LULC Analysis of Green Cover Loss in Bangalore
- Title
- LULC Analysis of Green Cover Loss in Bangalore
- Creator
- Mathew J.A.; Eapen N.G.; George J.P.
- Description
- Urbanization of the cities especially the Indian City of Bangalore has led to the creation of an important discourse concerning development and conservation. The study carries out a detailed LULC study with special reference to Green Cover Loss in city of Bangalore. Using satellite images from 2014 to 2023 period and machine learning tools, the study establishes declines in green spaces with economic, environmental and health consequences of the city's uncontrolled expansion. The innovations afforded to the study regard methodologically on the use of ResNet50 for accurate LULC classification with an accuracy of 92% Hence the study reveals the interaction between urbanization and conservation, the efficiency of which requires policy adjustments that depend on existing knowledge. The study not only accustomizes the progression in the geography of Bangalore but it also shapes the technology and methodology for the further geospatial research in the areas under rapidly urbanizing in the future. 2024 IEEE.
- Source
- 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
- Date
- 2024-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Bangalore; Convolutional Neural Networks (CNN); Deep Learning; Green Cover Loss; Land Use Land Cover (LULC)
- Coverage
- Mathew J.A., Christ University, Department of Data Science, Karnataka, Bangalore, 560029, India; Eapen N.G., Christ University, Department of Computer Science, Karnataka, Bangalore, 560029, India; George J.P., Christ University, Department of Computer Science, Karnataka, Bangalore, 560029, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835037024-9
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Mathew J.A.; Eapen N.G.; George J.P., “LULC Analysis of Green Cover Loss in Bangalore,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/19026.