<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1487359</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Unraveling the regional environmental ecology dominated baijiu fermentation microbial community succession and associated unique flavor</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Xiaowei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2827274/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhao</surname> <given-names>Xiaoli</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>Li</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Bi</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Fangzhou</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tang</surname> <given-names>Zhi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Fengchang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/107423/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, School of Environmental Science and Engineering, Nanjing University of Information Science and Technology</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Kweichow Moutai Distillery Co., Ltd.</institution>, <addr-line>Renhuai</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Chishui River Middle Basin, Watershed Ecosystem, Observation and Research Station of Guizhou Province</institution>, <addr-line>Guiyang</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Antonio Bevilacqua, University of Foggia, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Liang Yang, Moutai Institute, China</p>
<p>Wenchao Cai, Shihezi University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Xiaoli Zhao, <email>zhaoxiaoli_zxl@126.com</email></corresp>
<corresp id="c002">Li Wang, <email>WangliMoutai2021@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1487359</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Wu, Zhao, Wang, Chen, Li, Tang and Wu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wu, Zhao, Wang, Chen, Li, Tang and Wu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Chinese baijiu as one of the famous distilled liquor in which fermented in open environments, with various microorganisms (i.e., bacteria, fungi, and yeast) involved in their brewing process, and created corresponding unique flavor. However, the sources of environmentally enriched microbial communities associated with liquor fermentation are still being characterized yet. Given the dependence of microbial growth and reproduction on environmental ecology, it is important to understand the correlation between baijiu fermentation microbial community and surrounding environmental ecology (i.e., temperature, humidity, wind, and precipitation). This study systematically overviewed the sources of microorganisms in the Jiang-flavor-Baijiu fermentation system. The results showed that microorganisms in baijiu brewing (i.e., mold, lactic acid bacteria, and yeast) mainly originated from surrounding environmental matrices, including the air (i.e., <italic>Yeast</italic>, <italic>Streptomyces</italic> and <italic>Bacillus</italic>), soil (i.e., <italic>Xanthomonas</italic>, <italic>Methanococcus</italic> and <italic>Comamonas</italic>) and water (i.e., <italic>Flavobacterium</italic>, <italic>Acinetobacter</italic>, and <italic>Pseudomonas</italic>) via atmospheric transport, raw material transfer and surface runoff. In addition, the unique baijiu fermentation microbial community diversity depends on local geology and meteorological conditions, highlighting that the structural stability and diversity of the microorganisms in the Baijiu brewing process dominated by local environmental ecology. We also explored the regional environmental conditions on the microbial community and found that the unique Jiang-flavor-Baijiu fermentation microbial community diversity depends on local geology and meteorological conditions. The Jiang-flavor-Baijiu workshop is located in the basin of the middle-and low latitude mountainous areas, with sufficient solar irradiation and rainfall, high air humidity, and low wind speed that favor the growth and propagation of Baijiu fermentation microorganisms. Therefore, the obtained conclusions provide new insights unraveling the key factor controlling the unique flavor of Chinese Baijiu, where protecting the ecology of baijiu brewing-regions is fundamental for maintaining the long-term quality of baijiu.</p>
</abstract>
<kwd-group>
<kwd>food microbiology</kwd>
<kwd>Jiang-flavor-Baijiu</kwd>
<kwd>fermentation</kwd>
<kwd>microbial community</kwd>
<kwd>environmental ecology</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="88"/>
<page-count count="14"/>
<word-count count="9868"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Chinese Jiang-flavor Baijiu, a kind of fermented beverage (approximately 40&#x2013;60% alcohol by volume) obtained by solid-state fermentation distillation with a mixture of various microorganisms and enzymes as starter, which popular around the world owing to its unique flavor (<xref ref-type="bibr" rid="ref82">Zhou et al., 2024</xref>; <xref ref-type="bibr" rid="ref84">Zhu et al., 2024</xref>). Jiang-flavor-Baijiu is produced by the fermentation of raw grains (sorghum and wheat) to carboxylic acids, alcohols, aldehydes, and esters through several stages: Daqu-making, heap fermentation (on the ground), and pit fermentation (in sealed mud pits) (<xref ref-type="bibr" rid="ref30">Liu and Sun, 2018</xref>; <xref ref-type="bibr" rid="ref45">Tu et al., 2022</xref>). Studies revealed that highly complex microbial community of fermenters are important determinants of Baijiu flavor and quality (<xref ref-type="bibr" rid="ref5">Dai et al., 2019</xref>; <xref ref-type="bibr" rid="ref79">Zhang et al., 2022</xref>), as the flavor components (e.g., alcohols, aldehydes, carboxylic acids and esters) are microbial (e.g., yeast, mold, lactic acid bacteria, and <italic>Bacillus</italic>) fermentation products (<xref ref-type="bibr" rid="ref45">Tu et al., 2022</xref>; <xref ref-type="bibr" rid="ref68">Xu et al., 2021</xref>; <xref ref-type="bibr" rid="ref70">Xu et al., 2022</xref>). <italic>Zygosaccharomyces</italic> produce 2-ethylhexanol, decanoic acid, dodecanol, lauric acid, octanoic acid, 2-nonanol, acetophenone, ethyl caprylate, 4-tert-butylphenol and other complex trace flavor components during baijiu brewing (<xref ref-type="bibr" rid="ref86">Zhuang et al., 2017</xref>). <italic>Pichia anomala</italic> produces acetic acid, octanoic acid, lactic acid, phenylethyl alcohol, 2,3-butanediol, ethyl myristate, and 2-furanethanol during fermentation, all of which contributes to the flavor of Baijiu (<xref ref-type="bibr" rid="ref22">Kong et al., 2014</xref>). These Baijiu fermentation associated microorganisms predominate several fermentation processes, such as Daqu (<xref ref-type="bibr" rid="ref60">Wang P. et al., 2017</xref>; <xref ref-type="bibr" rid="ref81">Zheng et al., 2014</xref>), raw materials (<xref ref-type="bibr" rid="ref7">Du et al., 2019</xref>; <xref ref-type="bibr" rid="ref56">Wang Q. et al., 2021</xref>), and fermented grains (<xref ref-type="bibr" rid="ref1">Ao et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Beecroft et al., 2012</xref>). However, the sources of Baijiu fermentation microorganisms remain unclear, particularly regarding their origins within the fermentation facilities (fermentation conditions and specific raw materials) (<xref ref-type="bibr" rid="ref39">Pang et al., 2018</xref>; <xref ref-type="bibr" rid="ref52">Wang et al., 2022b</xref>; <xref ref-type="bibr" rid="ref81">Zheng et al., 2014</xref>). Given the adaptability of different microorganisms to environmental conditions such as temperature, wind, precipitation, and humidity, it is important to understand how highly variations in the environment influence the structure and stability of Baijiu fermentation microbial populations (<xref ref-type="bibr" rid="ref5">Dai et al., 2019</xref>; <xref ref-type="bibr" rid="ref7">Du et al., 2019</xref>; <xref ref-type="bibr" rid="ref85">Zhu et al., 2015</xref>). Maintaining a stable microbial fermentation community structure is closely related to the stability of Baijiu flavor; therefore, it is important to understand the correlation between the environmental ecology of Baijiu-making region and fermentation associated raw materials and processing (<xref ref-type="bibr" rid="ref25">Li et al., 2016</xref>).</p>
<p>Environmental factors that impact the Jiang-flavor-Baijiu fermentation microbial communities include temperature, humidity, wind, precipitation, geography, and sunlight irradiation, which located on the Renhuai, Guizhou province China (106&#x00B0;22&#x2032; E, 27&#x00B0;51&#x2032; N) (<xref ref-type="bibr" rid="ref21">Knights et al., 2011</xref>). Jiang-flavor-Baijiu fermentation workshops are surrounding by abundant mountains and are considered as a typical basin area. The unique basin environment crates a relative slow air velocity in the Baijiu manufacturing region (wind speed: 1.3&#x2013;1.35&#x2009;m/s, the maximum and minimum wind speed is only 0.05&#x2009;m/s), thereby stabilizing the Baijiu fermentation microbial community structure. The stability of the microbial community structure in the Baijiu fermentation area aids in maintaining the stability of Baijiu quality. The region in which Jiang-flavor-Baijiu manufactured has a subtropical climate with warm winter and hot summers (annual average temperature is 17.7&#x00B0;C), year-round humidity (annual precipitation is 800&#x2009;~&#x2009;1,000&#x2009;mm), and plenty of sunshine irradiation (annual duration is 1,400&#x2009;h), which provides a suitable habitat for the growth and reproduction of fermentation microbes (<xref ref-type="bibr" rid="ref66">Wu et al., 2014</xref>). The Jiang-flavor-Baijiu region also has a unique geological structure and climatic conditions, with unique regional soil, water, and air quality that directly influence the dominant microbial community (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). The mechanism by which these environmental factors influence the Jiang-flavor Baijiu fermentation microbial community structure has not been clarified.</p>
<p>When interpreting the Baijiu &#x201C;flavor code,&#x201D; the following issues need to be considered: (i) clarifying the ecological characteristics necessary for a high-quality Baijiu manufacturing workshop (i.e., temperature, climate, humidity, precipitation, and topography); (ii) establishing the correlation between the ecological characteristics of Baijiu fermentation and microbial community structure; and (iii) exploring the mechanisms by which Baijiu fermentation microbiota from the surrounding environment (soil, air, or water) enter the fermentation process. This review systematically summarizes the sources of environmentally enriched microbial communities and the ecological conditions influencing the Jiang-flavor-Baijiu fermentation microbial communities during solid state fermentation. The findings described here will provide insights into the intricate relationship between the environmental ecology and the composition (or stability) of the Jiang-flavor-Baijiu fermentation microbial community structure. At the same time, we advocate more efforts to be conducted to protect the ecological environment quality of baijiu-making areas, maintain the stability of baijiu-making microbial community structure, so as to ensure and enhance the flavor of liquor.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Characterizing the influence of microbial diversity on Paijiu quality and flavor</title>
<p>It is important to clarify the relationship between environmental parameters, fermentation microbial community structure, and Baijiu flavor and quality to optimize processes and screen the most efficient fermentation microbiota. We reviewed current knowledge on the impact of fermentation microbiota on Baijiu quality and flavor, by performing a literature search for articles published in the past 20&#x2009;years (2002&#x2013;2022) on the literature database Web of Science, with the keywords &#x201C;Baijiu, microorganisms.&#x201D; Between January 2002 and March 2023, a total of 4,718 papers were published, 3,732 (65.19%) of which were published in the past 10&#x2009;years, reflecting a substantial increase in research interest in the microorganisms associated with Baijiu flavor and quality (<xref ref-type="fig" rid="fig1">Figure 1A</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>(A) Statistics of the number of published literatures on liquor microbiota from 2002 to 2022; (B) 2002&#x2013;2022 Jiang-flavored baijiu microbial impact study published literature over the years statistics; (C) Research Progress of Microorganism in Jiang-flavored baijiu Brewing VOSviewer (1.6.16) Analysis (Different radius of the ball in the figure represents the keyword frequency, the greater the radius of the ball, the higher the keyword frequency).</p>
</caption>
<graphic xlink:href="fmicb-15-1487359-g001.tif"/>
</fig>
<p>The general research areas into the effects of microbiota on Jiang-flavor-Baijiu quality and flavor were searched in the Web of Science database using &#x201C;Jiang-flavor Baijiu, microbiota.&#x201D; Between January 2002 and March 2023, 53 publications addressed the effect of fermentation microbiota on Jiang-flavor-Baijiu, 60.37% of which were published in the past 5 years, reflecting increased interest (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). Subsequently, VOS viewer 1.6.16 was used to visualize the prevailing research on the influence of Baijiu fermentation microbiota on flavor. A total of 280 keywords were sorted by the frequency; 53 keywords that appeared at least twice were selected. Prior studies of the microbial effects on Baijiu flavor have focused on the effects of Daqu and solid-state fermentation on microbial community structure, while the environmental factors driving the spatial&#x2013;temporal variations in microbial community structure during stacking fermentation remain unknown (<xref ref-type="fig" rid="fig1">Figure 1C</xref>).</p>
</sec>
<sec id="sec3">
<label>3</label>
<title>Microbial communities in Jiang-flavor-baijiu fermentation systems and their impact on baijiu quality</title>
<sec id="sec4">
<label>3.1</label>
<title>Occurrence of Jiang-flavor-baijiu fermentation of microbes in raw material, high-temperature Daqu, and fermented grains</title>
<p>During fermentation of Jiang-flavor-Baijiu, several complex microbial communities (i.e., bacteria, yeasts, and molds) are readily involved and mainly residue in the raw material (sorghum), heap fermented grains, Daqu, and pit mud (<xref ref-type="fig" rid="fig2">Figure 2</xref>) (<xref ref-type="bibr" rid="ref72">Yang et al., 2020a</xref>,<xref ref-type="bibr" rid="ref74">b</xref>). In terms of heap fermentation, microbiota become enriched on the surface of the raw materials and produce Baijiu-flavor precursors such as alcohols, carboxylic acids, and esters (<xref ref-type="bibr" rid="ref44">Tang et al., 2021</xref>). The core communities in the fermented grain liquor starters include lactic acid bacteria and <italic>Bacillus</italic> (<italic>Bacillus amyloliquefaciens</italic>, <italic>Bacillus licheniformis</italic> and <italic>Lactobacillus</italic> sp.), as well as yeast (<italic>Saccharomyces cerevisiae</italic>, <italic>Candida</italic>, <italic>Hansenula polymorpha</italic>, <italic>Hansenula anomala</italic>, and <italic>Pichia pastoris</italic>), <italic>Aspergillus</italic> (<italic>Aspergillus</italic>, <italic>Monascus</italic>, <italic>Aspergillus flavus</italic>, <italic>Monascus purpureus</italic>, <italic>Aspergillus niger</italic>, <italic>Aspergillus nidulans,</italic> and <italic>Aspergillus fumigatus</italic>), <italic>Thermomyces</italic>, <italic>Rhizopus,</italic> and <italic>Mucor</italic> (<italic>Mucor plentus</italic>, <italic>Mucor pusillus</italic>, <italic>Mucor racemosus</italic>, and <italic>Mucor racemosus</italic>) (<xref ref-type="bibr" rid="ref8">Fan et al., 2006</xref>) (see <xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Critical impact of environmental microbiota on the production of Baijiu flavor compounds.</p>
</caption>
<graphic xlink:href="fmicb-15-1487359-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Soil microbial community structure in Jiang-flavor liquor brewing area and its effect on liquor flavor.</p>
</caption>
<graphic xlink:href="fmicb-15-1487359-g003.tif"/>
</fig>
<p>High-temperature Daqu is a typical starter for Jiang-flavor-Baijiu as the saccharification and fermentation starter (<xref ref-type="bibr" rid="ref64">Wu et al., 2023</xref>). The microbial community structure of Daqu is important for developing quality and flavor as the primary microbial and enzyme source (<xref ref-type="bibr" rid="ref88">Zuo et al., 2020</xref>). The microbiota such as <italic>Aspergillus, Thermoactinomyces, Lentibacillus, Bacillus, Kroppenstedtia, Staphylococcus, and Saccharopolyspora</italic> in Daqu decompose macromolecular substances in fermented grains, providing aroma substances or precursors of aroma substances that determine the flavor of Baijiu (<xref ref-type="bibr" rid="ref50">Wang et al., 2020</xref>). Daqu can be categorized as low-temperature Daqu (peak temperature&#x2009;&#x003C;&#x2009;50&#x00B0;C), medium-temperature Daqu (peak temperature range in 50&#x2013;60&#x00B0;C), and high-temperature Daqu (peak temperature&#x2009;&#x003E;&#x2009;60&#x00B0;C) (<xref ref-type="bibr" rid="ref17">Jin et al., 2020</xref>). Given the adaptability of Baijiu fermentation microbiota to temperature, microbial community structure in Baijiu Daqu varies with temperature category. For example, bacteria rather than fungi predominate in Jiang-flavor-Baijiu Daqu, such as <italic>Thermoactinomyces</italic>, <italic>Saccharopolyspora</italic>, <italic>Streptomyces</italic>, <italic>Brevibacterium</italic>, <italic>Staphylococcus</italic>, <italic>Lentibacillus</italic>, <italic>Kroppenstedtia</italic> and <italic>Bacillus</italic> (<xref ref-type="bibr" rid="ref50">Wang et al., 2020</xref>). These microbes are adapted to high temperatures and represent the unique diversity of Jiang-flavor Baijiu.</p>
<p>In the fermented grains, the fungi <italic>Ascomycota</italic>, <italic>Zygomycota</italic>, <italic>Chytridiomycota,</italic> and <italic>Basidiomycota</italic> are most prevalent; <italic>Ascomycota</italic> accounts for 94% at the phylum level. At the genus level, <italic>Aspergillus</italic>, <italic>Emericella</italic>, <italic>Candida</italic>, <italic>Monascus</italic>, <italic>Pichia</italic>, <italic>Wallemia</italic>, <italic>Trichosporon,</italic> and <italic>Wickerhamomyces</italic> are the primary contributors (<xref ref-type="table" rid="tab1">Table 1</xref>). The predominant fungi in Baijiu fermented grains are <italic>Aspergillus</italic> (2.70&#x2013;50.02%) and <italic>Monascus</italic> (15.08&#x2013;52.47%). Bacteria and fungi residue in raw material, Daqu, and fermented grains secrete enzymes (glucoamylase, liquefying enzyme, and protease) that decompose starch, protein, and other macromolecular substances into flavor substances (<xref ref-type="bibr" rid="ref57">Wang et al., 2008</xref>; <xref ref-type="bibr" rid="ref61">Wang M. Y. et al., 2018</xref>; <xref ref-type="bibr" rid="ref71">Yang et al., 2019</xref>). Thus, the microbial community structure in Baijiu fermentation is an important determinant of Baijiu quality and flavor. The correlation between Baijiu fermentation microbial community and their quality is subsequently reviewed.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Different stages of brewing process (sand making, stacking fermentation and koji making) dominant microbial populations (bacteria, yeast, and fungi).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Pit fermentation</th>
<th align="center" valign="top">Fermented grains</th>
<th align="center" valign="top">Daqu</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Bacteria</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Acinetobacter</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">4,6,14</td>
<td align="center" valign="middle">15</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Lactobacillus</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">2,4,5,6,7,8</td>
<td align="center" valign="middle">3,7,10,11,13,16,17</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Weissella</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">13</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Pediococcus</italic></td>
<td/>
<td align="center" valign="middle">2,3,6</td>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Lentibacillus</italic></td>
<td/>
<td align="center" valign="middle">3,8</td>
<td align="center" valign="middle">12</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Kroppenstedtia</italic></td>
<td/>
<td align="center" valign="middle">2,3,4,8,14</td>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Acetobacter</italic></td>
<td/>
<td align="center" valign="middle">4,14</td>
<td align="center" valign="middle">3,7</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Bacillus (Bacillus subtilis, Bacillus licheniformis, Clostridium)</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">4,6,7,8,9</td>
<td align="center" valign="middle">6,7,11,12,13,15,16,7,17</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Oceanobacillus</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">2,3,4,8</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Virgibacillus</italic></td>
<td/>
<td align="center" valign="middle">2,4,6</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Sphingomonas</italic></td>
<td/>
<td align="center" valign="middle">4</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Thermoactinomyces</italic></td>
<td/>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">3,12,13</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Desmospora</italic></td>
<td/>
<td align="center" valign="middle">3</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Enterobacter</italic></td>
<td/>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">10</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Halomonas</italic></td>
<td/>
<td/>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Saccharopolyspora</italic></td>
<td/>
<td/>
<td align="center" valign="middle">3,13</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Weissela</italic></td>
<td/>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Staphylococcus</italic></td>
<td/>
<td align="center" valign="middle">2,4,6</td>
<td align="center" valign="middle">6,12</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Mitsuokella</italic></td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Pediococcus</italic></td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">3,4</td>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>Enterococcus</italic></td>
<td/>
<td align="center" valign="middle">8</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Enterobacter</italic></td>
<td/>
<td align="center" valign="middle">8</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Kocuria</italic></td>
<td/>
<td align="center" valign="middle">2</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle"><italic>Aerobacter</italic></td>
<td/>
<td align="center" valign="middle">2</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Fungi and yeast</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Pichia kudriavzevii</italic></td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3,6,8,9,18</td>
<td align="center" valign="top">4,12,18,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Hansenula anomala</italic></td>
<td/>
<td/>
<td align="center" valign="top">17</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Hansenula polymorpha</italic></td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Zygosaccharomyces bailii</italic></td>
<td/>
<td align="center" valign="top">5,8</td>
<td align="center" valign="top">12,18</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Wickerhamomyces</italic></td>
<td/>
<td/>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Saccharomyces</italic></td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3,5,7,8,9,18</td>
<td align="center" valign="top">4,12,14,16,18,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Thermoascus</italic></td>
<td/>
<td align="center" valign="top">2,3,6,7,9</td>
<td align="center" valign="top">13,15</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Aspergillus</italic></td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2,3,5,6,7,9,10,11</td>
<td align="center" valign="top">11,13,15,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Monascus</italic></td>
<td/>
<td align="center" valign="top">3,7</td>
<td align="center" valign="top">13,15</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Thermomyces</italic></td>
<td/>
<td align="center" valign="top">2,3,5,7,9</td>
<td align="center" valign="top">13,15,20</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Candida apicola</italic></td>
<td/>
<td align="center" valign="top">2,18</td>
<td align="center" valign="top">4,19,20</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Byssochlamys</italic></td>
<td/>
<td align="center" valign="top">7,11</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Rhizopus</italic></td>
<td/>
<td align="center" valign="top">6,10,11</td>
<td align="center" valign="top">7,11,13,15,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Mucor</italic></td>
<td/>
<td/>
<td align="center" valign="top">11,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Eurotium</italic></td>
<td/>
<td align="center" valign="top">5</td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><italic>Penicillium</italic></td>
<td/>
<td align="center" valign="top">5</td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><italic>Torulaspora (Torulopsis)</italic></td>
<td/>
<td align="center" valign="top">7</td>
<td align="center" valign="top">19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Schizosaccharomyces</italic></td>
<td/>
<td align="center" valign="top">8</td>
<td align="center" valign="top">18</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Saccharomyces</italic></td>
<td/>
<td align="center" valign="top">7</td>
<td/>
</tr>
<tr>
<td align="left" valign="top"><italic>Monascus</italic></td>
<td/>
<td align="center" valign="top">5,7,11</td>
<td align="center" valign="top">17,19</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Byssochlamys</italic></td>
<td/>
<td align="center" valign="top">5,7</td>
<td align="center" valign="top">13,15</td>
</tr>
<tr>
<td align="left" valign="top"><italic>Streptomyces</italic></td>
<td/>
<td/>
<td align="center" valign="top">16</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The microbiota listed in the figure only give information in the existing literature and do not represent all microbial populations; the numbers in the figure represent the corresponding reference numbers, as follows: Bacteria: 1. <xref ref-type="bibr" rid="ref28">Liu et al. (2019)</xref>; 2. <xref ref-type="bibr" rid="ref12">Hao et al. (2021)</xref>; 3. <xref ref-type="bibr" rid="ref47">Wang (2022)</xref>; 4. <xref ref-type="bibr" rid="ref78">Zhang et al. (2021)</xref>; 5. <xref ref-type="bibr" rid="ref33">Liu et al. (2022b)</xref>; 6. <xref ref-type="bibr" rid="ref87">Zhuansun et al. (2022)</xref>; 7. <xref ref-type="bibr" rid="ref57">Wang et al. (2008)</xref>; 8. <xref ref-type="bibr" rid="ref54">Wang H. et al. (2021)</xref>; 9. <xref ref-type="bibr" rid="ref61">Wang M. Y. et al. (2018)</xref>; 10. <xref ref-type="bibr" rid="ref18">Jin et al. (2019)</xref>; 11. <xref ref-type="bibr" rid="ref9">Gan et al. (2019)</xref>; 12. <xref ref-type="bibr" rid="ref50">Wang et al. (2020)</xref>; 13. <xref ref-type="bibr" rid="ref88">Zuo et al. (2020)</xref>; 14. <xref ref-type="bibr" rid="ref83">Zhu et al. (2022)</xref>; 15. <xref ref-type="bibr" rid="ref24">Li et al. (2014)</xref>; 16. <xref ref-type="bibr" rid="ref29">Liu et al. (2012)</xref>; 17. <xref ref-type="bibr" rid="ref59">Wang et al. (2015b)</xref>; Fungi and yeast: 1. <xref ref-type="bibr" rid="ref28">Liu et al. (2019)</xref>; 2. <xref ref-type="bibr" rid="ref83">Zhu et al. (2022)</xref>; 3. <xref ref-type="bibr" rid="ref78">Zhang et al. (2021)</xref>; 4. <xref ref-type="bibr" rid="ref57">Wang et al. (2008)</xref>; 5. <xref ref-type="bibr" rid="ref61">Wang M. Y. et al. (2018)</xref>; 6. <xref ref-type="bibr" rid="ref87">Zhuansun et al. (2022)</xref>; 7. <xref ref-type="bibr" rid="ref54">Wang H. et al. (2021)</xref>; 8. <xref ref-type="bibr" rid="ref63">Wu et al. (2013)</xref>; 9. <xref ref-type="bibr" rid="ref12">Hao et al. (2021)</xref>; 10. <xref ref-type="bibr" rid="ref3">Chen et al. (2014)</xref>; 11. <xref ref-type="bibr" rid="ref47">Wang (2022)</xref>; 12. <xref ref-type="bibr" rid="ref67">Wu et al. (2012b)</xref>; 13. <xref ref-type="bibr" rid="ref6">Ding et al. (2024)</xref>; 14. <xref ref-type="bibr" rid="ref9">Gan et al. (2019)</xref>; 15. <xref ref-type="bibr" rid="ref14">Jiang et al. (2021)</xref>; 16. <xref ref-type="bibr" rid="ref50">Wang et al. (2020)</xref>; 17. <xref ref-type="bibr" rid="ref62">Wang et al. (2016)</xref>; 18. <xref ref-type="bibr" rid="ref63">Wu et al. (2013)</xref>; 19. <xref ref-type="bibr" rid="ref61">Wang M. Y. et al. (2018)</xref>; 20. <xref ref-type="bibr" rid="ref18">Jin et al. (2019)</xref>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec5">
<label>3.2</label>
<title>Microbe mediated Jiang-flavor-baijiu fermentation and formation of flavor compounds</title>
<p>Owing the difference in fermentation raw materials and technical procedure, the microbial community structure and metabolism procedure of Jiang-flavor-Baijiu are varied in comparison with other types of Chinese Baijiu (i.e., Laobaigan-flavored baijiu, Fuyu-flavored baijiu, and Feng-flavored baijiu), which vary in their decomposition of starch, cellulose, and polysaccharides from raw materials (<xref ref-type="bibr" rid="ref51">Wang X. et al., 2017</xref>; <xref ref-type="bibr" rid="ref49">Wang X. D. et al., 2017</xref>; <xref ref-type="bibr" rid="ref55">Wang Z. et al., 2018</xref>). For example, <italic>Lactobacillus</italic> promotes the Maillard reaction and produces lactic acid-related organic acids and diacetyl via sugar fermentation (<xref ref-type="bibr" rid="ref74">Yang et al., 2020b</xref>). <italic>Pichia anomala</italic>, a saccharomycete, generates acetic acid, octanoic acid, lactic acid, phenylethyl alcohol, 2,3-butanediol, ethyl tetradecanoate, and 2-furanethanol (<xref ref-type="bibr" rid="ref22">Kong et al., 2014</xref>). <italic>Saccharomyces cerevisiae</italic> produces <italic>&#x03B2;</italic>-glucosidase during fermentation process and further promotes the release of monoterpenes from glycoside precursors (<xref ref-type="bibr" rid="ref75">Zha et al., 2018</xref>). Thus, many flavor substances are detected in Baijiu, which contribute to distinctive scent and flavor profiles (<xref ref-type="table" rid="tab2">Table 2</xref>). Jiang-flavor-Baijiu has a complex characteristic scent generated by esters (ethyl acetate, ethyl butyrate, ethyl caproate, ethyl caprylate, and ethyl lactate), alcohols (isobutanol, butanol, isoamyl alcohol, phenylethyl alcohol, and furfuryl alcohol), carboxylic acids (acetic, propionic, butyric, and caproic acids), ketones (3-hydroxy-2-butanone, furfural, benzaldehyde, and phenylacetaldehyde), and phenols (guaiacol and tetra-ethyl guaiacol) (<xref ref-type="bibr" rid="ref38">Niu et al., 2017</xref>). These substances usually have special aromas, such as fruity short-chain fatty acid esters; floral aromatic compounds; nutty pyrazines; cellar bottom: medium- and short chain fatty acids (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). Baijiu flavor substances are produced by fermentation microbiota via enzyme degradation and microbial interactions. Understanding the mechanisms of these processes is important to unravel how Baijiu flavor profiles develop.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Effects of microbiota on the formation of flavor compounds in Jiang-flavored baijiu.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Microbiota</th>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">Flavors</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Bacillus subtilis</italic> LBM 10019 and <italic>Bacillus vallismortis</italic> LBM 10020</td>
<td align="left" valign="middle">L-cysteine, 2-furfuryl mercaptan</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref40">Shen et al. (2020)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Bacillus amylus</italic> XJB-104</td>
<td align="left" valign="middle">Tetramethylpyrazine</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref77">Zhang et al. (2019)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Bacillus subtilis</italic></td>
<td align="left" valign="middle">2,3-butanediol, 4-methylpyrazine and acetylmethyl methanol</td>
<td align="left" valign="middle"><xref ref-type="bibr" rid="ref20">Jin et al. (2017)</xref>, <xref ref-type="bibr" rid="ref42">Sun et al. (2016)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Acetobacter</italic></td>
<td align="left" valign="middle">Ethyl acetate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref65">Wu et al. (2012a)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Bacillus cereu</italic></td>
<td align="left" valign="middle">Ethyl hexanoate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref80">Zhao et al. (2017)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Lactobacillus</italic></td>
<td align="left" valign="middle">Lactic acid and ethyl lactate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref34">Liu et al. (2014)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Gluconobacter</italic> and <italic>Acinetobacter</italic></td>
<td align="left" valign="middle">Acetic acid</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref53">Wang L. et al. (2021)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bacteria</td>
<td align="left" valign="middle"><italic>Enterococcus, Clostridiales and Acinetobacter</italic></td>
<td align="left" valign="middle">(2E)-2,3-dimethyl-2-pentenoic acid, methyl hexadecanoate, methyl oleate, methyl tetradecanoate, methyl linoleate and ethyl hexadecanoate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref18">Jin et al. (2019)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Yeast</td>
<td align="left" valign="middle"><italic>Zygosaccharomyces</italic></td>
<td align="left" valign="middle">Ethylhexanol, decanoic acid, dodecanol, 2-nonanol, lauric acid, octanoic acid, acetophenone, ethyl octanoate, and 4-tert-butylphenol</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref86">Zhuang et al. (2017)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Yeast</td>
<td align="left" valign="middle"><italic>Saccharomyces cerevisiae</italic></td>
<td align="left" valign="middle">Ethanol, 2-phenylethanol, and <italic>&#x03B2;</italic>-glucosidase</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref75">Zha et al. (2018)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Yeast</td>
<td align="left" valign="middle"><italic>Paecilomyces variotii</italic></td>
<td align="left" valign="middle">Phenylethanol, phenylacetic acid, ethyl hexadecanoate, ethyl linoleic acid, ethyl oleate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref47">Wang (2022)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Fungi</td>
<td align="left" valign="middle"><italic>Aspergillus, Monascus</italic>, <italic>Rhizopus</italic>, and</td>
<td align="left" valign="middle">Ethyl hexanoate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref27">Li et al. (2019)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Fungi</td>
<td align="left" valign="middle"><italic>Mucor</italic> sp.</td>
<td align="left" valign="middle">Ethyl linoleate and ethyl oleate</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref11">Han et al. (2012)</xref></td>
</tr>
<tr>
<td align="left" valign="middle">Fungi</td>
<td align="left" valign="middle"><italic>Paecilomyces</italic></td>
<td align="left" valign="middle">Alcohols, aldehydes, acids, and esters</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref13">Huang et al. (2014)</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Enzymatic degradation and production of Baijiu flavor substances are mediated by secreted enzymes, including lipase, amylase (<italic>&#x03B1;</italic>-amylase, &#x03B2;-amylase, saccharifying amylase and <italic>&#x03B3;</italic>-amylase), cellulase, esterification enzymes, pectinase, and tannase. During solid-state fermentation (<xref ref-type="bibr" rid="ref27">Li et al., 2019</xref>). These enzymes accelerate the conversion of starch, cellulose, protein and fat to smaller molecular weight flavor substances such as glucose, fructose, fatty acids, and esters (<xref ref-type="bibr" rid="ref83">Zhu et al., 2022</xref>). In sorghum, &#x03B1;-amylase in amylase reacts amylopectin to produce dextrin, maltose, and glucose, and with amylose to produce oligosaccharides, maltose and glucose (<xref ref-type="bibr" rid="ref27">Li et al., 2019</xref>). Cellulase (produced by <italic>Bacillus subtilis</italic>, <italic>Trichoderma</italic>, <italic>Aspergillus</italic> and <italic>Penicillium</italic>) hydrolyzes lignin and cellulose; protease hydrolyzes protein into amino acids, the precursor of other Baijiu flavor substances; and the amino acids also provide nutrients to support the growth of microbes in the community. Lipase decomposes fat in raw materials into glycerol, fatty acids, monoglycerides and diglycerides (<xref ref-type="bibr" rid="ref27">Li et al., 2019</xref>).</p>
<p>In addition to enzymatic degradation, complex microbial interactions also contribute to the formation of flavor substances in Baijiu fermentation (<xref ref-type="bibr" rid="ref37">Meng et al., 2015</xref>). Mutualism, parasitism, antagonism, predation, and competition among Baijiu-making microbiota inhibit some populations and induce others, influencing the population structure in different Baijiu manufactories and generating different flavor profiles. For instance, populations that include <italic>Aspergillus oryzae XJ10</italic> and <italic>Saccharomyces cerevisiae</italic> produce more esters, aldehydes, ketones, and ethyl acetate than either species alone, indicating that <italic>Aspergillus oryzae XJ10</italic> and <italic>Saccharomyces cerevisiae</italic> produce a synergistic effect and unique fermentation product (<xref ref-type="bibr" rid="ref3">Chen et al., 2014</xref>). Other microbes, in the Baijiu fermentation system can interfere with the growth of some fermenting populations. For instance, <italic>Saccharomyces cerevisiae CCTCCM2014463</italic> inhibits the growth of <italic>Zygosaccharomyces bailii CGMCC4745</italic>, but has no significant effect on <italic>Bacillus licheniformis CGMCC3962</italic> and <italic>Lactobacillus buchneri</italic> (<xref ref-type="bibr" rid="ref69">Xu et al., 2018</xref>). Similarly, <italic>Saccharomyces cerevisiae</italic> is also able to impact the growth of <italic>Lactobacillus bread</italic> when co-existence with each other, the presence of <italic>Saccharomyces cerevisiae</italic> in fermentation system is available to produces ethanol and inhibits the growth and reproduction of <italic>Lactobacillus bread</italic> and lactic acid accumulation (<xref ref-type="bibr" rid="ref32">Liu et al., 2022a</xref>).</p>
</sec>
</sec>
<sec id="sec6">
<label>4</label>
<title>Input of Jiang-flavor-baijiu fermentation microbes from the surrounding environmental matrices</title>
<p>Regarding the source of Jiang-flavor-Baijiu fermentation microbes, many efforts demonstrated that Baijiu fermentation microbe residue in the fermented grain samples, high-temperature Daqu, and sealed mud pits are readily input from the production workshop of Jiang-flavor-Baijiu (<xref ref-type="bibr" rid="ref12">Hao et al., 2021</xref>; <xref ref-type="bibr" rid="ref61">Wang M. Y. et al., 2018</xref>). For instance, it was reported that the predominant fungi (<italic>Monascus ruber</italic> and <italic>Hanseniaspora</italic> var<italic>oom</italic>) responsible for Jiang-flavor-Baijiu fermentation, the predominant bacteria (e.g., <italic>Weissella cibaria</italic>, <italic>Weissella cibaria</italic>, and <italic>Microbacterium testaceum</italic>) were originated from atmospheric, water, or soil of Daqu, outside the Baijiu manufacturing workshop (<xref ref-type="bibr" rid="ref62">Wang et al., 2016</xref>). Tracking the source of Chinese Jiang-flavor-Baijiu fermentation microbes is important elucidating their unique flavor as microbial metabolism. Herein, we systematically overviewed the sources of Jiang-flavor-Baijiu fermentation microbiota from surrounding environmental matrices.</p>
<sec id="sec7">
<label>4.1</label>
<title>Soil transportation of baijiu fermentation microorganisms</title>
<p>The unique soil types of Jiang-flavor-Baijiu production workshops include red soil (purplish red mudstone, purplish red rock and soil and mixed purplish red clay) and yellowish brown soil (yellowish brown sandstone and clay) (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). These soils contain abundant minerals and trace elements that support microbial growth and reproduction. A recent study showed that the content of rare-earth elements (REE) (i.e., Samarium (Sm), Europium (Eu), Erbia (Er), and Cerium (Ce)) in the surface soil Jiang-flavor-Baijiu producing area (287.1&#x2009;&#x03BC;g/g) was than that in soil (186.8&#x2009;&#x03BC;g/g) and crust (207&#x2009;&#x03BC;g/g) for other areas of mainland China (<xref ref-type="bibr" rid="ref15">Jiang et al., 2023</xref>). The rich mineral elements in the soil can improve the quality of Baijiu: by increasing the mineral content of the water, composing sealed mud pits and cultivating high-quality raw materials. Soil minerals support Baijiu fermentation microbiota and improve the quality of water, sealed mud pits, and raw materials, thus indirectly improving Baijiu quality.</p>
<p>The sealed mud pits are considered as the ideal habitat of fermentation microbiota. Under sealed fermentation conditions, different microbiota in the sealed mud pits continue to metabolize and affect Baijiu flavor (<xref ref-type="bibr" rid="ref23">Li et al., 2023</xref>). During Jiang-flavor-Baijiu fermentation, the purple red mud was extensively utilized as sealed pit mud due to its specific signatures, including low sand content, strong viscosity, and well sealing performance. In addition, the purple red mud is of moderate in acid and alkali, rich in a variety of beneficial components (organic matter content ~1%), and rich in mineral nutrients (SiO<sub>2</sub>: 52&#x2013;74.7% (average 60.1%); Fe<sub>2</sub>O<sub>3</sub>: 5.28&#x2013;7.43% (average 6.51%); Al<sub>2</sub>O<sub>3</sub>: 11.7&#x2013;17.6% (average 15.6%)) (<xref ref-type="bibr" rid="ref31">Liu and Tan, 2011</xref>). This will facilitate for Baijiu fermentation microbial growth and community succession, indicating that soil quality is an important determinant of high-quality Jiang-flavor-Baijiu fermentation. A recent study investigated the microbial community structure in fresh red soil, sealed mud pits used for 1&#x2009;month and sealed mud pits used for 12&#x2009;months near the producing area of Jiang-flavor-Baijiu, and discovered abundant microbiota residue (<xref ref-type="bibr" rid="ref58">Wang et al., 2015a</xref>). The abundance of microbial populations was greater in fresh soil used for sealed mud pits (81 families) than in sealed mud pits used for 1&#x2009;month (77 families) and 12&#x2009;months (47 families), suggesting the number of microbial species decreased with increasing age of Maotai red soil as sealed mud pits (<xref ref-type="bibr" rid="ref58">Wang et al., 2015a</xref>). In addition, there are 12 families of microbiota were detected in fresh soil and in sealed mud pits used for 1 and 12&#x2009;months (<xref ref-type="bibr" rid="ref58">Wang et al., 2015a</xref>). During the long-term domestication of microbiota in cellars, the content of high-efficiency fermentation microbiota continues to increase, an important determinant of improved Baijiu quality. Hence, in red and yellow soil surrounding the Jiang-flavor-Baijiu manufacturing workshop can be used as sealed mud pits and transfer abundant Baijiu fermentation process, influencing the Baijiu flavor over the long-term.</p>
<p>High-quality red and yellow soil surrounding the Baijiu manufacturing workshop yields high-quality raw materials essential to the Baijiu fermentation microbial community and flavor because these materials support the energy and habitat for microbial growth. The diverse content of amylopectin and amylose in sorghum from different Baijiu-producing areas generates differences in water absorption and gelatinization capacities during the manufacture of Baijiu and koji, affecting saccharification efficiency and other differences in the community structure of Baijiu-making microbiota. In addition, differences in starch content and structure in different types of sorghum will also lead to a variety in the composition and structure of amino acids after enzymatic hydrolysis, thereby affecting the content and composition of flavor substances (alcohols, aldehydes, carboxylic acids and esters) (<xref ref-type="bibr" rid="ref6">Ding et al., 2024</xref>; <xref ref-type="bibr" rid="ref36">Ma et al., 2022</xref>). Hongyingzi sorghum used in Jiang-flavor-Baijiu brewing is a unique, organic waxy sorghum characterized by its small grain, thick skin and full grain. The total starch content of Hongyingzi sorghum is &#x003E;65%, and amylopectin accounted for 88&#x2013;93% of the total starch content, giving it characteristics of small grain, thick skin, full and solid, and able to withstand nine rounds of cooking. In contrast, the Hongyingzi sorghum in which mainly produced in Renhuai, Guizhou, China (105&#x00B0;&#x2013;106 &#x00B0;E and 27&#x00B0;&#x2013;28&#x00B0; N latitude) are planted with mid-subtropical monsoon climate conditions (average annual temperature of 18&#x00B0;C). This further induced the Hongyingzi sorghum became a symbol as the raw material of the unique flavor Jiang-flavor-Baijiu.</p>
</sec>
<sec id="sec8">
<label>4.2</label>
<title>Aquatic transport of baijiu fermentation microorganisms</title>
<p>The water for Jiang-flavor-Baijiu fermentation comes from the Chishui River Basin, which has an intact natural ecology and exiguous industrial and anthropogenic activity. In addition, the Chishui River contains many trace elements beneficial to human health that are also discovered in red soil, leading to the high-quality Jiang-flavor brew water being moderate in acidity and rich in minerals and trace elements (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). The basic Chishui River water quality parameters are as follows: pH: 6.5&#x2013;8.5, total hardness: 2&#x2013;7&#x2009;mmol/L, nitrate nitrogen: &#x003C;0.2&#x2009;mg/L, free chlorine residual: &#x003C; 0.1&#x2009;mg/L, consistent with high-quality brew water requirements (pH: 8.1, total hardness: 6.2&#x2009;mmol/L, nitrate nitrogen: 0.5&#x2009;mg/L, free chlorine residual: &#x003C; 0.3&#x2009;mg/L) (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). Previous effort has focused on the microbial community structure in the Chishui River, and discovered substantial fermentation microbiota residue (<xref ref-type="bibr" rid="ref19">Jin et al., 2009</xref>), thereby unravel the preliminary fermentation microbiota in environmental media is necessary to improve the quality of Baijiu. Jiang-flavor-Baijiu fermentation microorganisms <italic>Actinobacteria</italic>, <italic>Bacteroidetes</italic>, <italic>Proteobacteria</italic>, and <italic>Firmicutes</italic> have been detected year-round in the Chishui River using 16S rRNA gene sequencing analysis. <italic>Proteobacteria</italic> was the dominant species, followed by <italic>Firmicutes</italic>, <italic>Actinobacteria</italic>, and <italic>Bacteroidetes</italic> (<xref ref-type="bibr" rid="ref43">Tan et al., 2014</xref>). The microbial community structure in the Chishui River and water intake sites at Baijiu manufactories also revealed the presence of Baijiu fermentation microbiota, including 55 phyla, 167 classes, 415 orders, 706 families, and 1,431 genera. <italic>Pseudomonas</italic> (16.99%) and <italic>Massilia</italic> (12.45%) were the dominant species (<xref ref-type="bibr" rid="ref35">Lv et al., 2021</xref>).</p>
<p>However, during long-term Baijiu manufacturing activities, the discharge of wastewater will influence nearby water quality despite wastewater treatment efforts, affecting water quality (pH), chemical oxygen demand (COD), and ammonia nitrogen (NH<sub>3</sub>-N) and possibly influencing the brewing microbial community structure. Using COD and NH<sub>3</sub>-N as example, a recent study discovered that the quality of the water intake at Maotai Distillery is significantly different from that of the upstream/downstream water intake, with COD concentration 7.22&#x2009;&#x00B1;&#x2009;0.01&#x2009;mg/L in the water body at the intake section of the distillery less than the upstream 8.62&#x2009;&#x00B1;&#x2009;0.07&#x2009;mg/L and downstream concentrations 8.36&#x2009;&#x00B1;&#x2009;0.05&#x2009;mg/L. The NH<sup>3</sup>-N concentration 0.51&#x2009;&#x00B1;&#x2009;0.02&#x2009;mg/L in the Baijiu water intake is greater than upstream 0.28&#x2009;&#x00B1;&#x2009;0.01&#x2009;mg/L and downstream concentrations 0.33&#x2009;&#x00B1;&#x2009;0.01&#x2009;mg/L (<xref ref-type="bibr" rid="ref35">Lv et al., 2021</xref>). This is due to the fact that continuous Jiang-flavor-Baijiu making activities inevitable discharge varied organic contaminants (fertilizers and natural manure) into the water, accelerating oxygen the consumption and the formation of NH<sup>3</sup>-N, leading to the COD and NH<sup>3</sup>-N in the Baijiu making water intake section higher than that of the upstream river. Simultaneously, the COD and NH<sup>3</sup>-N associated contaminants produced by Baijiu making areas are readily to be degraded and diluted during the surface runoff, resulting the COD and NH<sup>3</sup>-N concentration Baijiu making water intake section higher than that of the downstream river consequently (<xref ref-type="bibr" rid="ref35">Lv et al., 2021</xref>). Redundancy analysis showed that the concentration of COD<sub>Mn</sub>, COD, and DO in the water of Jiang-flavor-Baijiu fermentation areas also determined the diversity of microbial community structure. Taking DO as an example, <italic>unclassified_Comamonadaceae</italic>, <italic>Sphingorhabdus</italic>, <italic>Flavobacterium</italic>, and <italic>Pseudarcicella</italic> were significantly positively correlated with DO (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), while <italic>unclassified_Micrococcaceae</italic> and <italic>Pedobacter</italic> were significantly negatively correlated with DO (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), verifying that water quality is an important determinant of the structure and function of bacterial communities in the ecosystem surrounding Baijiu brewing areas (<xref ref-type="bibr" rid="ref35">Lv et al., 2021</xref>).</p>
<p>There were significant differences in the microbial community structure in the water body of the Baijiu brewing area and upstream/downstream water of the water intake, with <italic>Pseudomonas</italic> (15.33%) and <italic>Acinetobacter</italic> (14.99%) being the dominant species. <italic>Acinetobacter</italic> (22.21%) and <italic>Flavobacterium</italic> (16.84%) were the dominant microbiota upstream of the water intake, while <italic>Pseudomonas</italic> and <italic>Massili</italic> were the dominant microbiota downstream of the water intake (<xref ref-type="bibr" rid="ref35">Lv et al., 2021</xref>). We conclude that long-term Baijiu-making activities have led to a significant difference in water quality between Baijiu regions and waters upstream and downstream of the manufactory intakes. This difference drives the specific distribution of microbial community structure in Baijiu regions. The intake water is rich in minerals that have an important impact on Baijiu flavor. The content of sodium (21,000&#x2009;&#x03BC;g/L), magnesium (67,000&#x2009;&#x03BC;g/L), chlorine (27,000&#x2009;&#x03BC;g/L), manganese (14.47&#x2009;&#x03BC;g/L), and iron (164.4&#x2009;&#x03BC;g/L) in the water of Jiang-flavor Baijiu is much higher than that of Luzhou Laojiao (sodium: 12783&#x2009;&#x03BC;g/L, magnesium 5,886&#x2009;&#x03BC;g/L, chlorine 22,776&#x2009;&#x03BC;g/L, manganese 3.77&#x2009;&#x03BC;g/L, and iron 37.9&#x2009;&#x03BC;g/L) and Wenjun Distillery (sodium 8,065&#x2009;&#x03BC;g/L, magnesium 5,103&#x2009;&#x03BC;g/L, chlorine 10,773&#x2009;&#x03BC;g/L, manganese 2.1&#x2009;&#x03BC;g/L, and iron 23.9&#x2009;&#x03BC;g/L), indicating that there are abundant mineral elements in the water of Jiang-flavor-Baijiu (<xref ref-type="bibr" rid="ref48">Wang et al., 2022a</xref>). These inorganic salt ions improve the formation of flavor substances and improve the quality of Baijiu during fermentation.</p>
</sec>
<sec id="sec9">
<label>4.3</label>
<title>Atmospheric transport of baijiu fermentation microorganisms</title>
<p>As with water, microbiota in the air are also an important source of microbiota in Jiang-flavor-Baijiu. A recent study explored the dominant microorganism species in the air around the Jiang-flavor Baijiu brewing area and found a relativity stable microbial community structure that varied with the seasons, such as <italic>Acinetobacter</italic>, <italic>Arthrobacter</italic>, <italic>Aspergillus</italic>, <italic>Bacillus</italic>, <italic>Brevibacterium</italic>, <italic>Cedecea</italic>, <italic>Pichia</italic>, and <italic>Rhodoceccus</italic> (<xref ref-type="bibr" rid="ref48">Wang et al., 2022a</xref>). This variability may be due to the unique geographical location of the Jiang-flavor-Baijiu brewing area, which is surrounding by mountains. The airflow is slow (wind speed 1.3&#x2013;1.35&#x2009;m/s), the annual average temperature fluctuates little (the average temperature from 1961 to 2018 was 15.1&#x00B0;C, SD (standard deviation) 0.34&#x00B0;C), and the annual average precipitation fluctuates stably (average precipitation from 1961 to 2018 was 1018.6&#x2009;mm, SD 10&#x2009;mm), resulting in a stable microbial community structure in the area and reduced influence of external environment (<xref ref-type="bibr" rid="ref48">Wang et al., 2022a</xref>). The primary bacteria in the air of Jiang-flavor-Baijiu brewing areas are <italic>Streptomyces</italic>, <italic>Acinetobacter</italic>, <italic>Staphylococcus</italic>, <italic>Bacillus</italic>, <italic>Brevibacterium</italic>, <italic>Brevibacterium</italic>, <italic>Kocuria</italic>, and <italic>Pseudomonas</italic>. The dominant fungi are <italic>Aspergillus</italic>, <italic>Cladosporium</italic>, and <italic>Pteris</italic>. Thus, fermentation microbiota residue in the Jiang-flavor Baijiu brewing area originated from surrounding environment, highlighting the critical impact of brewing microbial community structure on the flavor of Jiang-flavor Baijiu. For example, For example, <xref ref-type="bibr" rid="ref82">Zhou et al. (2024)</xref> discovered that bacterial communities of phyla <italic>Actinobacteriota</italic>, <italic>Firmicutes</italic>, and <italic>Proteobacteri</italic>, as well as fungal communities of <italic>Ascomycota</italic> and <italic>Basidiomycota</italic> were predominant airborne microbiomes residue in the Jiang-flavor Baijiu core production areas, whereas the <italic>Saccharomonospora</italic>, <italic>Thermoactinomyces</italic>, <italic>Bacillus</italic>, <italic>Oceanobacillus</italic>, and <italic>Methylobacterium</italic> contributing were demonstrated as core functional flora to the Baijiu producing according to the Random Forest analysis (<xref ref-type="bibr" rid="ref82">Zhou et al., 2024</xref>). Relative <italic>Bacillus</italic> amounts in the air surrounding the Baijiu-making workshop, koji-making workshop, and outdoor air surrounding the workshop were also assessed in the Daqu, sealed pit mud, and fermented grains (accumulated fermented grains and pit fermented grains), including <italic>B. licheniformis</italic>, <italic>B. amyloliquefaciens</italic>, <italic>B. subtilis, Paenibacillus lactis</italic>, <italic>Bacillus lentus, Paenibacillus</italic> sp., and <italic>Staphylococcus lentus.</italic> Fermentation microbiota in the Daqu, pit mud and fermented grains exhibited obvious homology with the microbial community structure of surrounding air, indicating that air exposure is an important contributor to Baijiu-fermentation microbiota.</p>
</sec>
</sec>
<sec id="sec10">
<label>5</label>
<title>Environmental driving factors controlling the Jiang-flavor baijiu fermentation microbial diversity</title>
<sec id="sec11">
<label>5.1</label>
<title>Effect of natural geographical and meteorological conditions on the fermentation microbial community structure</title>
<p>To bridge the knowledge gap unraveling the role of environmental factors (monsoon climate, temperature, wind speed, humidity, and precipitation) on shaping microbiomes during Jiang-flavor-Baijiu brewing, correlations between environmental factors and microbial community structure indicators (ACE index and Chao index) were thus established (<xref ref-type="bibr" rid="ref52">Wang et al., 2022b</xref>), which favoring to understood the bacterial diversity and community dynamics during Jiang-flavor-Baijiu open fermentation process. For instance, <xref ref-type="bibr" rid="ref2">Beecroft et al. (2012)</xref> developed the microbial communities surrounding the Jiang-flavor manufacturing workshops (indoor dust, windows, sills, and wall surfaces) using high throughput sequencing analysis (<xref ref-type="bibr" rid="ref2">Beecroft et al., 2012</xref>). They discovered 33 bacterial classes (<italic>Gammaproteobacteria</italic>, <italic>Bacilli</italic>, <italic>Sphingobacteriia</italic>, <italic>Alphaproteobacteria</italic>, <italic>Actinobacteria</italic>, <italic>Flavobacteriia</italic>, and <italic>Betaproteobacteria</italic>), 153 bacterial families (<italic>Enterobacteriaceae</italic>, <italic>Sphingobacteriaceae</italic>, <italic>Bacillaceae</italic>, <italic>Flavobacteriaceae</italic>, <italic>Thermoactinomycetacea</italic>e, <italic>Planococcaceae</italic>), and 396 bacterial genera (<italic>Sphingobacterium, Enterobacter</italic>, <italic>Pantoea</italic>, <italic>Acinetobacter</italic>, <italic>Oceanobacillus</italic>, and <italic>Pseudomonas</italic>) (<xref ref-type="bibr" rid="ref2">Beecroft et al., 2012</xref>). The bacterial community structure was significantly correlated with the surrounding environment (temperature, sunlight, humidity, atmospheric pressure, and precipitation) (<xref ref-type="bibr" rid="ref52">Wang et al., 2022b</xref>). The unique natural environmental factors and their influence on Baijiu fermentation microbial communities were systematically reviewed.</p>
<p>Temperature is important in microbial dynamics and diversity during fermentation, especially in the Daqu making (<xref ref-type="bibr" rid="ref10">Garcia et al., 2023</xref>; <xref ref-type="bibr" rid="ref41">Simon et al., 2020</xref>; <xref ref-type="bibr" rid="ref46">Walker et al., 2018</xref>; <xref ref-type="bibr" rid="ref76">Zhang et al., 2023</xref>). <italic>Alphaproteobacteria</italic>, <italic>Acetobaqcteraceae, Sphingomonadaceae</italic>, <italic>Caulobacteraceae</italic>, and <italic>Brevundimonas</italic> were positively correlated with the fermentation temperature, with <italic>p</italic> values were 0.350, 0.488, 0.283, 0.290, and 0.284, respectively. In contrast, <italic>Bacillaceae</italic> (<italic>p</italic>&#x2009;=&#x2009;0.489), <italic>Bacillus</italic> (<italic>p</italic>&#x2009;=&#x2009;0.387), <italic>Oceanobacillus</italic> (<italic>p</italic>&#x2009;=&#x2009;0.419), <italic>Thermoactinomycetaceae</italic> (<italic>p</italic>&#x2009;=&#x2009;0.284), and <italic>Kroppenstedtia</italic> (<italic>p</italic>&#x2009;=&#x2009;0.347) exhibited a negative correlation with fermentation temperature (significance defined as <italic>p</italic>&#x2009;&#x003C;&#x2009;0.5) (<xref ref-type="bibr" rid="ref2">Beecroft et al., 2012</xref>). These results highlighted the important role of temperature in the domestication and screening of microbial community structures during fermentation. Jiang-flavor Baijiu manufacturing facilities are located in the Guizhou province, southwest China, which is a subtropical climate with high temperature and humidity that facilitate microbial growth. The temperature of Jiang-flavor-Baijiu manufacturing workshop is reported as in the range of 2.7&#x00B0;C&#x2013;40.6&#x00B0;C, with an annual average temperature of 17.4&#x00B0;C, which provides a suitable habitat for the growth and reproduction of fermentation microbiota (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>).</p>
<p>A seasonal subtropical climate brings precipitation (annual precipitation from 1961&#x2013;2018: 1018.6&#x2009;&#x00B1;&#x2009;10&#x2009;mm), resulting in a relatively high air humidity to the Jiang-flavor Baijiu making regions, and influencing the Baijiu brew microbial growth and propagation (<xref ref-type="bibr" rid="ref26">Li et al., 2017</xref>). The abundance of <italic>Gammaproteobacteria</italic> (<italic>p</italic> =&#x2009;0.342), <italic>Enterobacteriaceae</italic> (<italic>p</italic> =&#x2009;0.376), <italic>Escherichia-Shigella</italic> (<italic>p</italic> =&#x2009;0.366), and <italic>Pantoea</italic> (<italic>p</italic> =&#x2009;0.367) were positively correlated with humidity, while <italic>Rhodospirillales</italic> (<italic>p</italic> =&#x2009;0.363), <italic>Acetobacteraceae</italic> (<italic>p</italic> =&#x2009;0.298), and <italic>Actinobacteria</italic> (<italic>p</italic> =&#x2009;0.359) were negatively correlated with humidity (<xref ref-type="bibr" rid="ref52">Wang et al., 2022b</xref>). <italic>Bacillaceae</italic>, <italic>Lentibacillus</italic>, <italic>Thermoactinomycetaceae</italic>, and <italic>Lactobacillaceae</italic> were also reported to correlate significantly with precipitation. Thus, humidity and regional precipitation significantly affect Baijiu fermentation microbial diversity. Microbial respiration and growth decrease with decreasing air humidity and temperature (<xref ref-type="bibr" rid="ref4">Cruz-Paredes et al., 2021</xref>).</p>
<p>Moreover, the geology of Jiang-flavor-Baijiu regions creates unique wind speed and direction conditions that drive seasonal variations in the type and abundance of Baijiu brew microbial species and Baijiu quality (<xref ref-type="bibr" rid="ref43">Tan et al., 2014</xref>). Microbes in air influence Baijiu manufacturing and a steady wind direction and speed facilitate consistent transfer of microbes from the air to the fermentation raw material, especially during open static fermentation of Jiang-flavor Baijiu. <xref ref-type="bibr" rid="ref52">Wang et al. (2022b)</xref> characterized the variations of wind speed in a Jiang-flavor manufacturing workshop (Chishui River basin, China) from 1961- to 2018, and discovered that the multi-year wind speed variation is 1.33 m/s, with the wind speed increasing at 0.014&#x2009;m&#x2009;s<sup>&#x2212;1</sup> every 10&#x2009;years (<xref ref-type="bibr" rid="ref48">Wang et al., 2022a</xref>). The Jiang-flavor-Baijiu manufacturing workshop is located in a closed basin area (103&#x00B0;36&#x2032;&#x2013;109&#x00B0;35&#x2019;N, 24&#x00B0;37&#x2032;&#x2013;29&#x00B0;13&#x2032;E) surrounding by mountains, and has low wind velocities. This unique topography favors stability in the Baijiu brew microbial community structure and facilitates stable flavor and quality in the product (<xref ref-type="bibr" rid="ref16">Jiang et al., 2009</xref>). The Jiang-flavor-Baijiu manufacturing workshops are located in low-latitude mountainous areas and are subject to subtropical monsoons. The climate is warm and humid, with sufficient rainfall to support the growth of fermentation microbiota. In addition, the Jiang-flavor-Baijiu factories are located in a basin that is relatively closed, supporting long-term stability in the wine-making microbial community structure and essential to the high quality of Jiang-flavor-Baijiu. Thereby, from the perspective of environmental microorganisms, we can conclude that long-term Baijiu making activities and regional suitable climatic conditions will lead to a relatively stable microbial community structure in the water, air and soil surrounding the Baijiu producing area, resulting the quality of Baijiu produced by new distilleries is not as good as that produced by old distilleries. This is assigned to the close correlation among the regional geological structure (location, wind, humidity, and water quality), Baijiu brewing microbial community structure, composition of microbial metabolites, and liquor flavor. These also highlighted the fact protecting the ecology of Jiang-flavor-Baijiu plays essential role in maintaining the stability of Baijiu fermentation microbial community and their special flavors.</p>
</sec>
<sec id="sec12">
<label>5.2</label>
<title>Environmental factors controlling microbial succession within fermentation system</title>
<p>Environmental factors driving the microbial community structure are also varied within the Baijiu fermentation system. For instance, <xref ref-type="bibr" rid="ref73">Yang et al. (2023)</xref> developed the changes of microbial community structure succession during 1&#x2013;6 rounds of Jiang-flavor-Baijiu stacking process and discovered that, with the continuous progress of the stacking process, the dominant bacterial genera are readily to be replaced from <italic>Lactobacillus</italic> to <italic>Acetobacter</italic>, while the fungal genus are readily to be replaced from <italic>Pichia</italic> to <italic>Candida</italic> (<xref ref-type="bibr" rid="ref73">Yang et al., 2023</xref>). With the Jiang-flavor-Baijiu fermentation transfer from the stacking heap fermentation to pit fermentation, microorganisms also changed consequently according to the high-throughput sequencing analysis. The abundance of <italic>Pichia</italic> decreased whereas the abundance of Saccharomyces began to increase and act as one of the dominant fungal species within the fermentation system. Meanwhile, in comparison with stacking heap fermentation, the bacterial species of <italic>Lactobacillus</italic> and <italic>Saccharomyces</italic> increased continuously, and <italic>Lactobacillus</italic> contributing &#x003E;80% to total bacterial abundance during pit fermentation process (<xref ref-type="bibr" rid="ref12">Hao et al., 2021</xref>). Environmental driving factors controlling the successive changes of microbial communities during Jiang-flavor-Baijiu brewing are responsible to the multiple constituents of temperature, moisture, sugar content, ethanol, acidity, lactic acid (<xref ref-type="bibr" rid="ref73">Yang et al., 2023</xref>). Specifically, lactic acid, ethanol, acidity, and temperature were found to positively correlated with <italic>Lactobacillus</italic> and <italic>Saccharomyces;</italic> acetic acid was demonstrated to negatively controlled the abundance of <italic>Virgibacillus</italic> and <italic>Bacillus</italic>; and water was reported to negatively controlled the abundance of <italic>Virgibacillus, Bacillus, Oceanobacillus, taphylococcus,</italic> and <italic>Kocuria</italic> simultaneously (<xref ref-type="bibr" rid="ref12">Hao et al., 2021</xref>). These highlighted a comprehensive environmental factors for natural meteorological and Baijiu fermentation system on the specific Baijiu brewing microbial succession.</p>
</sec>
</sec>
<sec id="sec13">
<label>6</label>
<title>Conclusions and perspective</title>
<p>Jiang-flavor-Baijiu is one of the most complex and typical Chinese liquor in which produced through traditional open brewing. Nevertheless, the source of the Jiang-flavor-Baijiu fermentation microbial community current still unclear, hindering the subsequent knowledge for the procedure of microbial metabolism and the formation of specific flavor substances in Baijiu liquor. This study systematically overviewed the microbial sources in various stages of Maotai flavor Baijiu. The obtained results revealed that microbes residue in the Jiang-flavor-Baijiu fermentation system are prone to be originated from the surrounding environmental matrices, with the relationships between Baijiu fermented microbial diversity and surrounding meteorological and geographical conditions (temperature, humidity, solar irradiation, precipitation) has been widely demonstrated according to the current knowledge. Specifically, environmental microorganisms in the air, water, and soil of Baijiu producing area are readily enter into the Baijiu manufacturing plants via air flow, sealed mud pits, or water intake. This will further interfere the microbial community structure in such as raw materials, Daqu-making, stacking fermentation, distillation, and pit fermentation in sequential, and ultimately shaping the special flavor of liquor. These results offer a comprehensive understanding elaborating the source of microbes among various stages of Maotai flavor Baijiu brewing. In contrast, the obtained results also highlighted that: protecting the regional ecological environment quality of Jiang-flavor-Baijiu producing area is helpful to maintain the stability of the Baijiu fermentation microbial community structure during the brewing process, and maintains the quality and unique flavor of the liquor.</p>
<p>Further research should explore the correlations and interactions between environmental conditions and Jiang-flavor-Baijiu fermentation microorganism communities. Regular monitoring of water, air, and soil qualities surrounding the Jiang-flavor-Baijiu making area will support efforts to maintain Baijiu quality and flavor. It is also important to establish a system of environmental protection measures to maintain the stability of the fermentation microbial community and eliminate potential point source and non-point source pollution in brewing areas. Finally, it is necessary to explore the spatiotemporal diversity of microbial community dynamics and environment factors in Jiang-flavor Baijiu fermentation.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec14">
<title>Author contributions</title>
<p>XWu: Conceptualization, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. XZ: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing. LW: Investigation, Writing &#x2013; review &#x0026; editing. BC: Investigation, Writing &#x2013; review &#x0026; editing. FL: Investigation, Writing &#x2013; review &#x0026; editing. ZT: Writing &#x2013; review &#x0026; editing. FW: Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec15">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was financially supported National Key Research and Development Program of China (2022YFC3203500) by the Kweichow Moutai Distillery Co., Ltd.</p>
</sec>
<sec sec-type="COI-statement" id="sec16">
<title>Conflict of interest</title>
<p>LW, PX, BC, and FL were employed by Kweichow Moutai Distillery Co., Ltd.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec17">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ao</surname> <given-names>T.</given-names></name> <name><surname>Ran</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>R.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Effect of viscosity on process stability and microbial community composition during anaerobic mesophilic digestion of Maotai-flavored distiller's grains</article-title>. <source>Bioresour. Technol.</source> <volume>297</volume>:<fpage>122460</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biortech.2019.122460</pub-id>, PMID: <pub-id pub-id-type="pmid">31784250</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beecroft</surname> <given-names>N. J.</given-names></name> <name><surname>Zhao</surname> <given-names>F.</given-names></name> <name><surname>Varcoe</surname> <given-names>J. R.</given-names></name> <name><surname>Slade</surname> <given-names>R. C. T.</given-names></name> <name><surname>Thumser</surname> <given-names>A. E.</given-names></name> <name><surname>Avignone-Rossa</surname> <given-names>C.</given-names></name></person-group> (<year>2012</year>). <article-title>Dynamic changes in the microbial community composition in microbial fuel cells fed with sucrose</article-title>. <source>Appl. Microbiol. Biotechnol.</source> <volume>93</volume>, <fpage>423</fpage>&#x2013;<lpage>437</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00253-011-3590-y</pub-id>, PMID: <pub-id pub-id-type="pmid">21984392</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>B.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2014</year>). <article-title>Filamentous fungal diversity and community structure associated with the solid state fermentation of Chinese Maotai-flavor liquor</article-title>. <source>Int. J. Food Microbiol.</source> <volume>179</volume>, <fpage>80</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2014.03.011</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cruz-Paredes</surname> <given-names>C.</given-names></name> <name><surname>T&#x00E1;jmel</surname> <given-names>D.</given-names></name> <name><surname>Rousk</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>Can moisture affect temperature dependences of microbial growth and respiration?</article-title> <source>Soil. Boil. Biochem.</source> <volume>156</volume>:<fpage>108223</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.soilbio.2021.108223</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dai</surname> <given-names>Y. J.</given-names></name> <name><surname>Tian</surname> <given-names>Z. Q.</given-names></name> <name><surname>Meng</surname> <given-names>W. N.</given-names></name> <name><surname>Li</surname> <given-names>C. Y.</given-names></name> <name><surname>Li</surname> <given-names>Z. J.</given-names></name></person-group> (<year>2019</year>). <article-title>Changes in microbial diversity, physicochemical characteristics, and flavor substances during Maotai-flavored liquor fermentation and their correlations</article-title>. <source>J. Biobased Mat. Bioenergy</source> <volume>13</volume>, <fpage>290</fpage>&#x2013;<lpage>307</lpage>. doi: <pub-id pub-id-type="doi">10.1166/jbmb.2019.1866</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname> <given-names>Y. Q.</given-names></name> <name><surname>Wang</surname> <given-names>Y. L.</given-names></name> <name><surname>Xu</surname> <given-names>J. X.</given-names></name> <name><surname>Jiang</surname> <given-names>F.</given-names></name> <name><surname>Li</surname> <given-names>W. Z.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. L.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>A telomere-to-telomere genome assembly of Hongyingzi, a sorghum cultivar used for Chinese baijiu production</article-title>. <source>Crop J.</source> <volume>12</volume>, <fpage>635</fpage>&#x2013;<lpage>640</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cj.2024.02.011</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Du</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2019</year>). <article-title>Exploring the impacts of raw materials and environments on the microbiota in Chinese Daqu starter</article-title>. <source>Int. J. Food Microbiol.</source> <volume>297</volume>, <fpage>32</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2019.02.020</pub-id>, PMID: <pub-id pub-id-type="pmid">30878005</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fan</surname> <given-names>X. G.</given-names></name> <name><surname>Wang</surname> <given-names>H. Y.</given-names></name> <name><surname>Cui</surname> <given-names>T. B.</given-names></name> <name><surname>Chen</surname> <given-names>A. J.</given-names></name> <name><surname>Han</surname> <given-names>P.</given-names></name> <name><surname>Jiang</surname> <given-names>H. J.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Researching development of Maotai microorganisms</article-title>. <source>Liquor-Making Sci. Technol.</source> <volume>10</volume>, <fpage>75</fpage>&#x2013;<lpage>77</lpage>. doi: <pub-id pub-id-type="doi">10.13746/j.njkj.2006.10.055</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gan</surname> <given-names>S. H.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Sahu</surname> <given-names>S. K.</given-names></name> <name><surname>Luo</surname> <given-names>R. Y.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name></person-group> (<year>2019</year>). <article-title>Deciphering the composition and functional profile of the microbial communities in Chinese Moutai liquor starters</article-title>. <source>Front. Microbiol.</source> <volume>10</volume>, <fpage>1540</fpage>&#x2013;<lpage>1553</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2019.01540</pub-id>, PMID: <pub-id pub-id-type="pmid">31333631</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia</surname> <given-names>F. C.</given-names></name> <name><surname>Clegg</surname> <given-names>T.</given-names></name> <name><surname>O'Neill</surname> <given-names>D. B.</given-names></name> <name><surname>Warfield</surname> <given-names>R.</given-names></name> <name><surname>Pawar</surname> <given-names>S.</given-names></name> <name><surname>Yvon-Durocher</surname> <given-names>G.</given-names></name></person-group> (<year>2023</year>). <article-title>The temperature dependence of microbial community respiration is amplified by changes in species interactions</article-title>. <source>Nat. Microbiol.</source> <volume>8</volume>, <fpage>272</fpage>&#x2013;<lpage>283</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41564-022-01283-w</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>H. Y.</given-names></name> <name><surname>Lin</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>D. Y.</given-names></name> <name><surname>Lv</surname> <given-names>Y. H.</given-names></name></person-group> (<year>2012</year>). <article-title>Investigation on the metabolites by solid fermentation of a mucor strain liquor making</article-title>. <source>Sci. Technol.</source> <volume>3</volume>, <fpage>34</fpage>&#x2013;<lpage>39</lpage>. doi: <pub-id pub-id-type="doi">10.13746/j.njkj.2012.03.016</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hao</surname> <given-names>F.</given-names></name> <name><surname>Tan</surname> <given-names>Y. W.</given-names></name> <name><surname>Lv</surname> <given-names>X. B.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Wang</surname> <given-names>H. Y.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Microbial community succession and its environment driving factors during initial fermentation of Maotai-flavor Baijiu</article-title>. <source>Front. Microbiol.</source> <volume>12</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2021.669201</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2014</year>). <article-title>Isolation and identification of a black aspergillus strain and the effect of its novel protease on the aroma of Moutai-flavoured liquor</article-title>. <source>J. Inst. Brew.</source> <volume>120</volume>, <fpage>268</fpage>&#x2013;<lpage>276</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jib.135</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Q. E.</given-names></name> <name><surname>Chen</surname> <given-names>W. H.</given-names></name> <name><surname>Sun</surname> <given-names>J. Y.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name></person-group> (<year>2021</year>). <article-title>Research progress on microorganism of sauce-flavor Baijiu Daqu</article-title>. <source>China Brewing</source> <volume>40</volume>, <fpage>1</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.11882/j.issn.0254-5071.2021.12.001</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>T.</given-names></name> <name><surname>Chen</surname> <given-names>W.</given-names></name> <name><surname>Xiao</surname> <given-names>T. F.</given-names></name> <name><surname>Ning</surname> <given-names>Z. P.</given-names></name> <name><surname>Jia</surname> <given-names>Y. L.</given-names></name></person-group> (<year>2023</year>). <article-title>Concentration and spatial distribution characters of the rare-earth elements in soils in Maotai, Guizhou Province</article-title>. <source>Earth Environ.</source> <volume>41</volume>, <fpage>281</fpage>&#x2013;<lpage>287</lpage>. doi: <pub-id pub-id-type="doi">10.14050/j.cnki.1672-9250.2013.03.017</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>Z. C.</given-names></name> <name><surname>Tao</surname> <given-names>S. W.</given-names></name></person-group> (<year>2009</year>). <article-title>Changes in wind speed over China during 1956&#x2013;2004</article-title>. <source>Theor. Appl. Climatol.</source> <volume>99</volume>, <fpage>421</fpage>&#x2013;<lpage>430</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00704-009-0512-7</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname> <given-names>X. Y.</given-names></name> <name><surname>Cai</surname> <given-names>Y. K.</given-names></name> <name><surname>Chen</surname> <given-names>P.</given-names></name> <name><surname>Guo</surname> <given-names>T. T.</given-names></name> <name><surname>Chen</surname> <given-names>M. B.</given-names></name> <name><surname>Fang</surname> <given-names>S. L.</given-names></name></person-group> (<year>2020</year>). <article-title>Overview of the research on brewing microorganisms of Chinese liquor</article-title>. <source>Liquor Making</source> <volume>47</volume>, <fpage>16</fpage>&#x2013;<lpage>21</lpage>.</citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>D. Y.</given-names></name> <name><surname>Ai</surname> <given-names>M.</given-names></name> <name><surname>Tang</surname> <given-names>Q. X.</given-names></name> <name><surname>Huang</surname> <given-names>J.</given-names></name> <name><surname>Ding</surname> <given-names>X. F.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Correlation between volatile profiles and microbial communities: a metabonomic approach to study Jiang-flavor liquor Daqu</article-title>. <source>Food Res. Int.</source> <volume>121</volume>, <fpage>422</fpage>&#x2013;<lpage>432</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2019.03.021</pub-id>, PMID: <pub-id pub-id-type="pmid">31108766</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname> <given-names>X. L.</given-names></name> <name><surname>Li</surname> <given-names>S. M.</given-names></name> <name><surname>Zhang</surname> <given-names>C. Y.</given-names></name></person-group> (<year>2009</year>). <article-title>Situation and evaluation of soil fertility of the raw materials base for producing Moutai wine</article-title>. <source>Guizhou Agric. Sci.</source> <volume>37</volume>, <fpage>103</fpage>&#x2013;<lpage>106</lpage>.</citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname> <given-names>G.</given-names></name> <name><surname>Zhu</surname> <given-names>Y.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title>Mystery behind Chinese liquor fermentation</article-title>. <source>Trends Food Sci. Technol.</source> <volume>63</volume>, <fpage>18</fpage>&#x2013;<lpage>28</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tifs.2017.02.016</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knights</surname> <given-names>D.</given-names></name> <name><surname>Kuczynski</surname> <given-names>J.</given-names></name> <name><surname>Charlson</surname> <given-names>E. S.</given-names></name> <name><surname>Zaneveld</surname> <given-names>J.</given-names></name> <name><surname>Kelley</surname> <given-names>S. T.</given-names></name></person-group> (<year>2011</year>). <article-title>Bayesian community-wide culture-independent microbial source tracking</article-title>. <source>Nat. Methods</source> <volume>8</volume>, <fpage>761</fpage>&#x2013;<lpage>763</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.1650</pub-id>, PMID: <pub-id pub-id-type="pmid">21765408</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kong</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2014</year>). <article-title>In situ analysis of metabolic characteristics reveals the key yeast in the spontaneous and solid-state fermentation process of Chinese light-style liquor [J]</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>80</volume>, <fpage>3667</fpage>&#x2013;<lpage>3676</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.04219-13</pub-id>, PMID: <pub-id pub-id-type="pmid">24727269</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>L.</given-names></name> <name><surname>Fan</surname> <given-names>M.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Qian</surname> <given-names>Y.</given-names></name> <name><surname>Tang</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Comparative analysis of volatile flavor compounds in strongly flavored baijiu under two different pit cap sealing processes</article-title>. <source>Food Secur.</source> <volume>12</volume>:<fpage>2579</fpage>. doi: <pub-id pub-id-type="doi">10.3390/foods12132579</pub-id>, PMID: <pub-id pub-id-type="pmid">37444317</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Lian</surname> <given-names>B.</given-names></name> <name><surname>Ding</surname> <given-names>Y. H.</given-names></name> <name><surname>Nie</surname> <given-names>C. C.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Bacterial diversity in the central black component of Maotai Daqu and its flavor analysis</article-title>. <source>Ann. Microbiol.</source> <volume>64</volume>, <fpage>1659</fpage>&#x2013;<lpage>1669</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13213-014-0809-z</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>P.</given-names></name> <name><surname>Lin</surname> <given-names>W.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Luo</surname> <given-names>L.</given-names></name></person-group> (<year>2016</year>). <article-title>Environmental factors affecting microbiota dynamics during traditional solid-state fermentation of Chinese Daqu starter</article-title>. <source>Front. Microbiol.</source> <volume>7</volume>:<fpage>1237</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2016.01237</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>C. C.</given-names></name> <name><surname>Xiong</surname> <given-names>K. N.</given-names></name> <name><surname>Su</surname> <given-names>X. L.</given-names></name> <name><surname>Xu</surname> <given-names>L. X.</given-names></name> <name><surname>Gao</surname> <given-names>X. Q.</given-names></name> <name><surname>Xiang</surname> <given-names>T. J.</given-names></name></person-group> (<year>2017</year>). <article-title>Research on the unique brewing environment of Guizhou Moutai liquor</article-title>. <source>China Brewing</source> <volume>36</volume>, <fpage>1</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.11882/j.issn.0254-5071.2017.01.001</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>B.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Wang</surname> <given-names>Y. X.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Cai</surname> <given-names>X.</given-names></name> <name><surname>Yang</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Research progress on functional microbes and enzymes in Daqu of Baijiu</article-title>. <source>China Brewing</source> <volume>38</volume>, <fpage>7</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.11882/j.issn.0254-5071.2019.06.002</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>C. C.</given-names></name> <name><surname>Feng</surname> <given-names>S. B.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Huang</surname> <given-names>H. Q.</given-names></name></person-group> (<year>2019</year>). <article-title>Raw material regulates flavor formation via driving microbiota in Chinese liquor fermentation</article-title>. <source>Front. Microbiol.</source> <volume>10</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2019.01520</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Guo</surname> <given-names>K. L.</given-names></name> <name><surname>Zhang</surname> <given-names>H. X.</given-names></name></person-group> (<year>2012</year>). <article-title>Determination of microbial diversity in Daqu, a fermentation starter culture of Maotai liquor, using nested PCR-denaturing gradient gel electrophoresis</article-title>. <source>World J. Microbiol. Biotechnol.</source> <volume>28</volume>, <fpage>2375</fpage>&#x2013;<lpage>2381</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11274-012-1045-y</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Sun</surname> <given-names>B.</given-names></name></person-group> (<year>2018</year>). <article-title>Effect of fermentation processing on the flavor of baijiu</article-title>. <source>J. Agric. Food Chem.</source> <volume>66</volume>, <fpage>5425</fpage>&#x2013;<lpage>5432</lpage>. doi: <pub-id pub-id-type="doi">10.1021/acs.jafc.8b00692</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>S.</given-names></name> <name><surname>Tan</surname> <given-names>H.</given-names></name></person-group> (<year>2011</year>). <article-title>Contaction of the soil structure in moutai town and the production of moutai liquor</article-title>. <source>Liquor Making Sci. Technol.</source> <volume>7</volume>, <fpage>64</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.13746/j.njkj.2011.07.007</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Y. F.</given-names></name> <name><surname>Wan</surname> <given-names>B.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Zhang</surname> <given-names>X. L.</given-names></name> <name><surname>Li</surname> <given-names>J. H.</given-names></name> <name><surname>Du</surname> <given-names>G. C.</given-names></name> <etal/></person-group>. (<year>2022a</year>). <article-title>Metabolomics-driven elucidation of interactions between Saccharomyces cerevisiae and <italic>Lactobacillus panis</italic> from Chinese baijiu fermentation microbiome</article-title>. <source>Fermentation</source> <volume>8</volume>:<fpage>33</fpage>. doi: <pub-id pub-id-type="doi">10.3390/fermentation8010033</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Y. F.</given-names></name> <name><surname>Wang</surname> <given-names>M. C.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Zhang</surname> <given-names>X. L.</given-names></name> <name><surname>Li</surname> <given-names>J. H.</given-names></name> <name><surname>Du</surname> <given-names>G. C.</given-names></name> <etal/></person-group>. (<year>2022b</year>). <article-title>A CRISPR-Cas12a-based assay for efficient quantification of <italic>Lactobacillus panis</italic> in Chinese baijiu brewing microbiome</article-title>. <source>Fermentation</source> <volume>8</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.3390/fermentation8020088</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>J. B.</given-names></name> <name><surname>Xue</surname> <given-names>D. F.</given-names></name> <name><surname>Cao</surname> <given-names>J. Q.</given-names></name> <name><surname>Zhou</surname> <given-names>L. X.</given-names></name></person-group> (<year>2014</year>). <article-title>Application of liquid strain cultivation in the bacterial Fuqu of sesame flavor Chinese liquor</article-title>. <source>China Brewing</source> <volume>33</volume>, <fpage>127</fpage>&#x2013;<lpage>129</lpage>. doi: <pub-id pub-id-type="doi">10.11882/j.issn.0254-5071.2014.10.030</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lv</surname> <given-names>X. B.</given-names></name> <name><surname>Wu</surname> <given-names>Y. C.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <name><surname>Liu</surname> <given-names>M. Q.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Wang</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Characteristics of the bacterioplankton community and their relationships with water quality in Chishui river basin</article-title>. <source>Acta Sci. Circumst.</source> <volume>41</volume>, <fpage>4596</fpage>&#x2013;<lpage>4605</lpage>. doi: <pub-id pub-id-type="doi">10.13671/j.hjkxxb.2021.0125</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>S. J.</given-names></name> <name><surname>Li</surname> <given-names>Y. Y.</given-names></name> <name><surname>Peng</surname> <given-names>Y. K.</given-names></name> <name><surname>Nie</surname> <given-names>S.</given-names></name> <name><surname>Yan</surname> <given-names>S.</given-names></name> <name><surname>Zhao</surname> <given-names>X. L.</given-names></name></person-group> (<year>2022</year>). <article-title>An intelligent and vision-based system for baijiu brewing-sorghum discrimination</article-title>. <source>Measurement</source> <volume>198</volume>:<fpage>111417</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.measurement.2022.111417</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meng</surname> <given-names>X.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>D.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2015</year>). <article-title>Improving flavor metabolism of <italic>Saccharomyces cerevisiae</italic> by mixed culture with <italic>Bacillus licheniformis</italic> for Chinese Maotai-flavor liquor making</article-title>. <source>J. Ind. Microbiol. Biotechnol.</source> <volume>42</volume>, <fpage>1601</fpage>&#x2013;<lpage>1608</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10295-015-1647-0</pub-id>, PMID: <pub-id pub-id-type="pmid">26323612</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Niu</surname> <given-names>Y. W.</given-names></name> <name><surname>Chen</surname> <given-names>X. M.</given-names></name> <name><surname>Xiao</surname> <given-names>Z. B.</given-names></name> <name><surname>Ma</surname> <given-names>N.</given-names></name> <name><surname>Zhu</surname> <given-names>J. C.</given-names></name></person-group> (<year>2017</year>). <article-title>Characterization of aroma-active compounds in three Chinese Moutai liquors by gas chromatography-olfactometry, gas chromatography-mass spectrometry and sensory evaluation</article-title>. <source>Nat. Prod. Res.</source> <volume>31</volume>, <fpage>938</fpage>&#x2013;<lpage>944</lpage>. doi: <pub-id pub-id-type="doi">10.1080/14786419.2016.1255892</pub-id>, PMID: <pub-id pub-id-type="pmid">27834102</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pang</surname> <given-names>X. N.</given-names></name> <name><surname>Han</surname> <given-names>B. Z.</given-names></name> <name><surname>Huang</surname> <given-names>X. N.</given-names></name> <name><surname>Zhang</surname> <given-names>X.</given-names></name> <name><surname>Hou</surname> <given-names>L. F.</given-names></name> <name><surname>Cao</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Effect of the environment microbiota on the flavour of light-flavour baijiu during spontaneous fermentation</article-title>. <source>Sci. Rep.</source> <volume>8</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-018-21814-y</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname> <given-names>T.</given-names></name> <name><surname>Liu</surname> <given-names>J.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2020</year>). <article-title>Increasing 2-furfurylthiol content in Chinese sesame-flavored baijiu via inoculating the producer of precursor l-cysteine in baijiu fermentation</article-title>. <source>Food Res. Int.</source> <volume>138</volume>:<fpage>109757</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2020.109757</pub-id>, PMID: <pub-id pub-id-type="pmid">33292940</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simon</surname> <given-names>E.</given-names></name> <name><surname>Canarini</surname> <given-names>A.</given-names></name> <name><surname>Martin</surname> <given-names>V.</given-names></name> <name><surname>Seneca</surname> <given-names>J.</given-names></name> <name><surname>Bockle</surname> <given-names>T.</given-names></name> <name><surname>Reinthaler</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Microbial growth and carbon use efficiency show seasonal responses in a multifactorial climate change experiment</article-title>. <source>Commun. Biol.</source> <volume>3</volume>:<fpage>584</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s42003-020-01317-1</pub-id>, PMID: <pub-id pub-id-type="pmid">33067550</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>W. N.</given-names></name> <name><surname>Xiao</surname> <given-names>H. Z.</given-names></name> <name><surname>Peng</surname> <given-names>Q.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. G.</given-names></name> <name><surname>Li</surname> <given-names>X. X.</given-names></name> <name><surname>Han</surname> <given-names>Y.</given-names></name></person-group> (<year>2016</year>). <article-title>Analysis of bacterial diversity of Chinese Luzhou-flavor liquor brewed in different seasons by Illumina Miseq sequencing</article-title>. <source>Ann. Microbiol.</source> <volume>66</volume>, <fpage>1293</fpage>&#x2013;<lpage>1301</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13213-016-1223-5</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tan</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>R. G.</given-names></name> <name><surname>Meng</surname> <given-names>T. Y.</given-names></name> <name><surname>Liang</surname> <given-names>H. Z.</given-names></name> <name><surname>Lv</surname> <given-names>J.</given-names></name></person-group> (<year>2014</year>). <article-title>Taibaiella chishuiensis sp. nov., isolated from fresh water</article-title>. <source>Int. J. Syst. Evol. Microbiol.</source> <volume>64</volume>, <fpage>1795</fpage>&#x2013;<lpage>1801</lpage>. doi: <pub-id pub-id-type="doi">10.1099/ijs.0.060269-0</pub-id>, PMID: <pub-id pub-id-type="pmid">24556635</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>J.</given-names></name> <name><surname>Yang</surname> <given-names>Q.</given-names></name> <name><surname>Liu</surname> <given-names>Y. C.</given-names></name> <name><surname>Chen</surname> <given-names>S. X.</given-names></name></person-group> (<year>2021</year>). <article-title>Research progress on flavor-producing microorganisms in baijiu</article-title>. <source>China Brewing</source> <volume>40</volume>, <fpage>15</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.11882/j.issn.0254-5071.2021.11.003</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tu</surname> <given-names>W.</given-names></name> <name><surname>Cao</surname> <given-names>X.</given-names></name> <name><surname>Cheng</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>L.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Chinese baijiu: the perfect works of microorganisms</article-title>. <source>Front. Microbiol.</source> <volume>13</volume>:<fpage>919044</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fmicb.2022.919044</pub-id>, PMID: <pub-id pub-id-type="pmid">35783408</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walker</surname> <given-names>T. W. N.</given-names></name> <name><surname>Kaiser</surname> <given-names>C.</given-names></name> <name><surname>Strasser</surname> <given-names>F.</given-names></name> <name><surname>Herbold</surname> <given-names>C. W.</given-names></name> <name><surname>Leblans</surname> <given-names>N. I. W.</given-names></name> <name><surname>Woebken</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Microbial temperature sensitivity and biomass change explain soil carbon loss with warming</article-title>. <source>Nat. Clim. Chang.</source> <volume>8</volume>, <fpage>885</fpage>&#x2013;<lpage>889</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41558-018-0259-x</pub-id>, PMID: <pub-id pub-id-type="pmid">30288176</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name></person-group> (<year>2022</year>). <article-title>Research trends in Jiang flavor baijiu fermentation: from fermentation microecology to environmental ecology</article-title>. <source>J. Food Sci.</source> <volume>87</volume>, <fpage>1362</fpage>&#x2013;<lpage>1374</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1750-3841.16092</pub-id>, PMID: <pub-id pub-id-type="pmid">35275413</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Bai</surname> <given-names>S. Y.</given-names></name> <name><surname>Zhao</surname> <given-names>Q.</given-names></name> <name><surname>Zong</surname> <given-names>J. Q.</given-names></name> <name><surname>Cai</surname> <given-names>H. P.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name></person-group> (<year>2022a</year>). <article-title>Analysis on the uniqueness and variation of wind speed and direction in Renhuai area of Chishui river basin environmental</article-title>. <source>Ecology</source> <volume>4</volume>, <fpage>11</fpage>&#x2013;<lpage>18</lpage>.</citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X. D.</given-names></name> <name><surname>Ban</surname> <given-names>S. D.</given-names></name> <name><surname>Hu</surname> <given-names>B. D.</given-names></name> <name><surname>Qiu</surname> <given-names>S. Y.</given-names></name> <name><surname>Zhou</surname> <given-names>H. X.</given-names></name></person-group> (<year>2017</year>). <article-title>Bacterial diversity of Moutai-flavour Daqu based on high-throughput sequencing method</article-title>. <source>J. Inst. Brew.</source> <volume>123</volume>, <fpage>138</fpage>&#x2013;<lpage>143</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jib.391</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y. R.</given-names></name> <name><surname>Cai</surname> <given-names>W. C.</given-names></name> <name><surname>Wang</surname> <given-names>W. P.</given-names></name> <name><surname>Shu</surname> <given-names>N.</given-names></name> <name><surname>Zhang</surname> <given-names>Z. D.</given-names></name> <name><surname>Hou</surname> <given-names>Q. C.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Analysis of microbial diversity and functional differences in different types of high-temperature Daqu</article-title>. <source>Food Sci. Nutr.</source> <volume>9</volume>, <fpage>1003</fpage>&#x2013;<lpage>1016</lpage>. doi: <pub-id pub-id-type="doi">10.1002/fsn3.2068</pub-id>, PMID: <pub-id pub-id-type="pmid">33598183</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Du</surname> <given-names>H.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title>Source tracking of prokaryotic communities in fermented grain of Chinese strong-flavor liquor</article-title>. <source>Int. J. Food Microbiol.</source> <volume>244</volume>, <fpage>27</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2016.12.018</pub-id>, PMID: <pub-id pub-id-type="pmid">28064120</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Hu</surname> <given-names>X. L.</given-names></name> <name><surname>Huang</surname> <given-names>Y. G.</given-names></name></person-group> (<year>2022b</year>). <article-title>Effects of environmental factors on diversity of bacterial communities in different fermentation rounds in Maotai town</article-title>. <source>Food Sci.</source> <volume>43</volume>, <fpage>150</fpage>&#x2013;<lpage>157</lpage>. doi: <pub-id pub-id-type="doi">10.7506/spkx1002-6630-20210305-074</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Huang</surname> <given-names>Y. G.</given-names></name> <name><surname>Hu</surname> <given-names>X. X.</given-names></name> <name><surname>Li</surname> <given-names>Y. Y.</given-names></name></person-group> (<year>2021</year>). <article-title>The impact of environmental factors on the environmental bacterial diversity and composition in the Jiang-flavoured baijiu production region</article-title>. <source>LWT</source> <volume>149</volume>:<fpage>111784</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lwt.2021.111784</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Huang</surname> <given-names>Y. G.</given-names></name> <name><surname>Huang</surname> <given-names>Y. L.</given-names></name></person-group> (<year>2021</year>). <article-title>Microbiome diversity and evolution in stacking fermentation during different rounds of Jiang-flavoured baijiu brewing</article-title>. <source>LWT</source> <volume>143</volume>:<fpage>111119</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lwt.2021.111119</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Li</surname> <given-names>P.</given-names></name> <name><surname>Luo</surname> <given-names>L.</given-names></name> <name><surname>Simpson</surname> <given-names>D. J.</given-names></name> <name><surname>G&#x00E4;nzle</surname> <given-names>M. G.</given-names></name></person-group> (<year>2018</year>). <article-title>Daqu fermentation selects for heat-resistant enterobacteriaceae and bacilli</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>84</volume>, <fpage>e01483</fpage>&#x2013;<lpage>e01418</lpage>. doi: <pub-id pub-id-type="doi">10.1128/AEM.01483-18</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Q.</given-names></name> <name><surname>Liu</surname> <given-names>K. Y.</given-names></name> <name><surname>Liu</surname> <given-names>L. L.</given-names></name> <name><surname>Zheng</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>T.</given-names></name> <name><surname>Chen</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Correlation analysis between aroma components and microbial communities in Wuliangye-flavor raw liquor based on HS-SPME/LLME-GC&#x2013;MS and PLFA</article-title>. <source>Food Res. Int.</source> <volume>140</volume>:<fpage>109995</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2020.109995</pub-id>, PMID: <pub-id pub-id-type="pmid">33648229</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>C. L.</given-names></name> <name><surname>Shi</surname> <given-names>D. J.</given-names></name> <name><surname>Gong</surname> <given-names>G. L.</given-names></name></person-group> (<year>2008</year>). <article-title>Microorganisms in Daqu: a starter culture of Chinese Maotai-flavor liquor</article-title>. <source>World J. Microbiol. Biotechnol.</source> <volume>24</volume>, <fpage>2183</fpage>&#x2013;<lpage>2190</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11274-008-9728-0</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>Y. Y.</given-names></name> <name><surname>Wang</surname> <given-names>H. Y.</given-names></name> <name><surname>Liu</surname> <given-names>G.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Jiang</surname> <given-names>H. G.</given-names></name> <etal/></person-group>. (<year>2015a</year>). <article-title>Microbial composition of bottom pit mud in jiangxiang baijiu(liquor) pit</article-title>. <source>Liquor Making Sci. Technol.</source> <volume>1</volume>, <fpage>12</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.13746/j.njkj.2014513</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>Y. Y.</given-names></name> <name><surname>Wang</surname> <given-names>D. Q.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Liu</surname> <given-names>G.</given-names></name></person-group> (<year>2015b</year>). <article-title>Dynamic changes in the bacterial community in Moutai liquor fermentation process characterized by deep sequencing</article-title>. <source>J. Inst. Brew.</source> <volume>121</volume>, <fpage>603</fpage>&#x2013;<lpage>608</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jib.259</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>P.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Jiang</surname> <given-names>X. J.</given-names></name> <name><surname>Wang</surname> <given-names>Z. Q.</given-names></name> <name><surname>Tang</surname> <given-names>J. L.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title><italic>Bacillus licheniformis</italic> affects the microbial community and metabolic profile in the spontaneous fermentation of Daqu starter for Chinese liquor making</article-title>. <source>Int. J. Food Microbiol.</source> <volume>250</volume>, <fpage>59</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2017.03.010</pub-id>, PMID: <pub-id pub-id-type="pmid">28371716</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>M. Y.</given-names></name> <name><surname>Yang</surname> <given-names>J. G.</given-names></name> <name><surname>Zhao</surname> <given-names>Q. S.</given-names></name> <name><surname>Zhang</surname> <given-names>K. Z.</given-names></name> <name><surname>Su</surname> <given-names>C.</given-names></name></person-group> (<year>2018</year>). <article-title>Research progress on flavor compounds and microorganisms of Maotai flavor baijiu</article-title>. <source>J. Food Sci.</source> <volume>84</volume>, <fpage>6</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1750-3841.14409</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Q.</given-names></name> <name><surname>Zhang</surname> <given-names>H.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name></person-group> (<year>2016</year>). <article-title>Microbial community composition associated with Maotai liquor fermentation</article-title>. <source>J. Food Sci.</source> <volume>81</volume>, <fpage>M1485</fpage>&#x2013;<lpage>M1494</lpage>. doi: <pub-id pub-id-type="doi">10.1111/1750-3841.13319</pub-id>, PMID: <pub-id pub-id-type="pmid">27122124</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2013</year>). <article-title>Yeast community associated with the solid state fermentation of traditional Chinese Maotai-flavor liquor</article-title>. <source>Int. J. Food Microbiol.</source> <volume>166</volume>, <fpage>323</fpage>&#x2013;<lpage>330</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2013.07.003</pub-id>, PMID: <pub-id pub-id-type="pmid">23978339</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>S. L.</given-names></name> <name><surname>Du</surname> <given-names>H.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2023</year>). <article-title>Daqu microbiota adaptability to altered temperature determines the formation of characteristic compounds</article-title>. <source>Int. J. Food Microbiol.</source> <volume>385</volume>:<fpage>109995</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2022.109995</pub-id>, PMID: <pub-id pub-id-type="pmid">36368058</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>J. J.</given-names></name> <name><surname>Ma</surname> <given-names>Y. K.</given-names></name> <name><surname>Zhang</surname> <given-names>F. F.</given-names></name> <name><surname>Chen</surname> <given-names>F. S.</given-names></name></person-group> (<year>2012a</year>). <article-title>Biodiversity of yeasts, lactic acid bacteria and acetic acid bacteria in the fermentation of &#x201C;Shanxi aged vinegar&#x201D;, a traditional Chinese vinegar</article-title>. <source>Food Microbiol.</source> <volume>30</volume>, <fpage>289</fpage>&#x2013;<lpage>297</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.fm.2011.08.010</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>X. J.</given-names></name> <name><surname>WU</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2014</year>). <article-title>Study on an alcohol-tolerant <italic>Bacillus amyloliquefaciens</italic> cgmcc 6262</article-title>. <source>Ind. Microorganism</source> <volume>44</volume>:<fpage>6</fpage>. doi: <pub-id pub-id-type="doi">10.3969/j.issn.1001-6678.2014.04.002</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name></person-group> (<year>2012b</year>). <article-title>Diversity of yeast species during fermentative process contributing to Chinese Maotai-flavour liquor making</article-title>. <source>Lett. Appl. Microbiol.</source> <volume>55</volume>, <fpage>301</fpage>&#x2013;<lpage>307</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1472-765X.2012.03294.x</pub-id>, PMID: <pub-id pub-id-type="pmid">22862564</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name></person-group> (<year>2021</year>). <article-title>Discovery and development of a novel short-chain fatty acid ester synthetic biocatalyst under aqueous phase from Monascus purpureus isolated from baijiu</article-title>. <source>Food Chem.</source> <volume>338</volume>:<fpage>128025</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodchem.2020.128025</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2018</year>). <article-title>Effects of main functional strains on Zygosaccharomyces bailii in Chinese Maotai-flavor liquor fermentation</article-title>. <source>Microbiol. China</source> <volume>45</volume>, <fpage>42</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.13344/j.microbiol.china.170190</pub-id></citation></ref>
<ref id="ref70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>J.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name> <name><surname>Zhao</surname> <given-names>Z.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Flavor mystery of Chinese traditional fermented baijiu: the great contribution of ester compounds</article-title>. <source>Food Chem.</source> <volume>369</volume>:<fpage>130920</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodchem.2021.130920</pub-id>, PMID: <pub-id pub-id-type="pmid">34461518</pub-id></citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <name><surname>Liu</surname> <given-names>Y. F.</given-names></name> <name><surname>Li</surname> <given-names>J. H.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name></person-group> (<year>2019</year>). <article-title>Identification of microorganisms producing lactic acid during solid-state fermentation of Maotaiflavour liquor</article-title>. <source>J. Inst. Brew.</source> <volume>125</volume>, <fpage>171</fpage>&#x2013;<lpage>177</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jib.537</pub-id></citation></ref>
<ref id="ref72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Liu</surname> <given-names>Y. F.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <name><surname>Li</surname> <given-names>J. H.</given-names></name> <name><surname>Du</surname> <given-names>G. C.</given-names></name></person-group> (<year>2020a</year>). <article-title>Genome sequencing and flavor compound biosynthesis pathway analyses of <italic>bacillus licheniformis</italic> isolated from Chinese maotai-flavor liquor-brewing microbiome</article-title>. <source>Food Biotechnol.</source> <volume>34</volume>, <fpage>193</fpage>&#x2013;<lpage>211</lpage>. doi: <pub-id pub-id-type="doi">10.1080/08905436.2020.1789474</pub-id></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>L.</given-names></name> <name><surname>Xian</surname> <given-names>C.</given-names></name> <name><surname>Li</surname> <given-names>P.</given-names></name> <name><surname>Wang</surname> <given-names>X. Y.</given-names></name> <name><surname>Song</surname> <given-names>D. D.</given-names></name> <name><surname>Zhao</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>The spatio-temporal diversity and succession of microbial community and its environment driving factors during stacking fermentation of Maotai-flavor baijiu</article-title>. <source>Food Res. Int.</source> <volume>169</volume>:<fpage>112892</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2023.112892</pub-id>, PMID: <pub-id pub-id-type="pmid">37254340</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. L.</given-names></name> <name><surname>Liu</surname> <given-names>Y. F.</given-names></name> <name><surname>Li</surname> <given-names>J. H.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name></person-group> (<year>2020b</year>). <article-title>Lactic acid biosynthesis pathways and important genes of <italic>Lactobacillus panis</italic> L7 isolated from the Chinese liquor brewing microbiome</article-title>. <source>Food Biosci.</source> <volume>36</volume>:<fpage>100627</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.fbio.2020.100627</pub-id></citation></ref>
<ref id="ref75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zha</surname> <given-names>M. S.</given-names></name> <name><surname>Sun</surname> <given-names>B. G.</given-names></name> <name><surname>Wu</surname> <given-names>Y. P.</given-names></name></person-group> (<year>2018</year>). <article-title>Improving flavor metabolism of <italic>Saccharomyces cerevisiae</italic> by mixed culture with Wickerhamomyces anomalus for Chinese baijiu making [J]</article-title>. <source>J. Biosci. Bioeng.</source> <volume>126</volume>, <fpage>189</fpage>&#x2013;<lpage>195</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jbiosc.2018.02.010</pub-id>, PMID: <pub-id pub-id-type="pmid">29551466</pub-id></citation></ref>
<ref id="ref76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>J. T.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Chen</surname> <given-names>H. Y.</given-names></name> <name><surname>Zhu</surname> <given-names>T.</given-names></name> <name><surname>Xu</surname> <given-names>J. J.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Temperature fluctuation promotes the thermal adaptation of soil microbial respiration</article-title>. <source>Nat. Ecol. Evol.</source> <volume>7</volume>, <fpage>205</fpage>&#x2013;<lpage>213</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41559-022-01944-3</pub-id>, PMID: <pub-id pub-id-type="pmid">36635341</pub-id></citation></ref>
<ref id="ref77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>W.</given-names></name> <name><surname>Si</surname> <given-names>G.</given-names></name> <name><surname>Rao</surname> <given-names>Z.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>X.</given-names></name> <name><surname>Mei</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>High yield of tetramethyl pyrazine in functional Fuqu using <italic>bacillus amyloliquefaciens</italic> [J]</article-title>. <source>Food Biosci.</source> <volume>31</volume>:<fpage>100435</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.fbio.2019.100435</pub-id></citation></ref>
<ref id="ref78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>H. X.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Tan</surname> <given-names>Y. W.</given-names></name> <name><surname>Wang</surname> <given-names>H. Y.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Effect of Pichia on shaping the fermentation microbial community of sauce-flavor baijiu</article-title>. <source>Int. J. Food Microbiol.</source> <volume>336</volume>:<fpage>108898</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2020.108898</pub-id>, PMID: <pub-id pub-id-type="pmid">33129005</pub-id></citation></ref>
<ref id="ref79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>C. L.</given-names></name> <name><surname>Yang</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>Z.</given-names></name> <name><surname>Gan</surname> <given-names>G. D.</given-names></name> <name><surname>He</surname> <given-names>J. J.</given-names></name></person-group> (<year>2022</year>). <article-title>Microbial community and its relationship with volatile compounds in moutai-flavor baijiu stacking fermentation process</article-title>. <source>Food Sci. Technol.</source> <volume>47</volume>, <fpage>111</fpage>&#x2013;<lpage>117</lpage>. doi: <pub-id pub-id-type="doi">10.13684/j.cnki.spkj.2022.04.036</pub-id></citation></ref>
<ref id="ref80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>C.</given-names></name> <name><surname>Yan</surname> <given-names>X.</given-names></name> <name><surname>Yang</surname> <given-names>S.</given-names></name> <name><surname>Chen</surname> <given-names>F.</given-names></name></person-group> (<year>2017</year>). <article-title>Screening of Bacillus strains from Luzhou-flavor liquor making for high-yield ethyl hexanoate and low-yield propanol</article-title>. <source>LWT</source> <volume>77</volume>, <fpage>60</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lwt.2016.11.035</pub-id></citation></ref>
<ref id="ref81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>X. W.</given-names></name> <name><surname>Yan</surname> <given-names>Z.</given-names></name> <name><surname>Nout</surname> <given-names>M. J.</given-names></name> <name><surname>Smid</surname> <given-names>E. J.</given-names></name> <name><surname>Zwietering</surname> <given-names>M. H.</given-names></name> <name><surname>Boekhout</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Microbiota dynamics related to environmental conditions during the fermentative production of fen-Daqu, a Chinese industrial fermentation starter</article-title>. <source>Int. J. Food Microbiol.</source> <volume>182-183</volume>, <fpage>57</fpage>&#x2013;<lpage>62</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijfoodmicro.2014.05.008</pub-id>, PMID: <pub-id pub-id-type="pmid">24863368</pub-id></citation></ref>
<ref id="ref82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>J. L.</given-names></name> <name><surname>Li</surname> <given-names>X. C.</given-names></name> <name><surname>Li</surname> <given-names>S. J. Y.</given-names></name> <name><surname>Ding</surname> <given-names>H. X.</given-names></name> <name><surname>Lang</surname> <given-names>Y.</given-names></name> <name><surname>Xu</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Airborne microorganisms and key environmental factors shaping their community patterns in the core production area of the Maotai-flavor baijiu</article-title>. <source>Sci. Total Environ.</source> <volume>912</volume>:<fpage>169010</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.scitotenv.2023.169010</pub-id>, PMID: <pub-id pub-id-type="pmid">38040348</pub-id></citation></ref>
<ref id="ref83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>Q.</given-names></name> <name><surname>Chen</surname> <given-names>L. Q.</given-names></name> <name><surname>Peng</surname> <given-names>Z.</given-names></name> <name><surname>Zhang</surname> <given-names>Q. L.</given-names></name> <name><surname>Huang</surname> <given-names>W. Q.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Analysis of environmental driving factors on Core functional community during Daqu fermentation</article-title>. <source>Food Res. Int.</source> <volume>157</volume>:<fpage>111286</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2022.111286</pub-id>, PMID: <pub-id pub-id-type="pmid">35761594</pub-id></citation></ref>
<ref id="ref84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>M.</given-names></name> <name><surname>Deng</surname> <given-names>Z.</given-names></name> <name><surname>Tie</surname> <given-names>Y.</given-names></name> <name><surname>Quan</surname> <given-names>S. K.</given-names></name> <name><surname>Zhang</surname> <given-names>W. X.</given-names></name> <name><surname>Wu</surname> <given-names>Z. Y.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Unveiling the synthesis of aromatic compounds in sauce-flavor Daqu from the functional microorganisms to enzymes</article-title>. <source>Food Res. Int.</source> <volume>190</volume>:<fpage>114628</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2024.114628</pub-id>, PMID: <pub-id pub-id-type="pmid">38945581</pub-id></citation></ref>
<ref id="ref85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>D. W.</given-names></name> <name><surname>Wu</surname> <given-names>Z. Y.</given-names></name> <name><surname>Luo</surname> <given-names>A. M.</given-names></name> <name><surname>Gao</surname> <given-names>H.</given-names></name></person-group> (<year>2015</year>). <article-title>Characterization and detection of toxoflavin-producing Burkholderia in rice straws and Daqu for Chinese Maotai-flavour liquor brewing</article-title>. <source>J. Inst. Brew.</source> <volume>121</volume>, <fpage>290</fpage>&#x2013;<lpage>294</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jib.210</pub-id></citation></ref>
<ref id="ref86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhuang</surname> <given-names>X. J.</given-names></name> <name><surname>Wu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>Y.</given-names></name></person-group> (<year>2017</year>). <article-title>Physiological characteristics of Zygosaccharomyces bailii and its interaction with <italic>Bacillus licheniformis</italic> in Chinese Maotai-flavor liquor making</article-title>. <source>Microbiol. China</source> <volume>44</volume>, <fpage>251</fpage>&#x2013;<lpage>262</lpage>. doi: <pub-id pub-id-type="doi">10.13344/j.microbiol.china.160174</pub-id></citation></ref>
<ref id="ref87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhuansun</surname> <given-names>W. W.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>Z. Q.</given-names></name> <name><surname>Liu</surname> <given-names>H. Z.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>L. L.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Dynamic changes in the microbial community, flavour components in jiupei of a novel Maotai-Luzhou&#x2013;flavoured liquor under various daqu blending modes and their correlation analysis</article-title>. <source>LWT</source> <volume>172</volume>:<fpage>114167</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lwt.2022.114167</pub-id></citation></ref>
<ref id="ref88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuo</surname> <given-names>Q. C.</given-names></name> <name><surname>Huang</surname> <given-names>Y. G.</given-names></name> <name><surname>Guo</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Evaluation of bacterial diversity during fermentation process: a comparison between handmade and machine-made high-temperature Daqu of Maotai-flavor liquor</article-title>. <source>Ann. Microbiol.</source> <volume>70</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s13213-020-01598-1</pub-id></citation></ref>
</ref-list>
</back>
</article>