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基于 GEE 和 BRT 的 1984-2019 年中国长三角地区生态友好型发展示范区植被覆盖变化。

Vegetation coverage change of the demonstration area of ecologically friendly development in the Yangtze River Delta, China based on GEE and BRT during 1984-2019.

机构信息

School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China.

Shanghai Key Laboratory for Urban Ecological Processes and Eco-Restoration, Shanghai 200241, China.

出版信息

Ying Yong Sheng Tai Xue Bao. 2021 Mar;32(3):1033-1044. doi: 10.13287/j.1001-9332.202103.011.

Abstract

The demonstration area of ecologically friendly development in the Yangtze River Delta is a major national strategy area, and thus eco-environmental protection should be a priority for the sustainable development. Exploring the spatial-temporal variations of franctional vegetation coverage (FVC) is conducive to accurate assessing the ecological quality of environment, which is of great significance to regional sustainable development. In this study, the characteristics and trends of spatial-temporal variation of vegetation cover during 1984-2019 in the demonstration area were analyzed based on Google Earth Engine (GEE). The effects of different ecological factors on FVC were quantified by the boosted regression tree (BRT). Results showed that,the changing trend of FVC in the study area shifted from decreasing to increasing trend from 1984 to 2019. The spatial distribution of FVC in the study area varied with both stages and regions. FVC was mainly degraded. Compared with the year 1984, the area of vegetation degradation and improvement in 2019 accounted for 49.8% and 12.8%, respectively. The vegetation degradation mainly occurred in the north of Wujiang, south of Jiashan, and northeast of Qingpu. Human activities severely weakened the influence of natural factors on FVC. Our findings suggested that the GEE is an effective tool for monitoring the dynamics of vegetation coverage.

摘要

长三角生态绿色一体化发展示范区是国家重大战略区域,因此生态环境保护应是可持续发展的优先事项。探索植被覆盖度(FVC)的时空变化有利于准确评估环境生态质量,对区域可持续发展具有重要意义。本研究基于谷歌地球引擎(GEE),分析了 1984-2019 年示范区植被覆盖度的时空变化特征和趋势。通过提升回归树(BRT)量化了不同生态因素对 FVC 的影响。结果表明,示范区 FVC 的变化趋势从 1984 年到 2019 年由减少转为增加。研究区 FVC 的空间分布随阶段和区域而异。FVC 主要退化。与 1984 年相比,2019 年植被退化和改善的面积分别占 49.8%和 12.8%。植被退化主要发生在吴江北部、嘉善南部和青浦东北部。人类活动严重削弱了自然因素对 FVC 的影响。研究结果表明,GEE 是监测植被覆盖动态的有效工具。

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