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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Built Environ.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Built Environment</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Built Environ.</abbrev-journal-title>
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<issn pub-type="epub">2297-3362</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1750586</article-id>
<article-id pub-id-type="doi">10.3389/fbuil.2026.1750586</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
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</article-categories>
<title-group>
<article-title>Designing more-than-human thermal comfort: bio-inspired evaporative cooling in porous facade components for cavity-nesting wild bees</article-title>
<alt-title alt-title-type="left-running-head">Valverde Rojas et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbuil.2026.1750586">10.3389/fbuil.2026.1750586</ext-link>
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<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Valverde Rojas</surname>
<given-names>Maria Claudia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Kimmich</surname>
<given-names>Joel</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>&#xd6;sterreicher</surname>
<given-names>Doris</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author">
<name>
<surname>Fischer</surname>
<given-names>Leonie K.</given-names>
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<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Knippers</surname>
<given-names>Jan</given-names>
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<sup>1</sup>
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<aff id="aff1">
<label>1</label>
<institution>Institute of Building Structures and Structural Design (ITKE), University of Stuttgart</institution>, <city>Stuttgart</city>, <country country="DE">Germany</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Institute for Building Energetics, Thermotechnology and Energy Storage (IGTE), University of Stuttgart</institution>, <city>Stuttgart</city>, <country country="DE">Germany</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Institute of Building Materials, Building Physics, Building Systems and Design (IBBTE), University of Stuttgart</institution>, <city>Stuttgart</city>, <country country="DE">Germany</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Institute of Landscape Planning and Ecology (ILP&#xd6;), University of Stuttgart</institution>, <city>Stuttgart</city>, <country country="DE">Germany</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Maria Claudia Valverde Rojas, <email xlink:href="mailto:maria-claudia.valverde@intcdc.uni-stuttgart.de">maria-claudia.valverde@intcdc.uni-stuttgart.de</email>
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</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-24">
<day>24</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>12</volume>
<elocation-id>1750586</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Valverde Rojas, Kimmich, &#xd6;sterreicher, Fischer and Knippers.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Valverde Rojas, Kimmich, &#xd6;sterreicher, Fischer and Knippers</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-24">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Urban surfaces such as Facades and rooftops are critical mediators of microclimatic conditions in cities, influencing the thermal comfort of both human and non-human inhabitants. Within a more-than-human design perspective, these surfaces may be understood as interfaces where microclimatic regulation can support ecologically relevant funtions, including nesting habitats that moderate microclimatic extremes for wild bee species in dense urban environments. This study builds on prior research into additive-manufactured (3D-printed) porous cellular geometries&#x2014;specifically Triply Periodic Minimal Surfaces (TPMS) and Adaptive Density Minimal Surfaces (ADMS)&#x2014;developed as structural envelopes for nesting tubes intended to mitigate heat peaks experienced by cavity-nesting wild bees under urban heat island (UHI) conditions. These species experience metabolic stress when internal cavity temperatures (T<sub>nest</sub>) exceed 35&#xa0;&#xb0;C and face lethal risks above 40&#xa0;&#xb0;C. Previous experiments showed that such geometries can attenuate internal temperature fluctuations by up to 1.6&#xa0;K compared with conventional materials, although passive geometric performance alone proved insufficient during extreme summer conditions. To enhance thermal regulation, a bio-inspired evaporative-cooling strategy was developed, modelled after the droplet collection and retention behaviour of <italic>Apis mellifera</italic>. Here, the honeybee is used solely as a biological analogue for water-management mechanisms, rather than as the species under investigation. Comparative field tests in Stuttgart, Germany, evaluated small-scale water-supplied (sWS) and control (sC) samples alongside traditional nesting materials. There resultsinformed the design of full-scale Facade panels&#x2014;a water-supplied (pWS) and a control (pC) variant&#x2014;later tested in a climatic chamber simulating heatwave conditions. Across experiments, pWS achieved mean temperature differentials (&#x394;T) of 8.6&#x2013;10.2&#xa0;K relative to pC, indicating the technical potential of evaporative cooling to reduce microclimate thermal stress in biologically sensitive cavities and to inform climate-responsive architectural surface design.</p>
</abstract>
<kwd-group>
<kwd>architectural microclimate</kwd>
<kwd>biomimetic facades</kwd>
<kwd>cavity-nesting wild bees</kwd>
<kwd>climate-adaptive design</kwd>
<kwd>evaporative cooling</kwd>
<kwd>more-than-human design</kwd>
<kwd>multispecies architecture</kwd>
<kwd>urban heat mitigation</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany&#x2019;s Excellence Strategy&#x2013;EXC 2120/1&#x2013;390831618.</funding-statement>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sustainable Design and Construction</meta-value>
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</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Urban heat islands (UHIs) and the increasing frequency and intensity of heatwaves pose a threat to both human and non-human thermal comfort and survival (<xref ref-type="bibr" rid="B9">Ferrari and Polidori, 2022</xref>; <xref ref-type="bibr" rid="B26">Prieto and Past&#xe9;n, 2024</xref>). While architectural and building-physics research has traditionally addressed envelope performance in terms of energy efficiency and indoor comfort, the cumulative thermal behaviour of exterior building surfaces increasingly affects urban microclimates, boundary-layer conditions, and localized heat exposure in dense cities.</p>
<p>From this perspective, fa&#xe7;ades and rooftops can be understood as thermally active interfaces that mediate heat exchange between the built environment and surrounding air, influencing not only indoor conditions but also the microclimatic regimes experienced by organisms occupying urban exterior spaces. Recent work in urban ecology and more-than-human design has therefore argued for extending performance-based evaluation of architectural envelopes beyond anthropocentric comfort models toward species-specific physiological thresholds and exposure conditions relevant to urban biodiversity (<xref ref-type="bibr" rid="B12">Haraway, 2016</xref>; <xref ref-type="bibr" rid="B15">Joachim and Aiolova, 2019</xref>; <xref ref-type="bibr" rid="B6">Cruz, 2023</xref>; <xref ref-type="bibr" rid="B19">Latour, 2023</xref>).</p>
<p>This shift reframes architectural surfaces as components of distributed environmental infrastructure whose material configuration, geometry, and hygrothermal behaviour can modulate localized thermal stress within the urban fabric. Importantly, such a framing does not assume that buildings function as habitats <italic>per se</italic>, nor that architectural interventions can replace ecological systems. Rather, it motivates the investigation of how existing envelope technologies and performance metrics might be adapted to assess microclimatic effects on non-human organisms under defined spatial, climatic, and material conditions.</p>
<p>In this study, this conceptual position provides the motivation for examining evaporative cooling in porous fa&#xe7;ade elements through a more-than-human thermal lens, while the experimental work itself remains grounded in quantitative measurements of temperature and humidity under controlled and real-building boundary conditions. To operationalise this framework, the study focuses on a non-human user group for which thermal exposure limits are well defined, physiologically constrained, and directly linked to microclimatic conditions at the scale of architectural components.</p>
<p>Among urban pollinators, cavity-nesting wild bees constitute a particularly suitable biological reference for such an investigation. During their immobile developmental stages, from egg to larva, the brood is entirely dependent on the thermal buffering capacity of the nesting substrate, without behavioural means of thermoregulation (<xref ref-type="bibr" rid="B28">Radmacher and Strohm, 2011</xref>; <xref ref-type="bibr" rid="B11">Giejdasz and Fliszkiewicz, 2016</xref>; <xref ref-type="bibr" rid="B24">Ostap-Chec et al., 2021</xref>). Short-term peaks above 30&#xa0;&#xb0;C can cause metabolic stress and developmental delays, while exposure to 40&#xa0;&#xb0;C is associated with high mortality rates (<xref ref-type="bibr" rid="B9">Ferrari and Polidori, 2022</xref>; <xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>; <xref ref-type="bibr" rid="B23">Melone et al., 2024</xref>). These bees function as sensitive biological indicators of ecological conditions, with changes in nesting success, emergence timing, or body size signalling shifts in the microclimate (<xref ref-type="bibr" rid="B24">Ostap-Chec et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>). The concept of <italic>more-than-human thermal comfort</italic>&#x2013;introduced here to extend the notion of thermal comfort beyond human&#x2013;centred parameters&#x2013;is used as a design-oriented framework, grounding environmental design strategies in species-specific physiological thresholds. with the ecological requirements of multispecies urban habitats.</p>
<p>Cavity-nesting wild bees make up about 30% of global bee diversity, occupying natural cavities such as stems and dead wood, as well as artificial nesting aids. In Central Europe, nearly one-third of the &#x2248;600 native species are cavity nesters, playing essential roles in maintaining floral diversity and ecosystem functions (<xref ref-type="bibr" rid="B3">Biella et al., 2022</xref>; <xref ref-type="bibr" rid="B9">Ferrari and Polidori, 2022</xref>). Due to their solitary reproductive strategy, brood development depends entirely on the passive thermal buffering provided by the nesting substrate once provisioning is complete (<xref ref-type="bibr" rid="B34">Westrich and Dathe, 1998</xref>). Artificial nesting aids are therefore widely employed in urban and peri-urban contexts as compensatory habitats, particularly where natural cavities are scarce due to intensive land use or building practices. While their ecological effectiveness depends on design, placement, and surrounding resources, such aids constitute a common intervention within contemporary pollinator-support strategies (<xref ref-type="bibr" rid="B22">Meier et al., 2020</xref>; <xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>).</p>
<p>Empirical studies further indicate that artificial nesting aids already form a non-negligible component of cavity-nesting ecologies in urban environments. Surveys and meta-analyses of artificial nesting structures report mean occupation rates on the order of 30%&#x2013;40%, with urban contexts showing comparable or slightly higher levels of use than suburban or rural sites, albeit with substantial variability linked to design, placement, and surrounding habitat quality (<xref ref-type="bibr" rid="B20">MacIvor and Packer, 2015</xref>; <xref ref-type="bibr" rid="B32">Staab et al., 2020</xref>). Long-term monitoring suggests that these structures are predominantly occupied by generalist cavity-nesting species, particularly within the Megachilidae, while specialist taxa are less consistently represented (<xref ref-type="bibr" rid="B10">Fortel et al., 2016</xref>). These findings indicate that artificial cavities can function as effective nesting substrates for a subset of wild bee species already adapted to anthropogenic environments, while also underscoring that their ecological role is context-dependent rather than universal.</p>
<p>Beyond their thermoregulatory vulnerability, recent ecological studies have highlighted that the spatial continuity of resources within cities is equally critical for sustaining wild bee diversity. It is not urbanisation intensity itself that drives biodiversity decline, but rather the fragmentation and isolation of habitat patches that limit movement and gene flow among bee populations, reducing both taxonomic and functional diversity (<xref ref-type="bibr" rid="B4">Buchholz et al., 2020</xref>). When resource patches&#x2013;such as green roofs, gardens, and facades&#x2013;are spatially connected, they can act as ecological corridors, enabling the persistence of pollinator communities even in dense urban fabrics. Conversely, isolation has been shown to foster functional homogenisation, weakening ecological resilience and the capacity of urban bee assemblages to withstand environmental stressors.</p>
<p>At the local scale, the availability of floral resources and suitable nesting sites and substrates remains a decisive factor, particularly for endangered or specialist species that rely on continuous access to foraging and nesting opportunities. Nevertheless, at the urban scale, connectivity and habitat accessibility can act as drivers that determine whether such localized habitats can sustain viable populations for some species (<xref ref-type="bibr" rid="B4">Buchholz et al., 2020</xref>). This spatial perspective suggests that the potential of architectural components may act as complementary, site-specific stepping stones that bridge fragmented habitats, thus supporting biodiversity, including gene exchange, within broader urban ecologicalnetworks, rather than as universal habitat solutions. Facade inhabitation by cavity-nesting insects is therefore approached here as a situated practice, shaped by the interaction between material configuration, microclimatic exposure, surrounding vegetation, and patterns of human use and tolerance in inhabited urban spaces (<xref ref-type="bibr" rid="B20">MacIvor and Packer, 2015</xref>; <xref ref-type="bibr" rid="B22">Meier et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Ferrari and Polidori, 2022</xref>; <xref ref-type="bibr" rid="B21">Marzouk et al., 2022</xref>).</p>
<p>Building on previous work (<xref ref-type="fig" rid="F1">Figure 1</xref>) that showed how bio-based, 3D-printed porous cellular structures&#x2013;modelled as Triply Periodic Minimal Surfaces (TPMS) and Adaptive Density Minimal Surfaces (ADMS) &#x2013; can reduce internal cavity temperatures (T<sub>nest</sub>) by up to 1.6&#xa0;K compared to conventional reed-stem nesting aid designs, this study extends the investigation toward <italic>active microclimatic regulation</italic>. While evaporative cooling has been extensively studied for human thermal comfort at building and urban scales, and artificial nesting aids have been examined primarily as ecological interventions, few studies integrate these approaches to evaluate microclimatic performance within biologically sensitive cavities embedded in architectural elements. Despite the improved thermal inertia of these cellular structures, their internal temperature still largely followed ambient conditions T<sub>a</sub>&#x1d62;<sub>r</sub>, limiting protection during extreme heat events (<xref ref-type="bibr" rid="B33">Valverde et al., 2025</xref>). Heat transfer into the nest is primarily governed by conduction through the material, convection at the surface, and radiant heat gain, with the rate of temperature change modulated by the structure&#x2019;s thermal inertia (<xref ref-type="bibr" rid="B2">Bergman and Lavine, 2017</xref>; <xref ref-type="bibr" rid="B35">Xuan et al., 2024</xref>). Most conventional nesting materials, especially under low-moisture conditions, have limited capacity to attenuate rapid thermal peaks, thereby increasing brood vulnerability in sun-exposed locations. While excessive moisture in natural substrates can promote mould growth within sealed brood cells, the evaporative process explored in this study operates through surface water regulation rather than internal humidity, preventing such risks.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>3D-printed nesting aids for solitary cavity-nesting bees. Experimental nesting aids fabricated through additive manufacturing, featuring porous cellular geometries designed to provide thermal buffering around nesting cavities. Photographed during outdoor experiments conducted in spring 2025 in Stuttgart, Germany.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g001.tif">
<alt-text content-type="machine-generated">Two-panel image showing close-up views of a beige, intricately textured bee hotel structure with numerous cylindrical holes, each created with a layered, organic design; bees are seen entering some holes.</alt-text>
</graphic>
</fig>
<p>Evaporative cooling provides a complementary passive mechanism for moderating temperature. The process relies on the thermodynamic principle that transforming water from liquid to vapor absorbs energy from the surrounding air, thereby lowering air temperature and increasing relative humidity (RH) (<xref ref-type="bibr" rid="B7">C&#x327;engel and Ghajar, 2020</xref>). The psychrometric Mollier h&#x2013;x diagram provides a reference framework for estimating this temperature drop using two given state variables, such as air temperature and relative humidity, or, alternatively, air pressure and the absolute amount of water in the air. For typical Central European heatwave scenarios, the wet-bulb depression corresponds to the maximum theoretical adiabatic cooling potential achievable through evaporation. For instance, at 44.9&#xa0;&#xb0;C and 23% RH, the corresponding wet-bulb temperature was approximately 26.3&#xa0;&#xb0;C, defining a theoretical wet-bulb depression of about 18.6&#xa0;K.</p>
<p>This present study, therefore, tests the technical hypothesis that combining a porous geometry with a bio-inspired evaporative cooling strategy can moderate internal nesting-tube temperatures (T<sub>nest</sub>) withing biologically safe ranges for cavity-nesting wild bees under heatwave conditions, reducing exposure to metabolic stress above 35&#xa0;&#xb0;C and lethal thresholds near 40&#xa0;&#xb0;C.</p>
<p>This approach draws on the thermoregulatory behaviour of <italic>Apis mellifera</italic>, which collects and deposits water droplets to dissipate heat from the brood area through evaporation (<xref ref-type="bibr" rid="B5">Buchmann, 2021</xref>; <xref ref-type="bibr" rid="B31">Siefert et al., 2021</xref>). Here, <italic>A. mellifera</italic> serves solely as a biological analogue for water collection and retention mechanism, while the experimental focus remains on cavity&#x2013;nesting wild bees as the target species. By integrating droplet-retentive features into architectural-scale porous geometries, the study tests whether evaporative cooling can reduce extreme temperatures excursions within nesting cavities during heatwave conditions.</p>
<p>Based on the theoretical adiabatic limit derived from the Mollier diagram, it is expected that the water-supplied (WS) configurations will achieve a temperature reduction (&#x394;T) approaching a defined fraction of this potential, thereby mitigating extreme microclimatic fluctuations around the nesting cavities.</p>
<p>To test this hypothesis, small-scale water-supplied (sWS) and control (sC) 3D-printed nesting aids were compared under identical boundary conditions. Subsequently, full-scale fa&#xe7;ade panels (pWS and pC) were evaluated in both a real-building setup and a climatic chamber. The results provide quantitative evidence of thermal performance under defined conditions and contribute to the development and evaluation of climate-responsive architectural surface concepts for improving thermal safety in cavity-nesting habitats.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Background</title>
<sec id="s2-1">
<label>2.1</label>
<title>From porous geometry to thermal regulation</title>
<p>Porous cellular structures such as TPMS and ADMS can be tailored to control conductive, convective, and radiative heat transfer (<xref ref-type="bibr" rid="B13">Huang et al., 2024</xref>). Their high surface-area-to-volume ratios and tailored pore sizes allow for targeted thermal behaviour: smaller pores (&#x3c;3&#xa0;mm) restrict airflow and increase insulation. In comparaison, larger pores (&#x3e;5&#xa0;mm) promote convective exchange (<xref ref-type="bibr" rid="B35">Xuan et al., 2024</xref>). In previous field trials, structures of this kind tested as surrounding geometries for nesting tubes achieved modest reductions in peak internal-tube temperature T<sub>nest</sub> compared to conventional nesting aids, yet they still largely mirrored ambient air temperature T<sub>a</sub>&#x1d62;<sub>r</sub> trends. This outcome suggests that purely passive geometric modulation cannot fully decouple internal cavity temperatures from external thermal loads.</p>
<p>Assuming an optimized geometry for minimized heat transfer, the effective heat capacity of the structure governs this temporal delay, rather than preventing heat accumulation altogether. To overcome this limitation, an additional heat sink is required, for instance, adiabatic temperature reduction through evaporative cooling.</p>
<p>Evaporative cooling achieves this through the phase change of water from liquid to vapor. This process uses sensible heat, converting it into latent heat to break intermolecular forces, thereby lowering local temperatures while increasing humidity (<xref ref-type="bibr" rid="B29">Rupp and Gruber, 2021</xref>; <xref ref-type="bibr" rid="B8">Dutto et al., 2022</xref>; <xref ref-type="bibr" rid="B1">ASHRAE, 2024</xref>). Geometry plays a decisive role in modulating this phenomenon: it controls hydraulic behaviour, thermal mass distribution, and airflow interaction at wetted interfaces. In systems employing discrete droplet retention rather than continuous water films, irregular or graded morphologies can still enhance evaporation by increasing exposed surface area and promoting airflow disruption around droplets, thereby accelerating local heat and mass transfer (<xref ref-type="bibr" rid="B18">Kumar Dhamneya et al., 2017</xref>; <xref ref-type="bibr" rid="B29">Rupp and Gruber, 2021</xref>; <xref ref-type="bibr" rid="B8">Dutto et al., 2022</xref>). In graded or packed structures, increasing the effective surface area remains one of the primary strategies to boost evaporative performance (<xref ref-type="bibr" rid="B14">Jain and Hindoliya, 2011</xref>).</p>
<p>In porous geometries, convection must be considered alongside evaporation. Pore sizes of approximately 5&#xa0;mm or larger ensure that airflow remains active, both increasing mass transport and enabling turbulence that promotes heat exchange, accelerating the evaporative process. Irregular topologies can induce local flow mixing and vortex shedding, enhancing convective heat and moisture exchange. However, these effects are highly context-dependent and cannot be resolved analytically, as they depend on coupled Navier&#x2013;Stokes and energy equations, and are therefore estimated through empirical correlations or numerical models. Consequently, the optimisation of conjugate heat transfer in complex porous systems typically requires prototyping and iterative empirical validation to accurately calibrate performance, particularly at architectural scales (<xref ref-type="bibr" rid="B18">Kumar Dhamneya et al., 2017</xref>).</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Bio-inspired role model: <italic>Apis mellifera</italic>
</title>
<p>Although honeybees (<italic>Apis mellifera</italic>) are eusocial and not the intended occupants of the nesting aids designed in this study, their brood-thermoregulation strategies offer transferable physical principles relevant to evaporative cooling. <italic>A. mellifera</italic> maintains brood temperatures within a narrow optimal range of approximately 34&#xa0;&#xb0;C&#x2013;36&#xa0;&#xb0;C, even under elevated ambient conditions. A key mechanism is the deposition of water droplets inside the hive, which cools the brood through evaporative phase change, aided by coordinated fanning behaviours that increase airflow across wetted surfaces. (<xref ref-type="bibr" rid="B31">Siefert et al., 2021</xref>).</p>
<p>Effective cooling in the hive relies not on bulk water pooling but on the controlled retention and spatial distribution of droplets on micro-scale surface features. This strategy maximises evaporative efficiency by keeping droplets exposed to airflow while preventing uncontrolled runoff (<xref ref-type="bibr" rid="B31">Siefert et al., 2021</xref>). Abstracted to a design context, this principle highlights the importance of pore morphologies capable of establishing droplets against gravity while sustaining convective exchange (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Drop retention in biological and 3D-printed porous structures. Comparison between water droplet deposition in <italic>Apis mellifera</italic> brood cells (left) and a 3D-printed porous geometry (right). The biological reference images (left) are reproduced with permission from Dr. Paul Siefert, Goethe University Frankfurt, and are originally published in <xref ref-type="bibr" rid="B31">Siefert et al. (2021)</xref>, <italic>PLOS ONE</italic>, 16 (3): e0247323, licensed under CC BY 4.0. The right image shows the extrapolation of the same retention principle applied to a 3D-printed cellular structure, demonstrating analogous capillary behaviour.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g002.tif">
<alt-text content-type="machine-generated">Three grayscale images on the left show a bee, Apis mellifera, collecting droplets, each with timestamps and &#x201C;1 sec/sec&#x201D; annotation. On the right, a close-up grayscale image of a 3D-printed porous structure demonstrates retention of liquid droplets along its angled surfaces.</alt-text>
</graphic>
</fig>
<p>Natural systems rarely optimise a single parameter; instead, they reconcile competing demands across multiple scales. Biological organisms integrate material, structure, and form, tuning their properties locally to balance efficiency, stability, and environmental control (<xref ref-type="bibr" rid="B17">Knippers and Speck, 2012</xref>). In the architectural analogue explored here, pores in a facade component are therefore required to perform multiple roles: enhancing evaporative cooling by enabling airflow and surface exchange, stabilising droplets to regulate the pace of evaporation, and providing intrinsic stiffness that allows the component to remain self-supporting without auxiliary framing. This multifunctional behaviour mirrors biological systems in which material organisation and geometry together generate both mechanical stability and environmental responsiveness.</p>
<p>The analogy is further supported at the level of physiological thresholds. <italic>A. mellifera</italic>, moderate brood damage occurs around nest temperature T<sub>nest</sub> &#x3d; 36&#xa0;&#xb0;C, with lethal effects above T<sub>nest</sub> &#x3d; 40&#xa0;&#xb0;C (<xref ref-type="bibr" rid="B5">Buchmann, 2021</xref>; <xref ref-type="bibr" rid="B31">Siefert et al., 2021</xref>). Solitary cavity-nesting species show similar sensitivities: optimal development typically occurs at &#x2248; T<sub>nest</sub> &#x3d; 20&#xa0;&#xb0;C&#x2013;25&#xa0;&#xb0;C, with metabolic stress beginning above &#x2248; T<sub>nest</sub> &#x3d; 35&#xa0;&#xb0;C and mortality rising sharply beyond T<sub>nest</sub> &#x3d; 40&#xa0;&#xb0;C (<xref ref-type="bibr" rid="B28">Radmacher and Strohm, 2011</xref>; <xref ref-type="bibr" rid="B16">Kierat et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Ferrari and Polidori, 2022</xref>; <xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>; <xref ref-type="bibr" rid="B23">Melone et al., 2024</xref>). While absolute tolerances vary among species, these shared thresholds justify the transfer of water-based cooling principles at the level of thermal limits, without implying ecological or behavioural equivalence.</p>
<p>The water-management strategies of <italic>A. mellifera</italic> illustrate how liquid can be precisely deployed through controlled retention and exposure, balancing evaporation efficiency with stability. Translated to design, this principle could be extrapolated to porous structures for facade geometries in which pore size, curvature, and surface texture jointly determine droplet behaviour (<xref ref-type="fig" rid="F2">Figure 2</xref>). Accordingly, the experiments presented here do not assess biological performance, nesting success, or species-specific behavioural responses. Instead, they evaluate the physical effectiveness of evaporative cooling&#x2013;abstracted from honeybees&#x2019; thermoregulatory strategies&#x2013;as a potential mechanism for moderating temperatures within artificial nesting cavities. The biological role model is thus used instrumentally to inform geometric and material design decisions, while detailed ecological variability among solitary bee species remains beyond the scope of this study.</p>
</sec>
</sec>
<sec sec-type="methods" id="s3">
<label>3</label>
<title>Methods</title>
<p>The methodology combines empirical field testing and controlled laboratory validation to evaluate the potential of bio-inspired evaporative cooling in bee-nesting facade concepts. The experimental workflow was conducted in two consecutive stages: (1) field testing under real summer conditions to assess <italic>in situ</italic> performance, and (2) climatic&#x2013;chamber testing to validate the observed cooling behaviour under controlled boundary conditions. Two sample configurations were used throughout: a water-supplied (sWS/pWS) configuration, in which water delivery enabled evaporative cooling, and a control (sC/pC) configuration, maintained dry without water input.</p>
<p>The methodological objective was to characterise relative cooling performance and underlying physical mechanisms under defined boundary conditions, rather than to establish statistically generalisable performance metrics across climates or building typologies.</p>
<p>Experimental results were evaluated against the psychrometric Mollier diagram, which relates air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>), relative humidity (RH<sub>a</sub>&#x1d62;<sub>r</sub>), and wet-bulb temperature (Twet) to define the theoretical adiabatic depression. The observed temperature differentials between control and water-supplied samples (&#x394;T &#x3d; T<sub>nest</sub>(C) &#x2013; T<sub>nest</sub> (WS)) were expressed as a percentage of the adiabatic depression, providing an indication of how closely each configuration approached the maximum cooling potential achievable through evaporation under given climatic conditions.</p>
<p>This benchmarking approach enables comparison across experimental stages while maintaining a physically grounded reference independent of sample scale.</p>
<p>All models&#x2013;small-scale (sWS/sC) and full-scale (pWS/pC) &#x2013; were fabricated by additive manufacturing (AM) using Fused Deposition Modelling (FDM) 3D printing and monitored with temperature and humidity sensors (&#xb1;0.3 K; &#xb1;3% RH). TPMS and ADMS configurations were tested to evaluate their drop-retentive capacity. The most effective configuration was then evaluated for cooling performance under outdoor conditions by comparing internal tube temperatures (T<sub>nest</sub> (sWS) and T<sub>nest</sub> (sC)) with traditional nesting material samples&#x2014;solid wood, air-dried clay, and reed stems&#x2014;produced at the same dimensions.</p>
<p>Replication at this stage was limited to repeated measurements under consistent boundary conditions, with the focus placed on comparative performance trends rather than inferential statistical testing.</p>
<p>Two full-scale facade-shader panels (pWS and pC) were installed on a southeast-oriented loggia in Stuttgart (hereafter referred to as the real-building setup), where internal tube temperatures (T<sub>nest</sub> (pWS) and T<sub>nest</sub> (pC)) were monitored during the summer heatwaves of 2025. They were then subjected to controlled testing in a climatic chamber to validate their cooling performance in a more general setting. The combination of real-building exposure and climatic-chamber testing was selected to balance ecological realism with experimental control.</p>
<p>Thermal images were captured with a Bosch GTC400C infrared camera to document spatial temperature distribution across the panel. All sensors were synchronized to log data at 15-min intervals. E T<sub>a</sub>&#x1d62;<sub>r</sub> and RH<sub>a</sub>&#x1d62;<sub>r</sub> were retrieved with a shielded sensor placed near the samples, while wind speed, wind direction, and solar radiation were obtained from the Stuttgart&#x2013;Schnarrenberg meteorological station (4.39&#xa0;km from the site) via ICON Global forecast and observation data. The nesting-tube geometry (&#xd8;5&#xa0;mm &#xd7; 200&#xa0;mm) followed the average dimensions used by some cavity-nesting wild bees (B<sub>nest</sub>) (<xref ref-type="bibr" rid="B34">Westrich and Dathe, 1998</xref>).</p>
<sec id="s3-1">
<label>3.1</label>
<title>Geometry selection and water retention testing</title>
<p>This stage examined how different porous geometries retain water, as cooling performance depends not only on thermodynamic potential but also on the structure&#x2019;s capacity to capture and distribute droplets. TPMS diamond with uniform pore size, and ADMS samples were tested in uniform (&#xd8;15&#xa0;mm pores) and graded (&#xd8;5&#x2013;25&#xa0;mm pores) configurations previously evaluated for heat-transfer behaviour (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Geometric variation of TPMS and ADMS porous samples. Four 3D-printed porous samples: TPMS diamond (uniform and graded) and ADMS (uniform and graded) geometries, selected from previous heat-transfer studies to assess water retention for evaporative cooling.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g003.tif">
<alt-text content-type="machine-generated">Four 3D-printed cubic structures are arranged side by side, each illustrating different geometric variations and densities: TPMS uniform density, TPMS graded density, and ADMS graded density shown twice, with the TPMS models displaying repeating lattice patterns while the ADMS models feature irregular, porous networks.</alt-text>
</graphic>
</fig>
<p>All models measured 200&#xa0;mm &#xd7; 200&#xa0;mm &#xd7; 150&#xa0;mm. For each test, 600&#xa0;mL of water was evenly applied to the top surface through a perforated container to simulate droplet distribution. After a fixed drainage period, the expelled water was collected and measured to determine the retained volume. Each geometry was tested three times under same conditions (T<sub>a</sub>&#x1d62;<sub>r</sub> &#x2248; 15&#xa0;&#xb0;C) with identical water application rates. Retention values ranged from 23% to 30%, with the graded TPMS diamond showing the highest average retention (29.4%). This configuration was chosen for subsequent evaporative-cooling experiments. These repeated measurements were intended to assess relative retention capacity rather than statistical variance across populations of samples.</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Cooling effect in small-scale nesting aids</title>
<p>Two identical TPMS diamond-graded models were prepared as nesting aid prototypes, each featuring a central &#xd8; 5&#xa0;mm nesting tube aligned along a 200&#xa0;mm axis. Fabricated with a bio-based PLA-Wood composite (30% Wood), selected based on previous experiments showing wild bees accepted nesting in it (<xref ref-type="fig" rid="F1">Figure 1</xref>). One specimen was designated the water-supplied (sWS) sample and received 600&#xa0;mL of water daily at 09:00 to enable evaporative cooling. In contrast, the second specimen served as the control (sC) sample, kept dry without water input (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>TPMS diamond-graded geometry and experimental setup. <bold>(a)</bold> Section of the diamond-type triply periodic minimal surface (TPMS) geometry showing the nesting tube, sensor placement, and pore gradient ranging from 25&#xa0;mm to 5&#xa0;mm. <bold>(b)</bold> 3D-printed samples used for thermal testing, including the water-supplied (sWS) and dry control (sC) configurations, each equipped with sensors for recording internal-tube temperature (T<sub>nest</sub>) during experiments.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g004.tif">
<alt-text content-type="machine-generated">Three-panel figure. Left: grayscale 3D digital rendering of a TPMS graded geometry block with labeled sensor placement and tracked nesting tube, showing a pores gradient from 5 millimeters to 25 millimeters. Right: color photo of two 3D-printed TPMS diamond-graded samples labeled sWS sample and sC sample, with inserted temperature sensor probes and a digital thermometer displaying thirty-nine degrees Celsius, both samples suspended from a white rod.</alt-text>
</graphic>
</fig>
<p>To provide a performance benchmark against conventional nesting aids, three additional control samples with identical external dimensions and tube configurations were prepared: a solid wood block, an air-dried clay block, and a bundle of reed stems housed in a timber frame. Each contained a central &#xd8;5&#xa0;mm nesting tube, matching the geometry and sensor placement of sWS and sC samples.</p>
<p>The benchmark tests were carried out in parallel with the sWS and sC samples, enabling two distinct analyses:<list list-type="bullet">
<list-item>
<p>Direct evaporative cooling effect&#x2013;comparison between the temperature of the nesting tube (T<sub>nest</sub>) in sWS and sC samples.</p>
</list-item>
<list-item>
<p>Comparative material performance&#x2013;comparison of T<sub>nest</sub> in sWS and sC samples with T<sub>nest</sub> values recorded in the traditional materials (solid wood, clay, and reed).</p>
</list-item>
</list>
</p>
<p>The samples were monitored for 6 days under various weather conditions (T<sub>a</sub>&#x1d62;<sub>r</sub>, RH<sub>a</sub>&#x1d62;<sub>r</sub>) to understand the behaviour of the evaporative cooling effect. T<sub>nest</sub> and RH<sub>nest</sub>were monitored inside each nesting tube using probes positioned at the mid-length point.</p>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>Full-scale architectural prototype testing</title>
<p>The pWS and pC full-scale Facade components tested the applicability of the bio-inspired evaporative-cooling concept under real heatwave conditions during summer 2025. Each panel measured 200&#xa0;mm &#xd7; 150&#xa0;mm &#xd7; 1100&#xa0;mm and was produced with wood&#x2013;PLA composite containing 30% wood dust. The geometry employed a TPMS diamond&#x2013;graded morphology, featuring &#xd8;5&#xa0;mm pores around the nesting tubes. These were optimized through preliminary droplet-retention tests and expanded gradually to &#xd8;35&#xa0;mm toward the perimeter to balance cooling efficiency with airflow (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>3D-printed shader panels with pore-scale modulation for evaporative cooling. Panels fabricated in wood&#x2013;PLA composite, showing (left) the water-supplied panel with inlet for the evaporative-cooling test and the dry control on the right, (centre) reduced pore size surrounding the nesting-tube area for droplet stability, and (right) a close-up of the droplet-collection effect within the porous surface.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g005.tif">
<alt-text content-type="machine-generated">Three images present 3D printed panels: the left panel shows two vertically mounted panels with a control device, the center highlights smaller pores around the nesting area, and the right shows a close-up of the honeycomb-like drop collection surface.</alt-text>
</graphic>
</fig>
<p>The panels were conceived as a facade-mounted shader system. Although the porous geometry can capture rainwater, reliable thermal buffering during extreme events requires a controlled water supply (<xref ref-type="fig" rid="F6">Figure 6</xref>). For this purpose, a drip-feed irrigation system was integrated. During testing in August 2025, the experiment ran continuously for 7&#xa0;days, coinciding with heatwave episodes. The system began operation at 05:00 each day to pre-emptively counter rising temperatures. Daily water delivery ranged from 900&#xa0;mL to 2500&#xa0;mL with staggered doses of &#x2248;300&#xa0;mL triggered when embedded sensors detected T<sub>nest</sub> (pWS) &#x3e; 35&#xa0;&#xb0;C (high-risk threshold for B<sub>nest</sub>) (<xref ref-type="bibr" rid="B27">Radmacher and Strohm, 2010</xref>; <xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>; <xref ref-type="bibr" rid="B23">Melone et al., 2024</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Real-building setup and longitudinal section of the 3D-printed panel. The left diagram illustrates the real-building setup, indicating sensor positions for Tlog, T<sub>a</sub>&#x1d62;<sub>r</sub>, T<sub>nest</sub> (pWS), and T<sub>nest</sub> (pC). The right diagram presents a longitudinal section of the 3D-printed panel, showing the watering system, nesting area with smaller pores, tracked nesting tube, and water-collection zone.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g006.tif">
<alt-text content-type="machine-generated">Architectural rendering of a vertically mounted, wavy-structured facade component with labeled sensors for temperature and moisture monitoring, a watering system, designated nesting areas with smaller pores, a tracked nesting tube, and a water collection area, accompanied by a horizontal section inset illustrating internal watering distribution.</alt-text>
</graphic>
</fig>
<p>The pWS and pC models were installed on a real-building setup, in the third-floor southeast-facing loggia of a residential building in central Stuttgart, Germany, at a height of 1&#xa0;m above the floor surface. The loggia is partially enclosed by glass panels, creating a semi-outdoor microclimate that amplifies solar heat gain and limits natural ventilation. The real-building setting was intentionally selected to evaluate the prototypes under realistic facade exposure conditions, ensuring that the results reflect actual environmental dynamics, including natural variations in solar radiation, temperature, and humidity. To obtain extreme summer conditions, the glass panels remained closed throughout the test, creating a heat-trap environment (<xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Installation of WS and C panels on the building Facade. Water-supplied (pWS) and control (pC) models, each measuring 200 &#xd7; 150 &#xd7; 1100&#xa0;mm, on the third-floor Facade of a southeast-oriented building in Stuttgart, Germany.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g007.tif">
<alt-text content-type="machine-generated">Triptych of photographs showing a sculptural wooden panel installation on a building facade; panels are perforated and undulating, mounted vertically between brick walls and glass windows, with urban surroundings visible.</alt-text>
</graphic>
</fig>
<p>Temperature and humidity were recorded inside the prototype at the mid-length of a &#xd8;5&#xa0;mm nesting tube (T<sub>nest</sub>, RH<sub>nest</sub>). To establish ambient reference conditions, two additional measurements were taken in the real-building setup: one inside the loggia enclosure to represent the enclosed-air microclimate (Tlog, RHlog), and one outside the loggia using a shielded weather sensor to represent the outdoor air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>, RH<sub>a</sub>&#x1d62;<sub>r</sub>).</p>
<p>The dataset was processed to calculate the mean, maximum, and minimum internal temperatures for each specimen. Temporal cooling profiles were constructed to identify patterns of diurnal variation. The duration of effective cooling was defined as the time span during which the temperature of the nesting tube in the water-supplied sample (T<sub>nest</sub> (pWS)) remained lower than that in the control sample (T<sub>nest</sub> (pC)).</p>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Controlled climatic chamber validation</title>
<p>To assess whether the cooling behaviour observed in the real-building setup could be generalized to other facade configurations and boundary conditions, a controlled validation test was conducted in a Clima Temperatur Systeme (CTS) C-Series climatic chamber. While the real-building setup experiment captured the behaviour of the Facade components within a fluctuating semi-enclosed microclimate, the chamber setup provided a stationary reference, isolating the physical process of evaporation from external drivers such as wind and solar radiation. This setup enabled a mechanistic validation of the temperature differential (&#x394;T), defined as the difference in internal-tube temperature between the control panel (T<sub>nest</sub> (pC)) and the water-supplied panel (T<sub>nest</sub> (pWS)). This comparison quantifies the magnitude of the evaporative cooling effect observed during the real-building test.</p>
<p>The same pWS and pC panels previously installed on site were tested within a controlled test volume (2 450&#xa0;mm &#xd7; 2 400&#xa0;mm &#xd7; 2 050&#xa0;mm), ensuring uniform air distribution through closed-loop regulation of chamber-air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>(ch)) and humidity (RH<sub>a</sub>&#x1d62;<sub>r</sub>(ch)). Each specimen contained a central &#xd8; 5&#xa0;mm nesting tube equipped with an embedded temperature and humidity sensor, while an additional probe recorded ambient chamber conditions to verify the stability of the programmed cycles (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Climatic-chamber test of pWS and pC Facade components. Climatic-chamber setup used to test the water-supplied (pWS) and control (pC) Facade components under simulated heatwave conditions. Sensors recorded T<sub>nest</sub> (pWS) and T<sub>nest</sub> (pC) to compare evaporative performance between both configurations.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g008.tif">
<alt-text content-type="machine-generated">Collage of six photos shows honeycomb-patterned wooden structures in various stages inside an industrial climate-controlled testing chamber. Images highlight close-up texture, installation, control panel, and laboratory environment with equipment.</alt-text>
</graphic>
</fig>
<p>Two experimental scenarios were implemented. The first scenario reproduced the air temperature (T<sub>log</sub>) and relative humidity (RHl<sub>og</sub>) recorded inside the loggia of the real-building setup, representing the enclosed-air microclimate surrounding the facade components during the hottest field day. During this period, the outdoor air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>) exceeded 30&#xa0;&#xb0;C and peaked at 36.9&#xa0;&#xb0;C; using seven discrete setpoints. As short-wave solar radiation could not be replicated, the pC specimen did not reach the maximum temperatures observed outdoors. The second scenario instead reproduced the internal-tube temperature of the control panel (T<sub>nest</sub> (pC)) measured during the real-building test, representing the thermal conditions directly experienced within the nesting tube. This sequence used nineteen discrete temperature setpoints above 40&#xa0;&#xb0;C, corresponding to the lethal threshold for the bee brood (B<sub>nest</sub>).</p>
<p>At the start of each cycle, the pWS panel received an initial 900&#xa0;mL water dose through its integrated irrigation inlet to trigger evaporation. Subsequent water supply was automatically triggered whenever T<sub>nest</sub> (pWS) &#x3e; 35&#xa0;&#xb0;C, maintaining continuous evaporative activity during peak heat conditions.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<label>4</label>
<title>Results</title>
<sec id="s4-1">
<label>4.1</label>
<title>Cooling effect in small-scale nesting aids</title>
<p>Over six consecutive test days, the mean temperature inside the nesting tube of the water-supplied sample (T<sub>nest</sub> (sWS, mean)) was 26.8&#xa0;&#xb0;C, compared to 30.0&#xa0;&#xb0;C in the dry control sample (T<sub>nest</sub> (sC)). Here, T<sub>nest</sub> denotes the internal-tube temperature measured at the midpoint of each 5&#xa0;mm nesting cavity, while sWS and sC refer respectively to the water-supplied and control small-scale models. Maximum values reached T<sub>nest</sub> (sWS) &#x3d; 34.3&#xa0;&#xb0;C and T<sub>nest</sub> (sC) &#x3d; 44.9&#xa0;&#xb0;C, yielding an average temperature differential (&#x394;T &#x3d; T<sub>nest</sub> (sC) &#x2013; T<sub>nest</sub> (sWS)) of 3.16&#xa0;K. Water application at 09:00 produced an immediate drop in T<sub>nest</sub> (sWS), with peak differentials between 10:30 and 14:00 (&#x394;T &#x3d; &#x2212;13.9&#xa0;K relative to T<sub>nest</sub> (sC); &#x2212;17.8&#xa0;K relative to outdoor air temperature T<sub>a</sub>&#x1d62;<sub>r</sub>). The cooling effect persisted through the afternoon and gradually diminished after 22:00, when both samples converged overnight (<xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Temperature profiles of small-scale samples (sWS, sC) and outdoor air (T<sub>a</sub>&#x1d62;<sub>r</sub>). Temperature variation of the water-supplied (sWS, teal line) and control (sC, orange line) samples, and outdoor air (T<sub>a</sub>&#x1d62;<sub>r</sub>, dark blue line), recorded over six consecutive summer days in Stuttgart. Blue-shaded areas indicate evaporative-cooling effects (T<sub>nest</sub> (sWS) &#x3c; T<sub>nest</sub> (sC)), while pink-shaded areas mark temperature-conversion phases associated with evaporation. Dashed lines denote high-risk (35&#xa0;&#xb0;C) and lethal (40&#xa0;&#xb0;C) temperature thresholds for wild-bee offspring. Weather icons at the bottom represent observed daily conditions.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g009.tif">
<alt-text content-type="machine-generated">Line chart displaying temperature trends for variables T_air, T_sC, and T_sWS over six days with lethal threshold and high risk lines. Blue and pink ovals highlight cooling effects and temperature conversions, corresponding to fluctuating weather icons below the x-axis.</alt-text>
</graphic>
</fig>
<p>Throughout the test, T<sub>nest</sub> (sWS) &#x3c; 30&#xa0;&#xb0;C, below the stress threshold for B<sub>nest</sub>, while T<sub>nest</sub> (sC) exceeded 40&#xa0;&#xb0;C for up to 4.5&#xa0;h&#xa0;day<sup>&#x2212;1</sup>. Thermal imaging showed that the surface of the water-supplied sample was approximately 9&#xa0;K cooler than the surface of the control sample (<xref ref-type="fig" rid="F10">Figure 10</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Infrared images showing surface-temperature differences between the water-supplied WS and control C panels. <bold>(a)</bold> Infrared thermal image of the water-supplied WS specimen. <bold>(b)</bold> Comparative infrared thermal image of the water-supplied WS and control C specimens. Images were captured using a Bosch GTC400C thermal camera during outdoor tests in Stuttgart, Germany. Lower surface temperatures observed in the WS specimen indicate droplet-driven evaporative cooling. Temperature scale bars differ across images due to different measurement times.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g010.tif">
<alt-text content-type="machine-generated">Thermal images compare two specimens using a Bosch GTC400c cold detector. The left panel shows temperature gradients from 28.9 to 35.0 degrees Celsius with a sWS specimen, while the right panel displays 25.9 to 38.7 degrees Celsius for an sC specimen, with color mapping indicating temperature distribution and key areas highlighted.</alt-text>
</graphic>
</fig>
<p>Maximum instantaneous reductions of &#x2248;10&#xa0;K, mean daily cooling ranged from 2.15 K to 3.87&#xa0;K. Strong cooling effects (&#x394;T &#x3e;5&#xa0;K) persisted for 1.5&#x2013;6.25&#xa0;h per day. Moderate cooling (&#x394;T &#x3e;2&#xa0;K) prevailed for most of the diurnal cycle.</p>
</sec>
<sec id="s4-2">
<label>4.2</label>
<title>Cooling effect&#x2013;Benchmark analysis</title>
<p>A comparative test evaluated the sWS and sC models against conventional nesting materials&#x2013;clay, wood, and reed stems&#x2013;under identical environmental conditions (outdoor air temperature T<sub>a</sub>&#x1d62;<sub>r</sub> and relative humidity RH<sub>a</sub>&#x1d62;<sub>r</sub>) (<xref ref-type="table" rid="T1">Table 1</xref>). Here, T<sub>a</sub>&#x1d62;<sub>r</sub> and RH<sub>a</sub>&#x1d62;<sub>r</sub> refer to the air temperature and relative humidity measured near the samples during outdoor testing.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Temperature range of traditional nesting materials and 3D-printed samples under heatwave conditions. Mean, minimum, and maximum internal-tube temperatures (T<sub>nest</sub>) of traditional nesting materials&#x2014;clay, wood, and reed stems&#x2014;compared with 3D-printed control (sC) and water-supplied (sWS) samples under outdoor heatwave conditions in Stuttgart. The temperature differential (&#x394;T) represents the mean cooling effect of the evaporatively cooled sWS sample relative to the corresponding dry control (sC).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">&#x200b;</th>
<th align="left">Material/Sample</th>
<th align="left">T<sub>nest</sub>, mean/&#xb0;C</th>
<th align="left">T<sub>nest</sub>, min/&#xb0;C</th>
<th align="left">T<sub>nest</sub>, max/&#xb0;C</th>
<th align="left">&#x394;T to EV-Cooled T<sub>nest</sub> (sWS, mean)/K</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"/>
<td align="left">T<sub>a</sub>&#x1d62;<sub>r</sub> (outdoor)</td>
<td align="left">31.33</td>
<td align="left">21.7</td>
<td align="left">45.9</td>
<td align="left">5.36</td>
</tr>
<tr>
<td align="left">
<inline-graphic xlink:href="fbuil-12-1750586-fx1.tif">
<alt-text content-type="machine-generated">Translucent plastic cube with soft peach-colored hues, visible internal divisions, and a single circular hole on the front face, positioned against a plain, light background.</alt-text>
</inline-graphic>
</td>
<td align="left">Clay</td>
<td align="left">32.01</td>
<td align="left">21.9</td>
<td align="left">46.5</td>
<td align="left">6.04</td>
</tr>
<tr>
<td align="left">
<inline-graphic xlink:href="fbuil-12-1750586-fx2.tif">
<alt-text content-type="machine-generated">Wooden blocks of various sizes are tightly packed together to form a cube, held in a transparent plastic wrapping with one cylindrical dowel visible near the center.</alt-text>
</inline-graphic>
</td>
<td align="left">Wood</td>
<td align="left">32.28</td>
<td align="left">22.0</td>
<td align="left">46.7</td>
<td align="left">6.31</td>
</tr>
<tr>
<td align="left">
<inline-graphic xlink:href="fbuil-12-1750586-fx3.tif">
<alt-text content-type="machine-generated">Close-up of a bee hotel featuring a wooden frame filled with numerous hollow bamboo tubes of varying diameters, designed to provide nesting habitats for solitary bees.</alt-text>
</inline-graphic>
</td>
<td align="left">Reed stems</td>
<td align="left">32.84</td>
<td align="left">22.0</td>
<td align="left">49.2</td>
<td align="left">6.87</td>
</tr>
<tr>
<td rowspan="2" align="left">
<inline-graphic xlink:href="fbuil-12-1750586-fx4.tif">
<alt-text content-type="machine-generated">Geometric wooden sculpture shaped as a cube, composed of intricate interlocking lattice layers with repeating triangular cutouts and wavy edges, all stacked to form a visually complex three-dimensional structure.</alt-text>
</inline-graphic>
</td>
<td align="left">sC</td>
<td align="left">29.03</td>
<td align="left">19.4</td>
<td align="left">43.6</td>
<td align="left">3.06</td>
</tr>
<tr>
<td align="left">sWS</td>
<td align="left">
<bold>25.97</bold>
</td>
<td align="left">17.8</td>
<td align="left">34.3</td>
<td align="left">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values indicate the lowest mean internal nesting temperature (Tnest, mean) observed among the tested samples.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Even without evaporative cooling, the control sample sC maintained mean internal-tube temperature T<sub>nest</sub> (sC, mean) &#x3d; 29.0&#xa0;&#xb0;C, which was approximately 2.3&#x2013;3.8&#xa0;K cooler than the benchmarks (T<sub>nest</sub>, mean &#x3d; 32.0&#xa0;&#xb0;C&#x2013;32.8&#xa0;&#xb0;C). Here, T<sub>nest</sub> denotes the temperature measured at the centre of the 5&#xa0;mm nesting tube inside each sample. When supplied with water, the water-supplied sample sWS achieved a mean internal-tube temperature T<sub>nest</sub> (sWS, mean) &#x3d; 26.0&#xa0;&#xb0;C and a maximum T<sub>nest</sub> (sWS, max) &#x3d; 34.3&#xa0;&#xb0;C, corresponding to relative temperature decreases of 14.9&#xa0;K compared with reed stems, 11.6&#xa0;K compared with clay, and 5.6&#xa0;K compared with the dry control sC (<xref ref-type="table" rid="T1">Table 1</xref>). The daily temperature amplitude (&#x394;T_day &#x3d; T<sub>nest</sub> (max) &#x2013; T<sub>nest</sub> (min)) was lowest for sWS (16.5&#xa0;&#xb0;C), indicating that latent heat exchange moderated diurnal temperature fluctuations more effectively than in the other materials.</p>
<p>Duration analysis displayed: &#x394;T &#x3e; 5&#xa0;K persisted 4.0&#x2013;6.2 h&#xa0;day<sup>&#x2212;1</sup>, and &#x394;T &#x3e; 2&#xa0;K up to 20&#x2013;24&#xa0;h&#xa0;day<sup>&#x2212;1</sup>. The internal-tube temperature in T<sub>nest</sub> (sWS) never exceeded 40&#xa0;&#xb0;C, remaining below the lethal limit for bee brood (B<sub>nest</sub>), whereas traditional materials remained above this lethal threshold for 2.5&#x2013;5&#xa0;h&#xa0;day<sup>&#x2212;1</sup>.</p>
<p>The improved thermal regulation of sWS is attributed to its graded pore architecture. Pores (&#xd8;5&#xa0;mm) around the nesting tube stabilised droplets and prolonged evaporation, while the outer (&#xd8;25&#xa0;mm) pores enhanced convective airflow. This spatial variation contributed to a reduction in peak temperature, indicating that the combined effects of geometry, material composition, and latent heat exchange can outperform dense (clay, wood) and fibrous (reed) references (<xref ref-type="fig" rid="F11">Figure 11</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Diurnal temperature variation of tested nesting materials under outdoor conditions. Temperature profiles comparing the small-scale benchmark samples&#x2014;water-supplied (sWS, teal line) and control (sC, orange line)&#x2014;with traditional nesting materials: clay (yellow line), wood (brown line), and reed stems (green line). The outdoor-air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>, dark blue line) is shown for reference. Dashed lines mark high-risk (35&#xa0;&#xb0;C) and lethal (40&#xa0;&#xb0;C) thresholds for wild-bee offspring. Weather icons at the bottom represent observed daily conditions.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g011.tif">
<alt-text content-type="machine-generated">Line chart with six colored lines showing temperature fluctuations for BM Clay, BM Steems, BM Wood, T_air, T_sC, and T_sWS samples over five days. Dashed lines mark lethal threshold and high-risk levels. Weather icons below the x-axis indicate changing weather conditions. Temperature values peak above lethal thresholds during daytime and decline at night, with clear differences among the sample groups.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4-3">
<label>4.3</label>
<title>Facade panels: evaporative cooling experiments</title>
<p>Across the seven-day test period, the internal-tube temperature of the water-supplied panel (T<sub>nest</sub> (pWS)) remained consistently lower than that of the dry control panel (T<sub>nest</sub> (pC)), with a temperature differential (&#x394;T &#x3d; T<sub>nest</sub> (pC) &#x2013; T<sub>nest</sub> (pWS)) of 5&#x2013;8&#xa0;K during peak hours. Here, T<sub>nest</sub> refers to the temperature recorded inside the 5&#xa0;mm-diameter nesting tube embedded in each facade prototype. The largest reductions occurred within the first hours after irrigation, and both temperature profiles converged overnight (<xref ref-type="fig" rid="F12">Figure 12</xref>).</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Temperature variation of pWS and pC panels in real-building setup. Temperature profiles of the water-supplied (pWS, teal line) and control (pC, orange line) Facade panels compared with the loggia-air temperature (Tlog, green line) and outdoor-air temperature (T<sub>a</sub>&#x1d62;<sub>r</sub>, dark blue line). Dashed lines indicate high-risk (35&#xa0;&#xb0;C) and lethal (40&#xa0;&#xb0;C) thresholds for wild-bee offspring. Weather and wind icons at the bottom represent observed daily conditions.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g012.tif">
<alt-text content-type="machine-generated">Line graph showing daily temperature changes over seven days for four sample types: T_air (dark blue), T_log (green), T_pC (orange), and T_pWS (light blue), with lethal and high risk thresholds marked at 40&#xB0;C and 35&#xB0;C; icons below indicate weather and wind direction for each day.</alt-text>
</graphic>
</fig>
<p>During the test, T<sub>nest</sub> (pC) exceeded 40&#xa0;&#xb0;C, whereas T<sub>nest</sub> (pWS) remained below 35&#xa0;&#xb0;C in all trials. Infrared imaging revealed cooler surface regions on pWS&#x2014;particularly around droplet-retention zones with smaller pores&#x2014;where surface temperatures were up to 8&#xa0;K lower than those of the control panel (<xref ref-type="fig" rid="F13">Figure 13</xref>).</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Thermal-imaging comparison of evaporatively cooled and control panels. Infrared thermal images captured during outdoor tests in Stuttgart, Germany, in summer 2025 using a Bosch GTC400C Cold Detector. <bold>(a)</bold> Comparison between the water-supplied (WS) and control <bold>(C)</bold> panels, showing localised surface-temperature reduction in the cooled area. <bold>(b)</bold> Detail of the WS panel highlighting lower surface temperatures in the region of smaller pores surrounding the nesting tubes. <bold>(c)</bold> Comparative thermal image illustrating the temperature differential (&#x394;T) between the evaporatively cooled and non-cooled panels. Cooler zones appear blue, warmer regions yellow to red.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g013.tif">
<alt-text content-type="machine-generated">Panel (a) presents a thermal image of a vertical structure with color gradients representing temperature differences, highlighting areas from 26.2 degrees Celsius to 32.7 degrees Celsius. Panel (b) shows a close-up thermal image of a cooled panel with smaller pores, with temperatures ranging from 24.2 degrees Celsius to 49.3 degrees Celsius, emphasizing localized cooling in the central region. Panel (c) offers an infrared thermal comparison between pWS and pC specimens, displaying distinct temperature points of 22.6 degrees Celsius, approximately 29.6 degrees Celsius, and 30.7 degrees Celsius.</alt-text>
</graphic>
</fig>
<p>Mean internal-tube temperatures were T<sub>nest</sub> (pWS, mean) &#x3d; 25.0&#xa0;&#xb0;C and T<sub>nest</sub> (pC, mean) &#x3d; 29.8&#xa0;&#xb0;C, confirming the cooling effect. Ambient references recorded within the real-building setup (loggia) showed enclosed-air temperature T<sub>log</sub>, mean &#x3d; 30.8&#xa0;&#xb0;C and relative humidity RH<sub>log</sub>, mean &#x3d; 38%, while outdoor-air temperature was T<sub>a</sub>&#x1d62;<sub>r</sub>, mean &#x3d; 26.4&#xa0;&#xb0;C with relative humidity RH<sub>a</sub>&#x1d62;<sub>r</sub>, mean &#x3d; 47%. These values indicate a higher thermal load and lower humidity inside the semi-enclosed real-building setup compared with exterior conditions (<xref ref-type="fig" rid="F14">Figure 14</xref>; <xref ref-type="table" rid="T2">Table 2</xref>).</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Temperature distribution of Facade-mounted panels and ambient references. Box plots showing minimum, mean, and maximum temperature values over 7&#xa0;days for the loggia air (Tlog), outdoor air (T<sub>a</sub>&#x1d62;<sub>r</sub>), and panel samples&#x2014;control (pC, pink) and water-supplied (pWS, blue). Reduced peak temperatures in pWS indicate the cooling effect compared with pC and ambient conditions. Corresponding statistical values and cumulative exposure durations are reported in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
</caption>
<graphic xlink:href="fbuil-12-1750586-g014.tif">
<alt-text content-type="machine-generated">Box and whisker plot comparing temperature values for four groups labeled T_Log, T_air, pC, and pWS. Each box displays minimum, first quartile, median, third quartile, and maximum temperature, with annotated values. Temperature range extends from about 13.5&#xB0;C to 44.9&#xB0;C. Boundary Conditions (T_Log, T_air) are shown in dark and light gray; WS and C Panel Samples (pC, pWS) in pink and blue. Median temperatures are 30.4&#xB0;C for T_Log, 27.5&#xB0;C for T_air, 29.3&#xB0;C for pC, and 25&#xB0;C for pWS.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Summary of temperature statistics across all experiments (7&#xa0;days). Mean, minimum, and maximum temperature (T) and relative humidity (RH) values recorded for each monitored condition over a seven-day period in Stuttgart. Data include the loggia air (T<sub>log</sub>/RH<sub>log</sub>), outdoor air (T<sub>a</sub>&#x1d62;<sub>r</sub>/RH<sub>a</sub>&#x1d62;<sub>r</sub>), and internal-tube conditions of the water-supplied (T<sub>nest</sub>/RH<sub>nest</sub> (pWS)) and dry control (T<sub>nest</sub>/RH<sub>nest</sub> (pC)) facade panels.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Category</th>
<th align="left">Variable</th>
<th align="left">Mean &#xb0;C/%</th>
<th align="left">Min &#xb0;C/%</th>
<th align="left">Max &#xb0;C/%</th>
<th align="left">Description</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Ambient conditions</td>
<td align="left">T<sub>log</sub>/RH<sub>log</sub>
</td>
<td align="left">30.8/38.3</td>
<td align="left">19.3/22</td>
<td align="left">44.0/58</td>
<td align="left">Loggia air, transitional microclimate between the room and the exterior</td>
</tr>
<tr>
<td align="left">T<sub>a</sub>&#x1d62;<sub>r</sub>/RH<sub>a</sub>&#x1d62;<sub>r</sub>
</td>
<td align="left">26.4/46.9</td>
<td align="left">13.5/28</td>
<td align="left">37.2/71</td>
<td align="left">Outdoor air reference (meteorological baseline)</td>
</tr>
<tr>
<td rowspan="2" align="left">Models</td>
<td align="left">T<sub>p</sub>WS/RH<sub>p</sub>WS</td>
<td align="left">25.0/66.0</td>
<td align="left">14.3/37</td>
<td align="left">36.9/100</td>
<td align="left">Internal tube conditions of the water-supplied facade-shader panel (pWS)</td>
</tr>
<tr>
<td align="left">T<sub>p</sub>C/RH<sub>p</sub>C</td>
<td align="left">29.8/39.7</td>
<td align="left">18.0/21</td>
<td align="left">44.9/64</td>
<td align="left">Internal tube conditions of the dry control facade-shader panel (pC)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>At peak load (13 August 2025), the maximum internal-tube temperature T<sub>nest</sub> (pC,max) &#x3d; 44.9&#xa0;&#xb0;C, RH<sub>nest</sub> (pC) &#x3d; 23%, while T<sub>nest</sub> (pWS) &#x3d; 33.3&#xa0;&#xb0;C, RH<sub>nest</sub> (pWS) &#x3d; 71%, resulting in a measured &#x394;T (pC&#x2013;pWS) &#x3d; 11.6&#xa0;K. When the pC state (44.9&#xa0;&#xb0;C, 23% RH) is plotted on the Mollier diagram, it corresponds to a wet-bulb temperature Twet &#x2248;26.1&#xa0;&#xb0;C, defining a theoretical wet-bulb depression of &#x2248;18.9&#xa0;K. The difference between the theoretical and measured cooling was approximately 7.3&#xa0;K) indicating that the system achieved about 62% of the total adiabatic potential.</p>
<p>This deviation can be attributed to the fact that part of the latent heat absorbed during evaporation was used not only to cool the internal nesting cavity but also to reduce the temperature of the surrounding air layer within and around the porous geometry. In natural analogues, such as the evaporative regulation observed in <italic>Apis mellifera</italic> colonies, a similar distribution of cooling occurs: collected water droplets serve to stabilize both brood-cell temperature and hive-air conditions through combined convective and evaporative fluxes (<xref ref-type="bibr" rid="B5">Buchmann, 2021</xref>). In the tested prototypes, this shared cooling effect explains the observed &#x394;T within the tube relative to the full adiabatic potential, indicating that evaporated water contributes simultaneously to the microclimate of the nesting cavity and to localized air-mass cooling around the panel surface.</p>
<p>During the hottest days, T<sub>nest</sub> (pWS) &#x3c; 35&#xa0;&#xb0;C for 3&#x2013;10&#xa0;h&#xa0;day<sup>&#x2212;1</sup>, depending on RH<sub>a</sub>&#x1d62;<sub>r</sub> and solar intensity (<xref ref-type="table" rid="T3">Table 3</xref>). Cumulative thermal exposure showed that pWS remained above 30&#xa0;&#xb0;C for t (&#x3e;30&#xa0;&#xb0;C) &#x3d; 23.5&#xa0;h, compared with 79.0&#xa0;h for pC, and above 35&#xa0;&#xb0;C for only 2.5&#xa0;h versus 45.3&#xa0;h in pC.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Duration of exposure above biological temperature thresholds for pWS and pC panels (data correspond to <xref ref-type="fig" rid="F14">Figure 14</xref>). &#x394;T (pC&#x2013;pWS) and &#x394;T<sub>max</sub> (pC&#x2013;pWS) denote daily mean and maximum temperature differentials between pC and pWS models. t<sub>nest</sub> (p &#x3e; 35&#xa0;&#xb0;C) and t<sub>nest</sub> (p &#x3e; 40&#xa0;&#xb0;C) represent the duration (hours day<sup>-1</sup>) that the internal tube temperature exceeded the stress (35&#xa0;&#xb0;C) and lethal (40&#xa0;&#xb0;C) thresholds for (B<sub>nest</sub>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Date (2025)</th>
<th align="left">&#x394;T (pC&#x2013;pWS)/K</th>
<th align="left">&#x394;T<sub>max</sub> (pC&#x2013;pWS)/K</th>
<th align="left">t<sub>nest</sub> (pWS &#x3e;35&#xa0;&#xb0;C)/h</th>
<th align="left">t<sub>nest</sub> (pC &#x3e; 35&#xa0;&#xb0;C)/h</th>
<th align="left">t<sub>nest</sub> (pWS &#x3e;40&#xa0;&#xb0;C)/h</th>
<th align="left">t<sub>nest</sub> (pC &#x3e; 40&#xa0;&#xb0;C)/h</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">08-07</td>
<td align="left">4.85</td>
<td align="left">10.0</td>
<td align="left">3.5</td>
<td align="left">12.4</td>
<td align="left">0.0</td>
<td align="left">2.3</td>
</tr>
<tr>
<td align="left">08-08</td>
<td align="left">5.04</td>
<td align="left">10.5</td>
<td align="left">6.8</td>
<td align="left">17.2</td>
<td align="left">0.0</td>
<td align="left">3.8</td>
</tr>
<tr>
<td align="left">08-09</td>
<td align="left">5.47</td>
<td align="left">14.9</td>
<td align="left">9.0</td>
<td align="left">20.5</td>
<td align="left">0.0</td>
<td align="left">4.5</td>
</tr>
<tr>
<td align="left">08-10</td>
<td align="left">3.16</td>
<td align="left">10.9</td>
<td align="left">3.3</td>
<td align="left">11.7</td>
<td align="left">0.0</td>
<td align="left">1.9</td>
</tr>
<tr>
<td align="left">08-11</td>
<td align="left">3.97</td>
<td align="left">11.4</td>
<td align="left">3.8</td>
<td align="left">14.6</td>
<td align="left">0.0</td>
<td align="left">2.6</td>
</tr>
<tr>
<td align="left">08-12</td>
<td align="left">5.20</td>
<td align="left">11.8</td>
<td align="left">6.5</td>
<td align="left">18.9</td>
<td align="left">0.0</td>
<td align="left">3.1</td>
</tr>
<tr>
<td align="left">08-13</td>
<td align="left">6.67</td>
<td align="left">11.7</td>
<td align="left">10.0</td>
<td align="left">22.0</td>
<td align="left">0.0</td>
<td align="left">4.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Daily profiles (<xref ref-type="fig" rid="F14">Figure 14</xref>) exhibited consistent &#x394;T (pC&#x2013;pWS) peaks and recovery trajectories, indicating that cooling was primarily governed by the water-supply cycle and radiative load. The facade-mounted pWS panel reduced T<sub>nest</sub> by up to &#x394;T<sub>max</sub> &#x3d; 15&#xa0;K compared to pC, while maintaining T<sub>nest</sub> (pWS) &#x3c; 35&#xa0;&#xb0;C, within the thermally safe range for B<sub>nest</sub> (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
</sec>
<sec id="s4-4">
<label>4.4</label>
<title>Facade panels: Controlled climatic chamber validation</title>
<p>Two climatic-chamber test phases were conducted to validate the evaporative-cooling mechanism observed during the real-building setup experiment under controlled and stationary conditions. Scenario 1 reproduced the loggia-air temperature (T<sub>log</sub>) and relative humidity (RH<sub>log</sub>) profiles recorded on site, while Scenario 2 replicated the internal-tube temperature of the control panel (T<sub>nest</sub> (pC)) to examine the temperature-dependent response of the system.</p>
<p>In Scenario 1, chamber-air temperatures ranged from T<sub>a</sub>&#x1d62;<sub>r</sub>(ch) &#x3d; 29.9&#xa0;&#xb0;C&#x2013;36.3&#xa0;&#xb0;C, with RH<sub>a</sub>&#x1d62;<sub>r</sub>(ch) &#x3d; 42&#x2013;28%. The control specimen reached T<sub>nest</sub> (pC) &#x3d; 36.5&#xa0;&#xb0;C, RH<sub>nest</sub> (pC) &#x3d; 38%, whereas the water-supplied specimen peaked at T<sub>nest</sub> (pWS) &#x3d; 29.8&#xa0;&#xb0;C, RH<sub>nest</sub> (pWS) &#x3d; 76%, yielding a maximum temperature differential &#x394;T (pC&#x2013;pWS) &#x3d; 7&#xa0;K.</p>
<p>To estimate the theoretical cooling limit, the psychrometric state corresponding to the control-panel condition (T<sub>nest</sub> (pC) &#x3d; 36.5&#xa0;&#xb0;C, RH<sub>nest</sub> (pC) &#x3d; 39%) was plotted on the Mollier diagram. The corresponding wet-bulb temperature (Twet) &#x2248; 24.6&#xa0;&#xb0;C, defining a theoretical wet-bulb depression &#x2248;11.9&#xa0;K. With the measured temperature differential &#x394;T (pC&#x2013;pWS) &#x3d; 7&#xa0;K, the system achieved approximately 59% of the adiabatic cooling potential.</p>
<p>In Scenario 2, chamber-air temperatures ranged from T<sub>a</sub>&#x1d62;<sub>r</sub>(ch) &#x3d; 40.5&#xa0;&#xb0;C&#x2013;44.9&#xa0;&#xb0;C and RH<sub>a</sub>&#x1d62;<sub>r</sub>(ch) &#x3d; 27&#x2013;21%. The control panel recorded T<sub>nest</sub> (pC) &#x3d; 40.5&#xa0;&#xb0;C&#x2013;44.9&#xa0;&#xb0;C and RH<sub>nest</sub> (pC) &#x3d; 30&#x2013;39%, while the water-supplied panel maintained T<sub>nest</sub> (pWS) &#x3d; 31.7&#xa0;&#xb0;C&#x2013;35.0&#xa0;&#xb0;C, yielding a mean temperature differential &#x394;T (pC&#x2013;pWS, mean) &#x3d; 10.2&#xa0;K.</p>
<p>At the peak condition (T<sub>nest</sub> (pC) &#x3d; 44.9&#xa0;&#xb0;C, RH<sub>nest</sub> (pC) &#x3d; 32%), the psychrometric state corresponded to a wet-bulb temperature Twet &#x2248;29.1&#xa0;&#xb0;C, defining a theoretical wet-bulb depression &#x2248;15.8&#xa0;K. The water-supplied panel measured T<sub>nest</sub> (pWS) &#x3d; 31.7&#xa0;&#xb0;C and RH<sub>nest</sub> (pWS) &#x3d; 84%, yielding &#x394;T (pC&#x2013;pWS) &#x3d; 13.2 K, approximately 84% of the theoretical adiabatic potential. When plotted on the Mollier diagram, the pC and pWS system states align closely along the adiabatic line; shifting from the pC to the pWS state follows the direction of adiabatic cooling, confirming evaporation under near-adiabatic conditions. Across both scenarios, T<sub>nest</sub> (pWS) &#x3c; 40&#xa0;&#xb0;C, remaining below the biological-stress threshold associated with increased larval mortality in B<sub>nest</sub>, whereas the C panel exceeded this limit under high-temperature conditions (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Summary statistics for climatic-chamber tests. Overview of temperature (T) and relative humidity (RH) conditions recorded during the two experimental phases of the climatic-chamber tests. Phase 1 replicates outdoor air conditions, and Phase 2 replicates high-temperature scenarios. Reported values include maximum temperatures for the control and water-supplied panels (T<sub>nest</sub> (pC,max) and T<sub>nest</sub> (pWS,max)), their mean temperature differential (&#x394;T (pC&#x2013;pWS,mean)), and relative humidity measured near the water-supplied (RH<sub>nest</sub> (pWS)) and control (RH<sub>nest</sub> (pC)) panels.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Scenario</th>
<th align="left">T<sub>a</sub>&#x1d62;<sub>r</sub> (ch)/&#xb0;C</th>
<th align="left">RH<sub>a</sub>&#x1d62;<sub>r</sub> (ch)/%</th>
<th align="left">T<sub>nest</sub> (pC,max)/&#xb0;C</th>
<th align="left">T<sub>nest</sub> (pWS,max)/&#xb0;C</th>
<th align="left">&#x394;T (pC&#x2013;pWS,mean)/K</th>
<th align="left">RH<sub>nest</sub> (pWS)/%</th>
<th align="left">RH<sub>nest</sub> (pC)/%</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">29.9&#x2013;36.3</td>
<td align="left">42&#x2013;28</td>
<td align="left">36.5</td>
<td align="left">29.8</td>
<td align="left">6.3</td>
<td align="left">76&#x2013;78</td>
<td align="left">38&#x2013;45</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">40.5&#x2013;44.9</td>
<td align="left">27&#x2013;21</td>
<td align="left">44.9</td>
<td align="left">35.0</td>
<td align="left">10.2</td>
<td align="left">79&#x2013;85</td>
<td align="left">30&#x2013;39</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The climatic-chamber results provide a controlled verification of the evaporative-cooling process under stable conditions, thereby confirming adiabatic cooling. Unlike the outdoor tests, where wind, radiation, and humidity fluctuated, the chamber setup isolated the direct thermal effect of evaporation. A comparison between both settings indicates similar cooling behaviour but differing efficiencies. In the real-building setup, the mean temperature differential between pC and pWS was &#x394;T<sub>mean</sub> &#x3d; 4.8 K, with a peak of 11.6 K, corresponding to about 72% of the adiabatic cooling potential. In the chamber, Scenario 1 reached &#x2248;60&#x2013;65% efficiency due to humidity accumulation, which reduced the vapour-pressure gradient, whereas Scenario 2, under drier conditions, achieved &#x2248;80&#x2013;85%. Overall, the data confirm that water supply enables a consistent evaporative-cooling effect, providing a reliable benchmark for refining the system and applying it to other Facade configurations and environmental contexts.</p>
</sec>
<sec id="s4-5">
<label>4.5</label>
<title>Discussion and conclusions</title>
<p>The results align with the initial hypothesis that combining porous geometry with controlled evaporation can moderate microclimates within a conceptual architectural element. Across the experimental stages, the water-supplied configurations maintained internal temperatures within ranges compatible with the thermal requirements of cavity-nesting bees during summer heat events, even though some were only slightly under the threshold temperatures in the experimental set-up.</p>
<p>From a technical perspective, these findings indicate that evaporative cooling can extend the thermal buffering capacity of porous nesting structures beyond what is achievable through passive material inertia alone. Geometry and surface porosity thus emerge as operative parameters for regulating temperature through a passive, water-based mechanism.</p>
<p>Beyond demonstrating thermal performance, the results suggest that porous geometry and controlled evaporation can be explored as technical strategies to moderate microclimatic conditions within biologically sensitive cavities. Within a more-than-human design perspective, environmental control is reframed not as optimization for human comfort, but as a set of measurable boundary conditions relevant to non-human physiological thresholds (<xref ref-type="bibr" rid="B12">Haraway, 2016</xref>).</p>
<p>In this context, the fa&#xe7;ade prototypes are treated as exploratory test elements rather than as redefinitions of architectural agency. They serve to examine whether material systems can simultaneously support structural, thermal, and habitat-related functions when evaluated against species-specific criteria (<xref ref-type="bibr" rid="B17">Knippers and Speck, 2012</xref>; <xref ref-type="bibr" rid="B30">Sattler and &#xd6;sterreicher, 2019</xref>). Within this constrained scope, the findings may be read as indicating that architectural surface elements can be evaluated against non-human thermal thresholds using performance logics comparable to those traditionally applied in human comfort research, or in purpose-built structures intended for domesticated animals (<xref ref-type="bibr" rid="B25">Polidori et al., 2023</xref>). In this sense, comfort and habitat for non-human species are treated not as ancillary outcomes, but as explicit design criteria assessed through measurable environmental parameters.</p>
<p>Accordingly, the technical investigations&#x2014;measurements of temperature fluctuations, analysis of convective regimes, and controlled replication of climatic stressors&#x2014;are employed here as methods for examining how material systems and environmental conditions interact in ways that are relevant to species-specific physiological thresholds. While the experiments remain limited to defined configurations and boundary conditions, this approach allows the material&#x2013;environment interaction to be analysed in a manner that is comparable across human and non-human comfort frameworks, without extending the empirical claims beyond the tested scale.</p>
<p>By translating the physical process of evaporation into an architectural regenerative strategy, the study situates design within existing discourses of multispecies cohabitation (<xref ref-type="bibr" rid="B12">Haraway, 2016</xref>). It proposes that maintaining microclimatic stability for non-humans should be regarded as integral to the resilience of urban ecosystems rather than as an ancillary effect. The prototypes developed are not proposed as solutions but as exploratory models linking environmental physics with questions of coexistence and care of people and the environment alike.</p>
<p>The implications extend beyond the individual facade element to the scale of the urban fabric. If architectural surfaces were considered a distributed set of more-than-human resources, cities may be interpreted as interconnected systems in which fa&#xe7;ades, roofs, and shading devices collectively contribute to microclimatic regulation and ecological continuity (<xref ref-type="bibr" rid="B4">Buchholz et al., 2020</xref>). In this sense, architectural envelopes can be understood as infrastructural &#x201c;stepping stones,&#x201d; supporting both microclimatic regulation and spatial connectivity for non-human life within dense urban contexts.</p>
<p>Several limitations of the present study should be acknowledged. First, biological responses are interpreted using generalized thermal thresholds for cavity-nesting bee offspring; species-specific tolerances, behavioural adaptations, and nesting preferences may vary. Second, performance is climate-dependent: evaporative cooling efficiency is constrained by ambient humidity, water availability, and local microclimatic conditions, limiting direct transferability across geographic regions. Third, while evaporative fa&#xe7;ade systems for human comfort are often benchmarked using similar psychrometric metrics, direct comparisons of comfort outcomes are not appropriate here, as the biological thresholds and exposure conditions of non-human species differ fundamentally from those of human thermal comfort models. In this study, cross-domain benchmarking is therefore restricted to physical efficiency (e.g., fraction of adiabatic cooling potential), rather than experiential or comfort-based criteria.</p>
<p>Taken together, the findings position bio-inspired evaporative cooling as a transferable physical mechanism rather than as a prescriptive ecological solution. By drawing on thermoregulatory strategies observed in biological systems and translating them into quantifiable architectural performance metrics, the study aligns biomimetic design with established building-physics evaluation methods. Temperature differentials, cooling ratios, and fractions of adiabatic potential are therefore employed not as indicators of comfort in a human sense, but as analytical tools for assessing microclimatic suitability relative to species-specific thermal thresholds.</p>
<p>While the prototypes presented here are exploratory and limited to defined boundary conditions, they indicate how porous geometry combined with controlled evaporation can be evaluated as a technically viable strategy for moderating microclimatic extremes in biologically sensitive cavities. Future work is required to extend this investigation toward scalability, including the refinement of additive manufacturing workflows, material selection, and geometric optimisation to balance thermal performance, structural stability, water management, and production constraints. In parallel, broader validation across climatic contexts and urban configurations will be necessary to assess robustness and transferability.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<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 sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>MV: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. JK: Methodology, Supervision, Writing &#x2013; review and editing. D&#xd6;: Supervision, Writing &#x2013; review and editing. LF: Supervision, Writing &#x2013; review and editing. JK: Supervision, Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The Institute for Building Energetics, Thermotechnology and Energy Storage (IGTE) at the University of Stuttgart is acknowledged for providing access to the climatic chamber and technical assistance during the evaporative-cooling experiments. The authors also acknowledge the Institute of Building Materials, Building Physics, Building Systems and Design (IBBTE) at the University of Stuttgart for their support during the manufacturing phase of the experimental prototypes.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<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>
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<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1989185/overview">Raqib Abu Salia</ext-link>, Global Banking School, United Kingdom</p>
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<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1154254/overview">Miguel Chen Austin</ext-link>, Technological University of Panama, Panama</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3313737/overview">Fadi Shayya</ext-link>, University of Salford, United Kingdom</p>
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<fn-group>
<fn fn-type="abbr" id="abbrev1">
<label>Abbreviations:</label>
<p>sWS/sC, Small-scale water-supplied/control samples; pWS/pC, Full-scale water-supplied/control panels; T<sub>a</sub>&#x1d62;<sub>r</sub>, Outdoor air temperature (&#xb0;C); T<sub>log</sub>, Loggia air temperature (semi-enclosed microclimate), for the real-building setup (&#xb0;C); T<sub>nest</sub> (sWS), Internal tube temperature &#x2013; small-scale WS sample (&#xb0;C); T<sub>nest</sub> (sC), Internal tube temperature &#x2013; small-scale control (&#xb0;C); T<sub>nest</sub> (pWS), Internal tube temperature &#x2013; panel WS (&#xb0;C); T<sub>nest</sub> (pC), Internal tube temperature &#x2013; panel control (&#xb0;C); T<sub>a</sub>&#x1d62;<sub>r</sub>(ch), Chamber air temperature (controlled test) (&#xb0;C); T<sub>wet</sub>, Wet-bulb temperature (psychrometric reference) (&#xb0;C); &#x394;T, Temperature differential (control &#x2013; WS) (K); RH<sub>a</sub>&#x1d62;<sub>r</sub>, Outdoor relative humidity (%); RH<sub>log</sub>, Loggia relative humidity (%); RH<sub>nest</sub> (sWS), Internal relative humidity &#x2013; small-scale WS (%); RH<sub>nest</sub> (sC), Internal relative humidity &#x2013; small-scale control (%); RH<sub>nest</sub> (pWS), Internal relative humidity &#x2013; panel WS (%); RH<sub>nest</sub> (pC), Internal relative humidity &#x2013; panel control (%); RH<sub>a</sub>&#x1d62;<sub>r</sub>(ch), Chamber relative humidity (%); B<sub>nest</sub>, Cavity-nesting bee offspring (biological reference for thermal thresholds: High metabolic stress &#x3e;35&#xa0;&#xb0;C; lethal &#x3e;40&#xa0;&#xb0;C); TPMS, Triply periodic minimal surface; ADMS, Adaptive density minimal surface; AM/FDM/3DP, Additive manufacturing/fused deposition modelling/3D printing.</p>
</fn>
</fn-group>
</back>
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