地理空间分析
地图集(解剖学)
土地覆盖
分水岭
土地利用
地理
地图学
封面(代数)
变化分析
遥感
水文学(农业)
环境科学
自然地理学
环境资源管理
地质学
计算机科学
土木工程
工程类
机械工程
古生物学
岩土工程
机器学习
作者
Mohammed Idrissi,Er-Riyahi Saber,Ayoub Al Mashoudi
标识
DOI:10.2478/environ-2024-0024
摘要
Abstract The Imouzzer Kandar plateau, located in the Middle Atlas of Morocco, has experienced significant land use changes over the past decades, characterized by the expansion of agricultural lands and the regression of forests and wetlands. This study aimed to detect these changes and assess their impact on the wetlands of the Imouzzer Kandar plateau. To achieve this, three Landsat satellite images from 1984, 1998, and 2018 were analyzed using the diachronic method, employing a supervised classification with the Nearest Neighbour Classifier within a Geographic Information System (GIS) framework. The classification accuracy for the three dates reached 92%, providing reliable and actionable insights. Over the 34-year period, approximately 44% of the study area, equivalent to 32,097 hectares, underwent land use changes. The confusion matrix revealed a substantial increase in agricultural and rangeland areas, coupled with a decrease in forest cover and lake area within the Dayet Aoua watershed. Most wetlands, approximately 152.37 hectares, have been converted into rangeland. The analysis further highlighted the irreversible expansion of agricultural land at the expense of areas of wetlands, with 33.34% of this expansion, about 88.20 hectares, being replaced by water-intensive agriculture.
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