Chrome mining plays a pivotal role in the local economy of Mhondongori Ward 5 and Mapirimira Ward 6 of Zvishavane District. However, it has also emerged as a dominant driver of land degradation in these mineral-rich rural communities. Despite the growing concern over environmental degradation, a gap persists in systematically quantifying mining footprints using remote sensing and GIS tools in Zimbabwe's rural areas. This study addresses the gap by integrating supervised classification of Landsat 5 Thematic Mapper (TM) and Landsat 8/9 Operational Land Imager (OLI) data using the Support Vector Machine (SVM) and Normalized Difference Vegetation Index (NDVI) time-series analysis in ArcMap 10.5. Further, the Binary Logistic Regression (BLR) was done using IBM Statistical Package for Social Sciences 25.0 (IBM SPSS 25.0) to evaluate land degradation extent and intensity. The analysis investigates the spatiotemporal patterns of mining-induced land use land cover (LULC) changes in these wards of Zvishavane District from 2000 to 2024 using geospatial techniques. Results reveal a dual transformation with spatial expansion and ecological entrenchment of chrome mining, prominent between 2000 and 2013 with continued consolidation up to 2024. Mining land increased from 0.2 km2 to 1.8 km2 whilst bareland and forest areas declined by 3.4 km2 and 7.7 km2, respectively. NDVI analysis consistently indicates lower vegetation health in mining zones compared to control areas with peak degradation observed post-2013. Regression outputs confirm mining as a more significant driver of land degradation than cultivation which is largely reactive and driven by survival needs. The study concludes that mining-induced land changes are non-cyclical and structurally displace traditional land uses, undermining ecological resilience and local livelihoods. It advocates for integrative land use planning frameworks that combine geospatial monitoring, socio-ecological restoration and inclusive governance to support Zimbabwe's land degradation neutrality and achievement of socio-ecological related sustainable development goals.
扫码关注我们
求助内容:
应助结果提醒方式:
