ArticleAtmospheric research2026
Enhancing 5-Day Particulate Matter (PM10) Forecasts in Morocco Using U-Net: A Deep Learning Approach.
Anass Houdou, Kenza Khomsi, Luca Delle Monache, Weiming Hu, Saber Boutayeb, Lahcen Belyamani, Fayez Abdulla, Imad El Badisy, Wael K Al-Delaimy, Mohamed Khalis
Abstract read
In one paragraphArticle in Atmospheric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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What it found
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2 · The registryThe trial behind it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
10 authors.
Anass HoudouMohammed VI International School of Public Health, Mohammed VI University of Sciences and Health, Casablanca, Morocco.ORCID 0009-0006-0682-4600 Kenza KhomsiMohammed VI University of Sciences and Health, Casablanca, Morocco.
Luca Delle MonacheCenter for Western Weather and Water Extremes, Scripps Institution of Oceanography, University of California San Diego, San Diego, USA.
Weiming HuDepartment of Geography, University of Georgia, USA.
Saber BoutayebDepartment of Public Health and Clinical Research, Mohammed VI Center for Research and Innovation, Rabat, Morocco.
Lahcen BelyamaniDepartment of Public Health and Clinical Research, Mohammed VI Center for Research and Innovation, Rabat, Morocco.
Fayez AbdullaCivil Engineering Department, Jordan University of Science and Technology, Irbid 22120, Jordan.
Imad El BadisyDepartment of Public Health and Clinical Research, Mohammed VI Center for Research and Innovation, Rabat, Morocco.
Wael K Al-DelaimySchool of Public Health, University of California San Diego, La Jolla, CA 92093-0628, San Diego, USA.
Mohamed KhalisMohammed VI International School of Public Health, Mohammed VI University of Sciences and Health, Casablanca, Morocco.
Funding
2/2 GeoHealth Hub on Environmental Exposure and Health in the Arab Region-U.SU2RTW012228 · FIC · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WAEL K AL-DELAIMY · 2022 to 2026
$1.7MThe GeoHealth Hub on Environmental Exposure and Health in the Arab regionU01TW012237 · FIC · JORDAN UNIVERSITY/SCIENCE & TECHNOLOGY · PI WAEL K AL-DELAIMY, Fayez Ahmad Abdulla · 2022 to 2026
$1.4MFIC NIH HHS U01 TW012237FIC NIH HHS U2R TW012228
6 · The paper itselfAbstract
Accurately predicting particulate matter is crucial for preventing health risks and protecting public health. This study improves the accuracy of particulate matter
Indexed as
Deep LearningForecastingMoroccoParticulate matter d ≤ 10 μm (PM10)
Identifiers
PMID40933727
PMCPMC12419473
What OpenQuestion holds
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LicenceTDM
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