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Bias-corrections on aridity index simulations of climate models by observational constraints 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2022, 卷号: 42, 期号: 2
作者:  Yu, Haipeng;  Zhang, Qiang;  Wei, Yun;  Liu, Chenxi;  Ren, Yu;  Yue, Ping;  Zhou, Jie
收藏  |  浏览/下载：44/0  |  提交时间：2022/04/28
POTENTIAL EVAPOTRANSPIRATION  SPATIAL VARIABILITY  DOWNSCALING MODEL  SYSTEMATIC-ERROR  PRECIPITATION  SURFACE  PREDICTION  CHINA  EXPANSION  FORECASTS  
Do increasing horizontal resolution and downscaling approaches produce a skillful thunderstorm forecast? 期刊论文
Natural Hazards, 2021
作者:  Priya K.;  Nadimpalli R.;  Osuri K.K.
收藏  |  浏览/下载：31/0  |  提交时间：2021/09/01
ARW model  Downscaling  Horizontal resolution  Indian region  Urban Thunderstorms  
Assessment of future climate change impact on rainfed wheat yield in the semi-arid Eastern High Plain of Algeria using a crop model 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者:  Kourat T.;  Smadhi D.;  Mouhouche B.;  Gourari N.;  Mostofa Amin M.G.;  Bryant C.R.
收藏  |  浏览/下载：23/0  |  提交时间：2021/09/01
AquaCrop model  Downscaling climate data  Evapotranspiration  RCP scenarios  Sowing date  Wheat water productivity  
Improving China's summer precipitation prediction in 2020 by observational constrained bias correction 期刊论文
THEORETICAL AND APPLIED CLIMATOLOGY, 2021, 卷号: 145, 期号: 3-4
作者:  Wei, Yun;  Yu, Haipeng;  Huang, Jianping;  Liu, Xiaoyue;  Zhou, Jie
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
YANGTZE-RIVER VALLEY  DYNAMICAL SEASONAL PREDICTION  MIDDLE-LOWER REACHES  SYSTEMATIC-ERROR  INTERDECADAL VARIABILITY  STATISTICAL CORRECTION  DOWNSCALING MODEL  EAST-ASIA  RAINFALL  MONSOON  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：33/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
A new two-stage multivariate quantile mapping method for bias correcting climate model outputs 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 53, 期号: 5-6, 页码: 3603-3623
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang;  Shen, Mingxi;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载：47/0  |  提交时间：2019/10/08
Bias correction  Inter-variable correlation  Statistical downscaling  Climate change  Global climate model  
Climate change impacts on asphalt road pavement construction and maintenance: An economic life cycle assessment of adaptation measures in the State of Virginia, United States 期刊论文
JOURNAL OF INDUSTRIAL ECOLOGY, 2019
作者:  Qiao, Yaning;  Santos, Joao;  Stoner, Anne M. K.;  Flinstch, Gerardo
收藏  |  浏览/下载：36/0  |  提交时间：2019/10/08
adaptation  climate change  climate model downscaling  flexible pavement  life-cycle cost analysis  maintenance effects  
Simulation of streamflow with statistically downscaled daily rainfall using a hybrid of wavelet and GAMLSS models 期刊论文
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2019, 卷号: 64, 期号: 11, 页码: 1327-1339
作者:  Rashid, Md Mamunur;  Beecham, Simon
收藏  |  浏览/下载：21/0  |  提交时间：2019/10/08
statistical downscaling  GAMLSS  rainfall-streamflow  wavelet transform  general circulation model  
A cultivated area forecasting approach in artificial oases under climate change and human activities 期刊论文
JOURNAL OF ARID LAND, 2019, 卷号: 11, 期号: 3, 页码: 400-418
作者:  Zhang, Shaobo;  Chen, Fulong;  Chen, Jie;  Wang, Jing;  Li, Shaofei;  Long, Aihua
收藏  |  浏览/下载：51/0  |  提交时间：2019/10/08
GCM downscaling  hydrological model  cultivated area  climate change  human activities  Manas River Basin  
Climatic characteristics of heat waves under climate change: a case study of mid-latitudes, Iran 期刊论文
ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2019, 卷号: 21, 期号: 2, 页码: 637-656
作者:  Abbasnia, Mohsen
收藏  |  浏览/下载：32/0  |  提交时间：2019/10/08
Climate change effects  Heat wave changes  Statistical downscaling model  Iran