Suppr超能文献

基于GEE的1998—2018年京津冀地区土地利用变化对生态系统服务价值的影响

[Influence of Land Use Change on Ecosystem Service Value Based on GEE in the Beijing-Tianjin-Hebei Region from 1998 to 2018].

作者信息

Lou Pei-Qing, Fu Bo-Lin, Lin Xing-Chen, Bi Lu, Ma Rui-Xue, Tang Ting-Yuan

机构信息

Guangxi Key Laboratory of Spatial Information and Surveying, College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541006, China.

出版信息

Huan Jing Ke Xue. 2019 Dec 8;40(12):5473-5483. doi: 10.13227/j.hjkx.201905079.

Abstract

In sustainable development assessment of the Beijing-Tianjin-Hebei region, the ability to dynamically estimate the value of ecosystem services is of great significance. This study considers the Beijing-Tianjin-Hebei region as the research area, based on the google earth engine (GEE); the classification and decision tree (CART) classification algorithm was adopted to supervise and classify the Landsat Thematic Mapper/Operational Land Imager (TM/OLI) images in the study area in 1998, 2003, 2008, 2013, and 2018, and land use types in these five periods were obtained. Quantitative analysis of the dynamic changes of land use in the Beijing-Tianjin-Hebei region from 1998 to 2018 was carried out. Then, the ecosystem service value (ESV) equivalent estimation method was used to quantitatively estimate the ESV in the Beijing-Tianjin-Hebei region and combine it with a 15 km×15 km scale grid to detect its temporal and spatial dynamics. The main results were as follows. ① From 1998 to 2018, the area of construction land (increased by 16.67%) and grassland (reduced by 13.73%) in the six land use types in the Beijing-Tianjin-Hebei region was the largest, and the change in the proportion of water bodies (0.2%) was the smallest. ② The total value of ESV in the Beijing-Tianjin-Hebei region experienced a short-term increase from 1998 to 2003 (an increase of 91.97×10 yuan), and continued to decrease from 2003 to 2018 (a decrease of 239.07×10 yuan), mainly related to the expansion of construction land area in the other three time periods excluding 1998 and 2003. Among the six land use types, the forest provides the highest value of ecosystem services, and the construction land and unused land provide the lowest value of ecosystem services. ③ The ESV time-space analysis based on the 15 km×15 km scale grid showed that the ESV medium area in the Beijing-Tianjin-Hebei region gradually decreased from 1998 to 2018, the ESV lower area and the higher area gradually increased, and the ESV lower-area growth rate was higher than for the higher area. ④ The revised value of the Beijing-Tianjin-Hebei region (sensitivity coefficient range 0-0.83) has good significance and reliability. In future economic development, the Beijing-Tianjin-Hebei region should rationally optimize the land use pattern and strengthen the protection of forest land, grassland, water bodies and cultivated land.

摘要

在京津冀地区的可持续发展评估中,动态估算生态系统服务价值的能力具有重要意义。本研究以京津冀地区为研究区域,基于谷歌地球引擎(GEE);采用分类与决策树(CART)分类算法对1998年、2003年、2008年、2013年和2018年研究区域内的陆地卫星专题制图仪/业务陆地成像仪(TM/OLI)影像进行监督分类,获取这五个时期的土地利用类型。对1998年至2018年京津冀地区土地利用的动态变化进行了定量分析。然后,运用生态系统服务价值(ESV)当量估算方法对京津冀地区的ESV进行定量估算,并结合15千米×15千米尺度的网格来探测其时空动态。主要结果如下。①1998年至2018年,京津冀地区六种土地利用类型中,建设用地面积增加了16.67%,草地面积减少了13.73%,变化幅度最大,水体比例变化最小(0.2%)。②京津冀地区ESV总值在1998年至2003年经历了短期增长(增加了91.97×10元),在2003年至2018年持续下降(减少了239.07×10元),这主要与1998年和2003年以外的其他三个时期建设用地面积的扩张有关。在六种土地利用类型中,森林提供的生态系统服务价值最高,建设用地和未利用地提供的生态系统服务价值最低。③基于15千米×15千米尺度网格的ESV时空分析表明,1998年至2018年京津冀地区ESV中等区域逐渐减少,ESV较低区域和较高区域逐渐增加,且ESV较低区域的增长率高于较高区域。④京津冀地区的修正值(敏感性系数范围为0 - 0.83)具有良好的意义和可靠性。在未来经济发展中,京津冀地区应合理优化土地利用格局,加强对林地、草地、水体和耕地的保护。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验