A MULTI-CRITERIA GIS MODEL FOR SUITABILITY ANALYSIS OF LOCATIONS FOR DUMPSITES …
Hillary Mazibuko
2025
Dr Jabulani Nyengere
Cyclone Freddy, a severe tropical storm, struck the Southern Region of Malawi in March 2023 causing extensive environmental damage, Blantyre was one of the affected districts. This dissertation focuses on assessing the cyclone’s impact on vegetation cover through geospatial analysis, with the aim of enhancing understanding of ecological resilience following extreme weather events. The study employed high-resolution Sentinel-2 Multispectral Instrument …
… (140 more words)The southern part of Malawi, specifically Blantyre, is the subject of the study. Located roughly 250 kilometers south of Lilongwe, the capital(Bagcchi, 2022). Blantyre is a significant industrial and commercial center. Cyclone Freddy had a major impact on the Study Area Definition Image Acquisition and Preprocessing (Sentinel-2: Oct 2022 & Oct 2023, filtered & clipped in GEE) NDVI Calculation (Pre- and Post-Cyclone NDVI using GEE) Change Detection Analysis (NDVI differencing) Analytical Platforms • Google Earth Engine (GEE) • ArcMap & QGIS • QGIS Interpretation and Analysis (Assessing spatial vegetation changes) 13 area, changing the vegetation cover and posing serious environmental and socioeconomic problems(Mpheza, 2023).Within Blantyre, the research specifically concentrates on four high-density and topographically diverse communities: Ndirande, Chilomoni, Nyambadwe, and Soche-Chilobwe.
Cyclone Freddy, a severe tropical storm, struck the Southern Region of Malawi in March 2023 causing extensive environmental damage, Blantyre was one of the affected districts. This dissertation focuses on assessing the cyclone’s impact on vegetation cover through geospatial analysis, with the aim of enhancing understanding of ecological resilience following extreme weather events. The study employed high-resolution Sentinel-2 Multispectral Instrument imagery and applied the Normalized Difference Vegetation Index (NDVI) technique to detect vegetation loss across four selected areas within Blantyre: Nyambadwe, Ndirande, Chilomoni, and Soche-Chilobwe. Data processing and analysis were conducted using Google Earth Engine (GEE), ArcMap, and QGIS platforms. NDVI differencing was used to map spatial and temporal vegetation dynamics before and after the cyclone. Results indicated significant declines in vegetation health, with Ndirande and Chilomoni experiencing the most pronounced degradation, while some resilience and regrowth were observed in parts of Soche and Nyambadwe. The findings underscore the impact of Cyclone Freddy, influenced by topographic and urbanization factors. It is recommended that future resilience-building efforts integrate high-resolution vegetation monitoring and ground-truth validation to support disaster preparedness and sustainable land management planning. The methodology presented can serve as a model for future studies assessing post-disaster ecological impacts in cyclone-prone regions.
Cyclone Freddy, a severe tropical storm, struck the Southern Region of Malawi in March 2023 causing extensive environmental damage, Blantyre was one of the affected districts. This dissertation focuses on assessing the cyclone’s impact on vegetation cover through geospatial analysis, with the aim of enhancing understanding of ecological resilience following extreme weather events. The study employed high-resolution Sentinel-2 Multispectral Instrument imagery and applied the Normalized Difference Vegetation Index (NDVI) technique to detect vegetation loss across four selected areas within Blantyre: Nyambadwe, Ndirande, Chilomoni, and Soche-Chilobwe. Results indicated significant declines in vegetation health, with Ndirande and Chilomoni experiencing the most pronounced degradation, while some resilience and regrowth were observed in parts of Soche and Nyambadwe.
The southern part of Malawi, specifically Blantyre, is the subject of the study. Located roughly 250 kilometers south of Lilongwe, the capital(Bagcchi, 2022). Blantyre is a significant industrial and commercial center. Cyclone Freddy had a major impact on the Study Area Definition Image Acquisition and Preprocessing (Sentinel-2: Oct 2022 & Oct 2023, filtered & clipped in GEE) NDVI Calculation (Pre- and Post-Cyclone NDVI using GEE) Change Detection Analysis (NDVI differencing) Analytical Platforms • Google Earth Engine (GEE) • ArcMap & QGIS • QGIS Interpretation and Analysis (Assessing spatial vegetation changes) 13 area, changing the vegetation cover and posing serious environmental and socioeconomic problems(Mpheza, 2023).Within Blantyre, the research specifically concentrates on four high-density and topographically diverse communities: Ndirande, Chilomoni, Nyambadwe, and Soche-Chilobwe.
District: Blantyre
Coordinates: -15.6817, 34.92535
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