https://urbanemissions.info/india-air-quality/india-ncap-landcover-classification/

This repository presents a summary of landcover (LC) classification for 132
Indian cities under NCAP. The raw data is available from European Space
Agency (ESA)’s Climate Change Initiative (CCI) program, which delivers a
new time series of 24 consistent classification maps at 300 m spatial
resolution on an annual basis for 1992-2020. In the animations, 24 classes
were clubbed into 5 categories for simplification. Global database can be
viewed here https://maps.elie.ucl.ac.be/CCI/viewer/index.php and downloaded
here https://maps.elie.ucl.ac.be/CCI/viewer/download.php.

For all the cities under NCAP, data is extracted for a box of 0.4 x 0.4
degrees (~40km x 40km) with the city's GIS centroid in the middle, to
demonstrate the change in the major landcover classifications. This data
acts as a proxy for (a) the rate of urbanization (b) the growing demand for
construction material and (c) the growing demand for commercial and
residential amenities.

In the repository, both animations and cut shapefiles are available for
download.

https://cpcb.nic.in/list-of-non-attainment-cities/

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