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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  
Appraisal of hydro-meteorological factors during extreme precipitation event: case study of Kedarnath cloudburst, Uttarakhand, India 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 2
作者:  Pratap S.;  Srivastava P.K.;  Routray A.;  Islam T.;  Mall R.K.
收藏  |  浏览/下载：14/0  |  提交时间：2021/09/01
Cloudburst  Digital elevation model (DEM)  Principal component analysis  Seriation analysis  Weather Research and Forecasting  
Long term anthropogenic enrichment of soil organic matter stocks in forest soils – Detecting a legacy of historical charcoal production 期刊论文
, 2020, 卷号: 459
作者:  Bonhage A.;  Hirsch F.;  Schneider A.;  Raab A.;  Raab T.;  Donovan S.
收藏  |  浏览/下载：25/0  |  提交时间：2020/07/28
Biogeochemistry  Carbon  Charcoal  Forestry  Mapping  Organic compounds  Surveys  Charcoal fragments  Charcoal production  Digital elevation model  Ground surveys  Natural forests  Soil organic matters  Soil property  Statistical uncertainty  Soils  anthropogenic effect  charcoal  deciduous forest  dendrochronology  digital elevation model  enrichment  forest soil  geometry  long-term change  soil organic matter  soil property  Carbon  Charcoal  Forestry  Mapping  Organic Compounds  Surveys  Brandenburg [Germany]  Germany  
Remote sensing-based river discharge estimation for a small river flowing over the high mountain regions of the Tibetan Plateau 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 9
作者:  Kebede, Mulugeta Genanu;  Wang, Lei;  Li, Xiuping;  Hu, Zhidan
收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21
DIGITAL ELEVATION MODEL  WATER INDEX NDWI  SATELLITE ALTIMETRY  RATING CURVES  RUNOFF  BASIN  LAKES  UNCERTAINTY  STREAMFLOW  IMAGERY  
Discharge Estimates for Ungauged Rivers Flowing over Complex High-Mountainous Regions based Solely on Remote Sensing-Derived Datasets 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 7
作者:  Kebede, Mulugeta Genanu;  Wang, Lei;  Yang, Kun;  Chen, Deliang;  Li, Xiuping;  Zeng, Tian;  Hu, Zhidan
收藏  |  浏览/下载：39/0  |  提交时间：2022/06/21
SATELLITE RADAR ALTIMETRY  SYNTHETIC-APERTURE RADAR  DIGITAL ELEVATION MODEL  FRESH-WATER DISCHARGE  WETLAND DYNAMICS  INUNDATION AREA  INDEX NDWI  CALIBRATION  RUNOFF  BASIN