利用归一化植被指数(NDVI)评估 Al-Ahsa 绿洲的植被变化及其成因

Q1 Social Sciences
Walid Chouari
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引用次数: 0

摘要

沙特阿拉伯东部地区前 Al-Ahsa 绿洲的椰枣林被废弃,导致脆弱的农业区变成了城市地区。绿洲的现状受到扩张和退化两个因素的影响。因此,研究植被覆盖的时空变化对于绿洲资源的可持续管理非常重要。本研究利用 1987 年、2002 年和 2021 年的 Landsat 卫星图像监测阿赫萨绿洲植被的时空变化,应用 1987 年至 2021 年的多时态归一化差异植被指数(NDVI)数据评估阿赫萨绿洲发生的环境和时空变化,并研究这些变化的影响因素。研究表明,1987-2021 年间,绿洲的生态环境有了显著改善,NDVI 值的增幅高于 0.10。2021 年,NDVI 最高值普遍高于 0.70,最低值基本保持不变。然而,NDVI 值在 0.20 至 0.30 之间有显著增加。归一化差异植被指数低值区域(0.00-0.20)基本保持稳定,但归一化差异植被指数高值区域(0.70 以上)在 1987-2021 年期间有所扩大。此外,本研究还发现,1987-2002 年期间,研究区北部地区的植被覆盖度增加最为显著,而 2002-2021 年期间,植被覆盖度的增加主要集中在研究区的北部和南部地区。从 1987 年到 2021 年,NDVI 值的变化最为明显,"绿色 "区域(NDVI 值超过 0.40)显著增加,表明绿洲的生态环境得到了极大改善。研究区域内的 50 个地面验证点对 NDVI 分类进行了验证,结果表明植被覆盖检测的平均准确率为 92.00%。总体而言,在 1987 年、2002 年和 2021 年,用户和生产者对 NDVI 分类的准确度都非常高。最后,本研究建议环保部门应加强整体林业项目安排,以防治风沙侵蚀,改善阿赫萨绿洲的生态环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of vegetation cover changes and the contributing factors in the Al-Ahsa Oasis using Normalized Difference Vegetation Index (NDVI)

The abandonment of date palm grove of the former Al-Ahsa Oasis in the eastern region of Saudi Arabia has resulted in the conversion of delicate agricultural area into urban area. The current state of the oasis is influenced by both expansion and degradation factors. Therefore, it is important to study the spatiotemporal variation of vegetation cover for the sustainable management of oasis resources. This study used Landsat satellite images in 1987, 2002, and 2021 to monitor the spatiotemporal variation of vegetation cover in the Al-Ahsa Oasis, applied multi-temporal Normalized Difference Vegetation Index (NDVI) data spanning from 1987 to 2021 to assess environmental and spatiotemporal variations that have occurred in the Al-Ahsa Oasis, and investigated the factors influencing these variation. This study reveals that there is a significant improvement in the ecological environment of the oasis during 1987–2021, with increase of NDVI values being higher than 0.10. In 2021, the highest NDVI value is generally above 0.70, while the lowest value remains largely unchanged. However, there is a remarkable increase in NDVI values between 0.20 and 0.30. The area of low NDVI values (0.00–0.20) has remained almost stable, but the region with high NDVI values (above 0.70) expands during 1987–2021. Furthermore, this study finds that in 1987–2002, the increase of vegetation cover is most notable in the northern region of the study area, whereas from 2002 to 2021, the increase of vegetation cover is mainly concentrated in the northern and southern regions of the study area. From 1987 to 2021, NDVI values exhibit the most pronounced variation, with a significant increase in the “green” zone (characterized by NDVI values exceeding 0.40), indicating a substantial enhancement in the ecological environment of the oasis. The NDVI classification is validated through 50 ground validation points in the study area, demonstrating a mean accuracy of 92.00% in the detection of vegetation cover. In general, both the user’s and producer’s accuracies of NDVI classification are extremely high in 1987, 2002, and 2021. Finally, this study suggests that environmental authorities should strengthen their overall forestry project arrangements to combat sand encroachment and enhance the ecological environment of the Al-Ahsa Oasis.

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来源期刊
Regional Sustainability
Regional Sustainability Social Sciences-Urban Studies
CiteScore
3.70
自引率
0.00%
发文量
20
审稿时长
21 weeks
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