In the context of global warming, drought events occur frequently. In order to better understanding the process and mechanism of drought occurrence and evolution, scholars have dedicated much attention on drought propagation, mainly focusing on drought propagation time and propagation probability. However, there are relatively few studies on the sensitivities of drought propagation to seasons and drought levels. Therefore, we took the Heihe River Basin (HRB) of Northwest China as the case study area to quantify the propagation time and propagation probability from meteorological drought to agricultural drought during the period of 1981–2020, and subsequently explore their sensitivities to seasons (irrigation and non-irrigation seasons) and drought levels. The correlation coefficient method and Copula-based interval conditional probability model were employed to determine the drought propagation time and propagation probability. The results determined the average drought propagation time as 8 months in the whole basin, which was reduced by 2 months (i.e., 6 months) on average during the irrigation season and prolonged by 2 months (i.e., 10 months) during the non-irrigation season. Propagation probability was sensitive to both seasons and drought levels, and the sensitivities had noticeable spatial differences in the whole basin. The propagation probability of agricultural drought at different levels generally increased with the meteorological drought levels for the upstream, midstream, and southern downstream regions of the HRB. Lesser agricultural droughts were more likely to be triggered during the irrigation season, while severer agricultural droughts were occurred mostly during the non-irrigation season. The research results are helpful to understand the characteristics of drought propagation and provide a scientific basis for the prevention and control of droughts. This study is of great significance for the rational planning of local water resources and maintaining good ecological environment in the HRB.
机构:
China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
MOE Key Lab Groundwater Circulat & Environm Evolut, Beijing 100083, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Bai, Miao
Li, Zhanling
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China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
MOE Key Lab Groundwater Circulat & Environm Evolut, Beijing 100083, Peoples R China
Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul Eng, Nanjing 210029, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Li, Zhanling
Huo, Pengying
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机构:
China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
MOE Key Lab Groundwater Circulat & Environm Evolut, Beijing 100083, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Huo, Pengying
Wang, Jiawen
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机构:
China Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
MOE Key Lab Groundwater Circulat & Environm Evolut, Beijing 100083, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
Wang, Jiawen
Li, Zhanjie
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机构:
Beijing Normal Univ, Coll Water Sci, Beijing 100875, Peoples R ChinaChina Univ Geosci, Sch Water Resources & Environm, Beijing 100083, Peoples R China
机构:
Hohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Guangdong Yuehai Pearl River Delta Water Supply Co, Guangzhou 511466, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Zhou, Yaoqiang
Li, Jiayu
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机构:
Pearl River Water Resources Res Inst, Guangzhou 510611, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Li, Jiayu
Jia, Wenhao
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机构:
Pearl River Water Resources Res Inst, Guangzhou 510611, Peoples R China
Minist Water Resources, Key Lab Pearl River Estuary Regulat & Protect, Guangzhou 510611, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Jia, Wenhao
Zhang, Fei
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Pearl River Water Resources Res Inst, Guangzhou 510611, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Zhang, Fei
Zhang, Hongjie
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机构:
Wuhan Univ, State Key Lab Water Resource & Hydropower Engn Sci, Wuhan 430072, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
Zhang, Hongjie
Wang, Sen
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Pearl River Water Resources Res Inst, Guangzhou 510611, Peoples R China
Minist Water Resources, Key Lab Pearl River Estuary Regulat & Protect, Guangzhou 510611, Peoples R ChinaHohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210024, Peoples R China
机构:
Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing
Green Development Institute, Beijing Normal University, BeijingBeijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing
Zhang X.
Xu Y.
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Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, BeijingBeijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing
Xu Y.
Hao F.
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Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, BeijingBeijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing
Hao F.
Hao Z.
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Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, BeijingBeijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing
机构:
Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construct, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Zhang, Xiaoyu
She, Dunxian
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Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construct, Wuhan 430072, Peoples R China
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn Sc, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
She, Dunxian
Xia, Jun
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机构:
Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construct, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Xia, Jun
Zhang, Liping
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Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construct, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Zhang, Liping
Deng, Cuiling
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机构:
Lancang Mekong Water Resources Cooperat Ctr, Beijing 100038, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Deng, Cuiling
Liu, Zheqiong
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Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construct, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan 430072, Hubei, Peoples R China
机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R China
Huang, Xingyi
Yang, Xiaoli
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Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R China
Yang, Xiaoli
Wu, Fan
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Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R China
Wu, Fan
Zhang, Jiale
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Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Peoples R China
机构:
Xian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R ChinaXian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China
Huang, Shengzhi
Huang, Qiang
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Xian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R ChinaXian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China
Huang, Qiang
Chang, Jianxia
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Xian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R ChinaXian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China
Chang, Jianxia
Leng, Guoyong
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机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaXian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China
Leng, Guoyong
Xing, Li
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机构:
Peking Univ, Sch Phys, Dept Atmospher & Ocean Sci, Beijing 100871, Peoples R China
Peking Univ, Sch Phys, Lab Climate & Ocean Atmosphere Studies, Beijing 100871, Peoples R ChinaXian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China