Land Cover Classification in Google Earth Engine is a potent tool for promoting sustainability. It allows us to monitor changes in land use and land cover patterns, which is crucial for effective environmental management. By identifying shifts in vegetation, urbanisation, and water bodies, this technology empowers us to address pressing sustainability concerns such as habitat loss, water resource management, and climate change impacts.
Check code here >> https://github.com/zecakpm/maps/blob/main/GEE.ipynb
#sustainability #earthengine #imageclassification #randomforest #datascience #machinelearning #analytics
Fig. 1 is a Landsat satellite image 2021
Fig. 2 model classification 2021
Color legend
- Water, # deep sky blue
- Trees, # forest green
- Grass, # pistachio
- Flooded Vegetation, mint green
- Crops, #sunshine yellow
- Scrub/Shrub, # pale tan
- Built Area, # cherry red
- Bare Ground, # off-white
- Snow/Ice, # baby blue
- Clouds, # silver
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