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Discovering prediction model for environmental distribution maps

Zhang, Ke; Jin, Huidong; Liu, Nianjun; Lesslie, Rob; Wang, Lei; Fu, Zhouyu; Caelli, Terry


Currently environmental distribution maps, such as for soil fertility, rainfall and foliage, are widely used in the natural resource management and policy making. One typical example is to predict the grazing capacity in particular geographical regions. This paper uses a discovering approach to choose a prediction model for real-world environmental data. The approach consists of two steps: (1) model selection which determines the type of prediction model, such as linear or non-linear; (2) model...[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Conference paper
Source: Emerging Technologies in Knowledge Discovery and Data Mining - Selected papers from the International Workshops (PAKDD 2007)


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