Regional Land Cover Monitoring System - Hindu Kush Himalaya

1. Introduction of
RLCMS/NLCMS data
Kabir.Uddin@icimod.org
Kabir Uddin

2. Background

3. Background

4. Background

5. Background

6. Methods
Annual image composite
Image index
and covariates
Other GIS layer
Land cover classification
system
Land cover reference
points
Supervised
machine learning
Land cover primitives
Primitives
smoothing
LC Assemble
decision tree
Land cover validation
Landsat imagery
Landsat 5
Landsat 7
Landsat 8
Image Correction
Cloud removal
BRDF correction
Terrain correction
SRTM DEM
OpenStreetMap
Other
Final land
cover map
Primitives
assessment
1
3
2
4
5
7
8
3
3
4
5
5
5
8
Annual tree
canopy & tree height
5
6
Methods

7. Results

8. Land Cover Nepal (2000-2021)

9. Land cover map
of Afghanistan
from 2000 to
2018
Spatial resolution: 30 meter
Temporal resolution: annual

10. Land cover map of Bangladesh

11. Where those changes are happening

12. Results
30 January 2009 27 June 2019

13. Application of land cover mapping
https://www.mdpi.com/2072-4292/11/13/1581

14. Application of land cover mapping
https://www.sciencedirect.com/science/article/pii/S2590061721000454

15. Application of land cover mapping

16. Application of land cover mapping

17. https://link.springer.com/chapter/
10.1007/978-3-030-73569-2_6
Moredetails

18. Land cover data visualization download apps
https://tinyurl.com/4426yrew

19. Thank you