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Assessing land use and land cover changes and agricultural farmland expansions in Gambella Region Ethiopia using Landsat 5 and Sentinel 2a multispectral data

机译:使用Landsat 5和Sentinel 2a多光谱数据评估埃塞俄比亚Gambella地区的土地利用和土地覆盖变化以及农业农田的扩张

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摘要

The pace of change in land use and cover in Ethiopia depends on three main factors that cause pressure on agriculture land: resettlement programmes, population growth and increasing agricultural investments. Gambella is one of the regions of Ethiopia that attracts large-scale agricultural investments that extensively drive land use and cover changes in the region. The aim of this study is to examine the rate, extent and distribution of various land use and cover changes in Gambella Regional State, Ethiopia, from 1987 to 2017. The analysis is mainly based on Landsat 5 and Sentinel 2A satellite images and fieldwork. Two Landsat Thematic Mapper and a Sentinel 2A image were used for determining the maximum likelihood of land use/cover classification. The results show that farmland decreased by 26 km2 from 1987 to 2000; however, during the last two decades, agricultural land area increased by 599 km2, mainly at the cost of tropical grasslands and forests. We found that areas cultivated by smallholder farmers increased by 9.17% from 1987 to 2000. However, small-scale farm activities decreased by 7% from 2000 to 2017. Areas cultivated by large-scale state farms totalled 202 km2 in 1987; but by 2000, this large-scale state farming had been completely abandoned by the state, and as a result, its land use has decreased to zero. Despite this, in 2017 large-scale farming increased to 746 km2. In addition, Gambella National Park, which is the nation's largest national park and ecosystem, was also largely affected by Land Use and Land Cover changes. The conversion of savannah/tropical grasslands to agricultural farmland has caused varied and extensive environmental degradation to the park. The Land Use and Land Cover changes in the Gambella region are discussed on the basis of underlying socioeconomic factors.
机译:埃塞俄比亚土地利用和覆盖范围的变化步伐取决于对农业用地造成压力的三个主要因素:安置方案,人口增长和农业投资增加。甘贝拉(Gambella)是埃塞俄比亚的地区之一,吸引了大规模的农业投资,这些投资在很大程度上推动了土地的使用并涵盖了该地区的变化。这项研究的目的是研究1987年至2017年埃塞俄比亚甘贝拉州州各种土地利用的速率,程度和分布以及覆盖变化。该分析主要基于Landsat 5和Sentinel 2A卫星图像和野外工作。两个Landsat专题制图仪和一个Sentinel 2A图像用于确定土地使用/覆盖分类的最大可能性。结果表明,从1987年到2000年,耕地减少了26 km 2 。然而,在过去的二十年中,农业用地面积增加了599 km 2 ,主要是以热带草原和森林为代价。我们发现,小农户的耕地面积从1987年到2000年增加了9.17%。但是,小规模农场活动从2000年到2017年减少了7%。大型国有农场的耕地面积总计202 km 2 1987年;但是到2000年,这种大规模的国有耕作已被国家完全抛弃,其土地利用已减少为零。尽管如此,2017年大规模耕作增加到746 km 2 。此外,全国最大的国家公园和生态系统甘贝拉国家公园也受到土地利用和土地覆被变化的很大影响。萨凡纳/热带草原向农业农田的转化已对公园造成了广泛而广泛的环境退化。基于潜在的社会经济因素,讨论了甘贝拉地区的土地利用和土地覆被变化。

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