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Landslide susceptibility assessment and mapping using state-of-the art machine learning techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Pourghasemi H.R.;  Sadhasivam N.;  Amiri M.;  Eskandari S.;  Santosh M.
收藏  |  浏览/下载:43/0  |  提交时间:2021/09/01
Boosted regression tree  Functional discriminant analysis  Generalized linear model  Landslides  Mixture discriminant analysis  Partial least square  
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:37/0  |  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  
Quantifying losses in productivity by the rust in eucalypt plantations in Brazil 期刊论文
, 2020, 卷号: 468
作者:  Passos dos Santos A.;  Lanças Gomes R.;  Furtado E.L.;  de Souza Passos J.R.
收藏  |  浏览/下载:24/0  |  提交时间:2020/07/28
Forestry  Regression analysis  Scales (weighing instruments)  Biotic factors  Eucalypt plantations  Eucalyptus plantations  Generalized linear model  Gross domestic products  Linear regression models  Non-linear regression  Weighted averages  Productivity  abiotic factor  biotic factor  disease severity  evergreen tree  regression analysis  rust disease  Brazil  Eucalyptus  
Factors limiting the success of invasive glossy buckthorn (Frangula alnus) in New Hampshire's eastern white pine – hardwood forests 期刊论文
, 2020, 卷号: 474
作者:  Bibaud H.A.;  Ducey M.J.;  Simmons M.J.;  McCarthy H.C.;  Bibaud R.N.;  Lee T.D.
收藏  |  浏览/下载:26/0  |  提交时间:2020/07/28
Discriminant analysis  Hardwoods  Logistic regression  Soils  Eastern north america  Eastern white pines  Generalized linear model  Hardwood forests  Observational study  Photosynthetically active radiation  Soil characteristics  Tree species composition  Forestry  basal area  biomass  concentration (composition)  coniferous tree  forest ecosystem  invasive species  photosynthetically active radiation  shrub  stand structure  wood  Basal Area  Discriminant Analysis  Forestry  Hardwoods  Pinus Strobus  Rhamnus  Soil  New Hampshire  North America  United States  Frangula alnus  Pinus strobus  Rhamnaceae  
Mixed-effects generalized height–diameter model for young silver birch stands on post-agricultural lands 期刊论文
, 2020, 卷号: 460
作者:  Bronisz K.;  Mehtätalo L.
收藏  |  浏览/下载:18/0  |  提交时间:2020/07/28
Forecasting  Nonlinear systems  Random processes  Silver  Betula pendula  Generalized models  Mixed effects models  Natural regeneration  Non-linear model  Quadratic mean diameter  Random effects  Regression equation  Reforestation  agricultural land  basal area  diameter  forestry practice  forestry production  regeneration  stand structure  Betula Verrucosa  Diameter  Forecasts  Height  Models  Natural Reforestation  Random Processes  Silver  Poland [Central Europe]  Betula pendula