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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