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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  
Optical interpretation of oil emulsions in the ocean – Part II: Applications to multi-band coarse-resolution imagery 期刊论文
Remote Sensing of Environment, 2020, 卷号: 242
作者:  Lu Y.;  Shi J.;  Hu C.;  Zhang M.;  Sun S.;  Liu Y.
收藏  |  浏览/下载:0/0  |  提交时间:2021/05/24
Incorporating climate effects in Larix gmelinii improves stem taper models in the Greater Khingan Mountains of Inner Mongolia, northeast China 期刊论文
, 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:22/0  |  提交时间:2020/07/28
Autocorrelation  Budget control  Carbon  Forecasting  Forestry  Timber  Mean annual precipitation  Mean annual temperatures  Nonlinear mixed effects  Stem form  Taper function  Climate models  accuracy assessment  carbon sequestration  climate effect  deciduous forest  diameter  forestry modeling  precipitation (climatology)  silviculture  stem  temperature effect  timber  Carbon  Cost Control  Forecasts  Forestry  Forests  Maps  Models  Trees  China  Da Hinggan Mountains  Nei Monggol  Larix gmelinii  
Inconsistent diversity patterns of soil fungi and woody plants among habitat types in a karst broadleaf forest 期刊论文
, 2020, 卷号: 474
作者:  Peng W.;  Song T.;  Du H.;  Chen H.;  Zeng F.;  Liu Y.;  Luo Y.;  Tan W.
收藏  |  浏览/下载:27/0  |  提交时间:2020/07/28
Ecosystems  Forestry  Landforms  Soils  Broadleaf forest  Field investigation  Fungal diversity  Fungal species  Pathogenic fungi  Simpson indices  Southwest China  Species turnover  Fungi  broad-leaved forest  functional role  fungus  karst  montane forest  nestedness  soil microorganism  species diversity  species richness  woody plant  Ecosystems  Forestry  Functional Groups  Fungi  Patterns  Plants  Soil  Trees  China  Fungi  
Random forest models for PM2.5 speciation concentrations using MISR fractional AODs 期刊论文
Environmental Research Letters, 2020, 卷号: 15, 期号: 3
作者:  Geng G.;  Meng X.;  He K.;  Liu Y.
收藏  |  浏览/下载:11/0  |  提交时间:2020/12/08
Inconsistent diversity patterns of soil fungi and woody plants among habitat types in a karst broadleaf forest 期刊论文
Forest Ecology and Management, 2020, 卷号: 474
作者:  Peng W.;  Song T.;  Du H.;  Chen H.;  Zeng F.;  Liu Y.;  Luo Y.;  Tan W.
收藏  |  浏览/下载:33/0  |  提交时间:2020/12/08
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
Extraction of connected river networks from multi-temporal remote sensing imagery using a path tracking technique 期刊论文
Remote Sensing of Environment, 2020, 卷号: 246
作者:  Chen H.;  Liang Q.;  Liang Z.;  Liu Y.;  Ren T.
收藏  |  浏览/下载:1/0  |  提交时间:2021/05/24