Land cover change analysis of a Mediterranean area in Spain using different sources of data : Multi-seasonal Landsat images , land surface temperature , digital terrain models and texture

@inproceedings{RodriguezGaliano2012LandCC,
  title={Land cover change analysis of a Mediterranean area in Spain using different sources of data : Multi-seasonal Landsat images , land surface temperature , digital terrain models and texture},
  author={Victor F. Rodriguez-Galiano and Mario Chica-Olmo},
  year={2012}
}
The main objective of this study was to apply a method for the mapping and analysis of land cover changes in a Mediterranean area in southern Spain (Granada Province). The province of Granada is a complex and very heterogeneous area made up of numerous land covers that are difficult to map due to spectral similarities. The inherent difficulty of the mapping of areas with the abovementioned characteristics was addressed by choosing a supervised classification algorithm called random forest and… CONTINUE READING
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The integration of spectral and textural information using neural networks for land cover mapping in the Mediterranean

  • S. Berberoglu, C. D. Lloyd, P. M. Atkinson, P. J. Curran
  • Computers & Geosciences,
  • 2000
Highly Influential
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An assessment of the effectiveness of a random forest classifier for landcover classification

  • V. F. Rodriguez-Galiano, B. Ghimire, J. Rogan, M. Chica-Olmo, J. P. Rigol-Sánchez
  • ISPRS Journal of Photogrammetry and Remote…
  • 2012

Random forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

  • V. F. Rodriguez-Galiano, M. Chica-Olmo, F. Abarca-Hernandez, P. M. Atkinson, C. Jeganathan
  • Remote Sensing of Environment,
  • 2012

Land use and land cover change detection in the western Nile delta of Egypt using remote sensing data

  • O. R. Abd El-Kawy, J. K. Rød, H. A. Ismail, A. S. Suliman
  • Applied Geography,
  • 2011

Monitoring land use change in the Cesme coastal zone, Turkey using aerial photographs and satellite imaging

  • C. C. Hepcan, I. A. Turan, M. B. Ozkan
  • Land Degradation & Development,
  • 2011

Regional-scale boreal forest cover and change mapping using Landsat data composites for European Russia

  • P. Potapov, S. Turubanova, M. C. Hansen
  • Remote Sensing of Environment,
  • 2011

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

  • L. Guo, N. Chehata, C. Mallet, S. Boukir
  • ISPRS Journal of Photogrammetry and Remote…
  • 2011

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