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Land use/land cover change and its impacts on protected areas in Mengla County, Xishuangbanna, Southwest China

机译:西双版纳Men腊县的土地利用/土地覆被变化及其对保护区的影响

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Land use/land cover change (LUCC) in tropical areas threatens biodiversity and protected area integrity and then affects global ecosystem functions and services. In this study, the spatiotemporal patterns and processes of LUCC in Mengla County, Xishuangbanna, which is located on the northern edge of tropical Asia, were examined using a modified post-classification change detection technique based on random forest classifiers and Landsat images acquired at a 5-year time interval (e.g., 1994, 1999, 2004, 2009, and 2014) from 1994 to 2014, with a special focus on protected areas and their surroundings. The overall accuracies of land use/ land cover classification reached 90.13-97.90%, with kappa coefficients of 0.84-0.96. Massive but decelerating conversion from forests to artificial plantations has occurred in recent decades. From 1994 to 2014, the area of plantations increased by 1833.85 Km(2), whereas that of forests decreased by 1942.67 km(2). The expanded areas of artificial plantations decreased from 158.41 km(2) per year in 1994-1999 to 59.70 km(2) per year in 2009-2014. More considerable transformation from forests to artificial plantations occurred in lowland areas with elevations below 1000 m and at the edges of National Nature Reserves, which observed a forest loss rate of greater than 40% between 1994 and 2014. This poses serious challenges for sustaining both protected areas and surrounding human communities and to solve the increasingly escalating human-elephant conflicts. The complex food, biodiversity. and land use nexus in this region remain to be untangled in future study.
机译:热带地区的土地利用/土地覆盖变化(LUCC)威胁生物多样性和保护区的完整性,进而影响全球生态系统的功能和服务。在这项研究中,使用基于随机森林分类器和Landsat影像的改良后分类检测技术,研究了位于热带亚洲北部边缘西双版纳Men腊县的LUCC时空格局和过程。从1994年到2014年的5年时间间隔(例如1994、1999、2004、2009和2014),特别关注保护区及其周围地区。土地利用/土地覆被分类的总体准确性达到90.13-97.90%,卡帕系数为0.84-0.96。近几十年来,发生了从森林到人工林的大规模但缓慢的转变。从1994年到2014年,人工林面积增加了1383.85 Km(2),而森林面积减少了1942.67 km(2)。人工种植的面积从1994-1999年的每年158.41 km(2)减少到2009-2014年的每年59.70 km(2)。在海拔低于1000 m的低地地区和国家自然保护区的边缘,发生了从森林到人工林的更大转变,1994年至2014年间森林损失率超过40%。这对维持这两个保护区构成了严峻挑战。地区和周围的人类社区,以解决日益升级的人与大象之间的冲突。复杂的食物,生物多样性。而且该地区的土地利用关系有待进一步研究。

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