Study on the Influence Mechanism of Human Thermal Comfort Models in Plant Cultivation Simulation and Microclimate Regulation

Study on the Influence Mechanism of Human Thermal Comfort Models in Plant Cultivation Simulation and Microclimate Regulation | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Study on the Influence Mechanism of Human Thermal Comfort Models in Plant Cultivation Simulation and Microclimate Regulation Zhengsong Lin, Jiangxia Wang, xue Wang, jihui Yuan, Zunling Zhu This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7648784/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract As the threat of the climate crisis to human survival grows, people are beginning to explore the methodological robustness of scientific approaches in global climate change governance. Taking the characteristic that plants' carbon fixation can reduce the ambient temperature as the starting point, building a virtual digital scene It combines regression analysis to fit the simulated plant scene, thereby improving the microclimate environment and regulating human comfort. The relationship between plant carbon fixation ability and ambient temperature is optimized to optimize the human thermal comfort model, and countermeasures are proposed accordingly. Study results show that the simulated plant scene has the function of improving the microclimate environment and regulating human comfort; the optimized WBGT model can effectively predict human thermal comfort and exhibits a progressive annual decline，which proves that landscape plant planting design is conducive to improving the local microclimate environment.WBGT is suitable for future microclimate change monitoring systems. The result of this study shows that WBGT can be used as an indicator to determine and correct human behavior in responding to the climate crisis, to optimize and predict human comfort, and to provide a response plan for effectively regulating the microclimate environment. It is a recommended approach to improve the top-down organizational decision-making mechanism from the perspective of human beings themselves, and provide new ideas for human response to the global climate crisis. Plant planting simulation Microclimate Organizational decision-making mechanism human thermal comfort modeling Full Text Additional Declarations No competing interests reported. Supplementary Files 2023.xlsx 2024.xlsx Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-7648784","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":539637038,"identity":"c498f5c5-508d-421d-8309-99bba0de645c","order_by":0,"name":"Zhengsong Lin","email":"","orcid":"","institution":"Nanjing Forestry University","correspondingAuthor":false,"prefix":"","firstName":"Zhengsong","middleName":"","lastName":"Lin","suffix":""},{"id":539637039,"identity":"59ed470f-0ae0-43fd-81d2-776f7de74bc0","order_by":1,"name":"Jiangxia Wang","email":"","orcid":"","institution":"Wuhan Institute of Technology","correspondingAuthor":false,"prefix":"","firstName":"Jiangxia","middleName":"","lastName":"Wang","suffix":""},{"id":539637041,"identity":"33d8bf47-7e00-4654-81c8-2960ec5f2b03","order_by":2,"name":"xue Wang","email":"","orcid":"","institution":"Wuhan Institute of Technology","correspondingAuthor":false,"prefix":"","firstName":"xue","middleName":"","lastName":"Wang","suffix":""},{"id":539637045,"identity":"78f143b7-0a57-421c-92e1-0e147215fb73","order_by":3,"name":"jihui Yuan","email":"","orcid":"","institution":"Osaka Metropolitan University","correspondingAuthor":false,"prefix":"","firstName":"jihui","middleName":"","lastName":"Yuan","suffix":""},{"id":539637054,"identity":"55a24842-e5da-48ac-8cac-fb852d1c03a5","order_by":4,"name":"Zunling Zhu","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA60lEQVRIie3Rr2sDMRTA8RcCdybjbI7S7l/IODO4wcT+kXemMe3kqJiIyuRs91/UlbqMB1XpZk8W+g8U6ksv1ExlkYPl6wL58PIDIJf7g1Wc0x4XDxOAz/2w5r+T+s1O1dFPGwBSaUR5r+oPS50BnkigR9XcWNJrRoWERduZcueigi0RD+JLzzcmEK87I54xSrhE14iXdr5y31vJwgmlUFFSyM6MRMG1csMUdk4gQhDUS/uEV2ISiCxtER75buWI3+NWN1bM4uSRqlP4ylvVE+uPr+34vfRx8mOeA8Bwu8T9Q5VJ35vL5XL/qwuzFEmkZKUwvAAAAABJRU5ErkJggg==","orcid":"","institution":"Nanjing Forestry University","correspondingAuthor":true,"prefix":"","firstName":"Zunling","middleName":"","lastName":"Zhu","suffix":""}],"badges":[],"createdAt":"2025-09-18 10:53:50","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-7648784/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-7648784/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":95309764,"identity":"cc933e2e-9e93-48a6-be19-ea50397f5a2f","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":0,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1708074,"visible":true,"origin":"","legend":"","description":"","filename":"Figure1a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/7d72cc1ab5bd566e58ca9f02.tif"},{"id":95314807,"identity":"65807ba8-eae4-4cb3-bcaf-8423a23608cd","added_by":"auto","created_at":"2025-11-06 15:53:20","extension":"doc","order_by":1,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":14019952,"visible":true,"origin":"","legend":"","description":"","filename":"StudyontheInfluenceMechanismofHumanThermalComfortModelsinPlantCultivationSimulationandMicroclimateRegulation.doc","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/b6db7a7f1324b07cdb223e6d.doc"},{"id":95309770,"identity":"aba435c6-7219-4705-b20f-5d02bca70bbb","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":2,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":2532744,"visible":true,"origin":"","legend":"","description":"","filename":"Figure1b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/bccf71478cf514f1e249f9a4.tif"},{"id":95315092,"identity":"f9c75a32-e0f3-48af-abe4-24c934fc701c","added_by":"auto","created_at":"2025-11-06 15:53:48","extension":"tif","order_by":3,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9636366,"visible":true,"origin":"","legend":"","description":"","filename":"Figure2.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0f3e878e3f2e363b4814377d.tif"},{"id":95309767,"identity":"6025093e-da82-4f3e-83a4-358e5ce21883","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":4,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":2231666,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/65b67020afcef5935c5c74b1.tif"},{"id":95314791,"identity":"94ba0ff1-07b4-4908-acb9-4f34af1a0bdf","added_by":"auto","created_at":"2025-11-06 15:53:20","extension":"tif","order_by":5,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":4251368,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/3ca3274fd7125314757b501f.tif"},{"id":95314965,"identity":"74638d4c-fd0d-4d14-ac3f-0861f17af808","added_by":"auto","created_at":"2025-11-06 15:53:33","extension":"tif","order_by":6,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":3498338,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3c.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/85a56c8629a372fd59214f1c.tif"},{"id":95314763,"identity":"9d012587-17b1-4787-b574-e0d1ca001e36","added_by":"auto","created_at":"2025-11-06 15:53:18","extension":"tif","order_by":7,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":4561036,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3d.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/984c7a80b651735b15715be5.tif"},{"id":95309783,"identity":"8be4a79d-3e50-4d97-90fd-e3d47590c6e8","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":8,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":3649162,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3e.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/127cbac5e3c02b89933c31ed.tif"},{"id":95309775,"identity":"cf1b53ea-4e98-44be-9c97-76952e234f71","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":9,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":198476,"visible":true,"origin":"","legend":"","description":"","filename":"Figure4a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/973e4ea921993bb545a1b81e.tif"},{"id":95309765,"identity":"13b2f680-2aee-4061-8e01-27f817ad5881","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":10,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":18168,"visible":true,"origin":"","legend":"","description":"","filename":"Figure4b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/256da5786a7e3e676d73b4c4.tif"},{"id":95315079,"identity":"22fc17ad-9d00-4e47-9942-01ff91595399","added_by":"auto","created_at":"2025-11-06 15:53:48","extension":"tif","order_by":11,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":688924,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/84688931a65ec78a0699a94a.tif"},{"id":95315068,"identity":"14167e0e-89f2-447e-b231-7ad80db1d01e","added_by":"auto","created_at":"2025-11-06 15:53:47","extension":"tif","order_by":12,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":664120,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/08f833adbf3818b472df7635.tif"},{"id":95309772,"identity":"bab3cb4e-dcea-4f69-bfc9-f8fc97e86c40","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":13,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":638458,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5c.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a0bb5ee83e8bf4606171331e.tif"},{"id":95314712,"identity":"3f01e000-9a29-4cc6-a67b-3b4ccb1b785c","added_by":"auto","created_at":"2025-11-06 15:53:13","extension":"tif","order_by":14,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":623900,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5d.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/405af4fe5e486f5b9f84841d.tif"},{"id":95314990,"identity":"fadde66b-45dd-43b9-ac8a-791d6e449d90","added_by":"auto","created_at":"2025-11-06 15:53:36","extension":"tif","order_by":15,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1482198,"visible":true,"origin":"","legend":"","description":"","filename":"Figure6.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/b6ce675f25949a51daa3f24b.tif"},{"id":95309777,"identity":"5a18ee05-3bce-4a16-be3c-3afbf24362a6","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":16,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":5051432,"visible":true,"origin":"","legend":"","description":"","filename":"Figure7.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/ef63c1d397ac677767eb0c4f.tif"},{"id":95314638,"identity":"4f9ef1b0-f8e9-4c98-9aeb-32f33a9fb48c","added_by":"auto","created_at":"2025-11-06 15:53:08","extension":"tif","order_by":17,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1003676,"visible":true,"origin":"","legend":"","description":"","filename":"Figure8.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/92e973e6145ed9116e7456c4.tif"},{"id":95309786,"identity":"31d6256b-ba87-4b01-90f4-c67dd1360177","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"json","order_by":18,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":6963,"visible":true,"origin":"","legend":"","description":"","filename":"b8d22c2c7da04e01a751aa93d2433d8f.json","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/ff45c0f04785cbdebad42c26.json"},{"id":95523882,"identity":"f0afc610-46f3-405b-b6d3-97d1e8133008","added_by":"auto","created_at":"2025-11-10 10:01:23","extension":"xlsx","order_by":19,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9959967,"visible":true,"origin":"","legend":"","description":"","filename":"2023.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/bece808c5802ed345d69b5bb.xlsx"},{"id":95309807,"identity":"0406e773-d210-4ad9-9ef5-38ecca79cdb7","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"xlsx","order_by":20,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9960121,"visible":true,"origin":"","legend":"","description":"","filename":"2024.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/5ebf830bc571518d3a26384e.xlsx"},{"id":95314766,"identity":"a5757cbc-2fd1-4b03-a0e5-25ef573e1546","added_by":"auto","created_at":"2025-11-06 15:53:19","extension":"xml","order_by":21,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":125356,"visible":true,"origin":"","legend":"","description":"","filename":"b8d22c2c7da04e01a751aa93d2433d8f1enriched.xml","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/ad01ea7c55ff6ec0e7f2e634.xml"},{"id":95314981,"identity":"910aa372-709a-4792-b663-c0680889096e","added_by":"auto","created_at":"2025-11-06 15:53:35","extension":"tif","order_by":22,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1708074,"visible":true,"origin":"","legend":"","description":"","filename":"Figure1a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/8cc58c7f96a693062da1b8dd.tif"},{"id":95314910,"identity":"86e8f5f9-3bd0-4881-9f0b-dc79aa56540a","added_by":"auto","created_at":"2025-11-06 15:53:29","extension":"tif","order_by":23,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":2532744,"visible":true,"origin":"","legend":"","description":"","filename":"Figure1b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/15e6f4a16cafb91a48efb5f2.tif"},{"id":95309789,"identity":"e36e53c9-a081-4ebd-a7fb-9a664d681b41","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":24,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9636366,"visible":true,"origin":"","legend":"","description":"","filename":"Figure2.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/3bb39df662d4b6c3a38533bb.tif"},{"id":95314351,"identity":"6b6830d5-db17-4772-99f4-7c7feaa2d482","added_by":"auto","created_at":"2025-11-06 15:52:42","extension":"tif","order_by":25,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":2231666,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/f636018bdddae88c5157ec3d.tif"},{"id":95314930,"identity":"cd4356e9-3b40-4fd7-a6fd-aa6b2f9842af","added_by":"auto","created_at":"2025-11-06 15:53:31","extension":"tif","order_by":26,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":4251368,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/f70e0db31edde7d437fe4163.tif"},{"id":95315025,"identity":"77344cb1-0302-4342-a549-8da1d5052e44","added_by":"auto","created_at":"2025-11-06 15:53:42","extension":"tif","order_by":27,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":3498338,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3c.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0a1b908fd29ebea033f11fa7.tif"},{"id":95314704,"identity":"d8219661-3e46-4201-bcdf-64238aec4909","added_by":"auto","created_at":"2025-11-06 15:53:12","extension":"tif","order_by":28,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":4561036,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3d.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/102ce3fe720bdf5384bf3c30.tif"},{"id":95309802,"identity":"dca74402-c6b1-4303-9aae-250c368cd123","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"tif","order_by":29,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":3649162,"visible":true,"origin":"","legend":"","description":"","filename":"Figure3e.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/9ff2c655c0aff1955e251b2c.tif"},{"id":95309795,"identity":"069433ab-139f-4c31-92dc-22ef0b4310ac","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"tif","order_by":30,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":198476,"visible":true,"origin":"","legend":"","description":"","filename":"Figure4a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/6800aa9c46063a8dcdda995b.tif"},{"id":95309782,"identity":"d442201d-183b-4097-a790-b303ba97aa08","added_by":"auto","created_at":"2025-11-06 15:10:11","extension":"tif","order_by":31,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":18168,"visible":true,"origin":"","legend":"","description":"","filename":"Figure4b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/30b8e1c097dccf15f02cf92d.tif"},{"id":95309794,"identity":"1adc054e-987f-4fe6-9243-eeb70202d050","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"tif","order_by":32,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":688924,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5a.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/41aa4578ccc48e52e576f3f8.tif"},{"id":95309800,"identity":"d7504bfc-f8fd-4595-af40-74dd2b0d3427","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"tif","order_by":33,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":664120,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5b.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0cf1b9f47e065c1c07529d7f.tif"},{"id":95314973,"identity":"7d54e5c6-ae0e-40bc-bd5b-564482b46d4f","added_by":"auto","created_at":"2025-11-06 15:53:34","extension":"tif","order_by":34,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":638458,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5c.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a35c044bf1eb8343c2cb6443.tif"},{"id":95315051,"identity":"c2e44cc8-5484-4268-aa1a-78c16358dd38","added_by":"auto","created_at":"2025-11-06 15:53:45","extension":"tif","order_by":35,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":623900,"visible":true,"origin":"","legend":"","description":"","filename":"Figure5d.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a26af0b1b9bd2109083459be.tif"},{"id":95309809,"identity":"3a208f91-bb6c-4b05-9269-459d8c1b8c8d","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"tif","order_by":36,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1482198,"visible":true,"origin":"","legend":"","description":"","filename":"Figure6.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/22986be4617c81bb92ca834e.tif"},{"id":95309832,"identity":"d62a7b66-8245-4430-bd87-ba4ec288e5d8","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"tif","order_by":37,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":5051432,"visible":true,"origin":"","legend":"","description":"","filename":"Figure7.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a66faf7ea4bf989784805b3a.tif"},{"id":95309824,"identity":"265dfc2e-d1d6-437e-a91f-f2c95a7335b1","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"tif","order_by":38,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1003676,"visible":true,"origin":"","legend":"","description":"","filename":"Figure8.tif","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/86b288ed99dd493967f9927a.tif"},{"id":95314995,"identity":"c74fae83-b2a5-498c-b9f2-1880c97e9107","added_by":"auto","created_at":"2025-11-06 15:53:37","extension":"jpeg","order_by":39,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":989318,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage1.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/bff8a801aaa0b0f16aba6a1c.jpeg"},{"id":95309818,"identity":"19810609-baa4-4b38-8134-e0b7e5bf4c17","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"jpeg","order_by":40,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":17546,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage2.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/c5b6b6c2b05fc1ef4760335b.jpeg"},{"id":95309850,"identity":"2ef3a6be-00fa-4416-b542-adf4da373e47","added_by":"auto","created_at":"2025-11-06 15:10:14","extension":"jpeg","order_by":41,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":694289,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage3.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/4bfb58437e8c893d4655fae1.jpeg"},{"id":95309798,"identity":"86718dfc-5980-48f9-b897-620f70bfea42","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"jpeg","order_by":42,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":395812,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage4.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0d0e61075a7a40db116ce215.jpeg"},{"id":95309815,"identity":"18355e1d-5954-40b4-899d-b5ca3e65f62f","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"jpeg","order_by":43,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":424259,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage5.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/f67e57aa6d82e689af1a5b87.jpeg"},{"id":95314854,"identity":"9d7b52a5-22e5-4bc9-9b26-5dab50ebdfae","added_by":"auto","created_at":"2025-11-06 15:53:24","extension":"jpeg","order_by":44,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":399021,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage6.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/f742132184b080451ca6f304.jpeg"},{"id":95315041,"identity":"ac75aa9c-d393-43f5-95d5-2c528c735cff","added_by":"auto","created_at":"2025-11-06 15:53:43","extension":"jpeg","order_by":45,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":691931,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage7.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/5d8c4320eb144c0a47447b9c.jpeg"},{"id":95314513,"identity":"173d62cd-25b5-4d9e-a5f1-60d7147d29a4","added_by":"auto","created_at":"2025-11-06 15:52:58","extension":"jpeg","order_by":46,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":440551,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage8.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/d9837724c545b1aabb6cd815.jpeg"},{"id":95314923,"identity":"57acc7cf-5f9a-4530-abf8-058411949b6b","added_by":"auto","created_at":"2025-11-06 15:53:30","extension":"jpeg","order_by":47,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":532838,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage9.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/f6a11ac88eef5d372aebe271.jpeg"},{"id":95309821,"identity":"0b19986f-13d0-4ac1-a167-4dd5ee8847e3","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"wmf","order_by":48,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":616,"visible":true,"origin":"","legend":"","description":"","filename":"image12.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/99fd79087eedf858606ba857.wmf"},{"id":95314868,"identity":"d81f7b44-25a1-4368-b5e4-daa42603a90b","added_by":"auto","created_at":"2025-11-06 15:53:25","extension":"wmf","order_by":49,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":616,"visible":true,"origin":"","legend":"","description":"","filename":"image13.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/d2c92a14a16300fd23cf6b13.wmf"},{"id":95314962,"identity":"ff9fd15b-966d-42a8-b559-89e70db81fb5","added_by":"auto","created_at":"2025-11-06 15:53:33","extension":"wmf","order_by":50,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":882,"visible":true,"origin":"","legend":"","description":"","filename":"image4.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/67f3fa731dd8eb12f0412afe.wmf"},{"id":95309820,"identity":"75e0b7b7-e4c8-4346-86d6-e395b216a76a","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"wmf","order_by":51,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":616,"visible":true,"origin":"","legend":"","description":"","filename":"image5.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/98599a93e09a867e81705b77.wmf"},{"id":95315107,"identity":"4885e92e-b2a9-4bd3-bd57-9bef7ba88b68","added_by":"auto","created_at":"2025-11-06 15:53:51","extension":"wmf","order_by":52,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":512,"visible":true,"origin":"","legend":"","description":"","filename":"image6.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/55be273d1b1214a4db7aa1d0.wmf"},{"id":95315083,"identity":"42071a38-d9b0-4b14-8b5e-8d76c5a3288c","added_by":"auto","created_at":"2025-11-06 15:53:48","extension":"wmf","order_by":53,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":616,"visible":true,"origin":"","legend":"","description":"","filename":"image7.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/fb42ec8bb38491529b81c2ed.wmf"},{"id":95314719,"identity":"1a12747c-3d83-46c0-9af8-a59d5d76ffb5","added_by":"auto","created_at":"2025-11-06 15:53:14","extension":"wmf","order_by":54,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":912,"visible":true,"origin":"","legend":"","description":"","filename":"image8.wmf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/7f4a5b57cd970bc7d818a310.wmf"},{"id":95309848,"identity":"856c39e4-d282-4855-bb3d-8de057a1cd45","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":55,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":129519,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure1a.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/8be9b44180213d16e541d07e.png"},{"id":95309805,"identity":"0aeec9e2-e59f-4fa2-959d-cfb58aeaa7ee","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"png","order_by":56,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":349384,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure1b.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/e3b55b9d7901a134f83809a1.png"},{"id":95314781,"identity":"b943995c-9589-4c6c-bda9-283579cff0ad","added_by":"auto","created_at":"2025-11-06 15:53:19","extension":"png","order_by":57,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1337865,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure2.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/9bac96a7c22b1d5ce596243a.png"},{"id":95309855,"identity":"8de9a5fd-64de-4861-aeeb-874b58656a62","added_by":"auto","created_at":"2025-11-06 15:10:14","extension":"png","order_by":58,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":359228,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure3a.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/22384959b0219fc965a0f87c.png"},{"id":95315073,"identity":"5a107175-debb-4267-b14c-03461be10122","added_by":"auto","created_at":"2025-11-06 15:53:47","extension":"png","order_by":59,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":420592,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure3b.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/7ec2e20ff9cbd03b87a4d919.png"},{"id":95309796,"identity":"e18b1afc-0240-4a69-b8a0-eb5ff9fd5797","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"png","order_by":60,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":331887,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure3c.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/1e3389e21e44c27375cd72c7.png"},{"id":95314699,"identity":"4ed95786-0122-47a3-9acf-effe4e1bfcf1","added_by":"auto","created_at":"2025-11-06 15:53:12","extension":"png","order_by":61,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":423353,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure3d.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/7b309e4a6aa8911a7c2c03be.png"},{"id":95309817,"identity":"d6a79a8c-41a0-4530-8635-27f27d2fe03b","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"png","order_by":62,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":311445,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure3e.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/6e0e1c6d6320d118a3f8a2b4.png"},{"id":95315063,"identity":"28b02423-bfde-4d9c-a5dd-0fcd41315b49","added_by":"auto","created_at":"2025-11-06 15:53:46","extension":"png","order_by":63,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25581,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure4a.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/90bfd077c02e627dcfbb49eb.png"},{"id":95314889,"identity":"8c4aa951-bc95-4279-aafd-1f65b3f4b10f","added_by":"auto","created_at":"2025-11-06 15:53:26","extension":"png","order_by":64,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7897,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure4b.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/4a19a4d5e0374c89a30e1bc8.png"},{"id":95309830,"identity":"6fd42092-9bf6-4773-b2a6-b2d4b4c7461a","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":65,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":49386,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure5a.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/6a24a697489038df5929cb73.png"},{"id":95309845,"identity":"bcdc81b9-274d-4cd4-ad23-f2a287ef09e3","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":66,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":68768,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure5b.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/27a0e710bf63d708b9a798ff.png"},{"id":95309811,"identity":"849670f0-eea3-4127-bd6f-63d61165a2e1","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"png","order_by":67,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":47673,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure5c.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/2608611816c36c7f8b00c6f3.png"},{"id":95315089,"identity":"c3f9f339-6167-4d08-88cb-189d0e73f065","added_by":"auto","created_at":"2025-11-06 15:53:48","extension":"png","order_by":68,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":66528,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure5d.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/8b626c3a90d29512db086038.png"},{"id":95314370,"identity":"803fbdb5-ea95-4555-94ae-967ee76dd16a","added_by":"auto","created_at":"2025-11-06 15:52:43","extension":"png","order_by":69,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":130931,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure6.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/60d31f400b802329a48cf2a8.png"},{"id":95309826,"identity":"544011b0-74b7-4d17-b7eb-1184c157e65a","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":70,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":567710,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure7.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a7678a060a79f7485787ec69.png"},{"id":95315120,"identity":"7cd1ed83-d55e-4e7b-b217-80a40977cdc7","added_by":"auto","created_at":"2025-11-06 15:53:54","extension":"png","order_by":71,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":89272,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineFigure8.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/dbdd83ffd9ee50c74434010a.png"},{"id":95314713,"identity":"a3cfd3ad-a279-4d9d-a871-8bc1ef156490","added_by":"auto","created_at":"2025-11-06 15:53:13","extension":"png","order_by":72,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":224369,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage1.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/8c03831f0468a33af2860936.png"},{"id":95523695,"identity":"3c8781eb-417e-49d5-9bea-db3161e2d6ef","added_by":"auto","created_at":"2025-11-10 10:00:07","extension":"png","order_by":73,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":4499,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage2.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/b8efcae7915c9be82d29e479.png"},{"id":95314916,"identity":"3cd6e28e-cb24-47bf-9c36-b066c7b4928f","added_by":"auto","created_at":"2025-11-06 15:53:30","extension":"png","order_by":74,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":200246,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage3.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/55f146aad79847d42ea2fa2a.png"},{"id":95309819,"identity":"137dd216-7b97-4942-9d53-2819501e4af1","added_by":"auto","created_at":"2025-11-06 15:10:12","extension":"png","order_by":75,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":77542,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage4.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/d6096f344de22dc6c32ec717.png"},{"id":95315095,"identity":"c336d736-d198-423b-87db-86f1ae4078ea","added_by":"auto","created_at":"2025-11-06 15:53:49","extension":"png","order_by":76,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":78733,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/228c86dc4c3ede969ef27a02.png"},{"id":95315072,"identity":"3721455a-5592-4243-a10e-5e0d490f0f24","added_by":"auto","created_at":"2025-11-06 15:53:47","extension":"png","order_by":77,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":99851,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage6.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0112fda286577e070510ac79.png"},{"id":95314602,"identity":"b359fa58-3700-4254-80a3-c357710506f7","added_by":"auto","created_at":"2025-11-06 15:53:05","extension":"png","order_by":78,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":126049,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage7.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/66ed4f68e3e3c459a3554bda.png"},{"id":95314996,"identity":"a85f396c-f62e-4a40-b918-d32f2ac28e19","added_by":"auto","created_at":"2025-11-06 15:53:37","extension":"png","order_by":79,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":98425,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage8.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/0b4d4bef2fb555e832ef9fca.png"},{"id":95309835,"identity":"00998f26-4b26-46f8-8c49-61003951df55","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":80,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":75948,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage9.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/a438395c0c0edac8d738446f.png"},{"id":95309838,"identity":"5dd99dc2-a857-48c8-8c00-3dbaadf300d2","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":81,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":517,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage12.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/407496c8333642a52c6b7044.png"},{"id":95314847,"identity":"61ee8e36-b02c-485a-9c5b-6e4d5603a36a","added_by":"auto","created_at":"2025-11-06 15:53:23","extension":"png","order_by":82,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":517,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage12.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/63a2cd191d7d5f4170975858.png"},{"id":95314745,"identity":"61640186-0bd6-4b1b-8da5-6918b42fc778","added_by":"auto","created_at":"2025-11-06 15:53:17","extension":"png","order_by":83,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1037,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage4.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/d7e44e82bf5276c04a42ad7a.png"},{"id":95315075,"identity":"688e439c-20ec-474c-82b6-1d951b27c0c7","added_by":"auto","created_at":"2025-11-06 15:53:47","extension":"png","order_by":84,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":518,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/560f2afe6e2181636f077a8d.png"},{"id":95315064,"identity":"93e98577-a948-4eb9-9b8a-684d2f735609","added_by":"auto","created_at":"2025-11-06 15:53:46","extension":"png","order_by":85,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":460,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage6.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/80fbf48e8124042f41e76ce7.png"},{"id":95309841,"identity":"59ff2013-e710-46e7-82ae-2e34736ddfc8","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"png","order_by":86,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":518,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/4af55ce643da62ecc71a9ba9.png"},{"id":95314900,"identity":"bbd131cc-dfa9-4e4d-a3ab-8b6d678e2aa4","added_by":"auto","created_at":"2025-11-06 15:53:27","extension":"png","order_by":87,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":1718,"visible":true,"origin":"","legend":"","description":"","filename":"Onlineimage8.png","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/82d364328b3df25b9a77dfbe.png"},{"id":95309839,"identity":"3d3ff0f3-e722-4742-a608-49099dbfeda5","added_by":"auto","created_at":"2025-11-06 15:10:13","extension":"xml","order_by":88,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":121240,"visible":true,"origin":"","legend":"","description":"","filename":"b8d22c2c7da04e01a751aa93d2433d8f1structuring.xml","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/e59a8caad0999b21a3af7da1.xml"},{"id":95309852,"identity":"d904bdd5-f517-4038-b20c-75492cf2545f","added_by":"auto","created_at":"2025-11-06 15:10:14","extension":"html","order_by":89,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":141078,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/2c2351d6a99f5f6ce9bdb308.html"},{"id":100237290,"identity":"6c415986-bc06-4bfc-94e8-b976e88d50b0","added_by":"auto","created_at":"2026-01-14 12:41:28","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1246915,"visible":true,"origin":"","legend":"","description":"","filename":"StudyontheInfluenceMechanismofHumanThermalComfortModelsinPlantCultivationSimulationandMicroclimateRegulation.pdf","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1_covered_af350fd9-5ba8-429e-a1e2-fec61ae88c7c.pdf"},{"id":95314884,"identity":"c5315865-efd5-4889-a637-c8bfe3a70788","added_by":"auto","created_at":"2025-11-06 15:53:26","extension":"xlsx","order_by":0,"title":"","display":"","copyAsset":false,"role":"supplement","size":9959967,"visible":true,"origin":"","legend":"","description":"","filename":"2023.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/38bc5a79a8a5d124b6040d96.xlsx"},{"id":95314774,"identity":"a0c5985f-1ec7-4a5f-9b52-834b85d7af0c","added_by":"auto","created_at":"2025-11-06 15:53:19","extension":"xlsx","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":9960121,"visible":true,"origin":"","legend":"","description":"","filename":"2024.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-7648784/v1/e3f4c2deb4299ecf986f0929.xlsx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Study on the Influence Mechanism of Human Thermal Comfort Models in Plant Cultivation Simulation and Microclimate Regulation","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Plant planting simulation, Microclimate, Organizational decision-making mechanism, human thermal comfort modeling","lastPublishedDoi":"10.21203/rs.3.rs-7648784/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7648784/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eAs the threat of the climate crisis to human survival grows, people are beginning to explore the methodological robustness of scientific approaches in global climate change governance. Taking the characteristic that plants' carbon fixation can reduce the ambient temperature as the starting point, building a virtual digital scene It combines regression analysis to fit the simulated plant scene, thereby improving the microclimate environment and regulating human comfort. The relationship between plant carbon fixation ability and ambient temperature is optimized to optimize the human thermal comfort model, and countermeasures are proposed accordingly. Study results show that the simulated plant scene has the function of improving the microclimate environment and regulating human comfort; the optimized WBGT model can effectively predict human thermal comfort and exhibits a progressive annual decline，which proves that landscape plant planting design is conducive to improving the local microclimate environment.WBGT is suitable for future microclimate change monitoring systems. The result of this study shows that WBGT can be used as an indicator to determine and correct human behavior in responding to the climate crisis, to optimize and predict human comfort, and to provide a response plan for effectively regulating the microclimate environment. It is a recommended approach to improve the top-down organizational decision-making mechanism from the perspective of human beings themselves, and provide new ideas for human response to the global climate crisis.\u003c/p\u003e","manuscriptTitle":"Study on the Influence Mechanism of Human Thermal Comfort Models in Plant Cultivation Simulation and Microclimate Regulation","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-11-06 15:10:06","doi":"10.21203/rs.3.rs-7648784/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"a21f6266-0d31-4917-a194-5a5e3562f9ed","owner":[],"postedDate":"November 6th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2026-01-14T12:40:45+00:00","versionOfRecord":[],"versionCreatedAt":"2025-11-06 15:10:06","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7648784","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7648784","identity":"rs-7648784","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}