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Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Lu, Yijie;  Zhang, Zhen;  Shangguan, Donghui;  Yang, Junhua
收藏  |  浏览/下载:15/0  |  提交时间:2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
Growth and resource allocation of juvenile European beech and sycamore maple along light availability gradients in uneven-aged forests 期刊论文
, 2020, 卷号: 474
作者:  Brüllhardt M.;  Rotach P.;  Bigler C.;  Nötzli M.;  Bugmann H.
收藏  |  浏览/下载:22/0  |  提交时间:2020/07/28
Ecosystems  Mean square error  Strategic planning  Continuous cover forestries  European beech (fagus sylvatica l.)  Height-to-diameter ratio  Light transmittance  Linear mixed-effects model  Morphological response  Root mean square errors  Sustainable provision  Reforestation  basal area  competitive ability  deciduous tree  forest inventory  forest management  growth rate  juvenile  light availability  regrowth  resource allocation  shade tolerance  silviculture  stand structure  understory  Acer Pseudoplatanus  Ecosystems  Fagus Sylvatica  Height  Reforestation  Secondary Growth  Transmittance  Acer pseudoplatanus  Fagus  Fagus sylvatica  
A key tree species for forest biodiversity, European aspen (Populus tremula), is rapidly declining in boreal old-growth forest reserves 期刊论文
, 2020, 卷号: 462
作者:  Hardenbol A.A.;  Junninen K.;  Kouki J.
收藏  |  浏览/下载:26/0  |  提交时间:2020/07/28
Biodiversity  Cell proliferation  Conservation  Dynamics  Ecology  Environmental protection  Edge effect  Forest dynamics  Herbivory  Protected areas  Resource limitations  Tree recruitments  Forestry  biodiversity  boreal forest  browsing  coniferous tree  forest inventory  herbivory  old-growth forest  protected area  size distribution  species richness  succession  Biodiversity  Conservation  Dynamics  Ecology  Forestry  Populus Tremula  Recruitment  Trees  Finland  Populus tremula  
Comparing the predictions of gap model with vegetation and disturbance data in south-eastern Canadian mixed forests 期刊论文
, 2020, 卷号: 455
作者:  Elzein T.;  Larocque G.R.;  Sirois L.;  Arseneault D.
收藏  |  浏览/下载:42/0  |  提交时间:2020/07/28
Cell proliferation  Risk assessment  Compositional changes  Deciduous species  Disturbance history  Forest simulation  Human disturbances  Northern white cedar  Regeneration strategies  Stand development  Reforestation  anthropogenic effect  basal area  coniferous tree  disturbance  ecological modeling  forest inventory  mixed forest  model validation  mortality  vegetative reproduction  Acer Saccharum  Data  Forests  Reforestation  Risk Assessment  Simulation  Thuja Occidentalis  Canada  Quebec [Canada]  Abies balsamea  Acer rubrum  Acer saccharum  Betula pendula  Picea glauca  Thuja occidentalis  
Estimating the changes in tree carbon stocks in Galician forests (NW Spain) between 1972 and 2009 期刊论文
, 2020, 卷号: 467
作者:  Gómez-García E.
收藏  |  浏览/下载:21/0  |  提交时间:2020/07/28
Biomass  Carbon  Magnesium  Biomass equations  Carbon content  Carbon stocks  Diameter class  National forest inventories  Number of trees  Producing areas  Tree species  Forestry  aboveground biomass  carbon storage  coniferous tree  estimation method  forest ecosystem  forest inventory  forestry production  harvesting  Area  Biomass  Carbon  Data  Forestry  Increments  Magnesium  Trees  Galicia [Spain]  Spain  
Disentangling mechanisms of early succession following harvest: Implications for climate change adaptation in Canada's boreal-temperate forests 期刊论文
, 2020, 卷号: 461
作者:  Taylor A.R.;  Endicott S.;  Hennigar C.
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/28
Atmospheric radiation  Climate models  Digital storage  Forecasting  Harvesting  Learning systems  Mechanisms  Plants (botany)  Reforestation  Climate change adaptation  Direct regeneration  Machine learning techniques  Partial cutting  Radiative forcings  Regeneration  Succession  Sustainable forest management  Climate change  adaptive management  boreal forest  climate change  cutting (process)  dominance  forest inventory  forest management  forestry  regeneration  succession  sustainability  temperate forest  timber harvesting  Abies Lasiocarpa  Acer Rubrum Tridens  Cutting  Forecasts  Harvesting  Reforestation  Sustainable Forest Management  Acadia  Canada  Abies balsamea  Acer rubrum  Acer saccharum  Betula  Picea mariana  Picea rubens  Populus  
Forest inventory attributes predict the occurrence of cavities suitable for nesting by Wood Ducks (Aix sponsa) 期刊论文
, 2020, 卷号: 461
作者:  Zlonis E.J.;  Berdeen J.B.;  St-Louis V.
收藏  |  浏览/下载:38/0  |  提交时间:2020/07/28
Birds  Ecosystems  Forecasting  Large dataset  Regression analysis  Wood  Cavity-nesting  Characteristic curve  Diameter-at-breast heights  Forest inventory data  Forest management practices  Logistic regression models  Management strategies  Tree cavities  Forestry  bird  cavity  forest inventory  forest management  landscape  management practice  tree  waterfowl  Birds  Ecosystems  Forecasts  Forestry  Regression Analysis  Wood  Minnesota  United States  Acer saccharum  Aix  Aix sponsa  Anatidae  Aves  Picidae  Raptores  Tilia americana  
Airborne-laser-scanning-derived auxiliary information discriminating between broadleaf and conifer trees improves the accuracy of models for predicting timber volume in mixed and heterogeneously structured forests 期刊论文
, 2020, 卷号: 459
作者:  Bont L.G.;  Hill A.;  Waser L.T.;  Bürgi A.;  Ginzler C.;  Blattert C.
收藏  |  浏览/下载:18/0  |  提交时间:2020/07/28
Biodiversity  Climate change  Ecosystems  Laser applications  Mean square error  Regression analysis  Remote sensing  Scanning  Timber  Airborne Laser scanning  Best-fit models  Canopy Height Models  Forest inventory  Forest type  Mixed and heterogeneously structured forest  Ordinary least squares regressions  Point cloud  Timber volume  Forestry  accuracy assessment  biodiversity  broad-leaved forest  climate change  coniferous tree  ecosystem service  error analysis  forest ecosystem  forest inventory  regression analysis  remote sensing  timber  Biodiversity  Ecosystems  Forestry  Regression Analysis  Remote Sensing  Scanning  Switzerland  Coniferophyta  
Aboveground tree biomass prediction options for the Dry Afromontane forests in south-central Ethiopia 期刊论文
, 2020, 卷号: 473
作者:  Asrat Z.;  Eid T.;  Gobakken T.;  Negash M.
收藏  |  浏览/下载:28/0  |  提交时间:2020/07/28
Biomass  Covariance matrix  Errors  Forecasting  Mean square error  Tropics  Aboveground tree biomass  Covariance matrices  Dry afromontane forests  Leave-one-out cross validations  Non-linear regression  Root mean squared errors  Species composition  Sustainable forest management  Forestry  aboveground biomass  decision making  forest inventory  forest management  model validation  montane forest  prediction  sampling  tropical forest  Ethiopia  
A history of the rehabilitation of mangroves and an assessment of their diversity and structure using Landsat annual composites (1987–2019) and transect plot inventories 期刊论文
, 2020, 卷号: 462
作者:  Pimple U.;  Simonetti D.;  Hinks I.;  Oszwald J.;  Berger U.;  Pungkul S.;  Leadprathom K.;  Pravinvongvuthi T.;  Maprasoap P.;  Gond V.
收藏  |  浏览/下载:26/0  |  提交时间:2020/07/28
Ecosystems  Engines  Shore protection  Time series analysis  Google earths  LANDSAT  Mangrove diversity  Monitoring algorithms  Rehabilitated mangroves  Thailand  Reforestation  automation  carbon sequestration  forest inventory  Landsat  line transect  regrowth  satellite altimetry  software  time series analysis  Data  Ecosystems  Engines  Inventories  Mangrove  Reforestation  Thailand  Time Series Analysis  Thailand  Rhizophoraceae