基于遥感生态指数的塔里木河流域生态环境质量评价及驱动因素。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-10-28 eCollection Date: 2024-01-01 DOI:10.7717/peerj.18368
Congcang Tang, Qiao Li, Hongfei Tao, Mahemujiang Aihemaiti, Zhenxia Mu, Youwei Jiang
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引用次数: 0

摘要

中国主要内陆塔里木河流域生态环境质量(EEQ)的变化对区域发展产生了重大影响。事实上,自 2000 年以来,塔里木河流域已实施了全面的生态环境措施。在此背景下,本研究的主要目的是利用遥感数据调查塔里木河流域 2000-2020 年间生态环境质量的时空演变并监测生态修复措施的效果。首先,基于中分辨率成像分光仪遥感数据构建了遥感生态指数(RSEI)。其次,利用莫兰指数和 Geodetector 分析了遥感生态指数的空间分布和因子。结果表明,塔里木河流域的总体 RSEI 值从 2000 年的 0.22 增至 2020 年的 0.25。此外,EEQ 较差地区的数值从 50.7% 下降到 44.73%,而 EEQ 中等地区的数值从 11.45% 上升到 16.91%。因此,研究结果表明,在 2000-2020 年期间,研究区域的环境经济质量总体上略有改善。另一方面,塔里木河流域的 EEQ 在 2000-2020 年期间表现出明显的空间自相关性,总体空间分布相对稳定。高聚集区分布在研究区西部、北部和南部的高海拔山区。相反,在中部和东部低海拔沙漠地区则出现了低聚集区。塔里木河流域的 EEQ 受归一化差异植被指数、地表水分、地表温度、归一化差异堆积和裸露土壤指数以及海拔等多个因素的相互作用影响。其中,热量是严重影响研究区域 EEQ 的主要驱动因素。事实上,热量值的增加可直接增强流域内冰川的融水径流,从而在短期内改善流域的 EEQ。此外,2015 年至 2020 年的快速城市化导致塔里木河流域的 RSEI 平均值在此期间下降了 0.1,因此 EEQ 水平略有下降。简而言之,从 2000 年到 2020 年,塔里木河流域的 EEQ 总体呈上升趋势,进一步证明了塔里木河流域在此期间实施的一系列生态恢复措施的有效性。
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Evaluation and driving factors of ecological environment quality in the Tarim River basin based on remote sensing ecological index.

Changes in the ecological environment quality (EEQ) in the main inland Tarim River Basin in China substantially impact the regional development. Indeed, comprehensive ecological environment measures have been implemented in the Tarim River Basin since 2000. In this context, the main objective of the present study was to investigate the spatiotemporal evolution of the EEQ and monitor the effectiveness of ecological restoration measures in the Tarim River Basin over the 2000-2020 period using remote sensing data. First, a Remote Sensing Ecological Index (RSEI) was constructed based on the Moderate Resolution Imaging Spectroradiometer remote sensing data. Second, the spatial distributions and factors of the RSEI were analyzed by using Moran's Index and Geodetector. The results indicated that the overall RSEI values for the Tarim River Basin increased from 0.22 in 2000 to 0.25 in 2020. Moreover, the values for areas with poor EEQ decreased from 50.7% to 44.73%, while those with moderate EEQ increased from 11.45% to 16.91%. Therefore, the results demonstrated a slight overall improvement in the EEQ of the study area over the 2000-2020 period. On the other hand, the EEQ in the Tarim River Basin exhibited a significant spatial autocorrelation in the 2000-2020 period, with a relatively stable overall spatial distribution. Areas with high-high aggregation were distributed in the high-elevation mountainous areas in the western, northern, and southern parts of the study area. In contrast, areas with low-low aggregation were observed in the central and eastern low-elevation desert areas. The EEQ in the Tarim River Basin was driven by the interactions of several factors, including the normalized difference vegetation index, land surface moisture, land surface temperature, normalized differential build-up and bare soil index, and elevation. In particular, heat was the main driving factor that severely impacted the EEQ in the study area. Indeed, increase in the heat values could directly enhance meltwater runoff from glaciers in the basin, thereby resulting in short-term improvement in the basin EEQ. Furthermore, rapid urbanization from 2015 to 2020 resulted in a decrease in the average RSEI value of the Tarim River Basin by 0.1 over this period, consequently, the EEQ level decreased slightly. Briefly, the EEQ in the Tarim River Basin showed an overall increasing trend from 2000 to 2020, further demonstrating the effectiveness of a series of implemented ecological restoration measures in the Tarim River Basin over this period.

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ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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