首页> Journal of environmental management> Climate-driven vegetation greening in Southwest China's Karst region: A multi-scale kNDVI analysis.

Climate-driven vegetation greening in Southwest China's Karst region: A multi-scale kNDVI analysis.

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第一作者： Jun,Ma

第一单位： Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China. Electronic address: majun6982@gmail.com.

作者： Jun,Ma ^[1] ; Jinliang,Wang ^[2] ; Suling,He ^[3] ; Jianpeng,Zhang ^[4] ; Lanfang,Liu ^[5] ; Xuzheng,Zhong ^[6] ; Fengzhi,Wu ^[7]

作者单位： Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China. Electronic address: majun6982@gmail.com. ^[1] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China; Southwest United Graduate School, Kunming, 650092, China. Electronic address: jlwang@ynnu.edu.cn. ^[2] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China; Southwest United Graduate School, Kunming, 650092, China. Electronic address: sulhe@user.ynnu.edu.cn. ^[3] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China. Electronic address: holyjp@163.com. ^[4] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China. Electronic address: liulanfang@user.ynnu.edu.cn. ^[5] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China; Southwest United Graduate School, Kunming, 650092, China. Electronic address: zxzxuzhen@njtc.edu.cn. ^[6] Faculty of Geography, Yunnan Normal University, Kunming, 650500, China; Key Laboratory of Resources and Environmental Remote Sensing for Universities in Yunnan, Kunming, 650500, China; Center for Geospatial Information Engineering and Technology of Yunnan Province, Kunming, 650500, China; Southwest United Graduate School, Kunming, 650092, China; Teaching and Experimentation Base & Innovation Service Center for Geographic Information Technology, Wenshan University, Wenshan, 663000, China. Electronic address: fengzhiwu2011@126.com. ^[7]

关键词 Climate change Growing season Karst Vegetation dynamics kNDVI

医学主题词气候变化(Climate Change);中国(China);温度(Temperature);气候(Climate);季节(Seasons)

DOI 10.1016/j.jenvman.2026.128843

PMID 41650866

发布时间 2026-03-06

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