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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：37/0 | 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 |
| A comparative assessment of the vertical distribution of forest components using full-waveform airborne, discrete airborne and discrete terrestrial laser scanning data 期刊论文
, 2020, 卷号: 473
作者: Crespo-Peremarch P.; Fournier R.A.; Nguyen V.-T.; van Lier O.R.; Ruiz L.Á.
收藏 | 浏览/下载：47/0 | 提交时间：2020/07/28
Electromagnetic wave backscattering Forestry Laser applications Object detection Scanning Vegetation Airborne Laser scanning Backscattered signal Comparative assessment Mediterranean forest Terrestrial laser scanning Understory vegetation Vertical distributions Vertical profile Surveying instruments airborne survey assessment method boreal forest comparative study coniferous tree laser method lidar satellite data understory vegetation type vertical distribution Data Density Distribution Forestry Plants Reduction Scanning Mediterranean Region Coniferophyta |
| Terrestrial laser scanning for non-destructive estimates of liana stem biomass 期刊论文
, 2020, 卷号: 456
作者: Krishna Moorthy S.M.; Raumonen P.; Van den Bulcke J.; Calders K.; Verbeeck H.
收藏 | 浏览/下载：54/0 | 提交时间：2020/07/28
Biology Biomass Laser applications Reforestation Scanning Seebeck effect Steel beams and girders Tropics Allometric equations Correlation coefficient Forest biomass Long term monitoring Management strategies Quantitative structures Terrestrial laser scanning Tropical forest Surveying instruments aboveground biomass allometry biomass correlation forest management laser method monitoring system quantitative analysis sapling Biology Biomass Equations Estimates Forests Reforestation Scanning Tropics French Guiana Nouragues |
| Assessing the effects of thinning on stem growth allocation of individual Scots pine trees 期刊论文
, 2020, 卷号: 474
作者: Saarinen N.; Kankare V.; Yrttimaa T.; Viljanen N.; Honkavaara E.; Holopainen M.; Hyyppä J.; Huuskonen S.; Hynynen J.; Vastaranta M.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Antennas Ecology Image reconstruction Mechanical variables measurement Plants (botany) Seebeck effect Surveying instruments Unmanned aerial vehicles (UAV) Diameter-at-breast heights Effects of thinning Growing conditions Quantitative assessments Terrestrial laser scanning Thinning intensity Thinning treatment Threedimensional (3-d) Forestry biomass allocation boreal forest forest management growth morphology pine stem thinning unmanned vehicle Ecology Forestry Growth Pinus Sylvestris Shape Thinning Trees Pinus sylvestris |
| Coupling terrestrial laser scanning with 3D fuel biomass sampling for advancing wildland fuels characterization 期刊论文
, 2020, 卷号: 462
作者: Rowell E.; Loudermilk E.L.; Hawley C.; Pokswinski S.; Seielstad C.; Queen L.L.; O'Brien J.J.; Hudak A.T.; Goodrick S.; Hiers J.K.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Computational fluid dynamics Ecosystems Fire protection Fires Fuels Laser applications Remote sensing Seebeck effect Steel beams and girders Three dimensional computer graphics Vegetation Field sampling High resolution Sampling method Sampling technique Spatial patterns Terrestrial laser scanning Three dimensions Vegetation feedbacks Surveying instruments computational fluid dynamics fire behavior laser method porosity remote sensing sampling three-dimensional modeling wilderness area wildfire Ecosystems Fire Protection Fires Fuels Plants Remote Sensing Poaceae |
| Detecting dynamics and variations of crown asymmetry induced by natural gaps in a temperate secondary forest using terrestrial laser scanning 期刊论文
, 2020, 卷号: 473
作者: Lu D.; Zhu J.; Wu D.; Chen Q.; Yu Y.; Wang J.; Zhu C.; Liu H.; Gao T.; Wang G.G.
收藏 | 浏览/下载：45/0 | 提交时间：2020/07/28
Facings Hardwoods Laser applications Steel beams and girders Surveying instruments Crown asymmetry Forest interiors Forest succession Gap-filling process Growth dynamics Secondary forests Selective harvesting Terrestrial laser scanning Reforestation asymmetry canopy architecture detection method gap dynamics induced response laser method regeneration secondary forest temperate forest timber harvesting Asymmetry Facings Formation Hardwoods Reforestation Trees Variations Wood Density Acer mono Juglans mandshurica |
| Savanna vegetation structure in the Brazilian Cerrado allows for the accurate estimation of aboveground biomass using terrestrial laser scanning 期刊论文
, 2020, 卷号: 458
作者: Zimbres B.; Shimbo J.; Bustamante M.; Levick S.; Miranda S.; Roitman I.; Silvério D.; Gomes L.; Fagg C.; Alencar A.
收藏 | 浏览/下载：48/0 | 提交时间：2020/07/28
Biomass Forestry Laser applications Mean square error Optical radar Seebeck effect Steel beams and girders Thallium Vegetation Allometric equations Carbon stocks Forest Terrestrial lidars Three-dimensional model Surveying instruments aboveground biomass accuracy assessment carbon sequestration cerrado forest ecosystem laser method lidar savanna three-dimensional modeling vegetation structure Biomass Estimation Forestry Height Plants Thallium |
