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Changes of potential evapotranspiration and its sensitivity across China under future climate scenarios 期刊论文
Atmospheric Research, 2021, 卷号: 261
作者:  Zeng P.;  Sun F.;  Liu Y.;  Feng H.;  Zhang R.;  Che Y.
收藏  |  浏览/下载:32/0  |  提交时间:2021/11/15
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者:  Jing W.;  Di L.;  Zhao X.;  Yao L.;  Xia X.;  Liu Y.;  Yang J.;  Li Y.;  Zhou C.
收藏  |  浏览/下载:32/0  |  提交时间:2020/07/28
Decision trees  Digital storage  Evapotranspiration  Geodetic satellites  Groundwater  Learning systems  Soil moisture  Surface measurement  Water conservation  Water supply  Data-driven approach  Ensemble learning algorithm  Gravity recovery and climate experiment satellites  Groundwater storage  Land surface modeling  Machine learning models  Terrestrial water storage  Variable importances  Learning algorithms  
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:28/0  |  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  
Impacts of climate change on hydrology in the Yellow River Source Region; China 期刊论文
Journal of Water and Climate Change, 2020, 卷号: 11, 期号: 3
作者:  Jin J.;  Wang G.;  Zhang J.;  Yang Q.;  Liu C.;  Liu Y.;  Bao Z.;  He R.
收藏  |  浏览/下载:2/0  |  提交时间:2020/11/23
Incorporating climate effects in Larix gmelinii improves stem taper models in the Greater Khingan Mountains of Inner Mongolia, northeast China 期刊论文
Forest Ecology and Management, 2020, 卷号: 464
作者:  Liu Y.;  Trancoso R.;  Ma Q.;  Yue C.;  Wei X.;  Blanco J.A.
收藏  |  浏览/下载:4/0  |  提交时间:2020/12/08
Impacts of climate change on hydrology in the Yellow River Source Region, China 期刊论文
Journal of Water and Climate Change, 2020, 卷号: 11, 期号: 3
作者:  Jin J.;  Wang G.;  Zhang J.;  Yang Q.;  Liu C.;  Liu Y.;  Bao Z.;  He R.
收藏  |  浏览/下载:1/0  |  提交时间:2020/12/08
Plant hydraulics accentuates the effect of atmospheric moisture stress on transpiration 期刊论文
Nature Climate Change, 2020, 卷号: 10, 期号: 7
作者:  Liu Y.;  Kumar M.;  Katul G.G.;  Feng X.;  Konings A.G.
收藏  |  浏览/下载:17/0  |  提交时间:2020/10/26
Estimating the response of hydrological regimes to future projections of precipitation and temperature over the upper Yangtze River 期刊论文
Atmospheric Research, 2019, 卷号: 230
作者:  Yang X.;  Yu X.;  Wang Y.;  Liu Y.;  Zhang M.;  Ren L.;  Yuan F.;  Jiang S.
收藏  |  浏览/下载:28/0  |  提交时间:2021/01/18
Linkages between mid-latitude cirrus cloud properties and large-scale meteorology at the SACOL site 期刊论文
Climate Dynamics, 2019, 卷号: 53, 期号: 2020-07-08
作者:  Ge J.;  Wang Z.;  Liu Y.;  Su J.;  Wang C.;  Dong Z.
收藏  |  浏览/下载:2/0  |  提交时间:2020/11/23
Precipitation downscaling using a probability-matching approach and geostationary infrared data: An evaluation over six climate regions 期刊论文
Hydrology and Earth System Sciences, 2018, 卷号: 22, 期号: 7
作者:  Guo R.;  Liu Y.;  Zhou H.;  Zhu Y.
收藏  |  浏览/下载:2/0  |  提交时间:2021/01/06