Bengaluru Metropolitan Region (BMR) has undergone significant land use and land cover (LULC) transformations from 1990 to 2023 due to rapid urbanization and economic expansion. This study employs remote sensing and GIS techniques to analyze these spatiotemporal changes using multi-date satellite imagery from Landsat-5 TM, Landsat-7 ETM+, IRS-P6 LISS-III, Landsat-8 OLI, and Sentinel-2A MSI. A supervised classification approach with post-classification accuracy assessment (Overall Accuracy: 85.7–92.1%; Kappa Coefficient: 0.82–0.89) was used to categorize the region into seven LULC classes: built-up area, cropland, vegetation, flooded vegetation, water bodies, bare ground, and rangeland. The results indicate an explosive expansion of built-up land, which grew from 28,009 hectares in 1990 to 202,521 hectares in 2023 a sevenfold increase, largely at the expense of cropland (-36.7%), vegetation (-24.3%), and wetlands (-99%). Water bodies, despite initial decline, increased to 17,913 hectares in 2023, reflecting restoration efforts. The spatial analysis reveals that urban growth has been concentrated around Bengaluru city, expanding radially along major transportation corridors into peri-urban areas, particularly along Tumkur Road, Mysore Road, Old Madras Road, and Bellary Road. The near-total loss of flooded vegetation (from 290,756 hectares in 1990 to 1,423 hectares in 2023) underscores the severe ecological degradation caused by urban sprawl. Furthermore, Barren land declined from 212,109 hectares in 1990 to just 488 hectares in 2023, suggesting almost complete land utilization. The continued contraction of rangeland (from 151,118 hectares in 1990 to 162,033 hectares in 2023) highlights the transition of open spaces into urbanized land. These LULC shifts have profound implications, including increased impervious surfaces, loss of green spaces, and heightened water stress, exacerbating urban heat island effects and flood risks. To address these challenges, the study advocates for polycentric urban development, stricter land use regulations, ecological conservation, and the integration of GIS-based land monitoring into metropolitan planning frameworks. The findings provide critical insights for policymakers, urban planners, and researchers, emphasizing the need for evidence-based planning to ensure climate resilience and sustainable urbanization in BMR.
Read full abstract