Benchmarking Water saturation Models for the Mishrif Formation with Dean–Stark Ground Truth, southern Iraq

2025 · doi:10.21203/rs.3.rs-7860419/v1
preprint OA: closed
Full text JSON View at publisher

Abstract

Abstract Accurate estimation of water saturation (Sw) is essential for reservoir characterization and calculating hydrocarbons in place. This study delivers the first systematic benchmarking of 81 water‑saturation models for the Mishrif Formation in southern Iraq, integrating Archie‑based (including Indonesian, Double‑Layer, Waxman–Smits, Simandoux, and Borai dual‑water) and data‑driven formulations (including neural‑network and clustering methods) with Dean–Stark ground‑truth calibration. The performance of each model is evaluated by different metrics including mean square error (MSE), concordance correlation coefficient (CCC), Pearson correlation (R) and coefficient of determination (R²). By combining four evaluation metrics (MSE, CCC, R², R) into dual ranking algorithms, the workflow resolves disagreement among individual metrics, ensuring robust model selection. Archie-based Borai‑Dual‑Water‑Linear outperformed all others, while the Self-Organization Map 9 Minimum (SOM-9-MIN) ranked first among data-driven methods.Archie-based models consistently outperformed data-driven counterparts, occupying all top-ten ranks and demonstrating superior accuracy for the Mishrif carbonate reservoir.Uncertainty bounds (|error| ≤ 0.20) confirm reliability for volumetric use. The approach reduces model‑selection ambiguity and can be transferred to shaly carbonate settings worldwide.
Full text 103,818 characters · extracted from preprint-html · click to expand
Benchmarking Water saturation Models for the Mishrif Formation with Dean–Stark Ground Truth, southern Iraq | 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 Article Benchmarking Water saturation Models for the Mishrif Formation with Dean–Stark Ground Truth, southern Iraq Rahman Kareem Alzamili, Hadi Mahdavi Basir, Ali Kadkhodaie, Mehdi Shabani This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7860419/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 13 You are reading this latest preprint version Abstract Accurate estimation of water saturation (Sw) is essential for reservoir characterization and calculating hydrocarbons in place. This study delivers the first systematic benchmarking of 81 water‑saturation models for the Mishrif Formation in southern Iraq, integrating Archie‑based (including Indonesian, Double‑Layer, Waxman–Smits, Simandoux, and Borai dual‑water) and data‑driven formulations (including neural‑network and clustering methods) with Dean–Stark ground‑truth calibration. The performance of each model is evaluated by different metrics including mean square error (MSE), concordance correlation coefficient (CCC), Pearson correlation (R) and coefficient of determination (R²). By combining four evaluation metrics (MSE, CCC, R², R) into dual ranking algorithms, the workflow resolves disagreement among individual metrics, ensuring robust model selection. Archie-based Borai‑Dual‑Water‑Linear outperformed all others, while the Self-Organization Map 9 Minimum (SOM-9-MIN) ranked first among data-driven methods. Archie-based models consistently outperformed data-driven counterparts, occupying all top-ten ranks and demonstrating superior accuracy for the Mishrif carbonate reservoir. Uncertainty bounds (|error| ≤ 0.20) confirm reliability for volumetric use. The approach reduces model‑selection ambiguity and can be transferred to shaly carbonate settings worldwide. Physical sciences/Engineering Earth and environmental sciences/Environmental sciences Physical sciences/Mathematics and computing Earth and environmental sciences/Solid earth sciences Water saturation Archie‑derived models Dean–Stark Neural networks Mishrif Formation Carbonate reservoir Full Text Additional Declarations No competing interests reported. Supplementary Files AppendixA.docx Cite Share Download PDF Status: Under Review Version 1 posted Editorial decision: Revision requested 01 Dec, 2025 Reviews received at journal 18 Nov, 2025 Reviewers agreed at journal 15 Nov, 2025 Reviews received at journal 14 Nov, 2025 Reviews received at journal 12 Nov, 2025 Reviewers agreed at journal 11 Nov, 2025 Reviewers agreed at journal 10 Nov, 2025 Reviewers agreed at journal 10 Nov, 2025 Reviewers invited by journal 10 Nov, 2025 Editor assigned by journal 10 Nov, 2025 Editor invited by journal 04 Nov, 2025 Submission checks completed at journal 03 Nov, 2025 First submitted to journal 29 Oct, 2025 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-7860419","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":546784696,"identity":"1790bd3d-5dfc-4cf5-930d-7690c9aa4954","order_by":0,"name":"Rahman Kareem Alzamili","email":"","orcid":"","institution":"Amirkabir University of Technology","correspondingAuthor":false,"prefix":"","firstName":"Rahman","middleName":"Kareem","lastName":"Alzamili","suffix":""},{"id":546784698,"identity":"9d95783b-6296-4b9a-b7f7-520eb8350c3b","order_by":1,"name":"Hadi Mahdavi Basir","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAwElEQVRIiWNgGAWjYBACAyA+AMRyMAEeorUYMzAwk6AFBBIboFoIA3P24w8PVzBsS++fkX+A4UcNg4x5AwEtlj05BgfPMNzOnXEjmYGx5xgDj8wBQg47kMNwsAGopQGohYG3gYFHgpDDDM4/fwDSki4PsuUvUVpuJBiAtCQYALUwE2WL5Yw3QC0Gtw03nnlscFjmmARhLeb86Y8/NlTclpc7nvjw4ZsaG3uCWqDOg1AHGBiI1DAKRsEoGAWjAD8AAC1dPKJvHv7IAAAAAElFTkSuQmCC","orcid":"","institution":"Amirkabir University of Technology","correspondingAuthor":true,"prefix":"","firstName":"Hadi","middleName":"Mahdavi","lastName":"Basir","suffix":""},{"id":546784699,"identity":"67d57c5e-8805-4577-8b2b-cc9755b1a354","order_by":2,"name":"Ali Kadkhodaie","email":"","orcid":"","institution":"University of Tabriz","correspondingAuthor":false,"prefix":"","firstName":"Ali","middleName":"","lastName":"Kadkhodaie","suffix":""},{"id":546784700,"identity":"139e40e0-f37a-4746-bfb5-6a2674e631ba","order_by":3,"name":"Mehdi Shabani","email":"","orcid":"","institution":"Amirkabir University of Technology","correspondingAuthor":false,"prefix":"","firstName":"Mehdi","middleName":"","lastName":"Shabani","suffix":""}],"badges":[],"createdAt":"2025-10-14 15:53:27","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-7860419/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-7860419/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":96260675,"identity":"75e05c17-ebf8-46d5-bedf-489f3cca73d2","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"docx","order_by":0,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7429930,"visible":true,"origin":"","legend":"","description":"","filename":"AlzamilietalManuscriptScientificReports2.docx","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/779d3c0ea5624a1e150958a2.docx"},{"id":96260353,"identity":"be65a3d7-4f2b-48f4-a657-1b7fa6d682ab","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"json","order_by":1,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":5959,"visible":true,"origin":"","legend":"","description":"","filename":"a862ffad604446769dee9b302825d37a.json","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/8fabd74532c4d73c2d20123d.json"},{"id":96260611,"identity":"2106fc28-3838-4e51-9b22-d7fb01d04d52","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"xml","order_by":2,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":249326,"visible":true,"origin":"","legend":"","description":"","filename":"a862ffad604446769dee9b302825d37a1enriched.xml","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/42575ba707d5b3a0a3c5c1a0.xml"},{"id":96260685,"identity":"272b6b1f-fd83-4d14-b3e5-7b4a0ead6c00","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":3,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":2699130,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage1.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e602afd5d795bcb15d55d914.png"},{"id":96260875,"identity":"8a86df9d-86a7-49f5-b6bb-8c9c3f6fc747","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":4,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28039,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage10.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/347d951b639abe47177b8562.png"},{"id":96260614,"identity":"c355d8d3-4a59-4b03-b2d9-e0276b4992e8","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":5,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26619,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage100.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7023494d947e108e7af22afa.png"},{"id":96260850,"identity":"eec18136-3384-476d-81b5-43fc5d35f8aa","added_by":"auto","created_at":"2025-11-19 07:56:48","extension":"png","order_by":6,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25452,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage101.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b2b84c00c65601adeaa50a97.png"},{"id":96260347,"identity":"974ad4cc-c700-4261-bcea-cfd81af447b9","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":7,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26468,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage102.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7b52de600d21bb60bb0cbe58.png"},{"id":96260531,"identity":"bd62dd2d-70a1-4990-bc0c-fbf5f0bbb65f","added_by":"auto","created_at":"2025-11-19 07:56:34","extension":"png","order_by":8,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26003,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage103.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1454527dd58218a47042bcb3.png"},{"id":96260553,"identity":"fa9b7b96-7525-450a-948e-35ff0cf596cf","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":9,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27065,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage104.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7f00fec9e7326c7ae7b8df52.png"},{"id":96260779,"identity":"b869eb88-2275-43af-8d4c-7f678c3bd9f3","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":10,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":24992,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage105.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7fe92ce8b92f6071847a3c52.png"},{"id":96260692,"identity":"a168e728-20c5-40d3-842d-6fd588af93d8","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":11,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25443,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage106.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9bf2cc74b35347da30f1ad6a.png"},{"id":96260690,"identity":"d8c1c8ea-277b-4748-abd6-e2ff066c4434","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":12,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27678,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage11.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c0cdd2ddf7b864197795b5d5.png"},{"id":96260299,"identity":"783575c9-1c34-407a-afc6-443f321844bf","added_by":"auto","created_at":"2025-11-19 07:56:28","extension":"png","order_by":13,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27705,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage12.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5946d4fc83c9462affb6e411.png"},{"id":96260161,"identity":"c7b3a82b-016c-423a-9ecb-7d3854de3db7","added_by":"auto","created_at":"2025-11-19 07:56:24","extension":"png","order_by":14,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28564,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage13.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0061bd4e35b26c38298f0482.png"},{"id":96260538,"identity":"9b7fd7f4-eb52-4e14-b502-6d70d96e3085","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":15,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27143,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage14.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b2e1cdca32a9dd1b95dc039c.png"},{"id":96362816,"identity":"4f30c344-014d-420a-b2f6-46e099903231","added_by":"auto","created_at":"2025-11-20 09:57:05","extension":"png","order_by":16,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28184,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage15.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/174553563f1fc68a6124a2b3.png"},{"id":96363075,"identity":"eb55e586-c77c-4c25-82c2-71301144dd89","added_by":"auto","created_at":"2025-11-20 10:04:12","extension":"png","order_by":17,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27730,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage16.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/41a325944fdfda7d4fa0c6d9.png"},{"id":96260646,"identity":"f8aa9434-6b85-427c-801a-fb77e43ff779","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":18,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27503,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage17.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0bcbd84a5af42da07996c5f4.png"},{"id":96260335,"identity":"848cb599-c0a0-4955-b369-4714a5a3e46f","added_by":"auto","created_at":"2025-11-19 07:56:29","extension":"png","order_by":19,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27228,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage18.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7f52de1202ce65c8557778e6.png"},{"id":96363160,"identity":"ae8c3d2f-3bc5-4ee9-9c09-c9afd1ce2ef6","added_by":"auto","created_at":"2025-11-20 10:05:04","extension":"png","order_by":20,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27206,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage19.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f3b45a252be3b8e76176a463.png"},{"id":96260879,"identity":"7c0452e9-322c-4055-af43-c4a769e4538b","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":21,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":515513,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage2.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3044cde3734de4316ea1b3ef.png"},{"id":96260463,"identity":"8f3b30a1-df98-4b72-835c-4a07b75432e3","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":22,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27957,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage20.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7be98c233d95111d0d652912.png"},{"id":96260856,"identity":"eac9bf5d-967b-44fe-b219-dac495d719f1","added_by":"auto","created_at":"2025-11-19 07:56:48","extension":"png","order_by":23,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27018,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage21.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f3fdd17ce607666abc7346b8.png"},{"id":96260664,"identity":"c5c19297-a665-4872-8fb0-f76c2942253c","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":24,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27453,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage22.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/553d2cf2badd3c4ae87c8df1.png"},{"id":96362962,"identity":"37caf4d5-0ddc-4f84-b93f-24d2433e2407","added_by":"auto","created_at":"2025-11-20 10:03:17","extension":"png","order_by":25,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28648,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage23.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/eb163fb794b3cf0390295f9a.png"},{"id":96260666,"identity":"36063a89-942b-4c02-9157-b5a71f39979f","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":26,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27795,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage24.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5771119892c8101619dbbc83.png"},{"id":96260900,"identity":"fb8f6347-ecf8-47f7-93f2-e3443b8b41cb","added_by":"auto","created_at":"2025-11-19 07:56:52","extension":"png","order_by":27,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28024,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage25.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/fa449c4f594083a26cc0da88.png"},{"id":96260645,"identity":"2147036f-ec9d-4eb8-9d0c-cfc40e5026bd","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":28,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27897,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage26.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2355f4fd86fbf885a30ea929.png"},{"id":96260478,"identity":"d83dbbbc-1b88-4070-a87b-e0d8382892ce","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":29,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27800,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage27.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4314b00dacadbd69df6db75b.png"},{"id":96363593,"identity":"0aab9194-e5c6-4b5b-ab7b-92b0325868b9","added_by":"auto","created_at":"2025-11-20 10:07:23","extension":"png","order_by":30,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27560,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage28.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/95f37e8d318e0e2388b702d1.png"},{"id":96260547,"identity":"0c9eb939-a136-4189-9d5f-c2ea2b84c8f7","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":31,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27655,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage29.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/97eb1bc8d25c101c87ec1e94.png"},{"id":96260643,"identity":"6513271b-9fd4-491c-a0bd-8b3f3d696d27","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":32,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":72060,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage3.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6d19a3b42e0adb18260b57cb.png"},{"id":96260681,"identity":"b3ed38da-20c4-4e28-bc18-4b67e5657545","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":33,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27479,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage30.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/df9fa96fb83fd5d228f26860.png"},{"id":96260684,"identity":"f72fd277-bbb9-4a3b-9cca-187f20726470","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":34,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28488,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage31.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9404b7e4b700a3efa4287286.png"},{"id":96362758,"identity":"7eb36272-c748-4289-b57f-3c4c4996e78d","added_by":"auto","created_at":"2025-11-20 09:48:06","extension":"png","order_by":35,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28785,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage32.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/50d66cfa4f364f960f0b116d.png"},{"id":96260603,"identity":"e6705cd9-cf64-4d78-86c2-5d0fede4056b","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":36,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":29404,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage33.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0ce1e242fd99612d4d078ec6.png"},{"id":96452781,"identity":"41455fe1-1733-4861-a101-1995ec81afdf","added_by":"auto","created_at":"2025-11-21 09:44:34","extension":"png","order_by":37,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28497,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage34.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/58c1e344285f72632cbab071.png"},{"id":96260217,"identity":"baaf8724-55b9-4d80-95e0-807f10eb8369","added_by":"auto","created_at":"2025-11-19 07:56:26","extension":"png","order_by":38,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":29457,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage35.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e9ce26b739a74619f942743f.png"},{"id":96363225,"identity":"a4c089fe-261d-4c9b-ba2a-a051aaa370e7","added_by":"auto","created_at":"2025-11-20 10:05:36","extension":"png","order_by":39,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28283,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage36.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5e5238a09137f16c6768aee3.png"},{"id":96260882,"identity":"08997cdd-7b74-491c-8305-5e47aea28822","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":40,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28788,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage37.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/09f2d7601130ae2f819fd70f.png"},{"id":96260543,"identity":"8e8d0e6d-5ad2-48e5-b4a7-cac649719af6","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":41,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28563,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage38.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/13d30796cf37864c29041549.png"},{"id":96260871,"identity":"58ca4aa0-dbec-461c-83a6-3b374fde2428","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":42,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27633,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage39.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0b28672604256da2c5739b5b.png"},{"id":96260319,"identity":"c4458fdf-2f6f-41f4-97f6-51b6ef9cafb8","added_by":"auto","created_at":"2025-11-19 07:56:29","extension":"png","order_by":43,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":699078,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage4.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/15c8662b8529970c93a65296.png"},{"id":96260813,"identity":"f59426dc-62d3-4cfa-9d37-588fc06d3b32","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":44,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28993,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage40.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/456e0d7357ff3e4fc556f2ec.png"},{"id":96260574,"identity":"8f1d1018-f9e0-44e1-a3fa-5429d7a8ef51","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":45,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28337,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage41.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/d060472e18cb3afeec5251d6.png"},{"id":96260492,"identity":"6a3ac837-4309-4c0e-9b4a-7706e632e84a","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":46,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":29151,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage42.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/adfaed864ac4b0ec1ec3bb42.png"},{"id":96260671,"identity":"d0711905-120c-450b-8e8a-d946bdf7c4ad","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":47,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":29184,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage43.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/90fb7c5ee228f5e75479da5c.png"},{"id":96260658,"identity":"acf15791-f7ba-4b0a-98ab-c9421504803d","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":48,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28451,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage44.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b0b6072e90489075febcb987.png"},{"id":96260383,"identity":"2eb46238-1e3f-45f1-8589-1616e5b6d3df","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":49,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28873,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage45.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/8e2de35f5f97f0d4ef892f51.png"},{"id":96363484,"identity":"6568a918-25dc-4eb0-a586-b9d994d006ff","added_by":"auto","created_at":"2025-11-20 10:07:07","extension":"png","order_by":50,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28644,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage46.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f79ee38d2ab98974263eb965.png"},{"id":96260442,"identity":"031a54a7-f8c7-4490-b818-47fdca74f777","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":51,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28843,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage47.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c8048b812b4920ea6ff89559.png"},{"id":96363761,"identity":"e1efac54-830e-41b5-addb-5249d143c8f0","added_by":"auto","created_at":"2025-11-20 10:07:58","extension":"png","order_by":52,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27612,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage48.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/edce224c5bbc9314f13e8d50.png"},{"id":96260510,"identity":"66542923-98ce-4f48-8aff-62202ee68cc8","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":53,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28542,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage49.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b360aab8a5e09818c90e7e52.png"},{"id":96363818,"identity":"9944f10a-6e5c-4f79-8e77-904f461f27d3","added_by":"auto","created_at":"2025-11-20 10:08:05","extension":"png","order_by":54,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":187067,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0397e1ce252f09dd8950f083.png"},{"id":96260811,"identity":"775bda2e-5082-45c0-9af5-1abecaee53f7","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":55,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27451,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage50.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1764dd67dbfe264d8665d968.png"},{"id":96260238,"identity":"ba159393-4f74-4ac0-8e29-7492c8454814","added_by":"auto","created_at":"2025-11-19 07:56:26","extension":"png","order_by":56,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28222,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage51.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c5f2edfc866dc103d3a34334.png"},{"id":96260409,"identity":"72f425cd-e81c-4060-a125-268f3e04a63e","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":57,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":20516,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage52.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/00e968c7d7c8544a21e398a1.png"},{"id":96260449,"identity":"8e52a42d-222b-490c-968a-1b7862db1432","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":58,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28424,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage53.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e3434f27adda7a73e8453c42.png"},{"id":96260733,"identity":"c4b342ab-6b32-47f8-8efb-6df9567003b7","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"png","order_by":59,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":22183,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage54.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f86e7d2bab35606595afea11.png"},{"id":96260776,"identity":"e3fadf5e-e44c-488e-8271-bfad40681a44","added_by":"auto","created_at":"2025-11-19 07:56:44","extension":"png","order_by":60,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":23192,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage55.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5c606bd07ff5dfc55ba10454.png"},{"id":96364198,"identity":"c2bc8717-4bbd-4d12-8a7d-e1988db4db6e","added_by":"auto","created_at":"2025-11-20 10:09:01","extension":"png","order_by":61,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25841,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage56.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/d0902f6744a9600f85abbf91.png"},{"id":96363473,"identity":"e16710dc-098f-4b1b-b8d5-72199f4d1ad0","added_by":"auto","created_at":"2025-11-20 10:07:02","extension":"png","order_by":62,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25447,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage57.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/09e7a7381e1142e068c85c66.png"},{"id":96363057,"identity":"137d59ed-ae4e-4264-b73c-f314b21c1530","added_by":"auto","created_at":"2025-11-20 10:04:04","extension":"png","order_by":63,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25872,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage58.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/289f1bd8e38b4cc8efffee58.png"},{"id":96260422,"identity":"2a59bfea-d463-4e63-a3ef-549e71433b06","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":64,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25011,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage59.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7eae22b32106ef978511bf39.png"},{"id":96260474,"identity":"82c49cd0-e175-437b-b33a-4313a9b2c2ce","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":65,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":369621,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage6.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c64ee177d09412c1e7d63604.png"},{"id":96260388,"identity":"cc5ea878-a170-4f36-b818-dd659c22e715","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":66,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28235,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage60.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/240675008984a7226eff14ee.png"},{"id":96363534,"identity":"513421e7-edb4-448d-84e8-4b7c404fa964","added_by":"auto","created_at":"2025-11-20 10:07:15","extension":"png","order_by":67,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":22486,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage61.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/8154b6aa2f6cdb6543883014.png"},{"id":96363207,"identity":"dbfc2d87-344f-4eb1-9d22-93c50ec9c7ad","added_by":"auto","created_at":"2025-11-20 10:05:30","extension":"png","order_by":68,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27835,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage62.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/86a281d9082330bb1482c01a.png"},{"id":96362754,"identity":"0c9e12ef-d63d-45ab-b038-1585e6deab04","added_by":"auto","created_at":"2025-11-20 09:47:50","extension":"png","order_by":69,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28707,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage63.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1e86fa8e9d9c2b8d5e1dbe66.png"},{"id":96260672,"identity":"43686483-7114-47cb-9e95-edd5bba6bd93","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":70,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28091,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage64.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1fdaaa8e942d0f37be78548d.png"},{"id":96260243,"identity":"12bb56e0-858d-44aa-bf4d-7f8fca4e82ba","added_by":"auto","created_at":"2025-11-19 07:56:27","extension":"png","order_by":71,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27975,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage65.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2115a65017e2b45947c94348.png"},{"id":96260534,"identity":"f573c889-9561-48c2-9117-8066f011b192","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":72,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27807,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage66.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5701ac9814e610f73dc554c9.png"},{"id":96363257,"identity":"3e95231e-6675-435d-938d-d690a67c5bef","added_by":"auto","created_at":"2025-11-20 10:05:48","extension":"png","order_by":73,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27261,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage67.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a930402a2d3f8243f8849bcf.png"},{"id":96260578,"identity":"0774815a-5a1b-48b9-b44d-f74bd31aa3a3","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":74,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27458,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage68.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/cc3dd0e65ba01bf6997a5c1f.png"},{"id":96260393,"identity":"45d49801-9a0d-4250-b386-10a1e495b198","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":75,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":24758,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage69.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/220d64207086f9597a3d875b.png"},{"id":96260607,"identity":"12960e23-48f4-4e16-b8f3-11a3452d2757","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"jpeg","order_by":76,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":806141,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage7.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a826a63572ae75d2a1c26d06.jpeg"},{"id":96362947,"identity":"e51bef76-a2d0-4830-b89a-93b3653a5ab5","added_by":"auto","created_at":"2025-11-20 10:03:09","extension":"png","order_by":77,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27208,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage70.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/602c1a01be4e079687dd665d.png"},{"id":96260834,"identity":"0366b701-bfa1-410e-b20d-0d1ba4ec0fd5","added_by":"auto","created_at":"2025-11-19 07:56:46","extension":"png","order_by":78,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28349,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage71.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/74b52304bf9064c97a0690bc.png"},{"id":96260788,"identity":"88817b75-2906-46fd-867d-d93690768ddc","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":79,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":28924,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage72.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3bb95ee88d86553a64b9e664.png"},{"id":96260450,"identity":"9dca4ba4-ec65-4516-8c4b-29e7db94f7db","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":80,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26136,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage73.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/30f3849c73119a14314bf3c9.png"},{"id":96362957,"identity":"23168739-5308-49c3-a9d1-fc656a1caaa8","added_by":"auto","created_at":"2025-11-20 10:03:16","extension":"png","order_by":81,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":24871,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage74.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f2eadfee2124e05fce5a5637.png"},{"id":96260865,"identity":"acc77cde-b6a7-4a1c-a2f7-1a120fb5a28a","added_by":"auto","created_at":"2025-11-19 07:56:49","extension":"png","order_by":82,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25720,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage75.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9445be8851f215c7cfd3b942.png"},{"id":96260592,"identity":"084718d8-c054-4c38-bfbd-3637cb7b7424","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":83,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26322,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage76.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/58299f46badf3674be2a15bc.png"},{"id":96260426,"identity":"dc6fe60d-8a3b-430e-bfde-e78a36a497fe","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":84,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27112,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage77.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c387f0f52372e114ef0f4a2a.png"},{"id":96363223,"identity":"de83ca0b-58f1-4fdc-a808-4ebe235c8346","added_by":"auto","created_at":"2025-11-20 10:05:35","extension":"png","order_by":85,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26904,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage78.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/228c365e4782cca20887dae2.png"},{"id":96363462,"identity":"c656ffce-529c-497e-a6a3-fd9b103d4911","added_by":"auto","created_at":"2025-11-20 10:06:59","extension":"png","order_by":86,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26584,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage79.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/82a67a86af1eeb1854b0f2e4.png"},{"id":96260740,"identity":"fe8a83e7-6872-4ab3-970f-1ab2f98b679a","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"jpeg","order_by":87,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":195742,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage8.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3369ca91c42bb08d0b033a25.jpeg"},{"id":96260501,"identity":"89ca253b-6e02-4dcd-8363-59bf3a349206","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":88,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25178,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage80.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/bba76c766aee8ba8f917a6ed.png"},{"id":96260441,"identity":"2b0789b8-ebb6-4c10-abdf-c965e692ae08","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":89,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25063,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage81.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/921a1bc552cd4e4e55fe7f80.png"},{"id":96260412,"identity":"44aeeae7-7f0f-434e-b66d-a83dd97618ed","added_by":"auto","created_at":"2025-11-19 07:56:31","extension":"png","order_by":90,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26619,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage100.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4d17e3955ed907f9346c2d62.png"},{"id":96260663,"identity":"e8ce93c9-176c-43b1-a089-91fd89308131","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":91,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26575,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage83.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7419a09012f1d759e394ed3e.png"},{"id":96260560,"identity":"7ffb1305-bbd7-4996-a4de-cfd620775492","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":92,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26468,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage102.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f48ecb19076d9bfe1d1b23f9.png"},{"id":96260240,"identity":"7545f94d-f9b1-49b3-9328-32205e371c03","added_by":"auto","created_at":"2025-11-19 07:56:26","extension":"png","order_by":93,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25452,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage101.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b3b76715d1b508449c2df6d3.png"},{"id":96363864,"identity":"3d6f7bbf-3332-4d90-b0ce-8a6f60940ca7","added_by":"auto","created_at":"2025-11-20 10:08:12","extension":"png","order_by":94,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27065,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage104.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/19a979a89217ef0967b47cb2.png"},{"id":96260839,"identity":"fe33b533-7fd1-42cf-b062-2c5e8d7699ea","added_by":"auto","created_at":"2025-11-19 07:56:47","extension":"png","order_by":95,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26003,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage103.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/12558ad2e7ed4c1cb04a0192.png"},{"id":96260648,"identity":"1a886c86-b33d-473f-952d-9da805217cfa","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":96,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25443,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage106.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4c07614693aa7a9ccb50c4b4.png"},{"id":96363169,"identity":"21b4619a-d5e8-481e-b47b-6cc6acee006f","added_by":"auto","created_at":"2025-11-20 10:05:12","extension":"png","order_by":97,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":24992,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage105.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a38e81ca27886e7d0f2215f9.png"},{"id":96260641,"identity":"9f4202b4-890a-490a-b92e-65d6b8478231","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":98,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27491,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage9.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4e2e8e7958e1007a4c83263f.png"},{"id":96363984,"identity":"2371e45b-94ce-4c15-86da-46f99a7cc3eb","added_by":"auto","created_at":"2025-11-20 10:08:39","extension":"png","order_by":99,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26136,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage73.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9bb5813260333dc91f3b4473.png"},{"id":96260551,"identity":"91809d96-93bc-4685-ade5-909688c978d7","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":100,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25720,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage75.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/90c0d99885eb1618f08a9fbe.png"},{"id":96363479,"identity":"90bab87a-6ad3-471d-8b2a-2095be298e67","added_by":"auto","created_at":"2025-11-20 10:07:05","extension":"png","order_by":101,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":24871,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage74.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2b695752a1abfc81881f0e0a.png"},{"id":96260482,"identity":"a217d9cc-eb19-47c9-b010-8f0ce24acf6b","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":102,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":27112,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage77.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0eb198d0ac14de2deadd64de.png"},{"id":96260600,"identity":"d5b27d4a-bc47-44d2-a996-44f8d40d1bb8","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":103,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26322,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage76.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e6c74b0c005099fb5195ca97.png"},{"id":96363244,"identity":"0a0925eb-5efb-4358-af7c-fc59cc0a4462","added_by":"auto","created_at":"2025-11-20 10:05:42","extension":"png","order_by":104,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26584,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage79.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e9699aa3b5c8943d73f91b93.png"},{"id":96260571,"identity":"b2556646-ce21-4966-b9fe-a11af0d1eb38","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":105,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26904,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage78.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/51a89e9b6d125bf35fa41624.png"},{"id":96260590,"identity":"df33e46e-70d5-43cf-996a-1b367d27917a","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":106,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25063,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage81.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a5030c1e539386f9a15b410e.png"},{"id":96260597,"identity":"2c969013-8b3f-40df-8b30-42a4706a7c62","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":107,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":25178,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage80.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4d0c98095b522fdc68625b5a.png"},{"id":96260355,"identity":"19477338-f9bf-4c67-a3e5-bfdd0ffa9082","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":108,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":26575,"visible":true,"origin":"","legend":"","description":"","filename":"floatimage83.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/ccc4460edf5a8a403b999d83.png"},{"id":96260660,"identity":"af9e6116-cccd-48d9-b2cd-1ec1d665865f","added_by":"auto","created_at":"2025-11-19 07:56:39","extension":"png","order_by":109,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":436999,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage1.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5b5c25cb5007d63019a3bb53.png"},{"id":96260700,"identity":"b52c0895-0acf-4a89-96a8-b6a9df922d7e","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":110,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8608,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage10.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/08300c029add8e68ad826b92.png"},{"id":96260505,"identity":"a6ef0f67-3fff-4371-afd0-feac46882c7c","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":111,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8691,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage100.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6ee3b053eaf4f5670e283fbe.png"},{"id":96363190,"identity":"a9e63e0f-ab1e-4cb7-b8ad-4c57b175b1b2","added_by":"auto","created_at":"2025-11-20 10:05:22","extension":"png","order_by":112,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7856,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage101.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/fbd7e9ef270e71618930307e.png"},{"id":96363233,"identity":"8093cf07-174e-4b6a-8e04-a3aefd6e2fb6","added_by":"auto","created_at":"2025-11-20 10:05:40","extension":"png","order_by":113,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8204,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage102.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/d951369319d9895f37419a40.png"},{"id":96260713,"identity":"2c6ec283-cbda-4d77-a10f-926e6db2f55d","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":114,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8003,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage103.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/82c8eb87b60e8178697363c8.png"},{"id":96260254,"identity":"54a1ecbd-7d19-4509-be85-e969619b55d3","added_by":"auto","created_at":"2025-11-19 07:56:27","extension":"png","order_by":115,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7965,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage104.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/32d940502dd957a69c6faf22.png"},{"id":96363471,"identity":"ab8c6297-5d42-42a9-a68e-c85552b672de","added_by":"auto","created_at":"2025-11-20 10:07:02","extension":"png","order_by":116,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7835,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage105.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/d093a758773f92188c11f182.png"},{"id":96363269,"identity":"e43a77cd-5864-4fd9-b84e-e428c89ad740","added_by":"auto","created_at":"2025-11-20 10:05:53","extension":"png","order_by":117,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7914,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage106.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3e3f90a18e167ab02445f733.png"},{"id":96260698,"identity":"ffd3f19e-616c-4a65-bd02-fc407a1aefa8","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":118,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8465,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage11.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/279df44621ea0ad3aa1d6223.png"},{"id":96260556,"identity":"693cfd50-615e-4ad0-b77b-b6ab5859f187","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"png","order_by":119,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8715,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage12.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/dab7ed2172ab4abd62c62c3c.png"},{"id":96363063,"identity":"352c08c4-97ee-4de0-aa65-aec4a9e1cb79","added_by":"auto","created_at":"2025-11-20 10:04:09","extension":"png","order_by":120,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8724,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage13.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f47db35ddfb7c6f037f24a2a.png"},{"id":96260806,"identity":"a933d4d3-366c-4432-88ae-b1d703e554af","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":121,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8839,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage14.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/dca671206c224aa78dd1662b.png"},{"id":96363453,"identity":"6c7a737c-fb98-4203-88ff-bba9a7a2ffcf","added_by":"auto","created_at":"2025-11-20 10:06:57","extension":"png","order_by":122,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8654,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage15.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6917fbf7ecc264a65002e943.png"},{"id":96260874,"identity":"3a148c5e-0412-4e1f-9e71-fdbe5714e609","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":123,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8974,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage16.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/20441c2220a7784d639611d2.png"},{"id":96260378,"identity":"25275f5d-2bf0-479d-b13a-51fea05da76f","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":124,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8963,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage17.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/58950c8a60d5fa9a39d50eaa.png"},{"id":96362964,"identity":"2f6667ae-83a7-442c-abaa-7e5559f3cc67","added_by":"auto","created_at":"2025-11-20 10:03:18","extension":"png","order_by":125,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8990,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage18.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7a172f81e174abd51d544d53.png"},{"id":96363168,"identity":"e694cc8d-1ed7-48b2-a6be-38c0958ae1a2","added_by":"auto","created_at":"2025-11-20 10:05:12","extension":"png","order_by":126,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8891,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage19.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/dc103e6a71923d0cdf644735.png"},{"id":96362990,"identity":"ddc57227-065b-4fe9-be1a-12982f135bff","added_by":"auto","created_at":"2025-11-20 10:03:33","extension":"png","order_by":127,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":80186,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage2.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/37d437a3204a11dd8cb22660.png"},{"id":96260724,"identity":"e472ff5e-21f6-4c6c-91d1-078079406e99","added_by":"auto","created_at":"2025-11-19 07:56:42","extension":"png","order_by":128,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8707,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage20.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6244e89cae8e62d13e3853f8.png"},{"id":96260708,"identity":"75c0d77e-9ff2-4390-a79c-80bd3520954a","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":129,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8862,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage21.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4a33e20bea86d0de1a54fcfb.png"},{"id":96260352,"identity":"b5864b2c-26d5-4ad5-9d22-714a8072bbf6","added_by":"auto","created_at":"2025-11-19 07:56:30","extension":"png","order_by":130,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9024,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage22.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7336797871bbaa0afcf94307.png"},{"id":96260842,"identity":"131dfd45-b7eb-451f-bded-b0a1660e02ba","added_by":"auto","created_at":"2025-11-19 07:56:47","extension":"png","order_by":131,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8759,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage23.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/737ad93d02a96e0e117d2f1f.png"},{"id":96260451,"identity":"19484156-dd02-4346-bb4a-e4ee17017b39","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":132,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9003,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage24.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e588432ae794b78259bdd53d.png"},{"id":96260273,"identity":"e6f45d81-8bd4-4fff-8968-169ffa55291f","added_by":"auto","created_at":"2025-11-19 07:56:27","extension":"png","order_by":133,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9068,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage25.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/da87f0e3d41327199d4ec879.png"},{"id":96260594,"identity":"e313ba1e-a416-4fba-8cfe-c0eb0a8d73e9","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":134,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8966,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage26.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b5d8353a6e52cc04dc058c04.png"},{"id":96363062,"identity":"0328d75f-f07d-4c16-9407-30f5a1303a49","added_by":"auto","created_at":"2025-11-20 10:04:08","extension":"png","order_by":135,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8927,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage27.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7d596b7db2f17afcfc8681a7.png"},{"id":96260265,"identity":"b1065b95-9799-4d2b-bf9b-aea18ab44234","added_by":"auto","created_at":"2025-11-19 07:56:27","extension":"png","order_by":136,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8793,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage28.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7c87b5cfe6be8bde9c0b7f99.png"},{"id":96362844,"identity":"de383f8c-93a4-4059-96aa-abaa12b096fe","added_by":"auto","created_at":"2025-11-20 10:01:39","extension":"png","order_by":137,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8984,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage29.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/184098c774ffcc9ba2c96755.png"},{"id":96260516,"identity":"ad3c054b-090c-44b6-a57f-cd17a39a65c5","added_by":"auto","created_at":"2025-11-19 07:56:34","extension":"png","order_by":138,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":23709,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage3.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4a674b9116ac08f91143d8d9.png"},{"id":96260687,"identity":"058e0cd3-b226-49e9-872f-e1a405983029","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":139,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8929,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage30.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a17de86a19b9fe82795933ca.png"},{"id":96260598,"identity":"bc305d81-c4a8-49ce-92fd-edf3f86aabdf","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":140,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8748,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage31.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5ef6fa2781607f13439a9f28.png"},{"id":96260642,"identity":"f7385c5d-eda5-4014-8e9b-c4cc1fbe7ec9","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":141,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9002,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage32.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1abfaeeb5bcb9bcc487d08c0.png"},{"id":96260526,"identity":"7baea186-2aac-49f0-9670-fae64ebc2691","added_by":"auto","created_at":"2025-11-19 07:56:34","extension":"png","order_by":142,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8795,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage33.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a4040b4710e086794c1523f1.png"},{"id":96260845,"identity":"83f23cc6-dbbb-4f47-8a0a-6b3b0941f344","added_by":"auto","created_at":"2025-11-19 07:56:48","extension":"png","order_by":143,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9034,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage34.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e98d367012fd911622f60c63.png"},{"id":96363332,"identity":"8d2cbdff-d168-48dc-8b31-a9a0a362a620","added_by":"auto","created_at":"2025-11-20 10:06:18","extension":"png","order_by":144,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9020,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage35.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e4e9575b1496f449ae6135f0.png"},{"id":96363641,"identity":"6a4a9c5e-fab5-48bf-bf39-998e72e7e6d0","added_by":"auto","created_at":"2025-11-20 10:07:37","extension":"png","order_by":145,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8873,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage36.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/1b26707e7cca960456e98875.png"},{"id":96260468,"identity":"7073d948-0f16-4562-80ed-db3125cef3a4","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":146,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9175,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage37.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b9714a6719327533407529e6.png"},{"id":96260712,"identity":"d8069585-c6e5-4ecd-a2cf-0bb574210e3a","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":147,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8974,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage38.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c5feaee7ebc3cc862a99f3e7.png"},{"id":96362923,"identity":"73927b4f-8113-4562-9142-ef44004be4e5","added_by":"auto","created_at":"2025-11-20 10:02:56","extension":"png","order_by":148,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9016,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage39.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/26f8cb54faf432c0544b156c.png"},{"id":96260718,"identity":"c8092305-0787-44b0-b9e6-a592bcc4b796","added_by":"auto","created_at":"2025-11-19 07:56:42","extension":"png","order_by":149,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":118161,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage4.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/8747d145310570e63de01821.png"},{"id":96260695,"identity":"ff6f9dd2-a159-4383-b4e6-f6ecf9a8f793","added_by":"auto","created_at":"2025-11-19 07:56:40","extension":"png","order_by":150,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8985,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage40.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/dabebac45eea552d9bf98af5.png"},{"id":96363074,"identity":"2c1e5680-be62-47c5-8025-e0542fc741e6","added_by":"auto","created_at":"2025-11-20 10:04:12","extension":"png","order_by":151,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9038,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage41.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/a66657c7f2ddc02081b304b6.png"},{"id":96363713,"identity":"49bfd5a1-24b2-4864-95b2-d6833b47bef4","added_by":"auto","created_at":"2025-11-20 10:07:47","extension":"png","order_by":152,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8901,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage42.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/339d615281c20346f71eb549.png"},{"id":96363167,"identity":"41e5dc61-111c-4e95-8917-1aafd00e463e","added_by":"auto","created_at":"2025-11-20 10:05:12","extension":"png","order_by":153,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9038,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage43.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/45be891766cf42cefee4af79.png"},{"id":96260730,"identity":"7902486a-fe04-45d3-a158-4d4b3bd3db26","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"png","order_by":154,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8895,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage44.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f03cabe3453f9f72be406a09.png"},{"id":96260652,"identity":"09dc4665-4bdc-4174-a465-a3a858bafc8e","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":155,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9063,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage45.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4800424f35c6e29455b3de3b.png"},{"id":96260586,"identity":"1adaac8f-e5f1-47ca-845f-2b028d6a72f5","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":156,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8889,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage46.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0ba26e2dbfc57f477f77ddb9.png"},{"id":96363098,"identity":"017d134a-6d7f-47d1-a22c-a8d3a655815f","added_by":"auto","created_at":"2025-11-20 10:04:28","extension":"png","order_by":157,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8892,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage47.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2e5194dd15a7b2b1f8896d25.png"},{"id":96260715,"identity":"9761da77-bed1-4004-bbdf-285a325fad8b","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":158,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8762,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage48.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5442db11bd7e85c31ee3b913.png"},{"id":96260307,"identity":"c5950227-7e9d-4116-87e5-3e0ef553290f","added_by":"auto","created_at":"2025-11-19 07:56:29","extension":"png","order_by":159,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":9024,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage49.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/51da1fab2489b5baab7e447d.png"},{"id":96260651,"identity":"c3ad8f97-43c7-42bb-9214-06bfe010d7b5","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":160,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":30215,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/ba55985796d3f142a5301d39.png"},{"id":96260283,"identity":"db85b768-c42f-4cd9-ad26-2e58877c4934","added_by":"auto","created_at":"2025-11-19 07:56:28","extension":"png","order_by":161,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8769,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage50.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6854a61cc8b3df3a54d45bb0.png"},{"id":96260772,"identity":"3d2e1f65-1f71-47fc-b679-13e0905d167d","added_by":"auto","created_at":"2025-11-19 07:56:44","extension":"png","order_by":162,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8774,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage51.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9ca30b9086158be0b13f8ea2.png"},{"id":96260496,"identity":"5031adc9-ba0f-4d0b-b4a5-4ed595a94798","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":163,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":6880,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage52.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/b0caeb9afb63651b7aec00df.png"},{"id":96260859,"identity":"8b1f843a-f266-4541-8504-db1741891a58","added_by":"auto","created_at":"2025-11-19 07:56:48","extension":"png","order_by":164,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8778,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage53.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/92a5530b85eedd1772449020.png"},{"id":96363693,"identity":"585e3c55-3838-4850-9dc7-3761a56c2eb4","added_by":"auto","created_at":"2025-11-20 10:07:45","extension":"png","order_by":165,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7303,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage54.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/dcfe4cda3a18bb32d8325c85.png"},{"id":96363591,"identity":"2f907a95-bcb8-4796-a3f3-04e510db8d1a","added_by":"auto","created_at":"2025-11-20 10:07:23","extension":"png","order_by":166,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7500,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage55.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6ca5991f811dd640b7292f28.png"},{"id":96260295,"identity":"89fffe2b-2019-4a2d-bf15-d8f2402f22df","added_by":"auto","created_at":"2025-11-19 07:56:28","extension":"png","order_by":167,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8415,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage56.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/488d0672dd5509226b76467f.png"},{"id":96363283,"identity":"5388b816-a8b1-4fb9-89d5-2a84d589f701","added_by":"auto","created_at":"2025-11-20 10:06:00","extension":"png","order_by":168,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8192,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage57.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/31600d46258b929b3d0b9501.png"},{"id":96260777,"identity":"7865179a-04a9-4b7c-a52e-799e7e5458b3","added_by":"auto","created_at":"2025-11-19 07:56:44","extension":"png","order_by":169,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8416,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage58.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/ccf64360e08728af9f6c9011.png"},{"id":96260773,"identity":"cd8b8ceb-8961-4d27-b1a2-070740c2a382","added_by":"auto","created_at":"2025-11-19 07:56:44","extension":"png","order_by":170,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8028,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage59.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3aebbebf2f6598ff145c7fd6.png"},{"id":96260523,"identity":"9fe59ac2-f3f5-4d97-9751-261ce744f497","added_by":"auto","created_at":"2025-11-19 07:56:34","extension":"png","order_by":171,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":54043,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage6.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5e2d914db8561211b1a3187d.png"},{"id":96260466,"identity":"66d5cd32-b540-4efd-82f2-69ed3d0f3953","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":172,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8591,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage60.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5cad16771cb382c588baf2aa.png"},{"id":96362977,"identity":"28141b63-0080-4e0e-810f-348f0ecee11f","added_by":"auto","created_at":"2025-11-20 10:03:25","extension":"png","order_by":173,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7406,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage61.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c1b2dba6208c93591e636c5d.png"},{"id":96260583,"identity":"fd8c84b5-65b3-4ee0-8189-551a5a194a77","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":174,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8915,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage62.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/6cf255fb1fca10288196af55.png"},{"id":96260653,"identity":"ce403a40-8e1f-4e2b-9256-e4e9c66f75eb","added_by":"auto","created_at":"2025-11-19 07:56:38","extension":"png","order_by":175,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8614,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage63.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2ce6a4671a374a3b947a8d75.png"},{"id":96362834,"identity":"7fe79828-f9eb-4735-86b6-8964f7b10949","added_by":"auto","created_at":"2025-11-20 10:01:33","extension":"png","order_by":176,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8810,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage64.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/8d7c308bd79ede3526aeb72f.png"},{"id":96363011,"identity":"591a48f7-012f-40b7-8b7b-03bfc00b0c4b","added_by":"auto","created_at":"2025-11-20 10:03:39","extension":"png","order_by":177,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8967,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage65.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3af82d2db627769530301f5a.png"},{"id":96363440,"identity":"3fba1152-5abb-41a9-ad69-fd46e41bab2a","added_by":"auto","created_at":"2025-11-20 10:06:53","extension":"png","order_by":178,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8848,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage66.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/da9d1cb5f59e292c89e72a2c.png"},{"id":96363465,"identity":"100b1bfe-9548-46fc-a438-0550ba0e8f50","added_by":"auto","created_at":"2025-11-20 10:06:59","extension":"png","order_by":179,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8732,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage67.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/f2eaa89c713d6ec700821f1b.png"},{"id":96260260,"identity":"001f8fc0-adbb-4615-aef6-72d483ca33bc","added_by":"auto","created_at":"2025-11-19 07:56:27","extension":"png","order_by":180,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8894,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage68.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/54810f6f157cbfdd2865aae8.png"},{"id":96363411,"identity":"98c57340-312d-4bc2-9f9c-d9ee133cccd4","added_by":"auto","created_at":"2025-11-20 10:06:42","extension":"png","order_by":181,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8285,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage69.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/654c5f648efba9001d467da1.png"},{"id":96260589,"identity":"daee0a70-3bc4-4b27-aa60-563cc25e9d84","added_by":"auto","created_at":"2025-11-19 07:56:36","extension":"png","order_by":182,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":104050,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage7.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5ee1c9ac4be04269d7b57fef.png"},{"id":96363196,"identity":"1b062790-ee15-477a-aef5-7c46a36112af","added_by":"auto","created_at":"2025-11-20 10:05:25","extension":"png","order_by":183,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8874,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage70.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/bda6f97b4175d4f0e06919a5.png"},{"id":96260883,"identity":"a52c04e6-f817-42d9-a596-d348bd1c4cc0","added_by":"auto","created_at":"2025-11-19 07:56:50","extension":"png","order_by":184,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8817,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage71.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/2905a81aab29a258dab17122.png"},{"id":96260453,"identity":"edd97241-9e9a-45d4-b7b3-ed390c19f1ef","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":185,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8659,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage72.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/714ecda086f4e65fc9f43115.png"},{"id":96260734,"identity":"44cad9ea-b0bb-43de-b03e-03a222d14f25","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"png","order_by":186,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8200,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage73.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/40300a2abc35a73c167ce4ba.png"},{"id":96260862,"identity":"673b2b55-1c58-49e6-870f-a997172d9176","added_by":"auto","created_at":"2025-11-19 07:56:49","extension":"png","order_by":187,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8027,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage74.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4f1469d43fbe69ea13dd99d3.png"},{"id":96363456,"identity":"2290b4c8-450e-4793-9349-00502107a3eb","added_by":"auto","created_at":"2025-11-20 10:06:59","extension":"png","order_by":188,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8185,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage75.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/fb70aac6faf4197fabbadf98.png"},{"id":96260893,"identity":"3e5f751e-8cf0-485d-814e-dd3190185caf","added_by":"auto","created_at":"2025-11-19 07:56:51","extension":"png","order_by":189,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8624,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage76.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4ac6656c786848103e2f1472.png"},{"id":96260706,"identity":"9342b54d-5775-4e1d-9026-b25bb5ee96d2","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":190,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8768,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage77.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/01897c437a3772de640180ba.png"},{"id":96260471,"identity":"3b3b62e7-63a6-4fab-992a-06d86f572cc8","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":191,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8403,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage78.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/09864d867d2cb2c26badd2fb.png"},{"id":96363563,"identity":"9fbd7a7c-5351-47f6-8716-01460be7dede","added_by":"auto","created_at":"2025-11-20 10:07:20","extension":"png","order_by":192,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8275,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage79.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/13f16ebec2a5d58168896452.png"},{"id":96363467,"identity":"b47aa5c9-8f37-42c8-af34-1523c0d11c36","added_by":"auto","created_at":"2025-11-20 10:06:59","extension":"png","order_by":193,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":33001,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage8.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/37c335896b72fd9b7e4b05b5.png"},{"id":96260500,"identity":"a2381385-f35a-40f3-a4f4-4394ec8cd169","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":194,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8082,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage80.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/30c64a153065ccc79fe83aaf.png"},{"id":96364000,"identity":"6903a5f2-2e53-4ef0-b01f-e98e6dcc3536","added_by":"auto","created_at":"2025-11-20 10:08:45","extension":"png","order_by":195,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8058,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage81.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5f7269100b90d5e34abf817f.png"},{"id":96260904,"identity":"939ef281-7a35-462c-bbcb-347f95a9f3e6","added_by":"auto","created_at":"2025-11-19 07:56:54","extension":"png","order_by":196,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8691,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage100.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0cbd016f6c030898bab5bf9c.png"},{"id":96260617,"identity":"0e0bdc23-20b1-47f4-9e30-4ac8f2179e60","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":197,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8636,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage83.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4a262968f96780744e03c735.png"},{"id":96363188,"identity":"f80d195f-1115-4619-9cc0-eaf2893ff029","added_by":"auto","created_at":"2025-11-20 10:05:21","extension":"png","order_by":198,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8204,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage102.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/9b11db4e52b8096c2ec3aa07.png"},{"id":96260487,"identity":"44564856-5045-4d95-8d8e-8434b85ceec7","added_by":"auto","created_at":"2025-11-19 07:56:33","extension":"png","order_by":199,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7856,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage101.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/0029d052bb4912abeb46ea6e.png"},{"id":96260731,"identity":"ee13876e-ce85-4d41-999e-7aa0bce14040","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"png","order_by":200,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7965,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage104.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7565b8a7337d9bb105c273ac.png"},{"id":96260717,"identity":"fc30dcc5-ac82-4f02-97c7-c8d0d320efab","added_by":"auto","created_at":"2025-11-19 07:56:41","extension":"png","order_by":201,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8003,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage103.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/50cae8e4f0198d1643edbfcd.png"},{"id":96260475,"identity":"74aac4e1-f661-4bbb-a407-33a9aaeca511","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":202,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7914,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage106.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/55d47eb5db7a878176da994b.png"},{"id":96260605,"identity":"ed010348-52ce-401e-ac65-064e2e848988","added_by":"auto","created_at":"2025-11-19 07:56:37","extension":"png","order_by":203,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":7835,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage105.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/3053bee06f4bd5052ded06cd.png"},{"id":96260919,"identity":"1cdaa455-acb3-40c6-bbe8-e6c2bff2b6db","added_by":"auto","created_at":"2025-11-19 07:56:55","extension":"png","order_by":204,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8545,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage9.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/24c5741e488297b4e754d27a.png"},{"id":96260725,"identity":"f8020430-6c48-4479-aabf-563b08e283c7","added_by":"auto","created_at":"2025-11-19 07:56:42","extension":"png","order_by":205,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8200,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage73.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/d156359a36ebf27b5ee330bc.png"},{"id":96260915,"identity":"d55cd98c-8730-4be1-a417-7b624422dbaf","added_by":"auto","created_at":"2025-11-19 07:56:55","extension":"png","order_by":206,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8185,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage75.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/e1734ef9fbb947e7d0bb3da0.png"},{"id":96260855,"identity":"48b956b8-5f46-46c2-9c26-e57c345e4d94","added_by":"auto","created_at":"2025-11-19 07:56:48","extension":"png","order_by":207,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8027,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage74.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7f22b22025b0267bc7dc9bb6.png"},{"id":96363274,"identity":"75e6a783-aa30-4bf8-a4ce-7a50dd91a154","added_by":"auto","created_at":"2025-11-20 10:05:56","extension":"png","order_by":208,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8768,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage77.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/095723b56768d37d233f3122.png"},{"id":96363649,"identity":"612467bc-6ffa-445b-8db6-c4b059f23c68","added_by":"auto","created_at":"2025-11-20 10:07:38","extension":"png","order_by":209,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8624,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage76.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/999b586509ca8415a5367f4e.png"},{"id":96260809,"identity":"78d51600-75b4-40c9-93a6-725adee28fd8","added_by":"auto","created_at":"2025-11-19 07:56:45","extension":"png","order_by":210,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8275,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage79.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5c5082956b9505f38b1fa920.png"},{"id":96363345,"identity":"59564921-65a9-4d98-8a41-353e4514cd22","added_by":"auto","created_at":"2025-11-20 10:06:20","extension":"png","order_by":211,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8403,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage78.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5bd317a9e14e2bf6dc659fb0.png"},{"id":96260863,"identity":"faf6a667-54cf-4da3-9956-ab967a62b7c5","added_by":"auto","created_at":"2025-11-19 07:56:49","extension":"png","order_by":212,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8058,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage81.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5cfcee5923a03cbc808ecd52.png"},{"id":96260737,"identity":"d55a940d-81c0-429b-8561-e4c0947edc0e","added_by":"auto","created_at":"2025-11-19 07:56:43","extension":"png","order_by":213,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8082,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage80.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/c3cb4ccdb2b829c4d85189d3.png"},{"id":96260456,"identity":"9774ecd7-0439-4c79-85c7-04c560ff7135","added_by":"auto","created_at":"2025-11-19 07:56:32","extension":"png","order_by":214,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":8636,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage83.png","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/4275a897dc21408fc756ea6f.png"},{"id":96363416,"identity":"1ac95187-6f9c-4bbc-87bc-aba94b94824d","added_by":"auto","created_at":"2025-11-20 10:06:44","extension":"xml","order_by":215,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":254925,"visible":true,"origin":"","legend":"","description":"","filename":"a862ffad604446769dee9b302825d37a1structuring.xml","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/7d6a175189eb554a05654388.xml"},{"id":96260564,"identity":"d35fc421-8b84-48f6-bb70-4dbdf82b35a3","added_by":"auto","created_at":"2025-11-19 07:56:35","extension":"html","order_by":216,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":260782,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/5f07e7879bdc2a70abcd9cfd.html"},{"id":96456371,"identity":"c3a92af0-9f3c-4481-8027-de7af0ea6942","added_by":"auto","created_at":"2025-11-21 10:07:05","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":2727931,"visible":true,"origin":"","legend":"","description":"","filename":"AlzamilietalManuscriptScientificReports2.pdf","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1_covered_02453f93-4896-4c38-a0f7-3d5a1741e4e7.pdf"},{"id":96260898,"identity":"cba6ad9c-e5a9-42ee-a879-445283d0f57f","added_by":"auto","created_at":"2025-11-19 07:56:51","extension":"docx","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":2242894,"visible":true,"origin":"","legend":"","description":"","filename":"AppendixA.docx","url":"https://assets-eu.researchsquare.com/files/rs-7860419/v1/ccd75ee4ebab2176b0dc5b32.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Benchmarking Water saturation Models for the Mishrif Formation with Dean–Stark Ground Truth, southern Iraq","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"scientific-reports","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"scirep","sideBox":"Learn more about [Scientific Reports](http://www.nature.com/srep/)","snPcode":"","submissionUrl":"","title":"Scientific Reports","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Scientific Reports","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"Water saturation, Archie‑derived models, Dean–Stark, Neural networks, Mishrif Formation, Carbonate reservoir","lastPublishedDoi":"10.21203/rs.3.rs-7860419/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7860419/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eAccurate estimation of water saturation (Sw) is essential for reservoir characterization and calculating hydrocarbons in place. This study delivers the first systematic benchmarking of 81 water‑saturation models for the Mishrif Formation in southern Iraq, integrating Archie‑based (including Indonesian, Double‑Layer, Waxman\u0026ndash;Smits, Simandoux, and Borai dual‑water) and data‑driven formulations (including neural‑network and clustering methods) with Dean\u0026ndash;Stark ground‑truth calibration. The performance of each model is evaluated by different metrics including mean square error (MSE), concordance correlation coefficient (CCC), Pearson correlation (R) and coefficient of determination (R\u0026sup2;). By combining four evaluation metrics (MSE, CCC, R\u0026sup2;, R) into dual ranking algorithms, the workflow resolves disagreement among individual metrics, ensuring robust model selection. Archie-based Borai‑Dual‑Water‑Linear outperformed all others, while the Self-Organization Map 9 Minimum (SOM-9-MIN) ranked first among data-driven methods.\u003c/p\u003e\u003cp\u003eArchie-based models consistently outperformed data-driven counterparts, occupying all top-ten ranks and demonstrating superior accuracy for the Mishrif carbonate reservoir.\u003c/p\u003e\u003cp\u003eUncertainty bounds (|error| \u0026le; 0.20) confirm reliability for volumetric use. The approach reduces model‑selection ambiguity and can be transferred to shaly carbonate settings worldwide.\u003c/p\u003e","manuscriptTitle":"Benchmarking Water saturation Models for the Mishrif Formation with Dean–Stark Ground Truth, southern Iraq","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-11-19 07:45:24","doi":"10.21203/rs.3.rs-7860419/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2025-12-01T07:52:05+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2025-11-18T08:21:53+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"169619468638305132329963438668894537655","date":"2025-11-15T07:39:16+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2025-11-14T16:50:32+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2025-11-12T13:08:54+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"56277657410535287469455190829878973357","date":"2025-11-11T10:37:55+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"129194994544503423947325255918541986275","date":"2025-11-10T10:34:48+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"283668102866401371089567606338718469346","date":"2025-11-10T08:03:13+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2025-11-10T07:27:12+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2025-11-10T07:03:26+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2025-11-04T10:58:06+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2025-11-03T11:08:40+00:00","index":"","fulltext":""},{"type":"submitted","content":"Scientific Reports","date":"2025-10-29T11:42:11+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"scientific-reports","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"scirep","sideBox":"Learn more about [Scientific Reports](http://www.nature.com/srep/)","snPcode":"","submissionUrl":"","title":"Scientific Reports","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Scientific Reports","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"ee39b2fe-da1d-4163-bd7b-7d00204349f8","owner":[],"postedDate":"November 19th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[{"id":58167102,"name":"Physical sciences/Engineering"},{"id":58167103,"name":"Earth and environmental sciences/Environmental sciences"},{"id":58167104,"name":"Physical sciences/Mathematics and computing"},{"id":58167105,"name":"Earth and environmental sciences/Solid earth sciences"}],"tags":[],"updatedAt":"2026-05-22T05:08:50+00:00","versionOfRecord":[],"versionCreatedAt":"2025-11-19 07:45:24","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7860419","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7860419","identity":"rs-7860419","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

⚙ Ask this paper AI returns verbatim quotes from the full text · source: preprint-html ⓘ

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00