监测几内亚-萨瓦纳部分林地的变化

I. E. M. Fynn, Banuro Sullo, Obed Fiifi Fynn
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摘要

在过去几年中,加纳的土地利用和土地覆盖(LULC)因自然和人为活动而发生了许多变化。本研究通过地理空间程序的综合方法,对几内亚-大草原部分地区的土地利用和土地覆被变化进行了全面分析。对 1990 年(Landsat TM)、2000 年(Landsat ETM+)、2010 年(Landsat ETM+)和 2020 年(Landsat ETM+)四个不同年份的多时空卫星图像数据集进行了分析。吉拉帕市的土地利用、土地利用变化(LULC)类别包括建筑区、农业用地、闭合稀树草原植被、开阔稀树草原植被和水体。应用细胞自动机-马尔科夫(CA-Markov)模型预测了 2030 年 LULC 的可能变化。研究显示,该市最主要的土地覆被类型是疏林草原植被,平均占总面积的 45%。从 1990 年到 2020 年,建筑覆盖面积增加了 93%。农业活动、丛林火灾、森林砍伐、基础设施建设和人口增长是农田、开阔稀树草原植被、封闭稀树草原植被和水体变化的主要驱动因素。对 2030 年土地利用、土地利用的变化(LULC)的预测显示,2030 年建筑密集区将大幅增加,导致 2030 年农业用地减少 6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring Changes in Parts of the Guinea-Savannah Woodlands
Land use and land cover (LULC) in Ghana has undergone a lot of changes over the past years emanating from natural and anthropogenic activities. This study is a comprehensive analysis of LULC changes in parts of the Guinea-Savannah through an integrated approach of geospatial procedures. Multi-temporal satellite imagery data sets of four different years, 1990 (Landsat TM), 2000 (Landsat ETM+), 2010 (Landsat ETM+) and 2020 (Landsat ETM+) were analyzed. Built-up area, Agricultural land, Closed savannah vegetation, Open savannah vegetation and Water bodies were LULC categories delineated for Jirapa municipality. The Cellular Automata-Markov (CA-Markov) model was applied to predict the likely changes in LULC in 2030. The study revealed that the most dominant land cover type in the municipality is the Open savannah vegetation as it occupied averagely 45% of the total surface area. Built-up area increased in area coverage by 93% between 1990 and 2020. Agricultural activities, bushfires, deforestation, infrastructural development, and population growth are the main drivers of changes in Agricultural land, Open savannah vegetation, Closed savannah vegetation and Water bodies. The LULC prediction for 2030 showed that the Built-up areas would increase significantly in 2030 leading to a 6% reduction in Agricultural land in 2030.
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