A comprehensive analysis of aerosol-induced radiative forcing and regional warming patterns in West Africa | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article A comprehensive analysis of aerosol-induced radiative forcing and regional warming patterns in West Africa Julius A. Akinyoola, A. Oluleye, Imoleayo E. Gbode This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-3853878/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Atmospheric aerosols can cause significant perturbations to the Earth's radiative budget and induce substantial regional climate change. West Africa has experienced substantial warming in recent decades, but the drivers behind this regional warming trend remain uncertain. This study conducts a comprehensive analysis to quantify the aerosol radiative forcings and explore the associated regional warming patterns across West Africa. It further unveils a novel method for assessing aerosol radiative forcing, which takes into account Aerosol Instantaneous Radiative Forcing (Aerosol IRF) and its effects on regional energy balance at the top of the atmosphere and at the earth’s surface. Ten-year Copernicus Atmosphere Monitoring Service (CAMS) reanalysis datasets spanning 2009–2018 were integrated to characterize the spatiotemporal distributions of Aerosol IRF and the impacts on regional climate change. Aerosol-Cloud Interaction at the Top of the Atmosphere shows varying radiative forcings across seasons and regions, ranging from 1.5W/m2 in the Sahel and Sahara Desert to 2.5W/m2 in the Guinea coast during DJF and MAM, suggesting a significant regional warming effect, particularly in the Sahel and Sahara. A reduction value of 1.0 W/m2 during the JJA seasonal period was also observed and this is predominant over Aerosol IRFari of Aerosol-Radiation Interaction. The Longwave spectrum of aerosol IRFari of Aerosol-Radiation Interaction at the surface reveals positive values mostly evident in the Sahel and Sahara Desert regions of West Africa with a minimum value of 0.2W/m2 and maximum value of 0.4W/m2 in some specific locations like Nigeria, Niger, and Chad Republic during DJF and MAM seasonal period indicating warming effects. During JJA, a reduction of -0.5W/m2 suggests cooling effects, predominantly observed over Aerosol-Cloud Interaction at the Surface. A positive correlation between Aerosol IRF and absorption of solar radiation by clouds and atmosphere influences radiative balance at the top of the atmosphere. The low RMSE (0.02) indicates a good fit between Aerosol-Cloud and Aerosol-Radiation Interaction. Conversely, a negative correlation (-0.04) between surface Aerosol IRF and longwave radiation suggests that absorbed shortwave radiation influences emitted longwave radiation. It was also discovered that IRFari of Aerosol-Radiation Interaction can boost regional forcing, which in turn causes warming and probably sets off extreme events in the area. That aerosol IRFaci seasonal variability can be reinforced by IRFari. In West Africa, regional aerosol effects must be taken into account when developing climate policies and initiatives. Reducing anthropogenic aerosol emissions can both ameliorate air pollution improve air quality and also mitigate regional climate impacts. Aerosol Atmosphere Radiative forcing Warming and Mitigation Full Text Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-3853878","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":281820755,"identity":"bc005c5f-f8c8-4cbc-8523-01f223cc8ca4","order_by":0,"name":"Julius A. Akinyoola","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABBUlEQVRIiWNgGAWjYDCCA2wMDA8YGAzYwLwCBjkGBh4itCTAtRgwGBOvhQGqJbGBkBa+422JDxJq7Iz5pHsMH3wwsEvfcPzswQcfGOzkdBuwa5E8c+ywQcKxZDM2mTPGhjMMknM3nMlLNpzBkGxsdgC7FoMb6W0SCWzMNmwSOWbSPAbMuRsOgBgMBxK34dJy/zlQy796mJb6dIPzbwhoucF2TCKx7bAZVMvhBIMbBGyRPJOWbJDYd9yYTSKtGOiX44Yzb7wBewqnX/iOHwMG1Ldqw/kzkjc++FBRLc93PgcoUmEnh0sLEuCAxI0CWKUBQeUgwP4ATMk3EKV6FIyCUTAKRhAAAHITXQH93PjKAAAAAElFTkSuQmCC","orcid":"https://orcid.org/0000-0002-7945-4560","institution":"Ondo State Polytechnic: Rufus Giwa Polytechnic","correspondingAuthor":true,"prefix":"","firstName":"Julius","middleName":"A.","lastName":"Akinyoola","suffix":""},{"id":281820756,"identity":"82e54b87-ba11-4b43-8f60-350fd9840629","order_by":1,"name":"A. Oluleye","email":"","orcid":"","institution":"Federal University of Technology Akure","correspondingAuthor":false,"prefix":"","firstName":"A.","middleName":"","lastName":"Oluleye","suffix":""},{"id":281820757,"identity":"4b0e533e-4796-46fd-9575-27d54b3de97b","order_by":2,"name":"Imoleayo E. Gbode","email":"","orcid":"","institution":"Federal University of Technology Akure","correspondingAuthor":false,"prefix":"","firstName":"Imoleayo","middleName":"E.","lastName":"Gbode","suffix":""}],"badges":[],"createdAt":"2024-01-11 15:05:48","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-3853878/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-3853878/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":55723419,"identity":"3a4988a8-2967-48af-8fbb-7d4a4b9221da","added_by":"auto","created_at":"2024-05-02 09:27:06","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":753498,"visible":true,"origin":"","legend":"","description":"","filename":"Aerosolinducedradiativeforcingmanuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-3853878/v1_covered_e1792784-7aa9-40d8-bbe0-eca4c0b3bb1c.pdf"}],"financialInterests":"","formattedTitle":"A comprehensive analysis of aerosol-induced radiative forcing and regional warming patterns in West Africa","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Aerosol, Atmosphere, Radiative forcing, Warming and Mitigation","lastPublishedDoi":"10.21203/rs.3.rs-3853878/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-3853878/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eAtmospheric aerosols can cause significant perturbations to the Earth's radiative budget and induce substantial regional climate change. West Africa has experienced substantial warming in recent decades, but the drivers behind this regional warming trend remain uncertain. This study conducts a comprehensive analysis to quantify the aerosol radiative forcings and explore the associated regional warming patterns across West Africa. It further unveils a novel method for assessing aerosol radiative forcing, which takes into account Aerosol Instantaneous Radiative Forcing (Aerosol IRF) and its effects on regional energy balance at the top of the atmosphere and at the earth\u0026rsquo;s surface. Ten-year Copernicus Atmosphere Monitoring Service (CAMS) reanalysis datasets spanning 2009\u0026ndash;2018 were integrated to characterize the spatiotemporal distributions of Aerosol IRF and the impacts on regional climate change.\u003c/p\u003e \u003cp\u003eAerosol-Cloud Interaction at the Top of the Atmosphere shows varying radiative forcings across seasons and regions, ranging from 1.5W/m2 in the Sahel and Sahara Desert to 2.5W/m2 in the Guinea coast during DJF and MAM, suggesting a significant regional warming effect, particularly in the Sahel and Sahara. A reduction value of 1.0 W/m2 during the JJA seasonal period was also observed and this is predominant over Aerosol IRFari of Aerosol-Radiation Interaction. The Longwave spectrum of aerosol IRFari of Aerosol-Radiation Interaction at the surface reveals positive values mostly evident in the Sahel and Sahara Desert regions of West Africa with a minimum value of 0.2W/m2 and maximum value of 0.4W/m2 in some specific locations like Nigeria, Niger, and Chad Republic during DJF and MAM seasonal period indicating warming effects. During JJA, a reduction of -0.5W/m2 suggests cooling effects, predominantly observed over Aerosol-Cloud Interaction at the Surface. A positive correlation between Aerosol IRF and absorption of solar radiation by clouds and atmosphere influences radiative balance at the top of the atmosphere. The low RMSE (0.02) indicates a good fit between Aerosol-Cloud and Aerosol-Radiation Interaction. Conversely, a negative correlation (-0.04) between surface Aerosol IRF and longwave radiation suggests that absorbed shortwave radiation influences emitted longwave radiation.\u003c/p\u003e \u003cp\u003eIt was also discovered that IRFari of Aerosol-Radiation Interaction can boost regional forcing, which in turn causes warming and probably sets off extreme events in the area. That aerosol IRFaci seasonal variability can be reinforced by IRFari. In West Africa, regional aerosol effects must be taken into account when developing climate policies and initiatives. Reducing anthropogenic aerosol emissions can both ameliorate air pollution improve air quality and also mitigate regional climate impacts.\u003c/p\u003e","manuscriptTitle":"A comprehensive analysis of aerosol-induced radiative forcing and regional warming patterns in West Africa","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-03-22 13:50:37","doi":"10.21203/rs.3.rs-3853878/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"
[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"c26c1af4-ff6f-4aca-9008-6a547a6d17c5","owner":[],"postedDate":"March 22nd, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2024-05-02T09:18:58+00:00","versionOfRecord":[],"versionCreatedAt":"2024-03-22 13:50:37","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-3853878","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-3853878","identity":"rs-3853878","version":["v1"]},"buildId":"qtupq5eGEP_6zYnWcrvyt","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.