Modeling multiple land use changes using ANN, CART and MARS: Comparing tradeoffs in goodness of fit and explanatory power of data mining tools

Author:

Tayyebi AminORCID,Pijanowski Bryan C.ORCID

Funder

USGS Climate Change Research Program

Great Lakes Fishery Trust

Wege Foundation

Department of Forestry and Natural Resources, Purdue University

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Computers in Earth Sciences,Earth-Surface Processes,Global and Planetary Change

Reference58 articles.

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2. Spatially-explicit Bayesian information entropy metrics for calibrating landscape transformation models;Alexandridis;Entropy,2013

3. Reducing multiclass to binary: a unifying approach for margin classifiers;Allwein;Journal of Machine Learning Research,2000

4. A Land Use and Land Cover Classification System for Use with Remote Sensor Data;Anderson,1976

5. Predictive model-based for the critical submergence of horizontal intakes in open channel flows with different clearance bottoms using CART ANN and linear regression approaches;Ayoubloo;Expert Systems with Applications,2011

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