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Spatiotemporal Variations of Soil Temperature at 10 and 50 cm Depths in Permafrost Regions along the Qinghai-Tibet Engineering Corridor 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 2
作者:  Jiao, Mengdi;  Zhao, Lin;  Wang, Chong;  Hu, Guojie;  Li, Yan;  Zhao, Jianting;  Zou, Defu;  Xing, Zanpin;  Qiao, Yongping;  Liu, Guangyue;  Du, Erji;  Xiao, Minxuan;  Hou, Yingxu
收藏  |  浏览/下载：23/0  |  提交时间：2024/03/01
Qinghai-Tibet corridor  reanalysis data  soil temperature  data correction  warming rate  
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：32/0  |  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  
Phenology of heat waves over India 期刊论文
, 2020, 卷号: 245
作者:  Satyanarayana G.C.;  Rao D.V.B.
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/28
Atmospheric movements  Climate models  Global warming  Heat radiation  Radiant heating  Risk assessment  Atmospheric circulation  Climate model simulations  Indian subcontinents  Maximum temperature  Radiative heating  Soil temperature data  Surface air temperatures  Vulnerability assessments  Atmospheric temperature  air temperature  atmospheric circulation  climate modeling  computer simulation  global warming  heat wave  phenology  radiative transfer  soil temperature  vulnerability  India  
Spatiotemporal variability of snow cover and snow water equivalent in the last three decades over Eurasia 期刊论文
JOURNAL OF HYDROLOGY, 2018, 卷号: 559
作者:  Zhang, Yinsheng;  Ma, Ning
收藏  |  浏览/下载：30/0  |  提交时间：2022/06/21
SOIL-MOISTURE  SIBERIAN SNOW  ARCTIC OSCILLATION  TIBETAN PLATEAU  DEPTH DATA  CLIMATE  WINTER  TEMPERATURE  PRODUCTS  RAINFALL