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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 |
| Using storage selection functions to assess mixing patterns and water ages of soil water, evaporation and transpiration 期刊论文 , 2020, 卷号: 141 作者: Smith A.A.; Tetzlaff D.; Soulsby C. 收藏  |  浏览/下载:33/0  |  提交时间:2020/07/28 Catchments Soil moisture Surface waters Transpiration Vegetation Catchment scale Flow and transport Ground water recharge Selection function Soil-vegetation Stable isotopes Temporal variability Vegetation systems Recharging (underground waters) evaporation residence time soil depth soil water soil-vegetation interaction temporal variation transpiration water flux water storage |
| Spatial distribution of tree species in mountain national parks depends on geomorphology and climate 期刊论文 , 2020, 卷号: 474 作者: Dyderski M.K.; Pawlik Ł. 收藏  |  浏览/下载:35/0  |  提交时间:2020/07/28 Biomass Climate change Climate models Decision trees Forestry Landforms Plants (botany) Productivity Above ground biomass Climatic limitations Conservation prioritization Landscape properties National park systems Picea Abies (L.) Karst Species distributions Topographic wetness index Population distribution aboveground biomass air-soil interaction anthropogenic effect climate change climate effect geomorphology national park soil-vegetation interaction spatial distribution tree Biomass Distribution Forestry Impact Productivity Sites Soil Trees Norway Poland [Central Europe] Fagus sylvatica Picea abies |
| Identifying the spatial drivers and scale-specific variations of soil organic carbon in tropical ecosystems: A case study from Knuckles Forest Reserve in Sri Lanka 期刊论文 , 2020, 卷号: 474 作者: Rajapaksha R.P.S.K.; Karunaratne S.B.; Biswas A.; Paul K.; Madawala H.M.S.P.; Gunathilake S.K.; Ratnayake R.R. 收藏  |  浏览/下载:34/0  |  提交时间:2020/07/28 Climate change Forestry Functions Organic carbon Signal processing Soils Spectrum analysis Tropics Vegetation Climate change mitigation Correlation coefficient Ecosystem functioning Empirical Mode Decomposition Intrinsic Mode functions Knuckles forest reserves Lower frequency oscillations Mathematical analysis Ecosystems carbon sequestration climate change ecosystem function forest ecosystem forest soil grassland soil nutrient dynamics soil carbon soil depth soil organic matter tropical forest vegetation type Carbon Control Systems Ecosystems Forestry Mathematical Analysis Plants Tropics Variations Central Province [Sri Lanka] Knuckles Massif Sri Lanka |
| Logging-debris and vegetation-control treatments influence competitive relationships to limit 15-year productivity of coast Douglas-fir in western Washington and Oregon 期刊论文 , 2020, 卷号: 473 作者: Harrington T.B.; Slesak R.A.; Dollins J.P.; Schoenholtz S.H.; Peter D.H. 收藏  |  浏览/下载:28/0  |  提交时间:2020/07/28 Piles Productivity Reforestation Soils Vegetation Control treatments Forest productivity Long term soil productivity Pseudotsuga menziesii Soil chemical property Stand characteristics Survival and growth Vegetation control Debris dicotyledon dispersal disturbance forestry practice forestry production harvesting shrub soil nutrient tree Abies Control Systems Plants Productivity Pseudotsuga Menziesii Reforestation Soil District of Columbia Oregon United States Washington [District of Columbia] Cytisus scoparius Gaultheria shallon Pseudotsuga Pseudotsuga menziesii Pseudotsuga menziesii var. menziesii Rubus Rubus ursinus |
| Are vegetation-soil systems drivers of ecosystem carbon contents along an elevational gradient in a highland temperate forest? 期刊论文 CANADIAN JOURNAL OF FOREST RESEARCH, 2019, 卷号: 49, 期号: 3, 页码: 296-304 作者: Jasso-Flores, Isela; Galicia, Leopoldo; Garcia-Oliva, Felipe; Martinez-Yrizar, Angelina 收藏  |  浏览/下载:33/0  |  提交时间:2019/10/08 biomass and carbon stocks elevational gradient vegetation-soil systems temperate forest |
| Unanticipated uses of the global positioning system 期刊论文 , 2019, 卷号: 47 作者: Larson K.M. 收藏  |  浏览/下载:23/0  |  提交时间:2020/07/28 Digital storage Earthquakes Floods Groundwater Groundwater resources Hazards Hydrology Satellite antennas Seismology Snow Snow melting systems Soil moisture Tide gages Tides Tsunamis Vegetation Volcanoes Water content Water levels Crustal deformations Cryosphere Glacial Isostatic Adjustments Navigation constellations Resource assessments Terrestrial water storage Vegetation water content Vertical coordinates Global positioning system crustal deformation cryosphere earthquake rupture GPS ground motion hazard assessment hydrology instrumentation navigation plate motion real time satellite data seismology signal tectonic plate tide warning system |