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Year-to-year crown condition poorly contributes to ring width variations of beech trees in French ICP level I network 期刊论文
, 2020, 卷号: 465
作者:  Tallieu C.;  Badeau V.;  Allard D.;  Nageleisen L.-M.;  Bréda N.
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/28
Biohazards  Climatology  Damage detection  Decision trees  Drought  Machine learning  Plants (botany)  Random forests  Soil moisture  Climate  Dendrochronology  Fagus sylvatica  Forest health monitoring  Water balance  Forestry  atmospheric pollution  canopy architecture  deciduous tree  dendrochronology  fertility  forest ecosystem  montane forest  soil water  survey method  tree ring  water stress  Drought  Fagus Sylvatica  Forestry  Growth  Meteorology  Monitoring  Trees  Variations  Central Europe  Fagus  Fagus sylvatica  
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  
A Bayesian network model for prediction and analysis of possible forest fire causes 期刊论文
, 2020, 卷号: 457
作者:  Sevinc V.;  Kucuk O.;  Goltas M.
收藏  |  浏览/下载：13/0  |  提交时间：2020/07/28
Deforestation  Fire hazards  Fires  Forecasting  Learning algorithms  Roads and streets  Sensitivity analysis  Timber  Wind  Agricultural land  Bayesian network models  Different sizes  Forest fires  Interactive relation  Lightning strikes  Prediction and analysis  Structural learning  Bayesian networks  algorithm  Bayesian analysis  biomass burning  forest fire  machine learning  numerical model  prediction  sensitivity analysis  Area  Deforestation  Distance  Forecasts  Forest Fires  Temperature  Wind  Mugla  Turkey  
Relations of land cover, topography, and climate to fire occurrence in natural regions of Iran: Applying new data mining techniques for modeling and mapping fire danger 期刊论文
, 2020, 卷号: 473
作者:  Eskandari S.;  Pourghasemi H.R.;  Tiefenbacher J.P.
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/28
Agricultural robots  Climate models  Data mining  Decision making  Decision trees  Forestry  Highway administration  Land use  Learning algorithms  Location  Managers  Maximum likelihood  Support vector machines  Topography  Area under the curves  Data mining algorithm  Functional data analysis  Generalized linear model  Maximum likelihood algorithm  MODIS satellite images  Strategic decision making  Topographic wetness index  Fires  algorithm  climate change  data acquisition  data mining  decision making  fire  forest management  forestry modeling  GIS  land cover  land use planning  mapping method  maximum likelihood analysis  MODIS  numerical model  satellite imagery  Sentinel  topography  Zagros  
Exploring the use of learning techniques for relating the site index of radiata pine stands with climate, soil and physiography 期刊论文
, 2020, 卷号: 458
作者:  González-Rodríguez M.A.;  Diéguez-Aranda U.
收藏  |  浏览/下载：16/0  |  提交时间：2020/07/28
Climate change  Information management  Learning algorithms  Learning systems  Least squares approximations  Machine learning  Regression analysis  Environmental uncertainty  Multivariate adaptive regression splines  Partial least square (PLS)  Pinus radiata  Site index  Stand growth  Statistical learning techniques  Sustainable forest management  Forestry  climate change  coniferous tree  forest management  growth modeling  machine learning  site index  statistical analysis  uncertainty analysis  Forestry  Models  Pinus Radiata  Regression Analysis  Site Index  Sustainable Forest Management  Techniques  Galicia [Spain]  La Coruna [Galicia]  Santiago de Compostela  Spain  Pinus radiata  Radiata  
Using machine learning to synthesize spatiotemporal data for modelling DBH-height and DBH-height-age relationships in boreal forests 期刊论文
, 2020, 卷号: 466
作者:  Chen J.;  Yang H.;  Man R.;  Wang W.;  Sharma M.;  Peng C.;  Parton J.;  Zhu H.;  Deng Z.
收藏  |  浏览/下载：26/0  |  提交时间：2020/07/28
Climate models  Dynamics  Machine learning  Neural networks  Complex relationships  Comprehensive monitoring  Diameter-at-breast heights  Environmental conditions  Individual-based modelling  Long-term monitoring datum  Spatio-temporal data  Sustainable forest management  Forestry  age determination  boreal forest  environmental conditions  environmental monitoring  forest dynamics  forest management  forestry modeling  growth  height  machine learning  mortality  spatiotemporal analysis  Data  DBH  Dynamics  Forestry  Growth  Neural Networks  Sustainable Forest Management  Trees  Canada