Estimating-Albedo-effect-manipulation-by-the-implementation-of-IGC-irrigation-system using google earth engine

This work looks into effects of the river system in an arid region using google earth engine and landsat data series.

Objective:

1. Impact of Indira Gandhi Canal network on regional climate, Bikaner Tahsil, Rajasthan
2. Estimating of Albedo from Landsat TM and Landsat OLI and establishing realtion with Land surface temperature (LST) and Normalized Difference Vegetation Index (NDVI) from 1990 to 2024
3. Temporal land use and land cover (LULC) analysis of Bikaner Tahsil during 1990 to 2023
4. Impact of land use on albedo and precipitation pattern

Analysis

• The Estimation of albedo, LST and NDVI carried out using GEE and QGIS
• The Land use classification also done in GEE using Random Forest Classification
• To identify relation between albedo, ndvi and LST, creaed 1000 sample points on the raster files and extracted associated values in GEE to carry out correlation analysis by Ordinary Least Squares using Statsmodels.api in jupyter notebook
• The Precipitation maps and time series ploted from CHIRPS and TRMM datasets