首页> 外文期刊>Journal of Remote Sensing & GIS >Analyzing the Rate of Land Use and Land Cover Change and Determining the Causes of Forest Cover Change in Gog District, Gambella Regional State, Ethiopia
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Analyzing the Rate of Land Use and Land Cover Change and Determining the Causes of Forest Cover Change in Gog District, Gambella Regional State, Ethiopia

机译:埃塞俄比亚冈贝拉州戈格地区分析土地利用率和土地覆被变化并确定森林覆被变化的原因

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This research study examines the causes of forest cover change, the rate of land use land cover change in Gog district, Gambella regional state between the years 1990-2017 using Geospatial techniques. Land sat TM image of 1990, ETM+ of 2002 and OLI-TIRS of 2017 were used to generate land cover map. Field observation, FGDs, KIs and remotely sensed data were used to analyze the causes and rate of land use land cover change. Six land cover classes including bare land, farmland, water, bush land, forest cover and grass land were used for classifications.An explanatory sequential approach of mixed research design were used in this study where maximum likelihood technique of the supervised classification was used to classify land cover categories using ERDAS Imagine 2014 software. Out of the six classes, the results show a dramatic increase of farm land from (4%) in 2002 to (23%) in 2017 with annual expansion rate (24.86%) per annum, where forest cover declined from (23%) in 2002 to (18.11%) in 2017 with annual decreasing rate (-1.41%) per annum. The accuracy assessment report for 2017 map shows that an overall accuracy (83%) and Cohen kappa coefficient (82%) for the classifications. This massive declined in forest cover change of the study area was resulted due to commercial farm land expansion, forest fire, population growth, illegal logging, charcoal extraction, fuel wood collection and poor management of the natural resource. Out of all, expansions of large scale commercial agriculture become the leading cause for forest cover change in the study area. This dramatic change in forest cover change has further resulted in soil erosion, loss of soil fertility, migration of animals towards neighborhood countries. This has leaded to low agricultural productivity per plot of land, which contributes to low livelihood status of the rural community in Gog district.
机译:本研究使用地理空间技术研究了1990-2017年间甘贝拉州戈格地区森林覆盖率变化的原因,土地利用的变化率。 1990年的Land sat TM影像,2002年的ETM +和2017年的OLI-TIRS被用于生成土地覆盖图。利用实地观察,烟气脱硫,KIs和遥感数据分析了土地利用变化的原因和发生率。包括裸地,农田,水,灌木林,森林覆盖和草地在内的六种土地覆盖类别进行了分类。本研究采用混合研究设计的解释性顺序方法,其中使用监督分类的最大似然技术进行分类使用ERDAS Imagine 2014软件的土地覆盖类别。在这六个类别中,结果显示耕地从2002年的(4%)急剧增加到2017年的(23%),年均增长速度(24.86%),其中森林覆盖率从2002年的(23%)下降从2002年的(18.11%)降低到2017年的年增长率(-1.41%)。 2017年地图的准确性评估报告显示,分类的整体准确性(83%)和科恩kappa系数(82%)。由于商业农场的土地扩张,森林火灾,人口增长,非法采伐,木炭提取,薪柴收集和自然资源管理不善,导致研究区域森林覆盖率的大幅下降。总而言之,大规模商业化农业的发展成为研究区域森林覆盖率变化的主要原因。森林覆盖率变化的剧烈变化进一步导致了土壤侵蚀,土壤肥力丧失,动物向邻国迁移。这导致每块土地的农业生产率低下,导致戈格地区农村社区的生计低下。

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