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Treesearch

Spatial residual analysis of six modeling techniques

Informally Refereed

Authors:

Lianjun Zhang, Jeffrey H. Gove, Linda S. Heath, Linda S. Heath

Year:

2005

Type:

Miscellaneous Publication

Station:

Northern Research Station

Source:

Ecological Modelling. 186: 154-177.

Download (PDF 1.45 MB)

Download (PDF 1.45 MB): https://research.fs.usda.gov/download/treesearch/20693.pdf

Keywords

spatial autocorrelation, local indicator of spatial autocorrelation (LISA), ordinary least squares (OLS), linear mixed model (LMM), generalized additive model (GAM), multi-layer perceptron (MLP) neural network, radial basis function (RBF) neural network, geographically weighted regression (GWR)

Citation

Zhang, Lianjun; Gove, Jeffrey H.; Heath, Linda S. 2005. Spatial residual analysis of six modeling techniques. Ecological Modelling. 186: 154-177.

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