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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：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  
Taiwanese rainfall variability associated with large-scale climate phenomena 期刊论文
, 2020, 卷号: 135
作者:  Lee J.H.;  Yang C.-Y.;  Julien P.Y.
收藏  |  浏览/下载：26/0  |  提交时间：2020/07/28
Atmospheric pressure  Climatology  Oceanography  Regression analysis  Storms  Surface waters  Tropics  Correlation and regression analysis  ENSO  Hydroclimatic variables  Positive correlations  Rainfall variability  Sea surface temperatures  Teleconnections  Western North Pacific  Rain  air-sea interaction  atmospheric circulation  El Nino-Southern Oscillation  extratropical environment  Indian Ocean Dipole  oceanic circulation  precipitation intensity  rainfall  sea surface temperature  teleconnection  time series  tropical cyclone  Pacific Ocean  Pacific Ocean (North)  Pacific Ocean (Tropical)  Taiwan  
Reflecting on species diversity and regeneration dynamics of scientific forest management practices in Nepal 期刊论文
, 2020, 卷号: 474
作者:  Awasthi N.;  Aryal K.;  Bahadur Khanal Chhetri B.;  Bhandari S.K.;  Khanal Y.;  Gotame P.;  Baral K.
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/28
Biodiversity  Ecosystems  Productivity  Regression analysis  Timber  Correlation and regression analysis  Forest management practices  Intensive management  Permanent sample plots  Regeneration dynamics  Silvicultural practices  Stratified random sampling  Sustainable forest management  Reforestation  basal area  forest management  forestry  forestry production  implementation process  management practice  policy making  regeneration  species diversity  stand structure  Biodiversity  Ecosystems  Productivity  Reforestation  Regression Analysis  Sustainable Forest Management  Nepal  Shorea robusta  
Cirrus-induced shortwave radiative effects depending on their optical and physical properties: Case studies using simulations and measurements 期刊论文
, 2020, 卷号: 246
作者:  Córdoba-Jabonero C.;  Gómez-Martín L.;  del Águila A.;  Vilaplana J.M.;  López-Cayuela M.-Á.;  Zorzano M.-P.
收藏  |  浏览/下载：32/0  |  提交时间：2020/07/28
Climate change  Clouds  Ice  Infrared devices  NASA  Particle size analysis  Physical properties  Regression analysis  Solar radiation  Aerosol-cloud interaction  Backscattering ratio  Correlation coefficient  Linear depolarization ratios  Radiative transfer model  Simulations and measurements  Solar radiation measurements  SW Iberian Peninsula  Optical radar  cirrus  computer simulation  lidar  measurement method  optical depth  optical property  physical property  radiative transfer  shortwave radiation  solar radiation