首页|期刊导航|干旱区科学|Precipitation or temperature?Nonlinear responses of particulate matter and ozone to meteorological extremes in an arid climate

Precipitation or temperature?Nonlinear responses of particulate matter and ozone to meteorological extremes in an arid climateOA

Precipitation or temperature?Nonlinear responses of particulate matter and ozone to meteorological extremes in an arid climate

LI Yalong;LIU Hailong;BAO Anming;Peter GOETHALS;HU Bing;Marie Anne Eurie FORIO;CHANG Cun;QIAO Xuning;NAIBI Sulei;LI Tao;SONG Fengjiao;YANG Bin

State Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,China||Department of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,Belgium||Tarim University,Alaer 843300,China||Sino-Belgian Joint Laboratory of Geo-Information,Urumqi 830011,China||Sino-Belgian Joint Laboratory of Geo-Information,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Electronic Science and Technology of China,Chengdu 611731,ChinaState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||Key Laboratory of Geographic Information System(GIS)&Remote Sensing(RS)Application Xinjiang Uygur Autonomous Region,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||Sino-Belgian Joint Laboratory for Geo-Information,Urumqi 830011,China||China-Pakistan Joint Research Center on Earth Sciences,Chinese Academy of Sciences-Higher Education Commission of Pakistan(CAS-HEC),Islamabad 45320,Pakistan||Qinghai Forestry Carbon Sequestration Service Center,Xining 810001,ChinaDepartment of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,ChinaDepartment of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||Key Laboratory of Geographic Information System(GIS)&Remote Sensing(RS)Application Xinjiang Uygur Autonomous Region,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,ChinaSchool of Surveying and Land Information Engineering,Henan Polytechnic University,Jiaozuo 454003,China||Research Centre of Arable Land Protection and Urban-Rural High-Quality Development of Yellow River Basin,Henan Polytechnic University,Jiaozuo 454003,ChinaState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,China||Department of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,Belgium||Sino-Belgian Joint Laboratory of Geo-Information,Urumqi 830011,China||Sino-Belgian Joint Laboratory of Geo-Information,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,China||Department of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,Belgium||Sino-Belgian Joint Laboratory of Geo-Information,Urumqi 830011,China||Sino-Belgian Joint Laboratory of Geo-Information,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,China||Department of Animal Sciences and Aquatic Ecology,Ghent University,Ghent 9000,Belgium||Sino-Belgian Joint Laboratory of Geo-Information,Urumqi 830011,China||Sino-Belgian Joint Laboratory of Geo-Information,Ghent 9000,BelgiumState Key Laboratory of Desert and Oasis Ecology,Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China||University of Chinese Academy of Sciences,Beijing 100049,China

extreme climate eventsair pollution dynamicsclimate-pollution couplingozone formation mechanismsgas-particle transformationrandom forest

extreme climate eventsair pollution dynamicsclimate-pollution couplingozone formation mechanismsgas-particle transformationrandom forest

《干旱区科学》 2026 (4)

584-607,24

This research was jointly supported by the Tianshan Talent Training Program of Xinjiang Uygur Autonomous Region(2022TSYCLJ0011),the Key Research and Development(R&D)Program of Xinjiang Uygur Autonomous Region(2022B03021),and the National Key R&D Program of China(2024YFC3713504).

10.1016/j.jaridl.2026.04.003

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