PREDICTION OF WIND SPEEDS BASED ON DIGITAL ELEVATION MODELS USING BOOSTED REGRESSION TREES
In this paper a new approach is presented to predict maximum wind speeds using Gradient Boosted Regression Trees (GBRT). GBRT are a non-parametric regression technique used in various applications, suitable to make predictions without having an in-depth a-priori knowledge about the functional depend...
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| Autors principals: | , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Copernicus Publications
2015-12-01
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| Col·lecció: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Accés en línia: | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/197/2015/isprsarchives-XL-1-W5-197-2015.pdf |
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