{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T14:34:07Z","timestamp":1772721247838,"version":"3.50.1"},"reference-count":65,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2022,8,9]],"date-time":"2022-08-09T00:00:00Z","timestamp":1660003200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2017YFC1501403"],"award-info":[{"award-number":["2017YFC1501403"]}]},{"name":"National Key Research and Development Program of China","award":["42030606"],"award-info":[{"award-number":["42030606"]}]},{"name":"National Key Research and Development Program of China","award":["41830966"],"award-info":[{"award-number":["41830966"]}]},{"name":"National Key Research and Development Program of China","award":["41705125"],"award-info":[{"award-number":["41705125"]}]},{"name":"National Natural Science Foundation of China","award":["2017YFC1501403"],"award-info":[{"award-number":["2017YFC1501403"]}]},{"name":"National Natural Science Foundation of China","award":["42030606"],"award-info":[{"award-number":["42030606"]}]},{"name":"National Natural Science Foundation of China","award":["41830966"],"award-info":[{"award-number":["41830966"]}]},{"name":"National Natural Science Foundation of China","award":["41705125"],"award-info":[{"award-number":["41705125"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Aerosols modify cloud properties and influence the regional climate. The impacts of aerosols on clouds differ for various cloud types, but their long-term relationships have not been fully characterized on a cloud regime basis. In this study, we quantified the cloud regime-dependent relationship between aerosol optical depth (AOD) and cloud properties over China using Moderate-Resolution Imaging Spectroradiometer (MODIS) data from 2002 to 2019. Daily clouds in each 1\u00b0 by 1\u00b0 grid were categorized into seven cloud regimes based on the \u201ck-means\u201d clustering algorithm. Overall, the cloud height increased, the cloud thickness and liquid water path increased, and the total cloud cover decreased for all cloud regimes during the study period. Linear correlations between AOD and cloud properties were found within stratocumulus, deep convective, and high cloud regimes, showing consistency with the classic aerosol\u2013cloud interaction paradigms. Using stepwise multivariable linear regression, we found that the meteorological factors dominated the variation of cloud top pressure, while AOD dominated the variation of total cloud cover for most cloud regimes. There are regional differences in the main meteorological factors affecting the cloud properties.<\/jats:p>","DOI":"10.3390\/rs14163844","type":"journal-article","created":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T04:20:32Z","timestamp":1660105232000},"page":"3844","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Quantifying the Long-Term MODIS Cloud Regime Dependent Relationship between Aerosol Optical Depth and Cloud Properties over China"],"prefix":"10.3390","volume":"14","author":[{"given":"Yanglian","family":"Li","sequence":"first","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1026-5067","authenticated-orcid":false,"given":"Tianyi","family":"Fan","sequence":"additional","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5196-3996","authenticated-orcid":false,"given":"Chuanfeng","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Atmospheric and Oceanic Sciences, School of Physics, Peking University, Beijing 100871, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5111-2959","authenticated-orcid":false,"given":"Xin","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"}]},{"given":"Ping","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"}]},{"given":"Keying","family":"Li","sequence":"additional","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"}]}],"member":"1968","published-online":{"date-parts":[[2022,8,9]]},"reference":[{"key":"ref_1","first-page":"23683","article-title":"On the characteristics of aerosol indirect effect based on dynamic regimes in global climate models","volume":"16","author":"Zhang","year":"2016","journal-title":"Atmos. 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