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在“自然资源管理”中，命中：24条，耗时：小于0.01 秒

1.GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

作者：Seyed Amir Naghibi ; Hamid Reza Pourghasemi…

关键词：Spring potential mapping ; Boosted regression tree ; Classification and regression tree ; Random forest ; GIS ; Iran

刊名：Environmental Monitoring and Assessment

出版者：Springer Netherlands

年：2016

2.A Comparative Assessment Between Three Machine Learning Models and Their Performance Comparison by Bivariate and Multivariate Statistical Methods in Groundwater Potential Mapping

作者：Seyed Amir Naghibi ; Hamid Reza Pourghasemi

关键词：Groundwater potential mapping ; Boosted regression tree ; Classification and regression tree ; Random forest ; General linear model ; Evidential belief function ; GIS

刊名：Water Resources Management

出版者：Springer Netherlands

年：2015

3.Modeling Canada yew (Taxus canadensis Marsh.) distribution and abundance in the boreal forest of northeastern Ontario, Canada

作者：Jeffery P. Dech ; Shawn Mayhew-Hammond ; April L. James ; Bharat Pokharel

关键词：Canada yew ; Spatial modeling ; Regression tree ; Random Forests ; Disturbance ; Boreal forest

刊名：Ecological Indicators

年：January, 2014

4.Stand and individual tree characteristics associated with Enaphalodes rufulus (Haldeman) (Coleoptera: Cerambycidae) infestations within the Ozark and Ouachita National Forests

作者：L.J. Haavik ; F.M. Stephen

关键词：Oak decline ; Cohort senescence ; Wood borer ; Physiological age ; Classification tree

刊名：Forest Ecology and Management

年：2010

5.Advancing monthly streamflow prediction accuracy of CART models using ensemble learning paradigms

作者：Halil Ibrahim Erdala ; halilerdal@yahoo.com ; Onur Karakurtb ; 1 ; karakurtonur@yahoo.com

关键词：Bagging (bootstrap aggregating) ; Classification and regression trees ; Ensemble learning ; Stochastic gradient boosting ; Streamflow prediction ; Support vector regression

刊名：Journal of Hydrology

年：2013

6.Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data

作者：Jungho Im ; imj@esf.edu ; Zhenyu Lu ; Jinyoung Rhee ; Lindi J. Quackenbush

关键词：Impervious surfaces ; Artificial immune networks ; Decision/regression trees ; Lidar ; WorldView-2

刊名：Remote Sensing of Environment

年：2012

7.Low Flows Regionalization in North-Western Italy

作者：Paolo Vezza ; Claudio Comoglio ; Maurizio Rosso and Alberto Viglione

关键词：Low flows ; Regionalization ; Regional regression ; Classification and regression tree ; CART

刊名：Water Resources Management

年：2010

8.Mapping eucalypt forest susceptible to dieback associated with bell miners (Manorina melanophys) using laser scanning, SPOT 5 and ancillary topographical data

作者：Andrew Haywooda ; Andrew.Haywood@dse.vic.gov.au ; Christine Stoneb

关键词：Eucalypt forest dieback ; Bell miners ; Laser scanning ; SPOT 5 ; Spatial modelling ; Predictive mapping

刊名：Ecological Modelling

年：2011

9.Making use of the World Reference Base diagnostic horizons for the systematic description of the soil continuum ¡ª Application to the tropical mountain soil-landscape of southern Ecuador

作者：Mareike Lie? ; Bruno Glaser ; Bernd Huwe

关键词：Soil classification ; Digital soil map ; Jackknife ; Classification and regression trees

刊名：Catena

年：2012

10.Analysis of environmental factors determining the abundance and diversity of macroinvertebrate taxa in natural wetlands of Southwest Ethiopia

作者：Seid Tiku Meretaa ; b ; Pieter Boetsa ; pieter.boets@ugent.be ; Argaw Ambelu Bayihb ; Asgdom Malub ; Zewdu Ephremb ; Addisu Sisayb ; Hailu Endaleb ; Menberu Yitbarekb ; Amana Jemalb ; Luc De Meesterc ; Peter L.M. Goethalsa

关键词：Conservation biology ; Decision trees ; Macroinvertebrates ; Sensitivity analysis ; Wetlands

刊名：Ecological Informatics

年：2012

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