Improving sub-pixel imperviousness change prediction by ensembling heterogeneous non-linear regression models
In this work nine non-linear regression models were compared for sub-pixel impervious surface area mapping from Landsat images. The comparison was done in three study areas both for accuracy of imperviousness coverage evaluation in individual points in time and accuracy of imperviousness change asse...
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| Format: | Article |
| Language: | English |
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Polish Academy of Sciences
2016-12-01
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| Series: | Geodesy and Cartography |
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| Online Access: | http://www.degruyter.com/view/j/geocart.2016.65.issue-2/geocart-2016-0016/geocart-2016-0016.xml?format=INT |