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Tree failure prediction model (TFPM): machine learning techniques comparison in failure hazard assessment of Platanus orientalis in urban forestry 期刊论文
Natural Hazards, 2021
作者:  Jahani A.;  Saffariha M.
收藏  |  浏览/下载：23/0  |  提交时间：2021/09/01
Failure hazard  Machine learning techniques  Platanus orientalis  Urban trees  
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  
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：19/0  |  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  
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：21/0  |  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