共 51 条
SPATIOTEMPORAL EVOLUTION AND LAG EFFECT OF DROUGHT AND VEGETATION DYNAMICS IN SOUTHWEST CHINA
被引:0
作者:

Yang, C. P.
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China

Wang, Y. Q.
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China

Wu, J. J.
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China

Shen, H. Z.
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China

Ma, X. Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China
机构:
[1] Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid Area, Minist Educ, Yangling 712100, Shaanxi, Peoples R China
来源:
APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH
|
2022年
/
20卷
/
04期
基金:
中国国家自然科学基金;
关键词:
drought;
vegetation;
lag effect;
multi -time scale;
Southwest China;
CLIMATE-CHANGE;
TIBETAN PLATEAU;
GROWING-SEASON;
TIME-SCALES;
RESPONSES;
GROWTH;
EVAPOTRANSPIRATION;
VARIABILITY;
VARIABLES;
INDEXES;
D O I:
暂无
中图分类号:
Q14 [生态学(生物生态学)];
学科分类号:
071012 ;
0713 ;
摘要:
In this study, the temporal and spatial characteristics of drought and vegetation dynamics as well as the lag time of vegetation's response to drought in Southwest China were determined. The normalized difference vegetation index (NDVI) and standardized precipitation and evapotranspiration index (SPEI) were used to evaluate the effects of drought on vegetation and determine the response of vegetation to hydrological and climatic changes in different seasons and time scales. The results indicated that from 1970 to 2020, the climate in Southwest China showed a aridity trend with a decreasing rate of 0.024/10a. In autumn, the drought trend intensified, and 90.62% of the study area exhibited a trend toward drought; the most significant drought trend was in Yunnan Province (P < 0.05). On a seasonal level, the NDVI had a downward trend in summer, with a decrease rate of 0.033/10a and an increasing trend in spring, autumn, and winter, with increase rates of 0.016/10a, 0.009/10a, and 0.15/10a, respectively. The areas with the most obvious improvement in vegetation cover were southern Guangxi Province and eastern Sichuan Province, which had the fastest improvement rate, 0.24/10a. The NDVI was most sensitive to the 6 -month SPEI (SPEI_6). The lag time of the NDVI for SPEI at different time scales was 1 month, whereas the lag time for SPEI_6 was up to 2 years. The time delay effect of the NDVI on drought in northwest Sichuan, west Yunnan, southeast Guizhou, and north Guangxi was significantly correlated (P < 0.05). The region with the weakest correlation between the NDVI and SPEI was the agricultural area in eastern Sichuan (P > 0.05). This study provides a crucial theoretical basis for water balance, ecosystem protection, and efficient water resource management in Southwest China
引用
收藏
页码:3447 / 3466
页数:20
相关论文
共 51 条
- [1] Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2014, 34 (10) : 3001 - 3023Begueria, Santiago论文数: 0 引用数: 0 h-index: 0机构: CSIC, EEAD, Zaragoza, Spain CSIC, EEAD, Zaragoza, SpainVicente-Serrano, Sergio M.论文数: 0 引用数: 0 h-index: 0机构: CSIC, IPE, Zaragoza, Spain CSIC, EEAD, Zaragoza, SpainReig, Fergus论文数: 0 引用数: 0 h-index: 0机构: CSIC, IPE, Zaragoza, Spain CSIC, EEAD, Zaragoza, SpainLatorre, Borja论文数: 0 引用数: 0 h-index: 0机构: CSIC, EEAD, Zaragoza, Spain CSIC, EEAD, Zaragoza, Spain
- [2] Spatial and temporal variations in the end date of the vegetation growing season throughout the Qinghai-Tibetan Plateau from 1982 to 2011[J]. AGRICULTURAL AND FOREST METEOROLOGY, 2014, 189 : 81 - 90Che, Mingliang论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaChen, Baozhang论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ British Columbia, Dept Forest Resource Management, Vancouver, BC V6T 1Z4, Canada Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaInnes, John L.论文数: 0 引用数: 0 h-index: 0机构: Univ British Columbia, Dept Forest Resource Management, Vancouver, BC V6T 1Z4, Canada Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaWang, Guangyu论文数: 0 引用数: 0 h-index: 0机构: Univ British Columbia, Dept Forest Resource Management, Vancouver, BC V6T 1Z4, Canada Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaDou, Xianming论文数: 0 引用数: 0 h-index: 0机构: China Univ Min & Technol, Sch Resources & Earth Sci, Xuzhou 221116, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaZhou, Tianmo论文数: 0 引用数: 0 h-index: 0机构: Capital Normal Univ, Key Lab Resources Environm & GIS, Beijing 100048, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaZhang, Huifang论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaYan, Jianwu论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaXu, Guang论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R ChinaZhao, Hongwei论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, IGSNRR, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
- [3] Statistical analyses of spatial and temporal variabilities in total, daytime, and nighttime precipitation indices and of extreme dry/wet association with large-scale circulations of Southwest China, 1961-2016[J]. ATMOSPHERIC RESEARCH, 2019, 219 : 166 - 182Cheng, Qingping论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R ChinaGao, Lu论文数: 0 引用数: 0 h-index: 0机构: Fujian Normal Univ, Inst Geog, Fuzhou 350007, Fujian, Peoples R China Fujian Normal Univ, Fujian Prov Engn Res Ctr Monitoring & Assessing T, Fuzhou 350007, Fujian, Peoples R China Fujian Normal Univ, State Key Lab Subtrop Mt Ecol Funded Minist Sci &, Fuzhou 350007, Fujian, Peoples R China Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R ChinaZuo, Xiaoan论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R ChinaZhong, Fanglei论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R China Univ Chinese Acad Sci, Beijing 100049, Peoples R China Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources Res, Lanzhou 730000, Gansu, Peoples R China
- [4] Spring vegetation green-up date in China inferred from SPOT NDVI data: A multiple model analysis[J]. AGRICULTURAL AND FOREST METEOROLOGY, 2012, 165 : 104 - 113Cong, Nan论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China Peking Univ, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaPiao, Shilong论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China Peking Univ, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100085, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaChen, Anping论文数: 0 引用数: 0 h-index: 0机构: Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaWang, Xuhui论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China Peking Univ, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaLin, Xin论文数: 0 引用数: 0 h-index: 0机构: Chinese Res Inst Environm Sci, State Key Lab Environm Criteria & Risk Assessment, Beijing 100012, Peoples R China Beijing Normal Univ, Coll Water Sci, Beijing 100875, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaChen, Shiping论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Bot, Beijing 100093, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaHan, Shijie论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Appl Ecol, Shenyang 110016, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaZhou, Guangsheng论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Bot, Beijing 100093, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaZhang, Xinping论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China Peking Univ, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
- [5] A SWAT-Copula based approach for monitoring and assessment of drought propagation in an irrigation command[J]. ECOLOGICAL ENGINEERING, 2019, 127 : 417 - 430论文数: 引用数: h-index:机构:Sahoo, Bhabagrahi论文数: 0 引用数: 0 h-index: 0机构: Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, IndiaRaghuwanshi, 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 Indian Inst Technol Kharagpur, Sch Water Resources, Kharagpur, W Bengal, India
- [6] Assessment of NDVI variations in responses to climate change in the Horn of Africa[J]. EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2020, 23 (03) : 249 - 261Ghebrezgabher, Mihretab G.论文数: 0 引用数: 0 h-index: 0机构: Coll Business & Social Sci, Adi Keihi 59, Eritrea Coll Business & Social Sci, Adi Keihi 59, EritreaYang, Taibao论文数: 0 引用数: 0 h-index: 0机构: Lanzhou Univ, Inst Glaciol & Ecogeog, Coll Earth & Environm Sci, Lanzhou 730000, Peoples R China Coll Business & Social Sci, Adi Keihi 59, EritreaYang, Xuemei论文数: 0 引用数: 0 h-index: 0机构: Lanzhou Univ, Inst Glaciol & Ecogeog, Coll Earth & Environm Sci, Lanzhou 730000, Peoples R China Gansu Desert Control Res Inst, Lanzhou 730070, Peoples R China Coll Business & Social Sci, Adi Keihi 59, EritreaSereke, Temesghen Eyassu论文数: 0 引用数: 0 h-index: 0机构: Coll Business & Social Sci, Adi Keihi 59, Eritrea Coll Business & Social Sci, Adi Keihi 59, Eritrea
- [7] Negative impacts of high temperatures on growth of black spruce forests intensify with the anticipated climate warming[J]. GLOBAL CHANGE BIOLOGY, 2016, 22 (02) : 627 - 643Girardin, Martin P.论文数: 0 引用数: 0 h-index: 0机构: Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, CanadaHogg, Edward H.论文数: 0 引用数: 0 h-index: 0机构: No Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 5320 122nd St, Edmonton, AB T6H 3S5, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, CanadaBernier, Pierre Y.论文数: 0 引用数: 0 h-index: 0机构: Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, CanadaKurz, Werner A.论文数: 0 引用数: 0 h-index: 0机构: Forestry Canada, Pacific Forestry Ctr, Canadian Forest Serv, Nat Resources Canada, 506 W Burnside Rd, Victoria, BC V8Z 1M5, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, CanadaGuo, Xiao Jing论文数: 0 引用数: 0 h-index: 0机构: Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, CanadaCyr, Guillaume论文数: 0 引用数: 0 h-index: 0机构: Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, Canada Laurentian Forestry Ctr, Nat Resources Canada, Canadian Forest Serv, 1055 PEPS,POB 10380,Stn St Foy, Quebec City, PQ G1V 4C7, Canada
- [8] A fuzzy model integrating shoreline changes, NDVI and settlement influences for coastal zone human impact classification[J]. APPLIED GEOGRAPHY, 2019, 113Goncalves, Rodrigo Mikosz论文数: 0 引用数: 0 h-index: 0机构: Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, Brazil Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, BrazilSaleem, Ashty论文数: 0 引用数: 0 h-index: 0机构: Curtin Univ, Sch Earth & Planetary Sci, Discipline Spatial Sci, Perth, WA, Australia Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, BrazilQueiroz, Heithor A. A.论文数: 0 引用数: 0 h-index: 0机构: Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, Brazil Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, BrazilAwange, Joseph L.论文数: 0 引用数: 0 h-index: 0机构: Curtin Univ, Sch Earth & Planetary Sci, Discipline Spatial Sci, Perth, WA, Australia Karlsruhe Inst Technol, Geodet Inst, Karlsruhe, Germany Fed Univ Pernambuco UFPE, Dept Cartog Engn, Geodet Sci & Technol Geoinformat Post Grad Progra, Recife, PE, Brazil
- [9] Drought impacts on vegetation activity in the Mediterranean region: An assessment using remote sensing data and multi-scale drought indicators[J]. GLOBAL AND PLANETARY CHANGE, 2017, 151 : 15 - 27Gouveia, C. M.论文数: 0 引用数: 0 h-index: 0机构: Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, Portugal Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, PortugalTrigo, R. M.论文数: 0 引用数: 0 h-index: 0机构: Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, Portugal Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, PortugalBegueria, S.论文数: 0 引用数: 0 h-index: 0机构: CSIC, Estn Expt Aula Dei, Zaragoza, Spain Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, PortugalVicente-Serrano, S. M.论文数: 0 引用数: 0 h-index: 0机构: CSIC, Inst Pirenaico Ecol, Zaragoza, Spain Univ Lisbon, Fac Ciencias, Inst Dom Luis, Campo Grande Edificio C8,Piso 3,Sala 8-3-03, P-1749016 Lisbon, Portugal
- [10] Vegetation response to climate zone dynamics and its impacts on surface soil water content and albedo in China[J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 747 (747)Guan, Yanlong论文数: 0 引用数: 0 h-index: 0机构: North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China Univ Helsinki, Dept Geosci & Geog, Helsinki, Finland North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaLu, Hongwei论文数: 0 引用数: 0 h-index: 0机构: North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaYin, Chuang论文数: 0 引用数: 0 h-index: 0机构: North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaXue, Yuxuan论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaJiang, Yelin论文数: 0 引用数: 0 h-index: 0机构: Univ Connecticut, Dept Civil & Environm Engn, Storrs, CT USA North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaKang, Yu论文数: 0 引用数: 0 h-index: 0机构: North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaHe, Li论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin, Peoples R China North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R ChinaHeiskanen, Janne论文数: 0 引用数: 0 h-index: 0机构: Univ Helsinki, Dept Geosci & Geog, Helsinki, Finland Univ Helsinki, Fac Sci, Inst Atmospher & Earth Syst Res, Helsinki, Finland North China Elect Power Univ, Sch Renewable Energy, Beijing, Peoples R China