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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 |