Catchment-scale efficient agricultural drought monitoring and irrigation planning mostly depend on the accuracy of evapotranspiration (ET) estimates under different crop-growth phases. As indirect ET estimation under limited data availability scenario and complex paddy-field dynamics could not be sufficiently addressed by the conventional curve number (CN) based SWAT model, SWAT incorporates an add-in pothole module (SWAT-P) that conceptualizes the paddy-field hydrology with the empirical coefficient or equations resulting in poor ET estimates. To address these limitations, this study integrates an improved pothole methodology in SWAT (SWAT-EP) accounting the vadose-zone soil water dynamics under alternate ponding and drying conditions, ET variation under moisture abundant and stress conditions, and role of irrigation return flow generated in the paddy fields. The proposed approach was validated in the Kangsabati River integrated reservoir-catchment-command (12,014.70 km(2)) of the eastern India, and the results reveal that SWAT-EP outperformed the existing SWAT-P in reproducing the catchment-scale streamflow and ET flux with respect to the FAO-56 Penman-Monteith (PM) based ET estimates in all the four cropping seasons. The SWATEP derived Standardized Evapotranspiration Drought Index (SEDI) based drought severity and duration wellcorroborate with the benchmark MOD16A2 derived drought estimates; whereas, the SWAT-P tends to overestimate the drought severity in the command area. The predictive uncertainty in drought monitoring was the lowest by SWAT-EP with relatively lower uncertainty was observed in the crop-growing locations of Kharagpur and Mohanpur. Moreover, the teleconnection between drought and climatic escalations corresponds to a better reproducibility of El Nino and La Nina phases by the SWAT-EP, while the SWAT-P performed un-satisfactorily across different spatiotemporal domains. This study endorses to adopt the proposed SWAT-EP model for river basin-scale drought monitoring and irrigation planning with prior validation in the diversified climatic and topographic conditions.
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Chen, Han
;
Huang, Jinhui Jeanne
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Huang, Jinhui Jeanne
;
论文数: 引用数:
h-index:
机构:
Dash, Sonam Sandeep
;
Lan, Zhiqing
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Lan, Zhiqing
;
Gao, Junjie
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Gao, Junjie
;
McBean, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, CanadaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
McBean, Edward
;
Singh, Vijay P.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Zachry Dept Civil & Environm Engn, Dept Biol & Agr Engn, College Stn, TX 77843 USA
UAE Univ, Natl Water Ctr, Al Ain, U Arab EmiratesNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Chen, Han
;
Huang, Jinhui Jeanne
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Huang, Jinhui Jeanne
;
Wang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Inst Atmospher Phys, Chinese Acad Sci, State Key Lab Atmos Bound Layer Phys & Atmos Chem, Beijing 100029, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Wang, Kai
;
McBean, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, CanadaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chen, Yang
;
Xia, Jiangzhou
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Xia, Jiangzhou
;
Liang, Shunlin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R China
Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Liang, Shunlin
;
Feng, Jinming
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Feng, Jinming
;
Fisher, Joshua B.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Fisher, Joshua B.
;
Li, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Li, Xin
;
Li, Xianglan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Li, Xianglan
;
Liu, Shuguang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ Forestry & Technol, State Engn Lab Southern Forestry Appl Ecol & Tech, Changsha 410004, Hunan, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Liu, Shuguang
;
Ma, Zhuguo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Ma, Zhuguo
;
Miyata, Akira
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Agroenvironm Sci, Tsukuba, Ibaraki 3058604, JapanBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Miyata, Akira
;
Mu, Qiaozhen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montana, Coll Forestry & Conservat, Missoula, MT 59812 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Mu, Qiaozhen
;
Sun, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Beijing 100081, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Sun, Liang
;
Tang, Jianwei
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Bur Gansu Prov, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Tang, Jianwei
;
Wang, Kaicun
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Wang, Kaicun
;
Wen, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Wen, Jun
;
Xue, Yueju
论文数: 0引用数: 0
h-index: 0
机构:
South China Agr Univ, Coll Informat, Guangzhou 510642, Guangdong, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Xue, Yueju
;
Yu, Guirui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Synth Res Ctr Chinese Ecosyst Res Network, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Yu, Guirui
;
Zha, Tonggang
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Sch Resources & Environm, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zha, Tonggang
;
Zhang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing 100094, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhang, Li
;
Zhang, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Bur Gansu Prov, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhang, Qiang
;
Zhao, Tianbao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhao, Tianbao
;
Zhao, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Northwest Inst Plateau Biol, Key Lab Qinghai Tibetan Plateau Biol Evolut & Ada, Xining 810008, Qinghai, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhao, Liang
;
Yuan, Wenping
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, State Key Lab Cryosphere Sci, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
机构:
IIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Dash, Sonam S.
;
Sena, Dipaka R.
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Sena, Dipaka R.
;
Mandal, Uday
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Mandal, Uday
;
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
GB Pant Univ Agr & Technol, Pantnagar 263145, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Kumar, Anil
;
Kumar, Gopal
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Kumar, Gopal
;
Mishra, Prasant K.
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Mishra, Prasant K.
;
Rawat, Monika
论文数: 0引用数: 0
h-index: 0
机构:
Amity Univ, Noida 201301, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, India
Maulana Azad Natl Inst Technol, Bhopal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, India
Maulana Azad Natl Inst Technol, Bhopal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Chen, Han
;
Huang, Jinhui Jeanne
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Huang, Jinhui Jeanne
;
论文数: 引用数:
h-index:
机构:
Dash, Sonam Sandeep
;
Lan, Zhiqing
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Lan, Zhiqing
;
Gao, Junjie
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Gao, Junjie
;
McBean, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, CanadaNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
McBean, Edward
;
Singh, Vijay P.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Zachry Dept Civil & Environm Engn, Dept Biol & Agr Engn, College Stn, TX 77843 USA
UAE Univ, Natl Water Ctr, Al Ain, U Arab EmiratesNankai Univ, Coll Environm Sci & Engn, Sino Canada Joint R&D Ctr Water & Environm Safety, Tianjin 300071, Peoples R China
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Chen, Han
;
Huang, Jinhui Jeanne
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Huang, Jinhui Jeanne
;
Wang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Inst Atmospher Phys, Chinese Acad Sci, State Key Lab Atmos Bound Layer Phys & Atmos Chem, Beijing 100029, Peoples R ChinaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Wang, Kai
;
McBean, Edward
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, CanadaNankai Univ, Coll Environm Sci & Engn, Sino Canadian Joint R&D Ctr Water & Environm Safe, Tianjin 300071, Peoples R China
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chen, Yang
;
Xia, Jiangzhou
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Xia, Jiangzhou
;
Liang, Shunlin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R China
Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Liang, Shunlin
;
Feng, Jinming
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Feng, Jinming
;
Fisher, Joshua B.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Fisher, Joshua B.
;
Li, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Li, Xin
;
Li, Xianglan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Li, Xianglan
;
Liu, Shuguang
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ Forestry & Technol, State Engn Lab Southern Forestry Appl Ecol & Tech, Changsha 410004, Hunan, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Liu, Shuguang
;
Ma, Zhuguo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Ma, Zhuguo
;
Miyata, Akira
论文数: 0引用数: 0
h-index: 0
机构:
Natl Inst Agroenvironm Sci, Tsukuba, Ibaraki 3058604, JapanBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Miyata, Akira
;
Mu, Qiaozhen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montana, Coll Forestry & Conservat, Missoula, MT 59812 USABeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Mu, Qiaozhen
;
Sun, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Beijing 100081, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Sun, Liang
;
Tang, Jianwei
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Bur Gansu Prov, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Tang, Jianwei
;
Wang, Kaicun
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h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Wang, Kaicun
;
Wen, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Wen, Jun
;
Xue, Yueju
论文数: 0引用数: 0
h-index: 0
机构:
South China Agr Univ, Coll Informat, Guangzhou 510642, Guangdong, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Xue, Yueju
;
Yu, Guirui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Synth Res Ctr Chinese Ecosyst Res Network, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Yu, Guirui
;
Zha, Tonggang
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Sch Resources & Environm, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zha, Tonggang
;
Zhang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing 100094, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhang, Li
;
Zhang, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Meteorol Bur Gansu Prov, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhang, Qiang
;
Zhao, Tianbao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Res Temperate East A, Beijing 100029, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhao, Tianbao
;
Zhao, Liang
论文数: 0引用数: 0
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机构:
Chinese Acad Sci, Northwest Inst Plateau Biol, Key Lab Qinghai Tibetan Plateau Biol Evolut & Ada, Xining 810008, Qinghai, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhao, Liang
;
Yuan, Wenping
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h-index: 0
机构:
Beijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Chinese Acad Sci, Cold & Arid Reg Environm & Engn Res Inst, State Key Lab Cryosphere Sci, Lanzhou 730000, Gansu, Peoples R ChinaBeijing Normal Univ, Coll Global Change & Earth Syst Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
机构:
IIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Dash, Sonam S.
;
Sena, Dipaka R.
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Sena, Dipaka R.
;
Mandal, Uday
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Mandal, Uday
;
Kumar, Anil
论文数: 0引用数: 0
h-index: 0
机构:
GB Pant Univ Agr & Technol, Pantnagar 263145, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Kumar, Anil
;
Kumar, Gopal
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Kumar, Gopal
;
Mishra, Prasant K.
论文数: 0引用数: 0
h-index: 0
机构:
ICAR Indian Inst Soil & Water Conservat Dehradun, Hydrol & Engn Div, Dehra Dun 248195, Uttarakhand, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
Mishra, Prasant K.
;
Rawat, Monika
论文数: 0引用数: 0
h-index: 0
机构:
Amity Univ, Noida 201301, IndiaIIT Kharagpur, Sch Water Resources, Kharagpur 721302, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, India
Maulana Azad Natl Inst Technol, Bhopal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, India
Maulana Azad Natl Inst Technol, Bhopal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
机构:
Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
Sahoo, Bhabagrahi
;
Raghuwanshi, Narendra Singh
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Kharagpur, Agr & Food Engn Dept, Kharagpur, W Bengal, IndiaIndian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India