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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.1064710</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of the application or coating of PGPR-based biostimulant on the growth, yield and nutritional status of maize in Benin</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Adoko</surname>
<given-names>Marcel Y&#xe9;v&#xe8;do</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1254641"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Noumavo</surname>
<given-names>Agossou Damien Pac&#xf4;me</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Agbodjato</surname>
<given-names>Nad&#xe8;ge Adouk&#xe8;</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1231730"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Amogou</surname>
<given-names>Olar&#xe9;wadjou</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1287711"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Salami</surname>
<given-names>Hafiz Ad&#xe9;wal&#xe9;</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1094523"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Agu&#xe9;gu&#xe9;</surname>
<given-names>Ricardos M&#xe8;vognon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1395371"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Adjovi Ahoyo</surname>
<given-names>Nestor</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Adjanohoun</surname>
<given-names>Adolphe</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Baba-Moussa</surname>
<given-names>Lamine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/240657"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratoire de Biologie et Typage de Mol&#xe9;culaire en Microbiologie, D&#xe9;partement de Biochimie et de Biologie Cellulaire, Facult&#xe9; des Sciences et Technique, Universit&#xe9; d&#x2019;Abomey-Calavi</institution>, <addr-line>Cotonou</addr-line>, <country>Benin</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratoire de Microbiologie et de Technologie Alimentaire, Facult&#xe9; des Sciences et Technique, Universit&#xe9; d&#x2019;Abomey-Calavi</institution>, <addr-line>Cotonou</addr-line>, <country>Benin</country>
</aff>    <aff id="aff3">
<sup>3</sup>
<institution>Institut National des Recherches Agricoles du B&#xe9;nin (INRAB)</institution>, <addr-line>Cotonou</addr-line>, <country>Benin</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Waheed Akram, University of the Punjab, Pakistan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Hakim Manghwar, Lushan Botanical Garden (CAS), China; Mohamed Hafez, City of Scientific Research and Technological Applications, Egypt</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Lamine Baba-Moussa, <email xlink:href="mailto:laminesaid@yahoo.fr">laminesaid@yahoo.fr</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Symbiotic Interactions, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1064710</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Adoko, Noumavo, Agbodjato, Amogou, Salami, Agu&#xe9;gu&#xe9;, Adjovi Ahoyo, Adjanohoun and Baba-Moussa</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Adoko, Noumavo, Agbodjato, Amogou, Salami, Agu&#xe9;gu&#xe9;, Adjovi Ahoyo, Adjanohoun and Baba-Moussa</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>Biotechnology proposes various ecological approaches to control climatic constraints, soil fertility and plant nutrition using biological products, such as biostimulants to achieve a healthy and environment-friendly agriculture. The aim of this study was to compare the effect of biostimulant-coated maize seed and biostimulant application on the growth, yield and nutritional status of maize in Benin. The trials were set up with 100 producers spread over the whole of Benin. The experimental design was a block of three treatments with 11 replicates per Research-Development (R-D) sites. The maize varieties 2000 SYNEE-W BENIN and TZL COMP 4-W BENIN were used. The best growth (height, stem diameter and leaf area) and yield performances (thousand grains weight and grains yield) were obtained by treatments T<sub>2</sub> (Application of biostimulant + &#xbd; NPK-Urea) and T<sub>3</sub> (Seed coating with biostimulant + &#xbd; NPK-Urea) compared to the farmers&#x2019; practice (T<sub>1</sub>). A significant difference was observed between the different treatments for height, leaf area, 1000 grains weight and maize-grain yield. From one Research-Development site to another, a significant difference was also observed for all parameters. The treatment- Research-Development site interaction was also significant in most areas. The applied or coated biostimulant improved the uptake of nitrogen, phosphorus and especially potassium with higher significant difference compared to the recommended dose of mineral fertilizer. The two techniques of using the biostimulant combined with the half-dose of mineral fertilizer gave the better growth, yield and nutritional status compared to the farmers&#x2019; practice in all areas study. This biostimulant can be used to ensure food security and sustainable agriculture in Benin.</p>
</abstract>
<kwd-group>
<kwd>biostimulant</kwd>
<kwd>maize</kwd>
<kwd>nutritional status</kwd>
<kwd>food security</kwd>
<kwd>sustainable agriculture</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="14"/>
<word-count count="5493"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>    <p>Food security is the ability of a population to access and afford enough food to live a healthy life (<xref ref-type="bibr" rid="B45">Olanrewaju et&#xa0;al., 2022</xref>). Feeding the growing world population is one of the major challenges for agriculture. In Benin, soils are weakened and subject to deep disturbances, such as physical and chemical degradation, low microbial activity and this has resulted to the decline in the soil fertility with negative consequent to low productivity (<xref ref-type="bibr" rid="B27">Igu&#xe9; et&#xa0;al., 2013</xref>). For decades, the application of chemical fertilizers have played a crucial role worldwide to increase growth, crop yield and maintain an adequate food supply (<xref ref-type="bibr" rid="B41">Meena et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B18">Chaudhary et&#xa0;al., 2020</xref>). Several authors studied the long-term use of chemical fertilizers and their impacts on the agroecosystem (<xref ref-type="bibr" rid="B17">Chaudhary et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Bishnoi, 2018</xref>). Their applications provide nutrients in high concentrations but with many drawbacks on soil health, water quality and safe environment (<xref ref-type="bibr" rid="B54">Vejan et&#xa0;al., 2016</xref>). The use of mineral fertilizers improve productivity, but also leaves undetermined effects on the ecosystem (<xref ref-type="bibr" rid="B36">Kumar and Shastri, 2017</xref>). These numerous environmental problems include groundwater pollution, soil acidification, eutrophication, low soil fertility, loss of biodiversity, high energy consumption in synthesis processes, and contamination of crop products (<xref ref-type="bibr" rid="B9">Agbodjato et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B52">Tomer et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Mahanty et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Ilangumaran and Smith, 2017</xref>; <xref ref-type="bibr" rid="B35">Kourgialas et&#xa0;al., 2017</xref>). To increase crop productivity in an environmentally friendly manner, the use of biostimulants, such as plant growth-promoting microorganisms remain the the most promising ways (<xref ref-type="bibr" rid="B20">De Pascale et&#xa0;al., 2017</xref>).</p>
<p>In the last decade, great efforts have been made to substitute chemical fertilizers with environmentally friendly biostimulants (<xref ref-type="bibr" rid="B31">Kamilova et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B38">Liu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B51">Thomas and Singh, 2019</xref>; <xref ref-type="bibr" rid="B12">Amogou et&#xa0;al., 2021</xref>). The response to microbial biostimulants inoculation on different crops has been widely evaluated, thus showing significant increase in the growth and yields of agricultural crops (<xref ref-type="bibr" rid="B13">Babalola et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B11">Agu&#xe9;gu&#xe9; et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B3">Adoko et&#xa0;al., 2021a</xref>).</p>
<p>Plant growth-promoting microorganisms play an important role in regulating the dynamics of various ecological processes, such as decomposition of organic matter and accessibility of different plant nutrients, such as iron magnesium, nitrogen, phosphorus and potassium (<xref ref-type="bibr" rid="B47">Priyanka et&#xa0;al., 2020</xref>). Microbial biostimulants are the main component of integrated nutrient management, thus leading to their sustainability. In addition, these biostimulants can be used as cost-effective biological inputs to increase crop productivity while reducing mineral fertilizer rates and ultimately harvesting more nutrients from the soil (<xref ref-type="bibr" rid="B10">Agu&#xe9;gu&#xe9; et&#xa0;al., 2021a</xref>). Biostimulants are sometimes composed of plant growth-promoting rhizobacteria (PGPR), a group of bacteria that actively colonise plant roots, that support plant growth and suppress plant pathogens (<xref ref-type="bibr" rid="B32">Khan et&#xa0;al., 2018</xref>). PGPR produce plant hormones (auxin, gibberellin and cytokinin), promote phosphate solubilisation, potassium mineralization and nitrogen fixation, which are important natural organic biostimulants (<xref ref-type="bibr" rid="B49">Rosier et&#xa0;al., 2018</xref>). PGPR based biostimulants, with their natures, can play important roles in maintaining soil fertility (<xref ref-type="bibr" rid="B23">Gamez et&#xa0;al., 2019</xref>).</p>
<p>Maize is a prevalent crop in Benin&#x2019;s cropping systems (<xref ref-type="bibr" rid="B25">Gogan et&#xa0;al., 2018</xref>). It is very sensitive to low availability of phosphorus and other mineral elements for growth (<xref ref-type="bibr" rid="B46">Postma and Lynch, 2011</xref>) and has been shown to be amenable to application of PGPR-based biostimulants (<xref ref-type="bibr" rid="B6">Agbodjato et&#xa0;al., 2021a</xref>). Over the last decades in Benin, a lot of work has been done on the use of different biostimulants on maize productivity These studies were carried out on the identification, biochemical characterization, formulation, inoculation and application of PGPR-based biostimulants to increase maize growth and yield (<xref ref-type="bibr" rid="B2">Adjanohoun et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B8">Agbodjato et&#xa0;al., 2021b</xref>; <xref ref-type="bibr" rid="B5">Adoko et&#xa0;al., 2021b</xref>). Nevertheless, studies on the PGPR-based biostimulant-coated maize seed in Benin are less documented. Therefore, the aim of this study was to compare the effect of biostimulant-coated maize seed and biostimulant application on growth, yield and nutritional status of maize in Benin.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Study areas</title>
<p>Trials were set up at 100 farmers&#x2019; sites in different villages of South, Center and North Benin (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). In South with 34 farmers, this includes 11 in Adakplam&#xe8; (K&#xe9;tou), 12 in Eglimey (Aplahou&#xe9;) and 11 in Saharo-Nagot (Sak&#xe9;t&#xe9;). In Center with 33 producers, including 11 in Miniffi (Dassa-Zoum&#xe8;), 11 in Gbanlin (Ou&#xe8;ss&#xe8;) and 11 in Akatakou (Bant&#xe8;). In North with 33 producers, this includes 11 in Soaodou (P&#xe9;huncho), 11 in Kokey (Banikoara) and 11 in Badou (Gogounou). Moreover, the selected sites were flat land with a maximum slope of 2%, and not flooded. The decline in the soil fertility was a major constraint. The experimental sites were at least 500&#xa0;m apart.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Study areas of the on farmers&#x2019; trials in Benin.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>Biostimulant formulation</title>
<p>Method adapted from <xref ref-type="bibr" rid="B19">Connick et&#xa0;al. (1991)</xref> was used. Maize flour, bacterial suspension (10<sup>8</sup> CFU/ml) of <italic>Pseudomonas putida</italic>, binder (Clay) and sucrose were used. These components were put into boxes and mixed with gloved hands until a soft paste was obtained. This was spread on aluminium foil for two days at a temperature of 25&#xb0;C. After two days of drying, the resulting product was ground in a mortar and then sieved. The different activities were carried out under aseptic conditions. The strain of <italic>P. putida</italic> used in the study was isolated and characterised by <xref ref-type="bibr" rid="B1">Adjanohoun et&#xa0;al. (2011)</xref>.</p>
</sec>
<sec id="s2_3">
<title>Characterization of maize seed</title>
<p>Maize variety 2000 SYNEE-W BENIN developed by the International Institute of Tropical Agriculture (IITA) and the Institut National des Recherches Agricoles du B&#xe9;nin (INRAB) was used in the South. It is an extra-early variety of 75 days, with potential grains yield of 2.5t ha<sup>-1</sup> in a farming environment. In Central and North, the maize variety TZL COMP 4-W BENIN was used. It is a 110-day composite variety with an average grain yield of 4t ha<sup>-1</sup> on the farm (<xref ref-type="bibr" rid="B39">MAEP, 2016</xref>).</p>
</sec>
<sec id="s2_4">
<title>Experimental design</title>
<p>The experimental design was a block of three treatments with 11 replicates per R-D study site where each replicate represented one producer in each site. The treatments were defined as follows: T<sub>1</sub> = Farmer practice (N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub> (200 Kgha<sup>-1</sup>), Urea (100 Kgha<sup>-1</sup>); T<sub>2</sub> = Biostimulant application + &#xbd; dose of NPK-Urea (NPK (100 Kgha<sup>-1</sup>), Urea (50 Kgha<sup>-1</sup>); T<sub>3</sub> = Seed coated with biostimulant + &#xbd; dose of NPK-Urea (NPK (100 Kgha<sup>-1</sup>), Urea (50 Kgha<sup>-1</sup>). Each elementary plot had an area of 40 m&#xb2; and consisted of five lines of 10&#xa0;m. The distance between plots was 5&#xa0;m. The sowing was done at a spacing of 0.80&#xa0;m x 0.40&#xa0;m or a density of 31,250 plants ha<sup>-1</sup> (<xref ref-type="bibr" rid="B58">Yallou et&#xa0;al., 2010</xref>).</p>
</sec>
<sec id="s2_5">
<title>Application of the recommended dose of N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub>-Urea</title>
<p>The half (&#xbd;) dose of N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub> was applied as a bottom dressing on the day of sowing on two biostimulants plots. It is only on the farmer&#x2019;s plot that NPK was applied on the 15th Day After Sowing (DAS). On the other hand, Urea was applied on the 45th DAS for all plots.</p>
</sec>
<sec id="s2_6">
<title>Application of biostimulant and half dose of N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub>-Urea</title>
<p>After opening three pits of about 5&#xa0;cm deep with 2&#xa0;cm apart, two maize seeds were placed into the central one. Then, 2&#xa0;g of biostimulant + &#xbd; N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub> were applied separately in the other two pits on the day of sowing. The half dose of Urea was applied on the 45 DAS for all plots.</p>
</sec>
<sec id="s2_7">
<title>Coating of biostimulant and half dose of N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub>-Urea</title>
<p>The ratio of 1000&#xa0;g of seed, 100&#xa0;g of biostimulant and 100&#xa0;ml sterile distilled water was used to coat maize seeds. The seeds were mixed and then dried at room temperature for 24 hours. After opening two pits about 5&#xa0;cm deep and 2&#xa0;cm apart, two maize seeds coated with biostimulant were placed in one pit and the half dose of N<sub>13</sub>P<sub>17</sub>K<sub>17</sub>S<sub>6</sub>B<sub>0,5</sub>Zn<sub>1,5</sub> was applied separately in the second pit on the day of sowing. The half dose of Urea was applied on the 45 DAS for all plots.</p>
</sec>
<sec id="s2_8">
<title>Chemical analysis of the soil</title>
<p>Composite soil samples of 500&#xa0;g were taken at a depth of 0-20&#xa0;cm from the different sites in the South (Adakplam&#xe8;, Eglimey, Saharo-Nagot), Center (Akatakou, Gbanlin, Miniffi) and North (Badou, Kokey, Soaodou) prior to the installation of the experimental device using an auger. Five sampling points were randomly selected. Four of the five sampling points were located on the four cardinal points (North-South-West-East). The fifth sampling point was located approximately at the junction of the four previous points (<xref ref-type="bibr" rid="B1">Adjanohoun et&#xa0;al., 2011</xref>). These samples were sent to the Laboratoire des Sciences du Sol, Eau et Environnement (LSSEE) of the Institut National des Recherches Agricoles du B&#xe9;nin (INRAB) for analysis. These analyses consisted of determining the pH (water), (by glass electrode in a soil/water ratio of 1/2.5), organic matter and carbon (<xref ref-type="bibr" rid="B56">Walkley and Black, 1934</xref>), assimilable phosphorus (<xref ref-type="bibr" rid="B16">Bray and Kurtz, 1945</xref>), total nitrogen (<xref ref-type="bibr" rid="B34">Kjeldahl, 1883</xref>), and exchangeable bases by the <xref ref-type="bibr" rid="B42">Metson (1956)</xref> method with ammonium acetate at a pH equal to 7.</p>
</sec>
<sec id="s2_9">
<title>Collection of growth and yield data</title>    <p>All growth parameters of the maize plants were measured at 60 DAS in South and 70 DAS in Center and North. Height was measured with a tape meter; stem diameter was measured with a calliper and leaf area was estimated by the product of length and width of leaves with the coefficient 0.75 (<xref ref-type="bibr" rid="B50">Ruget and Bonhomme Chartier, 1996</xref>). The ears of 10 maize plants located on central lines of each elementary plot were harvested at 80 DAS in South and at 120 DAS in Center and North. After shelling, total mass of maize grains was measured using a precision balance (Highland HCB 3001. Max: 3000 x 0.1&#xa0;g) and the moisture content was taken using a moisture meter (LDS-1F). Grains yield was determined according to the formula described by <xref ref-type="bibr" rid="B53">Vald&#xe9;s et&#xa0;al. (2013)</xref>: R = <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>Px</mml:mtext>
<mml:mn>10.000</mml:mn>
<mml:mo stretchy="false">)</mml:mo>
<mml:mtext>&#x2009;x</mml:mtext>
<mml:mn>14</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>Sx</mml:mtext>
<mml:mn>1.000</mml:mn>
<mml:mo stretchy="false">)</mml:mo>
<mml:mtext>xH</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</p>        <p>where: R = grains yield in t ha-1; P = mass of maize grains in kg; S = harvest area in m&#xb2;; H = moisture percentage of maize grains in %.</p>
<p>After proper drying until moisture content stabilized (H = 14), the weight of 1000 maize grains were taken according to treatments and R-D sites.</p>
</sec>
<sec id="s2_10">
<title>Assessment of the nutritional status of maize plants</title>
<p>A representative 500&#xa0;g sample of the dry biomass mixture was taken from each plot. Each sample was placed in a labelled bag. The packaged samples were sent to the Laboratoire des Sciences du Sol Eau et Environement (LSSEE) to determine the N, P, and K content. After dry mineralisation, the ash was dissolved with HCl (6N) and dissolved with HNO<sub>3</sub> (0.1N). Phosphorus (P) was determined by colorimetry, potassium (K) by atomic absorption spectrophotometry and nitrogen (N) was determined by the method of <xref ref-type="bibr" rid="B34">Kjeldahl (1883)</xref>.</p>
</sec>
<sec id="s2_11">
<title>Statistical analysis</title>
<p>Effect of experimental area and applied treatments on plant growth and yield performance was assessed by means of a two-factor ANOVA test. Normality and homogeneity of variances of data were performed by ANOVA (<xref ref-type="bibr" rid="B24">Gl&#xe8;l&#xe8; Kaka&#xef; et&#xa0;al., 2006</xref>). Thus, Shapiro-Wilk and Levene tests were performed, and type III ANOVA tests were adopted to analyse effect of zone and treatment factors on the parameters evaluated. Once the ANOVA test was significant, a <italic>post hoc</italic> test of pairwise comparisons using Tuckey <italic>post hoc</italic> test (<xref ref-type="bibr" rid="B22">Douglas and Michael, 1991</xref>) was carried out to assess statistical differences of the means. In addition, descriptive statistics were calculated per measured parameter. The various tests were performed in the R 4.0.2 software (<xref ref-type="bibr" rid="B48">R Core Team, 2020</xref>). These analyses require the use of dplyr and DescTools packages for calculation of descriptive statistics, ggplot2 and ggpur packages for creation of moustache boxes. Stats packages for shapiro test and levene test, the &#x2018;&#x2018;car&#x2019;&#x2019; packages for ANOVA and multcomp packages for <italic>post hoc</italic> pairwise comparison test. Significance level was at 5%.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Soil chemical characteristics</title>
<p>The soil chemistry characteristics of the R-D sites were presented in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. The recorded water pH values (5.78 to 6.80) indicated that the soils were moderately acidic. Cation Exchange Capacity (CEC) values of the soils at the different areas were very low, which ranges from 4.64 to 7.91 cmol<sup>+</sup> kg<sup>-1</sup>. The available phosphorus was between 4 and 14 mg kg<sup>-1</sup>. The C/N ratio was relatively low and varied between 10.23 and 13.33. The sum of exchangeable bases varied between 3.48 to 9.23 cmol<sup>+</sup> kg<sup>-1</sup> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Chemical characteristics of the soils in different Research-Development site.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Research-Development site</th>
<th valign="top" colspan="6" align="center">Horizons 0 &#x2013; 20 cm</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">pH water</th>
<th valign="top" align="center">OM (%)</th>
<th valign="top" align="center">P-ass (mg Kg<sup>-1</sup>)</th>
<th valign="top" align="center">C/N</th>
<th valign="top" align="center">Sum of exchangeable bases (cmol<sup>+</sup> kg<sup>-1</sup>)</th>
<th valign="top" align="center">CEC (cmol<sup>+</sup> kg<sup>-1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Eglym&#xe8; (Aplahou&#xe9;)</td>
<td valign="top" align="center">6.30</td>
<td valign="top" align="center">1.49</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">10.23</td>
<td valign="top" align="center">9.23</td>
<td valign="top" align="center">7.91</td>
</tr>
<tr>
<td valign="top" align="left">Adakplam&#xe8; (K&#xe9;tou)</td>
<td valign="top" align="center">6.80</td>
<td valign="top" align="center">1.57</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">10.43</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">7.82</td>
</tr>
<tr>
<td valign="top" align="left">Saharo-Nagot (Sak&#xe9;t&#xe9;)</td>
<td valign="top" align="center">6.50</td>
<td valign="top" align="center">1.50</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">11.12</td>
<td valign="top" align="center">4.83</td>
<td valign="top" align="center">5.94</td>
</tr>
<tr>
<td valign="top" align="left">Miniffi (Dassa)</td>
<td valign="top" align="center">6.20</td>
<td valign="top" align="center">1.16</td>
<td valign="top" align="center">4.75</td>
<td valign="top" align="center">13.33</td>
<td valign="top" align="center">7.84</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Gbanlin (Ou&#xe8;ss&#xe8;)</td>
<td valign="top" align="center">5.78</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">12.52</td>
<td valign="top" align="center">4.22</td>
<td valign="top" align="center">4.64</td>
</tr>
<tr>
<td valign="top" align="left">Akatakou (Bant&#xe8;)</td>
<td valign="top" align="center">5.95</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">10.80</td>
<td valign="top" align="center">3.48</td>
<td valign="top" align="center">6.50</td>
</tr>
<tr>
<td valign="top" align="left">Kokey (Banikoara)</td>
<td valign="top" align="center">6.30</td>
<td valign="top" align="center">1.29</td>
<td valign="top" align="center">5.03</td>
<td valign="top" align="center">11.88</td>
<td valign="top" align="center">5.46</td>
<td valign="top" align="center">5.87</td>
</tr>
<tr>
<td valign="top" align="left">Bagou (Gogounou)</td>
<td valign="top" align="center">6.08</td>
<td valign="top" align="center">1.39</td>
<td valign="top" align="center">5.20</td>
<td valign="top" align="center">11.57</td>
<td valign="top" align="center">6.03</td>
<td valign="top" align="center">7.63</td>
</tr>
<tr>
<td valign="top" align="left">Saodou (P&#xe9;unko)</td>
<td valign="top" align="center">6.10</td>
<td valign="top" align="center">1.36</td>
<td valign="top" align="center">12.60</td>
<td valign="top" align="center">12.27</td>
<td valign="top" align="center">5.92</td>
<td valign="top" align="center">6.20</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>pH (water); OM, organic matter; P-ass,assimilable phosphorus; C, carbon; N, Nitrogen; CEC, cation exchange capacity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>    <sec id="s3_2">   <title>Height of maize plants</title>
<p>The histogram in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> illustrates the variation in average height of maize plants per treatment and experimental site. In all R-D study sites in Benin, application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub> = 196.57&#xa0;cm) and the coating of biostimulant + &#xbd; NPK-Urea (T<sub>3</sub> = 197.20&#xa0;cm) gave the better performances. A respective increase of 17.65% (T<sub>2</sub>) and 18.03% (T<sub>3</sub>) compared to the farmers&#x2019; practice (T<sub>1</sub> = 167.08&#xa0;cm) was observed. ANOVA showed a significant difference in the effects of treatments (<italic>p</italic> = 0.001) and experimental sites (<italic>p&lt;</italic> 0.001). Interaction between different treatments and different sites was also significant (<italic>p</italic> = 0.003) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Average height of maize plants per treatment and experimental site. <italic>p</italic> &lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>i,hi,gi,fgi,efgi etc &#x2026;</sup>are significantly different at the 5% threshold. T<sub>1</sub>: farmer practice (100% NPK-Urea), T<sub>2</sub>: biostimulant application + &#xbd; NPK-Urea, T<sub>3</sub>: biostimulant coating + &#xbd; NPK-Urea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Stem diameter of maize plants</title>
<p>The histogram in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> shows the variation in the stem diameter of maize plants as a function of the experimental site and the histogram in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> shows Treatment and site effects on maize stem diameter. In all R-D sites, the three treatments had comparable effects on maize stalk diameter (T<sub>2</sub> = 3.22cm; T<sub>3 =</sub> 3.17; T<sub>1</sub> = 3.08cm). The ANOVA revealed no significant difference between treatments in all R-D sites (<italic>P</italic> = 0.09) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). However, a significant difference in the effects of the experimental site (<italic>p&lt;</italic> 0.001) on the stem diameter of maize plants was found (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The interaction between treatments and sites was also not significant (<italic>P</italic> = 0.71).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Stem diameter of maize plants by experimental site. <italic>p</italic> &lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>f,ef,df,de,cd etc &#x2026;</sup>are significantly different at the 5% threshold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Treatment and site effects on maize stem diameter. <italic>p</italic> &gt; 0.05 (not significant). In the same line, means marked with same letters <sup>a,a,a</sup>are not significantly different at the 5% threshold. T<sub>1</sub>: farmer practice (100% NPK-Urea), T<sub>2</sub>: biostimulant application + &#xbd; NPK-Urea, T<sub>3</sub>: biostimulant coating + &#xbd; NPK-Urea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Leaf area of maize plants</title>
<p>The effect of biostimulants on leaf area of maize plant by experimental site was illustrated by the histogram in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>. Across all study sites in Benin, the largest leaf area (578.36 cm<sup>2</sup>) was obtained in South at Eglimey with farmer practice (T<sub>1</sub>). In Adakplam&#xe8;, Saharo-Nagot and Soaodou the farmers&#x2019; practice and the application of biostimulant + &#xbd; NPK-Urea were better than the seed coating with biostimulant with a significant difference (<italic>p</italic> = 0.015). There was no significant difference between the treatments on leaf area in the R-D sites of Akatakou, Gbanlin, Miniffi, Badou and Kokey. Across experimental sites, the difference was significant (<italic>p</italic>&lt; 0.001). From one experimental site to another, the difference was significant (<italic>p</italic>&lt; 0.001). There was no significant difference between interactions of treatments and the different sites (<italic>p</italic> = 0.061).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Maize plant leaf area by experimental site. <italic>p</italic>&lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>e,d,cd,bd etc &#x2026;</sup> are significantly different at the 5% threshold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g005.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Maize grains yield</title>
<p>Maize grain yields as a function of experimental site illustrated by the histogram in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> and the histogram in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref> shows effects of treatments and site on maize grain yield. The best maize grain yield (T<sub>2</sub> = 2.48&#xa0;t ha<sup>-1</sup>) was obtained at Eglimey with the application of biostimulant + &#xbd; NPK-Urea in South Benin. At Adakplam&#xe8; the application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub> = 2.23&#xa0;t ha<sup>-1</sup>) and seed coating with biostimulant + &#xbd; NPK-Urea (T<sub>3</sub> = 2.17&#xa0;t ha<sup>-1</sup>) induced respective increases of 27.42% and 24.00%. In Saharo-Nagot, application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub> = 2.10&#xa0;t ha<sup>-1</sup>) and seed coating with biostimulant + &#xbd; NPK-Urea (T<sub>3</sub> = 2.00&#xa0;t ha<sup>-1</sup>) exceeded the farmers&#x2019; practice by 20.00% and 14.28%, respectively with a significant difference (<italic>p</italic>&lt; 0.001). In the Centre, the best yield was obtained by the application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub> = 3.25&#xa0;t ha<sup>-1</sup>) at Akatakou. This treatment resulted in an increase of 12.06% compared to farmers&#x2019; practice. In Gbanlin and Miniffi, no significant difference was observed between treatments. In the North, the best yield was obtained in Kokey with the application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub> = 3.24&#xa0;t ha<sup>-1</sup>) which had an increase of 31.7%. At Badou, the same treatment was better (T<sub>2</sub> = 2.99&#xa0;t ha<sup>-1</sup>) with an increase of 6.03%. In Soaodou, seed coating with biostimulant + &#xbd; NPK-Urea was better (T<sub>3</sub> = 3.04&#xa0;t ha<sup>-1</sup>) with an increase of 15.58% compared to the farmers&#x2019; practice. The ANOVA results were significant between treatments (<italic>p</italic>&lt; 0.001) and sites (<italic>P</italic> = 0.009) (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7</bold>
</xref>). Interactions between treatments and sites were not significant (<italic>P</italic> = 0.61).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Maize grains yield by experimental site. <italic>p</italic>&lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>d,cd,bc,ab etc &#x2026;</sup> are significantly different at the 5% threshold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Effects of treatments and site on maize grain yield. <italic>p</italic> &lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>b,ab,a</sup> are significantly different at the 5% threshold.T<sub>1</sub>: farmer practice (100% NPK-Urea), T<sub>2</sub>: biostimulant application + &#xbd; NPK-Urea, T<sub>3</sub>: biostimulant coating + &#xbd; NPK-Urea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g007.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>Maize 1000 grains weights</title>
<p>Maize 1000 grains weights as a function of experimental site illustrated by the histogram in <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref> and the histogram in <xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref> shows effects of treatments and site on 1000 grains weights of maize. In the South, maize grains from the biostimulant + &#xbd; NPK-Urea application had higher weights compared to the other treatments. The highest value of 1000 grains weight was recorded in Saharo-Nagot (T<sub>2</sub> = 324.60&#xa0;g) with an increase of 18.44% compared to maize grains harvested with the farmer&#x2019;s practice. In the Centre, there was no significant difference between treatments. In the North, application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub>) and seed coating with biostimulant + &#xbd; NPK-Urea (T<sub>3</sub>) were better. In Soaodou, the biostimulant treatments were better than the farmer practice (T<sub>1</sub> = 285.42&#xa0;g, T<sub>2</sub> = 296.02&#xa0;g and T<sub>3</sub> = 295.45&#xa0;g). In all the R-D study sites, variance analysis&#x2019;s results showed a significant difference between the application of biostimulant + &#xbd; NPK-Urea (T<sub>2</sub>) and the others (T<sub>1</sub> and T<sub>3</sub>). In addition, there was no significant difference between the farmer&#x2019;s practice (T<sub>1</sub>) and the seed coating with biostimulant + &#xbd; NPK-Urea (T<sub>3</sub>) (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>) Across sites, the difference was also significant (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Weight of 1000 maize grains per experimental site.<italic>p</italic> &lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>d,cd,bd,bc etc &#x2026;</sup>are significantly different at the 5% threshold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g008.tif"/>
</fig>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Effects of treatments and site on 1000 grains weights of maize. <italic>p</italic> &lt; 0.001 (highly significant). In the same line, means marked with different letters <sup>b,a,a</sup>are significantly different at the 5% threshold.T<sub>1</sub>: farmer practice (100% NPK-Urea), T<sub>2</sub>: biostimulant application + &#xbd; NPK-Urea, T<sub>3</sub>: biostimulant coating + &#xbd; NPK-Urea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064710-g009.tif"/>
</fig>
</sec>
<sec id="s3_7">
<title>Nutritional status of maize plants</title>
<p>The nutritional status of maize plants of the R-D sites are presented in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. In a whole Benin, nitrogen status did not vary significantly with plants treated with 100% NPK-Urea and with application and coating of biostimulant + &#xbd; NPK-Urea. All inoculated plants improved nitrogen content. For phosphorus, the same thing was observed. Mineral fertilizers, applied and coated biostimulants had practically the same nutritional status. Hence, no significant differences were recorded. The highest potassium levels were obtained with biostimulant + &#xbd; NPK-Urea treatments with significant differences. This was observed in all sites. ANOVA revealed a higher significant difference (<italic>p</italic>&lt; 0.001) between treatments for potassium with no significance for nitrogen and phosphorus.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Nutritional status of maize plants.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Traitements</th>
<th valign="top" colspan="2" align="center">Nitrogen (N)%</th>
<th valign="top" colspan="2" align="center">Phosphorus (P<sub>2</sub>O<sub>5</sub>)%</th>
<th valign="top" colspan="2" align="center">Potassium (K<sub>2</sub>O)%</th>
</tr>
<tr>
<th valign="top" align="left">Zones</th>
<th valign="top" align="center"/>
<th valign="top" align="center">M</th>
<th valign="top" align="center">e</th>
<th valign="top" align="center">m</th>
<th valign="top" align="center">e</th>
<th valign="top" align="center">m</th>
<th valign="top" align="center">e</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>1</sub>
</td>
<td valign="top" align="center">1.956<sup>a</sup>
</td>
<td valign="top" align="center">0.162</td>
<td valign="top" align="center">0.218<sup>a</sup>
</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">0.389<sup>a</sup>
</td>
<td valign="top" align="center">0.135</td>
</tr>
<tr>
<td valign="top" align="left">South Benin</td>
<td valign="top" align="left">T<sub>2</sub>
</td>
<td valign="top" align="center">1.897<sup>a</sup>
</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">0.194<sup>a</sup>
</td>
<td valign="top" align="center">0.088</td>
<td valign="top" align="center">0.886<sup>a</sup>
</td>
<td valign="top" align="center">0.241</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>3</sub>
</td>
<td valign="top" align="center">1.873<sup>a</sup>
</td>
<td valign="top" align="center">0.042</td>
<td valign="top" align="center">0.180<sup>a</sup>
</td>
<td valign="top" align="center">0.083</td>
<td valign="top" align="center">1.587<sup>b</sup>
</td>
<td valign="top" align="center">0.664</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>1</sub>
</td>
<td valign="top" align="center">1.864<sup>a</sup>
</td>
<td valign="top" align="center">0.182</td>
<td valign="top" align="center">0.198<sup>a</sup>
</td>
<td valign="top" align="center">0.071</td>
<td valign="top" align="center">0.889<sup>a</sup>
</td>
<td valign="top" align="center">0.135</td>
</tr>
<tr>
<td valign="top" align="left">Centre-B&#xe9;nin</td>
<td valign="top" align="left">T<sub>2</sub>
</td>
<td valign="top" align="center">1.904<sup>a</sup>
</td>
<td valign="top" align="center">0.111</td>
<td valign="top" align="center">0.196<sup>a</sup>
</td>
<td valign="top" align="center">0.078</td>
<td valign="top" align="center">1.486<sup>b</sup>
</td>
<td valign="top" align="center">0.141</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>3</sub>
</td>
<td valign="top" align="center">1.876<sup>a</sup>
</td>
<td valign="top" align="center">0.142</td>
<td valign="top" align="center">0.190<sup>a</sup>
</td>
<td valign="top" align="center">0.082</td>
<td valign="top" align="center">1.587<sup>b</sup>
</td>
<td valign="top" align="center">0.264</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>1</sub>
</td>
<td valign="top" align="center">1.926<sup>a</sup>
</td>
<td valign="top" align="center">0.162</td>
<td valign="top" align="center">0.197<sup>a</sup>
</td>
<td valign="top" align="center">0.076</td>
<td valign="top" align="center">0.489<sup>a</sup>
</td>
<td valign="top" align="center">0.135</td>
</tr>
<tr>
<td valign="top" align="left">North Benin</td>
<td valign="top" align="left">T<sub>2</sub>
</td>
<td valign="top" align="center">1.987<sup>a</sup>
</td>
<td valign="top" align="center">0.121</td>
<td valign="top" align="center">0.204<sup>a</sup>
</td>
<td valign="top" align="center">0.068</td>
<td valign="top" align="center">1.586<sup>b</sup>
</td>
<td valign="top" align="center">0.241</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">T<sub>3</sub>
</td>
<td valign="top" align="center">1.983<sup>a</sup>
</td>
<td valign="top" align="center">0.122</td>
<td valign="top" align="center">0.199<sup>a</sup>
</td>
<td valign="top" align="center">0.086</td>
<td valign="top" align="center">1.587<sup>b</sup>
</td>
<td valign="top" align="center">0.364</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Significance</td>
<td valign="top" colspan="2" align="center">ns</td>
<td valign="top" colspan="2" align="center">ns</td>
<td valign="top" colspan="2" align="center">***</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>***= p&lt; 0.001 (highly significant). ns= p &gt; 0.05 (not significant). In the same column, means marked with different letters <sup>b,a</sup>are significantly different at the 5% threshold. m: mean. e: standard deviation; T<sub>1</sub>: farmer practice (100% NPK-Urea), T<sub>2</sub>: biostimulant application + &#xbd; NPK-Urea, T<sub>3</sub>: biostimulant coating + &#xbd; NPK-Urea.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The use of microbial biostimulants in agriculture to increase productivity is a natural and environmentally friendly alternative. Results of the initial chemical properties of experimental soils showed that they were slightly acidic. In addition, soils of different R-D sites had a low level of fertility characterised by a high C/N ratio in topsoil. Interaction between different chemical characteristics of soil, which leads to soil fertility classification, reveals that majority of soils in Benin have lost their agricultural potential (<xref ref-type="bibr" rid="B27">Igu&#xe9; et&#xa0;al., 2013</xref>). This might be due to very low nitrogen, phosphorus, potassium and cation exchange capacity in the soils. The pH of soil should be neutral to slightly acidic to favour assimilation of mineral elements. Only cation exchange capacity in all soils appears to be a severe to medium limitation regardless of farming system (<xref ref-type="bibr" rid="B27">Igu&#xe9; et&#xa0;al., 2013</xref>).</p>
<p>The best performance in height was obtained by coating the seeds with biostimulant, followed by the application of the biostimulant. Statistical analysis revealed in some R-D sites a significant difference in plant height between application and coating of the biostimulant. The difference between the biostimulant treatments can be explained by the seed coating carried out on the day one before sowing to allow a good adhesion of the PGPR contained in the formulation, which can be favourable to the height growth of the maize plants. It makes more PGPR and nutrients available to the plant for better height growth (<xref ref-type="bibr" rid="B43">Neufeld et&#xa0;al., 2017</xref>). An increase of 29.43% in the height of wheat plants was observed after the use of the biostimulant <italic>Pseudomonas fluorescens</italic> RRb-11 and talc (<xref ref-type="bibr" rid="B29">Jambhulkar and Sharma, 2013</xref>).</p>
<p>In all the study R-D sites, there was no significant difference between treatments on stem diameter of maize plants. However, from one site to another, the differences were significant. The same phenomenon was observed on the leaf area of maize plants in one South R-D site (Eglimey), in all Center R-D sites and in two North R-D sites. In the other two South R-D sites (Adakplam&#xe8; and Saharo-Nagot) and the North (Soaodou) a significant difference was observed between treatments. These results were related to soil types (<xref ref-type="bibr" rid="B14">Bishnoi, 2015</xref>; <xref ref-type="bibr" rid="B4">Adoko et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B6">Agbodjato et al.,2021a</xref>) and also to maize varieties. Indeed, ferrallitic soils of South had a higher assimilable phosphorus rate (9-14) than ferruginous soils of Center (4-5) and North (5.03-12.6). In South, the 2000 SYNEE-W BENIN variety was used, in Center and North, the TZL COMP 4-W BENIN variety was used during the experiment. Similar results were recorded by <xref ref-type="bibr" rid="B37">Lin et&#xa0;al. (2019)</xref> who reported an increase in nitrogen and chlorophyll content throughout the growth stages of the plant that received the biostimulant in combination with mineral fertiliser. The biostimulant applied or coated to the seed makes more nitrogen available to the plant to achieve good photosynthesis for growth. Biostimulants were able to increase yield of cereals. <xref ref-type="bibr" rid="B26">Hassan and Bano (2015)</xref> shown that wheat yield was improved by 15-25% over controls with the use of <italic>P. moraviensis</italic> and <italic>B. cereus</italic>.</p>
<p>In all southern R-D sites, the highest maize grains yields were obtained with the application of biostimulant + &#xbd; NPK-Urea, followed by the coating of maize seeds with biostimulant + &#xbd; NPK-Urea. Farming practice gave the lowest yields in all R-D sites. In the majority of these sites, no significant difference was recorded between the application + &#xbd; NPK-Urea and seed coating + &#xbd; NPK-Urea. However, in very few R-D sites, there was a significant difference between the two biostimulant treatments (T<sub>2</sub> and T<sub>3</sub>) and the farmers&#x2019; practice. From one R-D site to another, the differences were significant. The results can be explained by the stimulating effect of a good yield of the rhizobacteria <italic>P. putida</italic> contained in the biostimulant used. This strain was able to produce indole acetic acid (IAA), solubilise certain nutrients, such as phosphate, potassium, make nitrogen (ammonia) and other micronutrients necessary for plant growth and yield enhancement (<xref ref-type="bibr" rid="B44">Noumavo et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Agbodjato et&#xa0;al., 2018</xref>).</p>
<p>In the Southern R-D sites, maize grains from the application + &#xbd; NPK-Urea had a higher weight than the other treatments. The highest weight of 1000 grains obtained was observed in Saharo-Nagot (324.60&#xa0;g) with an increase of 18.44% compared to the farmers&#x2019; practice. In the Center, there was no significant difference between treatments. In the North, the application + &#xbd; NPK-Urea was also better. The ANOVA showed a significant difference between treatment T<sub>2</sub> and the others (T<sub>1</sub> and T<sub>3</sub>) but there was no significant difference between treatments the farmers&#x2019; practice (T<sub>1</sub>) and the coating of maize seeds with biostimulant + &#xbd; NPK-Urea (T<sub>3</sub>). Across R-D sites, the differences were also significant. This effect can be due to the soil types, maize varieties and variation in the degree of fertility from one R-D site to another. The amount of biostimulant used for the application (2&#xa0;g per hole) far exceeds that used for coating two maize seeds (0.1&#xa0;g). These quantitative differences between application and coating can be the basis of our results. As the amount of biostimulant increases, there was more PGPR and binder (clay) available to the plant, which is favourable for good growth and grains yield and 1000 grains weight.</p>
<p>In all R-D sites, the application and seed coating of biostimulant gave the best results on all parameters (growth, yield and nutritional status) evaluated compared to the farmer practice. This allows us to say that the biostimulant + &#xbd; of NPK-Urea was better than the recommended dose of NPK-Urea for maize cultivation in Benin. This biostimulant provided the plant with nutrients, such as nitrogen, phosphorus and especially potassium (<italic>p</italic>&lt; 0.001) necessary for its growth and yield. Some soil nutrients can also be better absorbed by plants if microorganisms were added. The application of biostimulants was favourable to better increase the biodiversity of the soil microbial community (<xref ref-type="bibr" rid="B21">Ding et&#xa0;al., 2016</xref>), which justifies the results obtained in this study.</p>    <p>At some R-D sites in Benin, application and coating of biostimulant had comparable effects. This similarity can be explained by the intrinsic characteristics of <italic>P. putida</italic> known for their roles in promoting crop growth and development. Difference observed was believed to be due to the amount of biostimulant used in the two treatments (<xref ref-type="bibr" rid="B5">Adoko et al., 2021a</xref>). Indeed, 2&#xa0;g of biostimulants applied per hole and less than one twentieth (0.1g) were used in seed coating. PGPR in biostimulants can help the host plant produce root exudates which, in turn, recruit beneficial bacterial communities, thereby increasing dissolved nutrient levels in the soil. Soil organic matter has previously shown to be the main substrate and energy source for microorganisms (<xref ref-type="bibr" rid="B57">Xu et&#xa0;al., 2013</xref>). Treatment of wheat seeds with the formulation of <italic>P. fluorescens</italic> RRb-11 in talc resulted in a significant increase in plant growth parameters and even increased the seed germination rate by 94% compared to controls (<xref ref-type="bibr" rid="B29">Jambhulkar and Sharma, 2013</xref>). Similarly, <xref ref-type="bibr" rid="B30">Jorjani et&#xa0;al. (2011)</xref> reported the efficacy of <italic>P. fluorescens</italic> bioformulation on the fresh weight of sugar beets. Application of inoculated <italic>P. putida</italic> to maize seeds significantly increased the fresh and dry weight of the plants compared to the control at harvest (<xref ref-type="bibr" rid="B33">Khashei et&#xa0;al., 2020</xref>). Formulations of talc or peat and <italic>Pseudomonas</italic> spp. effectively controlled chickpea wilt disease in two field trials and increased its yield (<xref ref-type="bibr" rid="B55">Vidhyasekaran and Muthamilan, 1995</xref>).</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>Agricultural practices that reduce or eliminate chemical inputs through the use of biostimulants have been of paramount importance in recent years for sustainable and environmentally friendly agriculture. The application of biostimulants, such as PGPR in agriculture is one of the promising alternatives to combat abiotic stress and to ensure food security and environmental protection. This study revealed that the biostimulant formulated with <italic>P. putida</italic> and clay binder was effective on growth parameters, yield and nutritional status of maize in Benin. The best treatment was the application of biostimulant + &#xbd; NPK-Urea, followed by the coating of maize seeds with biostimulant + &#xbd; NPK-Urea. Both forms of biostimulant use combined with the recommended half-dose of mineral fertilizer were better than the recommended dose of mineral fertilizer in the majority of the Benin R-D study sites. Biostimulants formulated in Benin can be used to increase maize productivity while reducing the high use of mineral fertilizers. Coating maize seeds with the biostimulant require a small amount of biostimulant, less physical effort than applying the biostimulant, and is better than the recommended practice. However, the formulation process of the biostimulant deserves a slight improvement for a better adhesion of the biostimulant to the seed during coating. Nevertheless, the biostimulant formulated in Benin can be used as a seed coating for sustainable and environmentally friendly agriculture. It will be interesting to continue studies to see the acceptability of the technology by Beninese farmers and to evaluate its financial profitability.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MA, AN, NaAA, OA, HS, and R.M.A, carried out the experimental work and analysis. MA, AN, NaAA, A.A., NeAA, and LB-M contributed to the designing, supervision, and interpretation of the results. MA, AN, A.A., NeAA, and LB-M, revised the final draft. LB-M, reviewed the final project. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study (Projet CNS-Ma&#xef;s&#x2014;2020) was funded by Institut National des Recherches Agricoles du B&#xe9;nin (INRAB).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors gratefully acknowledge the Centre de Recherches Agricoles-Sud (CRA-Sud) de l&#x2019;Institut National des Recherches Agricoles du B&#xe9;nin (INRAB) and the Laboratoire de Biologie et de Typage Mol&#xe9;culaire en Microbiologie (LBTMM).</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The 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 id="s10" sec-type="disclaimer">
<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>
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