{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:48:17Z","timestamp":1761677297091,"version":"build-2065373602"},"reference-count":104,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2024,5,17]],"date-time":"2024-05-17T00:00:00Z","timestamp":1715904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Second Tibetan Plateau Scientific Expedition Program","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]},{"name":"National Natural Science Foundation of China","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]},{"name":"National Key Research and Development Program of China","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]},{"name":"Qinghai Provincial Science and Technology Department Project","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]},{"name":"Innovation Team Project of Qinghai Provincial Meteorological Bureau","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]},{"name":"Natural Science Foundation of Gansu Province, China","award":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"],"award-info":[{"award-number":["2019QZKK0104","42075077","42165008","2019YFC1510302","2021-ZJ-745","QXTD2024-02","21JR7RA711"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Using CloudSat\/CALIPSO satellite data and ERA5 reanalysis data from 2006 to 2010, the effects of aerosols on ice- and mixed-phase, single-layer, non-precipitating clouds over the Tibetan Plateau during nighttime in the MAM (March to May), JJA (June to August), SON (September to November), and DJF (December to February) seasons were examined. The results indicated the following: (1) The macrophysical and microphysical characteristics of ice- and mixed-phase clouds exhibit a nonlinear trend with increasing aerosol optical depth (AOD). When the logarithm of AOD (lnAOD) was \u2264\u22124.0, with increasing AOD during MAM and JJA nights, the cloud thickness and ice particle effective radius of ice-phase clouds and mixed-phase clouds, the ice water path and ice particle number concentration of ice-phase clouds, and the liquid water path and cloud fraction of mixed-phase clouds all decreased; during SON and DJF nights, the cloud thickness of ice-phase clouds, cloud top height, liquid droplet number concentration, and liquid water path of mixed-phase clouds all decreased. When the lnAOD was &gt;\u22124.0, with increasing AOD during MAM and JJA nights, the cloud top height, cloud base height, cloud fraction, and ice particle number concentration of ice-phase clouds, and the ice water path of mixed-phase clouds all increased; during SON and DJF nights, the cloud fraction of mixed-phase clouds and the ice water path of ice-phase clouds all increased. (2) Under the condition of excluding meteorological factors, including the U-component of wind, V-component of wind, pressure vertical velocity, temperature, and relative humidity at the atmospheric pressure heights near the average cloud top height, within the cloud, and the average cloud base height, as well as precipitable water vapor, convective available potential energy, and surface pressure. During MAM and JJA nights. When the lnAOD was \u2264\u22124.0, an increase in aerosols may have led to a decrease in the thickness of ice and mixed-phase cloud layers, as well as a reduction in cloud water path values. In contrast, when the lnAOD was &gt;\u22124.0, an increase in aerosols may contribute to elevated cloud base and cloud top heights for ice-phase clouds. During SON and DJF nights, changes in various cloud characteristics may be influenced by both aerosols and meteorological factors.<\/jats:p>","DOI":"10.3390\/rs16101781","type":"journal-article","created":{"date-parts":[[2024,5,17]],"date-time":"2024-05-17T09:10:22Z","timestamp":1715937022000},"page":"1781","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Impact of Aerosols on the Macrophysical and Microphysical Characteristics of Ice-Phase and Mixed-Phase Clouds over the Tibetan Plateau"],"prefix":"10.3390","volume":"16","author":[{"given":"Shizhen","family":"Zhu","sequence":"first","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"},{"name":"Meteorological Disaster Prevention Technology Center in Qinghai Province, Xining 810001, China"}]},{"given":"Ling","family":"Qian","sequence":"additional","affiliation":[{"name":"East China Air Traffic Management Bureau, Civil Aviation Administration of China, Shanghai 200335, China"}]},{"given":"Xueqian","family":"Ma","sequence":"additional","affiliation":[{"name":"Meteorological Disaster Prevention Technology Center in Qinghai Province, Xining 810001, China"}]},{"given":"Yujun","family":"Qiu","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]},{"given":"Jing","family":"Yang","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]},{"given":"Xin","family":"He","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2022-6018","authenticated-orcid":false,"given":"Junjun","family":"Li","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2238-3941","authenticated-orcid":false,"given":"Lei","family":"Zhu","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]},{"given":"Jing","family":"Gong","sequence":"additional","affiliation":[{"name":"Meteorological Disaster Prevention Technology Center in Qinghai Province, Xining 810001, China"}]},{"given":"Chunsong","family":"Lu","sequence":"additional","affiliation":[{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Nanjing University of Information Science and Technology, Nanjing 210044, China"}]}],"member":"1968","published-online":{"date-parts":[[2024,5,17]]},"reference":[{"key":"ref_1","unstructured":"Intergovernmental Panel on Climate Change (IPCC) (2023). Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"4371","DOI":"10.1007\/s00382-018-4384-z","article-title":"Assessment of aerosol-cloud-radiation correlations in satellite observations, climate models and reanalysis","volume":"52","author":"Bender","year":"2019","journal-title":"Clim. Dyn."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"1507","DOI":"10.5194\/acp-21-1507-2021","article-title":"An overview of the ORACLES (ObseRvations of Aerosols above CLouds and their intEractionS) project: Aerosol-cloud-radiation interactions in the southeast Atlantic basin","volume":"21","author":"Redemann","year":"2021","journal-title":"Atmos. Chem. Phys."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1002\/2013RG000441","article-title":"Global observations of aerosol-cloud-precipitation-climate interactions","volume":"52","author":"Rosenfeld","year":"2014","journal-title":"Rev. Geophys."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"7599","DOI":"10.1002\/2014JD021710","article-title":"Quantifying components of aerosol-cloud-radiation interactions in climate models","volume":"119","author":"Zelinka","year":"2014","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"e2022EA002706","DOI":"10.1029\/2022EA002706","article-title":"Assessing the Aerosols, Clouds and Their Relationship Over the Northern Bay of Bengal Using a Global Climate Model","volume":"10","author":"Sharma","year":"2023","journal-title":"Earth Space Sci."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"3874","DOI":"10.1038\/s41467-018-06280-4","article-title":"Contrasting effects on deep convective clouds by different types of aerosols","volume":"9","author":"Jiang","year":"2018","journal-title":"Nat. Commun."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"106900","DOI":"10.1016\/j.atmosres.2023.106900","article-title":"Observational study of relationships between entrainment rate, homogeneity of mixing, and cloud droplet relative dispersion","volume":"293","author":"Lu","year":"2023","journal-title":"Atmos. Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"5771","DOI":"10.1029\/2018GL077562","article-title":"Opposite Aerosol Index-Cloud Droplet Effective Radius Correlations Over Major Industrial Regions and Their Adjacent Oceans","volume":"45","author":"Ma","year":"2018","journal-title":"Geophys. Res. Lett."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"11210","DOI":"10.1029\/2017JD028232","article-title":"Examining Intrinsic Aerosol-Cloud Interactions in South Asia Through Multiple Satellite Observations","volume":"123","author":"Pan","year":"2018","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.atmosenv.2017.06.002","article-title":"8-Year ground-based observational analysis about the seasonal variation of the aerosol-cloud droplet effective radius relationship at SGP site","volume":"164","author":"Qiu","year":"2017","journal-title":"Atmos. Environ."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"3133","DOI":"10.5194\/acp-17-3133-2017","article-title":"Estimates of the aerosol indirect effect over the Baltic Sea region derived from 12 years of MODIS observations","volume":"17","author":"Saponaro","year":"2017","journal-title":"Atmos. Chem. Phys."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"e2021JD035609","DOI":"10.1029\/2021JD035609","article-title":"Multi-Source Data Based Investigation of Aerosol-Cloud Interaction Over the North China Plain and North of the Yangtze Plain","volume":"126","author":"Yang","year":"2021","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"119517","DOI":"10.1016\/j.atmosenv.2022.119517","article-title":"The Role Played by the Bulk Hygroscopicity on the Prediction of the Cloud Condensation Nuclei Concentration Inside the Urban Aerosol Plume in Manaus, Brazil: From Measurements to Modeled Results","volume":"295","author":"Almeida","year":"2023","journal-title":"Atmos. Environ."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1038\/nature04636","article-title":"Increased Arctic cloud longwave emissivity associated with pollution from mid-latitudes","volume":"440","author":"Garrett","year":"2006","journal-title":"Nature"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1093\/nsr\/nwz184","article-title":"Aerosol characteristics and impacts on weather and climate over the Tibetan Plateau","volume":"7","author":"Zhao","year":"2020","journal-title":"Natl. Sci. Rev."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"104216","DOI":"10.1016\/j.earscirev.2022.104216","article-title":"Aerosol-cloud interactions over the Tibetan Plateau: An overview","volume":"234","author":"Liu","year":"2022","journal-title":"Earth-Sci. Rev."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.atmosenv.2019.04.001","article-title":"Impact of dust-polluted convective clouds over the Tibetan Plateau on downstream precipitation","volume":"209","author":"Liu","year":"2019","journal-title":"Atmos. Environ."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"D5","DOI":"10.1029\/2007JD008961","article-title":"The role of adiabaticity in the aerosol first indirect effect","volume":"113","author":"Kim","year":"2008","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"10987","DOI":"10.5194\/acp-10-10987-2010","article-title":"Aerosol-cloud interaction determined by both in situ and satellite data over a northern high-latitude site","volume":"10","author":"Lihavainen","year":"2010","journal-title":"Atmos. Chem. Phys."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"5623","DOI":"10.5194\/acp-17-5623-2017","article-title":"Analysis of aerosol effects on warm clouds over the Yangtze River Delta from multi-sensor satellite observations","volume":"17","author":"Liu","year":"2017","journal-title":"Atmos. Chem. Phys."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1029\/2009GL038451","article-title":"Aerosol effect on cloud droplet size as monitored from surface-based remote sensing over East China Sea region","volume":"36","author":"Pandithurai","year":"2009","journal-title":"Geophys. Res. Lett."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.atmosenv.2013.11.018","article-title":"Satellite observed aerosol-induced variability in warm cloud properties under different meteorological conditions over eastern China","volume":"84","author":"Wang","year":"2014","journal-title":"Atmos. Environ."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1002\/2017EA000346","article-title":"Negative aerosol-cloud re relationship from aircraft observations over Hebei, China","volume":"5","author":"Zhao","year":"2018","journal-title":"Earth Space Sci."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"e2022JD037738","DOI":"10.1029\/2022JD037738","article-title":"Spatial heterogeneity of aerosol effect on liquid cloud microphysical properties in the warm season over Tibetan Plateau","volume":"128","author":"Zhao","year":"2023","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"4709","DOI":"10.5194\/amt-15-4709-2022","article-title":"Balloon-borne aerosol-cloud interaction studies (BACIS): Field campaigns to understand and quantify aerosol effects on clouds","volume":"15","author":"Kiran","year":"2022","journal-title":"Atmos. Meas. Tech."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1126\/science.262.5131.226","article-title":"Dissipation of marine stratiform clouds and collapse of the marine boundary layer due to the depletion of cloud condensation nuclei by clouds","volume":"262","author":"Ackerman","year":"1993","journal-title":"Science"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/S0074-6142(08)60211-9","article-title":"Aerosol-Cloud Interactions","volume":"Volume 54","author":"Hobbs","year":"1993","journal-title":"International Geophysics"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"4221","DOI":"10.1175\/JAS-D-16-0037.1","article-title":"Review of aerosol\u2013cloud interactions: Mechanisms, significance, and challenges","volume":"73","author":"Fan","year":"2016","journal-title":"J. Atmos. Sci."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"5933","DOI":"10.5194\/acp-9-5933-2009","article-title":"Parameterizing the competition between homogeneous and heterogeneous freezing in ice cloud formation\u2013polydisperse ice nuclei","volume":"9","author":"Barahona","year":"2009","journal-title":"Atmos. Chem. Phys."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"D12","DOI":"10.1029\/2004JD004579","article-title":"The impact of aerosols and gravity waves on cirrus clouds at midlatitudes","volume":"109","author":"Haag","year":"2004","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/j.rse.2018.06.027","article-title":"Vertically resolved physical and radiative response of ice clouds to aerosols during the Indian summer monsoon season","volume":"216","author":"Mao","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"6091","DOI":"10.5194\/acp-16-6091-2016","article-title":"Changes in the shape of cloud ice water content vertical structure due to aerosol variations","volume":"16","author":"Massie","year":"2016","journal-title":"Atmos. Chem. Phys."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"715","DOI":"10.5194\/acp-5-715-2005","article-title":"Global indirect aerosol effects: A review","volume":"5","author":"Lohmann","year":"2005","journal-title":"Atmos. Chem. Phys."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1175\/1520-0469(1977)034<1149:TIOPOT>2.0.CO;2","article-title":"The influence of pollution on the shortwave albedo of clouds","volume":"34","author":"Twomey","year":"1977","journal-title":"J. Atmos. Sci."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"2593","DOI":"10.1016\/S1352-2310(99)00492-6","article-title":"The relationships among cloud microphysics, chemistry, and precipitation rate in cold mountain clouds","volume":"34","author":"Borys","year":"2000","journal-title":"Atmos. Environ."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"11-11","DOI":"10.1029\/2001GL014357","article-title":"A glaciation indirect aerosol effect caused by soot aerosols","volume":"29","author":"Lohmann","year":"2002","journal-title":"Geophys. Res. Lett."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.atmosenv.2003.09.046","article-title":"Parameterization of the cloud droplet\u2013sulfate relationship","volume":"38","author":"Lowenthal","year":"2004","journal-title":"Atmos. Environ."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"8173","DOI":"10.5194\/acp-10-8173-2010","article-title":"Intercomparison of aerosol-cloud-precipitation interactions in stratiform orographic mixed-phase clouds","volume":"10","author":"Muhlbauer","year":"2010","journal-title":"Atmos. Chem. Phys."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1175\/2008JAMC1989.1","article-title":"Influence of cloud condensation nuclei on orographic snowfall","volume":"48","author":"Saleeby","year":"2009","journal-title":"J. Appl. Meteorol."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"356","DOI":"10.3402\/tellusb.v36i5.14916","article-title":"An assessment of the impact of pollution on global cloud albedo","volume":"36","author":"Twomey","year":"1984","journal-title":"Tellus B"},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"L18805","DOI":"10.1029\/2012GL052831","article-title":"Quantifying the impact of dust on heterogeneous ice generation in midlevel supercooled stratiform clouds","volume":"39","author":"Zhang","year":"2012","journal-title":"Geophys. Res. Lett."},{"key":"ref_43","first-page":"924","article-title":"From Tibetan Plateau to Third Pole and Pan-Third Pole","volume":"32","author":"Yao","year":"2017","journal-title":"Bull. Chin. Acad. Sci."},{"key":"ref_44","first-page":"3025","article-title":"Assessment of past, present and future environmental changes on the Tibetan Plateau","volume":"60","author":"Chen","year":"2015","journal-title":"Chin. Sci. Bull."},{"key":"ref_45","first-page":"167","article-title":"Extreme weather and climate changes and its environmental effects over the Tibetan Plateau","volume":"35","author":"Wu","year":"2013","journal-title":"Chin. J. Nat."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"13357","DOI":"10.1029\/2019JD031293","article-title":"Aerosol Properties Over Tibetan Plateau from a Decade of AERONET Measurements: Baseline, Types, and Influencing Factors","volume":"124","author":"Pokharel","year":"2019","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"117670","DOI":"10.1016\/j.atmosenv.2020.117670","article-title":"Distribution and transport characteristics of dust aerosol over Tibetan Plateau and Taklimakan Desert in China using MERRA-2 and CALIPSO data","volume":"237","author":"Xu","year":"2020","journal-title":"Atmos. Environ."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"393","DOI":"10.5194\/acp-15-393-2015","article-title":"Integrating laboratory and field data to quantify the immersion freezing ice nucleation activity of mineral dust particles","volume":"15","author":"DeMott","year":"2015","journal-title":"Atmos. Chem. Phys."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"6863","DOI":"10.5194\/acp-10-6863-2010","article-title":"Dust aerosol effect on semi-arid climate over Northwest China detected from A-Train satellite measurements","volume":"10","author":"Huang","year":"2010","journal-title":"Atmos. Chem. Phys."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"10211","DOI":"10.5194\/acp-10-10211-2010","article-title":"Saharan dust and ice nuclei over Central Europe","volume":"10","author":"Klein","year":"2010","journal-title":"Atmos. Chem. Phys."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1038\/s41612-020-00145-8","article-title":"Lifecycle of light-absorbing carbonaceous aerosols in the atmosphere","volume":"3","author":"Liu","year":"2020","journal-title":"npj Clim. Atmos. Sci."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1016\/j.asr.2018.07.004","article-title":"Evaluation and utilization of CloudSat and CALIPSO data to analyze the impact of dust aerosol on the microphysical properties of cirrus over the Tibetan Plateau","volume":"63","author":"Pan","year":"2019","journal-title":"Adv. Space Res."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1038\/ngeo521","article-title":"In situ detection of biological particles in cloud ice-crystals","volume":"2","author":"Pratt","year":"2009","journal-title":"Nat. Geosci."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1007\/s13351-015-4116-9","article-title":"Dust aerosol effects on cirrus and altocumulus clouds in Northwest China","volume":"29","author":"Wang","year":"2015","journal-title":"J. Meteorol. Res."},{"key":"ref_55","unstructured":"Hua, S. (2020). Study on Aerosol-Cloud Interaction and Cloud Radiative Effect over the Tibetan Plateau. [Ph.D. Thesis, Lanzhou University]."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"3832","DOI":"10.1002\/joc.6430","article-title":"Inconsistent aerosol indirect effects on water clouds and ice clouds over the Tibetan Plateau","volume":"40","author":"Hua","year":"2020","journal-title":"Int. J. Climatol."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"9594","DOI":"10.1029\/2019JD030463","article-title":"Effect of Aerosols on the Ice Cloud Properties Over the Tibetan Plateau","volume":"124","author":"Liu","year":"2019","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"532","DOI":"10.1360\/TB-2022-0209","article-title":"Variability of clouds over Southeast Tibetan Plateau: The roles of aerosols","volume":"68","author":"Yuan","year":"2023","journal-title":"Chin. Sci. Bull."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"117583","DOI":"10.1016\/j.atmosenv.2020.117583","article-title":"Tibetan Plateau driven impact of Taklimakan dust on northern rainfall","volume":"234","author":"Liu","year":"2020","journal-title":"Atmos. Environ."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"13449","DOI":"10.1007\/s11356-022-22997-8","article-title":"Accuracy assessment and climatology of MODIS aerosol optical properties over North Africa","volume":"30","author":"Merdji","year":"2023","journal-title":"Environ. Sci. Pollut. Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"102547","DOI":"10.1016\/j.mex.2024.102547","article-title":"Spatial-Temporal resolution implementation of cloud-aerosols data through satellite cross-correlation","volume":"12","author":"Manenti","year":"2024","journal-title":"MethodsX"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"106658","DOI":"10.1016\/j.atmosres.2023.106658","article-title":"Long-term three-dimensional distribution and transport of Saharan dust: Observation from CALIPSO, MODIS, and reanalysis data","volume":"286","author":"Merdji","year":"2023","journal-title":"Atmos. Res."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1016\/j.rse.2017.06.024","article-title":"The warming of Tibetan Plateau enhanced by 3D variation of low-level clouds during daytime","volume":"198","author":"Pan","year":"2017","journal-title":"Remote Sens. Environ."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"1211","DOI":"10.1175\/2010BAMS3009.1","article-title":"THE CALIPSO MISSION A Global 3D View of Aerosols and Clouds","volume":"91","author":"Winker","year":"2010","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"2830","DOI":"10.1360\/TB-2019-0203","article-title":"Effect of the Asian Water Tower over the Qinghai-Tibet Plateau and the characteristics of atmospheric water circulation","volume":"64","author":"Xu","year":"2019","journal-title":"Chin. Sci. Bull."},{"key":"ref_66","first-page":"4743","article-title":"Characteristics of Aerosol Vertical Distribution over the Yangtze River Delta Region of China in 2018","volume":"40","author":"Shen","year":"2019","journal-title":"Environ. Sci."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"4748","DOI":"10.1002\/jgrd.50330","article-title":"CALIOP and AERONET aerosol optical depth comparisons: One size fits none","volume":"118","author":"Omar","year":"2013","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"1665","DOI":"10.1175\/1520-0450(2001)040<1665:CTAMPR>2.0.CO;2","article-title":"Cloud Type and Macrophysical Property Retrieval Using Multiple Remote Sensors","volume":"40","author":"Wang","year":"2001","journal-title":"J. Appl. Meteorol."},{"key":"ref_69","first-page":"D4","article-title":"A global view of midlevel liquid-layer topped stratiform cloud distribution and phase partition from CALIPSO and CloudSat measurements","volume":"115","author":"Zhang","year":"2010","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_70","first-page":"547","article-title":"Horizontal and Vertical Distributions of Clouds of Different Types Based on CloudSat-CALIPSO Data","volume":"21","author":"Fang","year":"2016","journal-title":"Clim. Environ. Res."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1093\/biomet\/32.3-4.277","article-title":"Partial Rank correlation","volume":"32","author":"Kendall","year":"1942","journal-title":"Biometrika"},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"3297","DOI":"10.1002\/2018GL077261","article-title":"Type-Dependent Responses of Ice Cloud Properties to Aerosols From Satellite Retrievals","volume":"45","author":"Zhao","year":"2018","journal-title":"Geophys. Res. Lett."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"105803","DOI":"10.1016\/j.atmosres.2021.105803","article-title":"Spatial and temporal variation of aerosol optical depths over six major cities in Bangladesh","volume":"262","author":"Zaman","year":"2021","journal-title":"Atmos. Res."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"777","DOI":"10.4209\/aaqr.2012.07.0200","article-title":"Variation of Aerosol Optical Properties over the Taklimakan Desert in China","volume":"13","author":"Che","year":"2013","journal-title":"Aerosol Air Qual. Res."},{"key":"ref_75","doi-asserted-by":"crossref","unstructured":"Liu, D., Zhao, T.L., Boiyo, R., Chen, S.Y., Lu, Z.Q., Wu, Y., and Zhao, Y. (2019). Vertical Structures of Dust Aerosols over East Asia Based on CALIPSO Retrievals. Remote Sens., 11.","DOI":"10.3390\/rs11060701"},{"key":"ref_76","first-page":"133","article-title":"Statistical Analysis of Dust Weather Frequency in Taklamakan Desert","volume":"46","author":"Zhen","year":"2021","journal-title":"Environ. Sci. Manag."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"11772","DOI":"10.1002\/2014JD022280","article-title":"Characteristics of Taklimakan dust emission and distribution: A satellite and reanalysis field perspective","volume":"119","author":"Ge","year":"2014","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"11398","DOI":"10.1002\/2014JD021796","article-title":"Climate effects of dust aerosols over East Asian arid and semiarid regions","volume":"119","author":"Huang","year":"2014","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1038\/s41561-022-00901-w","article-title":"Dominant role of mineral dust in cirrus cloud formation revealed by global-scale measurements","volume":"15","author":"Froyd","year":"2022","journal-title":"Nat. Geosci."},{"key":"ref_80","first-page":"1","article-title":"Measurement report: Influence of long-range transported dust on cirrus cloud formation over remote ocean: Case studies near Midway Island, Pacific","volume":"2023","author":"Shen","year":"2023","journal-title":"EGUsphere"},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"4745","DOI":"10.1175\/JCLI-D-17-0313.1","article-title":"Tibetan Plateau Impacts on Global Dust Transport in the Upper Troposphere","volume":"31","author":"Xu","year":"2018","journal-title":"J. Clim."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1038\/s41612-020-0116-2","article-title":"Sea-spray regulates sulfate cloud droplet activation over oceans","volume":"3","author":"Fossum","year":"2020","journal-title":"npj Clim. Atmos. Sci."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1038\/s41612-023-00430-2","article-title":"Rapid growth and high cloud-forming potential of anthropogenic sulfate aerosol in a thermal power plant plume during COVID lockdown in India","volume":"6","author":"Singh","year":"2023","journal-title":"npj Clim. Atmos. Sci."},{"key":"ref_84","doi-asserted-by":"crossref","unstructured":"Wang, T.H., Han, Y., Huang, J.P., Sun, M.X., Jian, B.D., Huang, Z.W., and Yan, H.R. (2020). Climatology of Dust-Forced Radiative Heating Over the Tibetan Plateau and Its Surroundings. J. Geophys. Res.-Atmos., 125.","DOI":"10.1029\/2020JD032942"},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"81","DOI":"10.5194\/acp-14-81-2014","article-title":"Aerosol impacts on California winter clouds and precipitation during CalWater 2011: Local pollution versus long-range transported dust","volume":"14","author":"Fan","year":"2014","journal-title":"Atmos. Chem. Phys."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"120081","DOI":"10.1016\/j.atmosenv.2023.120081","article-title":"Dust effects on mixed-phase clouds and precipitation during a super dust storm over northern China","volume":"313","author":"Luo","year":"2023","journal-title":"Atmos. Environ."},{"key":"ref_87","first-page":"L18814","article-title":"Impact of meteorological factors on the correlation between aerosol optical depth and cloud fraction","volume":"37","author":"Ekman","year":"2010","journal-title":"Geophys. Res. Lett."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"9873","DOI":"10.5194\/acp-23-9873-2023","article-title":"Radiation fog properties in two consecutive events under polluted and clean conditions in the Yangtze River Delta, China: A simulation study","volume":"23","author":"Shao","year":"2023","journal-title":"Atmos. Chem. Phys."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"2267","DOI":"10.1002\/2016GL067770","article-title":"Rain-aerosol relationships influenced by wind speed","volume":"43","author":"Yang","year":"2016","journal-title":"Geophys. Res. Lett."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"106241","DOI":"10.1016\/j.atmosres.2022.106241","article-title":"Analysis of aerosol cloud interactions with a consistent signal of meteorology and other influencing parameters","volume":"275","author":"Alam","year":"2022","journal-title":"Atmos. Res."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"e2023GL107833","DOI":"10.1029\/2023GL107833","article-title":"Strong Aerosol Absorption and Its Radiative Effects in Lhasa on the Tibetan Plateau","volume":"51","author":"Wang","year":"2024","journal-title":"Geophys. Res. Lett."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"3497","DOI":"10.5194\/acp-7-3497-2007","article-title":"The effects of heating by transported dust layers on cloud and precipitation: A numerical study","volume":"7","author":"Yin","year":"2007","journal-title":"Atmos. Chem. Phys."},{"key":"ref_93","first-page":"560","article-title":"Urban growth and aerosol effects on convection over Houston Part I: The August 2000 case","volume":"96","author":"Cotton","year":"2010","journal-title":"Atmos. Res."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1175\/JAS-D-11-071.1","article-title":"A Numerical Study of Urban Aerosol Impacts on Clouds and Precipitation","volume":"69","author":"Han","year":"2012","journal-title":"J. Atmos. Sci."},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"828","DOI":"10.1175\/JAM2492.1","article-title":"Urban aerosol impacts on downwind convective storms","volume":"46","author":"Cotton","year":"2007","journal-title":"J. Appl. Meteorol. Climatol."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"6066","DOI":"10.1002\/2015GL064479","article-title":"Substantial contribution of anthropogenic air pollution to catastrophic floods in Southwest China","volume":"42","author":"Fan","year":"2015","journal-title":"Geophys. Res. Lett."},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"1042","DOI":"10.1126\/science.288.5468.1042","article-title":"Reduction of tropical cloudiness by soot","volume":"288","author":"Ackerman","year":"2000","journal-title":"Science"},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"1002412","DOI":"10.3389\/fenvs.2022.1002412","article-title":"The dominant role of aerosol-cloud interactions in aerosol-boundary layer feedback: Case studies in three megacities in China","volume":"10","author":"Xiong","year":"2022","journal-title":"Front. Environ. Sci."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1175\/JAS-D-12-0195.1","article-title":"Aerosol Effects of the Condensation Process on a Convective Cloud Simulation","volume":"71","author":"Seiki","year":"2014","journal-title":"J. Atmos. Sci."},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"1317","DOI":"10.5194\/acp-20-1317-2020","article-title":"Diurnal cycle of the semi-direct effect from a persistent absorbing aerosol layer over marine stratocumulus in large-eddy simulations","volume":"20","author":"Herbert","year":"2020","journal-title":"Atmos. Chem. Phys."},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"22907","DOI":"10.1029\/2001JD000732","article-title":"Analysis of smoke impact on clouds in Brazilian biomass burning regions: An extension of Twomey's approach","volume":"106","author":"Feingold","year":"2001","journal-title":"J. Geophys. Res.-Atmos."},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"1820","DOI":"10.4209\/aaqr.2015.05.0325","article-title":"Dust Induced Changes in Ice Cloud and Cloud Radiative Forcing over a High Altitude Site","volume":"16","author":"Patel","year":"2016","journal-title":"Aerosol Air Qual. Res."},{"key":"ref_103","unstructured":"Li, X., Wang, H., Chakraborty, T., Sorooshian, A., Ziemba, L.D., Voigt, C., and Thornhill, K.L. (2024). On the Stochasticity of Aerosol-Cloud Interactions within a Data-driven Framework. arXiv."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"8707","DOI":"10.5194\/acp-18-8707-2018","article-title":"Investigating the role of dust in ice nucleation within clouds and further effects on the regional weather system over East Asia\u2014Part 1: Model development and validation","volume":"18","author":"Su","year":"2018","journal-title":"Atmos. Chem. Phys."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/16\/10\/1781\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T14:44:05Z","timestamp":1760107445000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/16\/10\/1781"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,17]]},"references-count":104,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2024,5]]}},"alternative-id":["rs16101781"],"URL":"https:\/\/doi.org\/10.3390\/rs16101781","relation":{},"ISSN":["2072-4292"],"issn-type":[{"type":"electronic","value":"2072-4292"}],"subject":[],"published":{"date-parts":[[2024,5,17]]}}}