Quantifying the magnitude and trend of land use/land cover changes in gilgel gibe catchment, southwest Ethiopia

IF 2.3 Q2 REMOTE SENSING
Zewde Alemayehu Tilahun, Yechale Kebede Bizuneh, Abren Gelaw Mekonnen
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引用次数: 0

Abstract

Analysis of land use/land cover changes is vital to hydrologists, planners and watershed management decision makers to design appropriate response strategies to tackle the undesirable effects of the changes. This study was aimed at analyzing the land use/cover changes of Gilgel Gibe Catchment in 1991 – 2021. LULC data of 1991–2021 were derived from multispectral Landsat images. Data were also gathered using field observations and key informant interview. Data of LULC classes (1991–2021) were generated using supervised classification with maximum likelihood algorithm of ENVI 5.1 and ArcGIS 10.5. Change detection analysis and accuracy assessment were done where accuracy levels all the study periods were > 85%, and the overall Kappa statistics of the periods were > 0.89. Cultivated land and built-up area of the catchment are increasing with increasing magnitude of change; whereas, while forest cover and water body of the catchment are shrinking with declining magnitudes of change, grazing land and shrubland covers are declining with increasing magnitude of change in the catchment. The net increase in degraded land is a reflection of the increasing degradation of natural resources in the catchment. Rapid population growth and the subsequent raising demand for farmland and forest and shrub (e.g. fuel-wood and construction) products, decline yield, unemployment and lack of alternative income source, and open access and limited conservation of resources are the main causes for the dramatic shrinkages of forest, grazing, water body and shrubland resources. Thus, concerned bodies should take rehabilitation measures to restore degraded lands, improve production and yield of farmland by increasing improved farm-inputs and irrigation, and create employment and alternative income sources for the youth, women and the poor so as to ensure sustainable rural livelihoods and to curb the impacts on forest, shrubland and other resources.

埃塞俄比亚西南部gilgel gibe流域土地利用/土地覆盖变化幅度和趋势的量化
对土地利用/土地覆盖变化的分析对于水文学家、规划人员和流域管理决策者设计适当的应对策略以应对这些变化的不良影响至关重要。本研究旨在分析1991 - 2021年Gilgel Gibe流域土地利用/覆被变化。1991-2021年LULC数据来源于多光谱Landsat图像。还通过实地观察和关键信息提供者访谈收集了数据。1991-2021年LULC分类数据采用ENVI 5.1和ArcGIS 10.5的最大似然算法进行监督分类。进行变化检测分析和准确性评估,各研究期的准确率水平为>; 85%,各研究期的总体Kappa统计量为>; 0.89。流域耕地和建成区面积随变化幅度的增大而增大;流域森林覆盖度和水体覆盖度随变化幅度的减小而减小,而草地和灌丛覆盖度随变化幅度的增大而减小。退化土地的净增加反映了集水区自然资源的日益退化。人口的快速增长及其对农田、森林和灌木(如薪柴和建筑)产品的需求增加、产量下降、失业和缺乏替代收入来源以及资源的开放获取和有限保护是造成森林、放牧、水体和灌木资源急剧减少的主要原因。因此,有关机构应采取恢复措施,恢复退化的土地,通过增加改良的农业投入和灌溉来提高农田的生产和产量,并为青年、妇女和穷人创造就业机会和其他收入来源,以确保可持续的农村生计,并遏制对森林、灌木和其他资源的影响。
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来源期刊
Applied Geomatics
Applied Geomatics REMOTE SENSING-
CiteScore
5.40
自引率
3.70%
发文量
61
期刊介绍: Applied Geomatics (AGMJ) is the official journal of SIFET the Italian Society of Photogrammetry and Topography and covers all aspects and information on scientific and technical advances in the geomatics sciences. The Journal publishes innovative contributions in geomatics applications ranging from the integration of instruments, methodologies and technologies and their use in the environmental sciences, engineering and other natural sciences. The areas of interest include many research fields such as: remote sensing, close range and videometric photogrammetry, image analysis, digital mapping, land and geographic information systems, geographic information science, integrated geodesy, spatial data analysis, heritage recording; network adjustment and numerical processes. Furthermore, Applied Geomatics is open to articles from all areas of deformation measurements and analysis, structural engineering, mechanical engineering and all trends in earth and planetary survey science and space technology. The Journal also contains notices of conferences and international workshops, industry news, and information on new products. It provides a useful forum for professional and academic scientists involved in geomatics science and technology. Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements
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