{"title":"基于地理探测器和 PLUS 模型的辽河流域生态系统服务价值内部分布识别与多情景模拟","authors":"Changgeng Jia, Yu Fan, Chaoxiang Wei, Kunyu Luo, Sihui Li, Youtao Song","doi":"10.1007/s13157-023-01762-8","DOIUrl":null,"url":null,"abstract":"<p>Ecosystem services value (ESV) can assess the level of basin ecological restoration and provide a basis for ecological management decision-making. This study object selects Liaohe River Basin (LHB), a typical basin in Northeast China. The ecosystem service value variation caused by changes in land use cover and the spatial distribution characteristics was evaluated by employing the benefit transfer method, which is based on data sets for land use over 2000–2020. Meanwhile, geographical detector was employed to investigate the impacts and interactions of various factors driving the ESV, and predicted future changes in land and ESV by PLUS model. The results showed the following: (1) LHB land transformations mainly concentrated in the transformation between grassland, farmland and forestland. ESV in LHB decreased and then increased between 2000 and 2020 (1224 billion-928 billion-1238 billion), (2) Ecosystem service value exhibited a strong positive spatial autocorrelation, high ESV was mainly distributed in the eastern and western regions of LHB, and low ESV in the central region. (3) The variation in ecosystem service value mainly arose from the human activity intensity index of human factors. (4) In the future, the ecological protection priority scenario could improve the ESV in LHB, and the natural development priority and economic development priority scenario was not conducive to the improvement of ESV. The results showed that the ecological restoration effect of the LHB was obvious with the ecosystem service value is significantly improved. In the future, attention should be paid to control human activities and strengthen ecological protection in ESV hotspots.</p>","PeriodicalId":23640,"journal":{"name":"Wetlands","volume":"19 1","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identifying Internal Distributions and Multi-Scenario Simulation of Ecosystem Service Value in Liaohe Basin Based on Geodetector and PLUS Model\",\"authors\":\"Changgeng Jia, Yu Fan, Chaoxiang Wei, Kunyu Luo, Sihui Li, Youtao Song\",\"doi\":\"10.1007/s13157-023-01762-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Ecosystem services value (ESV) can assess the level of basin ecological restoration and provide a basis for ecological management decision-making. This study object selects Liaohe River Basin (LHB), a typical basin in Northeast China. The ecosystem service value variation caused by changes in land use cover and the spatial distribution characteristics was evaluated by employing the benefit transfer method, which is based on data sets for land use over 2000–2020. Meanwhile, geographical detector was employed to investigate the impacts and interactions of various factors driving the ESV, and predicted future changes in land and ESV by PLUS model. The results showed the following: (1) LHB land transformations mainly concentrated in the transformation between grassland, farmland and forestland. ESV in LHB decreased and then increased between 2000 and 2020 (1224 billion-928 billion-1238 billion), (2) Ecosystem service value exhibited a strong positive spatial autocorrelation, high ESV was mainly distributed in the eastern and western regions of LHB, and low ESV in the central region. (3) The variation in ecosystem service value mainly arose from the human activity intensity index of human factors. (4) In the future, the ecological protection priority scenario could improve the ESV in LHB, and the natural development priority and economic development priority scenario was not conducive to the improvement of ESV. The results showed that the ecological restoration effect of the LHB was obvious with the ecosystem service value is significantly improved. In the future, attention should be paid to control human activities and strengthen ecological protection in ESV hotspots.</p>\",\"PeriodicalId\":23640,\"journal\":{\"name\":\"Wetlands\",\"volume\":\"19 1\",\"pages\":\"\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2023-12-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Wetlands\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1007/s13157-023-01762-8\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Wetlands","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1007/s13157-023-01762-8","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
生态系统服务价值(ESV)可以评估流域生态修复水平,为生态管理决策提供依据。本研究选取东北典型流域辽河流域作为研究对象。基于 2000-2020 年土地利用数据集,采用效益转移法评估了土地利用覆盖变化引起的生态系统服务价值变化及其空间分布特征。同时,利用地理探测器研究了驱动生态系统服务价值的各种因素的影响和相互作用,并通过 PLUS 模型预测了未来土地和生态系统服务价值的变化。结果表明(1)LHB 土地变化主要集中在草地、耕地和林地之间的变化。2000-2020年间,LHB的ESV先降后升(12,240亿-9,280亿-12,380亿);(2)生态系统服务价值表现出较强的空间正自相关性,高ESV主要分布在LHB的东部和西部地区,低ESV分布在中部地区。(3)生态系统服务价值的变化主要来源于人为因素中的人类活动强度指数。(4)未来,生态保护优先情景可改善浐灞生态服务价值,自然发展优先和经济发展优先情景不利于生态服务价值的改善。结果表明,浐灞生态区生态修复效果明显,生态系统服务价值显著提高。未来应注意控制人类活动,加强ESV热点地区的生态保护。
Identifying Internal Distributions and Multi-Scenario Simulation of Ecosystem Service Value in Liaohe Basin Based on Geodetector and PLUS Model
Ecosystem services value (ESV) can assess the level of basin ecological restoration and provide a basis for ecological management decision-making. This study object selects Liaohe River Basin (LHB), a typical basin in Northeast China. The ecosystem service value variation caused by changes in land use cover and the spatial distribution characteristics was evaluated by employing the benefit transfer method, which is based on data sets for land use over 2000–2020. Meanwhile, geographical detector was employed to investigate the impacts and interactions of various factors driving the ESV, and predicted future changes in land and ESV by PLUS model. The results showed the following: (1) LHB land transformations mainly concentrated in the transformation between grassland, farmland and forestland. ESV in LHB decreased and then increased between 2000 and 2020 (1224 billion-928 billion-1238 billion), (2) Ecosystem service value exhibited a strong positive spatial autocorrelation, high ESV was mainly distributed in the eastern and western regions of LHB, and low ESV in the central region. (3) The variation in ecosystem service value mainly arose from the human activity intensity index of human factors. (4) In the future, the ecological protection priority scenario could improve the ESV in LHB, and the natural development priority and economic development priority scenario was not conducive to the improvement of ESV. The results showed that the ecological restoration effect of the LHB was obvious with the ecosystem service value is significantly improved. In the future, attention should be paid to control human activities and strengthen ecological protection in ESV hotspots.
期刊介绍:
Wetlands is an international journal concerned with all aspects of wetlands biology, ecology, hydrology, water chemistry, soil and sediment characteristics, management, and laws and regulations. The journal is published 6 times per year, with the goal of centralizing the publication of pioneering wetlands work that has otherwise been spread among a myriad of journals. Since wetlands research usually requires an interdisciplinary approach, the journal in not limited to specific disciplines but seeks manuscripts reporting research results from all relevant disciplines. Manuscripts focusing on management topics and regulatory considerations relevant to wetlands are also suitable. Submissions may be in the form of articles or short notes. Timely review articles will also be considered, but the subject and content should be discussed with the Editor-in-Chief (NDSU.wetlands.editor@ndsu.edu) prior to submission. All papers published in Wetlands are reviewed by two qualified peers, an Associate Editor, and the Editor-in-Chief prior to acceptance and publication. All papers must present new information, must be factual and original, and must not have been published elsewhere.