肯尼亚西部 Saiwa 湿地的土地利用和土地覆盖变化及其对保护 Sitatunga 羚羊的潜在影响

Millicent Anyango Owiti, Maurice Ongong’a Ogoma, Grace Wanjiru Kibue
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摘要

土地利用和土地覆盖(LULC)的变化是全球环境变化的重要驱动因素,影响着生态系统过程、生物循环和生物多样性。本研究旨在描述赛瓦湿地从 1993 年到 2023 年的土地利用和土地覆被变化,并讨论其对珍稀动物西塔通加羚羊的潜在影响。我们利用遥感和 GIS 技术,从美国地质调查局网站下载了无云 Landsat 图像,包括 Landsat TM、ETM+、OLI 和 Sentinel 图像。这些图像经过有监督和无监督分类,以识别各种 LULC 类别的光谱特征。分类后细化和使用 QGIS 的多日期分类后比较算法被用于变化检测。分析确定了五个 LULC 类别:林区、芦苇/罂粟区、草地/灌木区、裸露区和水域。结果表明,林地面积从 1993 年的 37% 减少到 2023 年的 34%,草地/灌木丛面积从 19% 减少到 16%。相反,芦苇/纸莎草从 24% 增加到 26%,裸露区域从 6% 增加到 8%。水域面积也从 13% 增加到 16%。这些变化归因于伐木、采矿、农业侵占等人类活动以及气候变化。我们预计,土地利用、土地利用的变化可能会对西塔通加羚羊的栖息地产生影响,在赛瓦湿地生态系统中,西塔通加羚羊的数量已从 2018 年的 200 只急剧下降到 2021 年的 60 只。立即采取保护和恢复措施对于保护赛瓦湿地生态系统及其相关生物多样性的完整性至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Land use land cover change and its potential implications on conservation of Sitatunga antelope in Saiwa wetland, western Kenya
Land use and land cover (LULC) changes are significant drivers of global environmental change, impacting ecosystem processes, biological cycles, and biodiversity. This study aimed to describe the LULC changes in Saiwa Wetland from 1993 to 2023 and discuss their potential impacts on the rare Sitatunga antelope. We utilized remote sensing and GIS technologies, downloading cloud-free Landsat images from the USGS website, including Landsat TM, ETM+, OLI, and Sentinel images. These images underwent supervised and unsupervised classification to identify spectral signatures of various LULC classes. Post-classification refinement and a multi-date post-classification comparison algorithm using QGIS were employed for change detection. The analysis identified five LULC classes: forested areas, reeds/papyrus, grass/shrub areas, bare areas, and water areas. Results indicated a decrease in forested areas from 37% in 1993 to 34% in 2023 and a reduction in grass/shrub areas from 19% to 16%. Conversely, reeds/papyrus increased from 24% to 26%, and bare areas increased from 6% to 8%. Water areas also saw an increase from 13% to 16%. These changes are attributed to human activities such as logging, mining, and agricultural encroachment, along with climatic changes. We envisage that the LULC changes could have effects on the habitats of Sitatunga antelope whose population has declined dramatically from 200 individuals in 2018 to 60 in 2021 in the Saiwa wetland ecosystem. Immediate conservation and restoration measures are essential to preserve the integrity of the Saiwa wetland ecosystem and its associated biodiversity.
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