Land Use and Land Cover Classification
Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics
Published in ISPRS International Journal of Geo-Information
| Land cover | |
|---|---|
| High buildings | Medium buildings |
| Low vegetation | Trees |
| Bare soils | Asphalt surfaces |
| Water bodies | Swimming pools |
| Land use | |
|---|---|
| Planned residential | Unplanned residential |
| Planned residential (low density) | Unplanned residential (low density) |
| Bare soils | Vegetation |
| Non-residential | Uncertain |
| Land cover | |
|---|---|
| High buildings | Medium buildings |
| Low buildings | Artificial ground surfaces |
| Low vegetation | Trees |
| Inland waters | Swimming pools |
| Bare soils | |
| Land use | |
|---|---|
| Planned residential | Deprived residential |
| Planned residential (low density) | Deprived residential (low density) |
| Bare soils | Natural vegetation |
| Agricultural vegetation | Non-residential |
| Uncertain | |
Methodology
- [1] Grippa, T., Georganos, S., Zarougui, S., Bognounou, P., Diboulo, E., Forget, Y., Lennert, M., Vanhuysse, S., Mboga, N. & Wolff, E. (2018). "Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics", ISPRS Int. J. Geo-Inf. 2018, 7(7), 246. doi:doi.org/10.3390/ijgi7070246.
- [2] Grippa, T., Lennert, M., Beaumont, B., Vanhuysse, S., Stephenne, N. & Wolff, E. (2017). “An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification.” Remote Sensing 9 (4): 358. doi:10.3390/rs9040358.
- [3] Grippa, T., Georganos, S., Vanhuysse, S., Lennert, M. & Wolff, E. (2017). “A Local Segmentation Parameter Optimization Approach for Mapping Heterogeneous Urban Environments Using VHR Imagery.” In Proceedings Volume 10431, Remote Sensing Technologies and Applications in Urban Environments II. IEEE. doi:10.1117/12.2278422.
Datasets
- [1] Grippa, T. & Georganos, S. (2018). Ouagadougou very-high resolution land cover map (Version V1.0) [Data set]. Zenodo. doi:10.5281/zenodo.1290654
- [2] Grippa, T. & Georganos, S. (2018). Dakar very-high resolution land cover map (Version V1.0) [Data set]. Zenodo. doi:10.5281/zenodo.1290800
- [3] Grippa, T. & Georganos, S. (2018). Ouagadougou land use map at street block level (Version V1.0) [Data set]. Zenodo. doi:10.5281/zenodo.1291385
- [4] Grippa, T. & Georganos, S. (2018). Dakar land use map at street block level (Version V1.0) [Data set]. Zenodo. doi:10.5281/zenodo.1291389