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Future variation in mountainous discharge in arid northwestern China: A basin case study 期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2021, 卷号: 18, 期号: 9
作者:  Wu Lei;  Li Chang-bin;  Xie Xu-hong;  Lv Jia-nan;  Wei Jian-mei;  Zhou Xuan;  Yang Lin-shan
收藏  |  浏览/下载：29/0  |  提交时间：2022/04/28
STATISTICAL DOWNSCALING METHODS  INLAND RIVER-BASIN  1.5 DEGREES-C  CLIMATE-CHANGE  REGIONAL CLIMATE  SPATIOTEMPORAL CHARACTERISTICS  TEMPERATURE EXTREMES  UNCERTAINTY ANALYSIS  GCM SIMULATIONS  TIBETAN PLATEAU  
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  
Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 4-6, 页码: 1035-1056
作者:  MoradiKhaneghahi, Mahsa;  Lee, Taesam;  Singh, Vijay P.
收藏  |  浏览/下载：39/0  |  提交时间：2019/10/08
Artificial neural network  Extreme learning machine  Feature selection  Stepwise  Temperature downscaling  
Climate warming will not decrease perceived low-temperature extremes in China 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 52, 期号: 9-10, 页码: 5641-5656
作者:  Zhu, Jinxin;  Huang, Gordon;  Baetz, Brian;  Wang, Xiuquan;  Cheng, Guanhui
收藏  |  浏览/下载：16/0  |  提交时间：2019/10/08
Temperature and extremes  Wind chill  Dynamical downscaling  China  RCPs  
Long-term precipitation trends and climate extremes in the Kelani River basin, Sri Lanka, and their impact on streamflow variability under climate change 期刊论文
PADDY AND WATER ENVIRONMENT, 2019, 卷号: 17, 期号: 2, 页码: 281-289
作者:  Dissanayaka, K. D. C. R.;  Rajapakse, R. L. H. L.
收藏  |  浏览/下载：22/0  |  提交时间：2019/10/08
Climate change  Extremes  Kelani River basin  Precipitation temperature streamflow trends  Statistical downscaling  
Future projections of temperature changes in Ottawa, Canada through stepwise clustered downscaling of multiple GCMs under RCPs 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 52, 期号: 5-6, 页码: 3455-3470
作者:  Zhai, Yuanyuan;  Huang, Gordon;  Wang, Xiuquan;  Zhou, Xiong;  Lu, Chen;  Li, Zoe
收藏  |  浏览/下载：35/0  |  提交时间：2019/10/08
Stepwise clustered downscaling  Temperature  Ottawa  Multiple GCMs  Climate change  Impact studies  
Future predictions of precipitation and temperature in Iraq using the statistical downscaling model 期刊论文
ARABIAN JOURNAL OF GEOSCIENCES, 2019, 卷号: 12, 期号: 2
作者:  Al-Mukhtar, Mustafa;  Qasim, Mariam
收藏  |  浏览/下载：32/0  |  提交时间：2019/10/08
Statistical downscaling  Projections  Precipitation  Temperature  Iraq  
Projected changes in climate and hydrological regimes of the Western Siberian lowlands 期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2019, 卷号: 78, 期号: 2
作者:  Sada, Rajesh;  Schmalz, Britta;  Kiesel, Jens;  Fohrer, Nicola
收藏  |  浏览/下载：24/0  |  提交时间：2019/10/08
Temperature change  Precipitation change  Statistical downscaling  Hydrological modelling  Western Siberia