Zhang Kai,Yi Guihua,Zhang Tingbin,et al.Analysis of trade-off and synergistic relationships and attribution of ecosystem services in Western Sichuan Plateau[J].Research of Soil and Water Conservation,2025,32(02):366-376.[doi:10.13869/j.cnki.rswc.2025.02.022]
川西高原生态系统服务功能权衡协同关系及其归因分析
- Title:
- Analysis of trade-off and synergistic relationships and attribution of ecosystem services in Western Sichuan Plateau
- 文章编号:
- 1005-3409(2025)02-0366-11
- 分类号:
- X171.1
- 文献标志码:
- A
- 摘要:
- [目的]分析川西高原3种关键生态系统服务的权衡协同关系,揭示自然因素的影响机制,进而为川西高原的可持续发展提供科学支撑。[方法]基于InVEST模型评估并分析了川西高原2000年、2005年、2010年、2015年、2020年水源涵养、土壤保持和碳存储3种生态系统服务功能及其时空分布特征,利用双变量Moran's I指数分析了川西高原生态系统服务功能间的权衡协同关系,使用冗余分析揭示了各生态系统服务功能的影响因素。[结果]川西高原多年平均水源涵养量为249.24 mm,土壤保持量为226.18 t/hm2,碳存储量为118.56 t/hm2。土壤保持和水源涵养功能之间以及水源涵养和碳存储功能之间的协同关系呈增强趋势,土壤保持和碳存储功能之间的协同关系保持稳定。[结论]2000—2020年,协同关系是川西高原水源涵养、土壤保持和碳存储功能之间的主导关系,水源涵养主要受降水和气温影响,土壤保持主要受林地、灌木和降水影响,碳存储主要受林地和灌木影响。
- Abstract:
- [Objective]The aims of this study are to analyze the trade-offs and synergies among three key ecosystem services on the Western Sichuan Plateau, to reveal the influence mechanisms of natural factors, and to provide scientific support for sustainable development on the Western Sichuan Plateau. [Methods]Based on the InVEST model, the spatial-temporal distribution characteristics of three ecosystem service functions:water retention, soil retention, and carbon storage, in the Western Sichuan Plateau in 2000, 2005, 2010, 2015 and 2020 were assessed and analyzed. The trade-off and synergistic relationships among these ecosystem service functions were analyzed using the bivariate Moran's I index. The influencing factors of each ecosystem service function were revealed through redundancy analysis. [Results]The average annual water retention in the Western Sichuan Plateau was 249.24 mm, soil retention was 226.18 t/hm2, and carbon storage was 118.56 t/hm2. The synergistic relationship between soil retention and water retention functions and between water retention and carbon storage functions showed an increasing trend. The synergistic relationship between soil retention and carbon storage functions remained stable. [Conclusion]From 2000 to 2020, the synergy relationship was the dominant one among water retention, soil retention and carbon storage functions in the Western Sichuan Plateau. Water retention was mainly influenced by precipitation and temperature. Soil retention was primarily affected by forestland, shrubs and precipitation, while carbon storage was primarily influenced by forestland and shrubs.
参考文献/References:
[1]Costanza R, d'Arge R, de Groot R, et al. The value of the world's ecosystem services and natural capital[J]. Nature, 1997,387(6630):253-260.
[2]谢高地,肖玉,鲁春霞.生态系统服务研究:进展、局限和基本范式[J].植物生态学报,2006,30(2):191-199.
Xie G D, Xiao Y, Lu C X. Study on ecosystem services:progress, limitation and basic paradigm[J]. Journal of Plant Ecology, 2006,30(2):191-199.
[3]李双成,张才玉,刘金龙,等.生态系统服务权衡与协同研究进展及地理学研究议题[J].地理研究,2013,32(8):1379-1390.
Li S C, Zhang C Y, Liu J L, et al. The tradeoffs and synergies of ecosystem services:research progress, development trend, and themes of geography[J]. Geographical Research, 2013,32(8):1379-1390.
[4]张骞,马丽,张中华,等.青藏高寒区退化草地生态恢复:退化现状、恢复措施、效应与展望[J].生态学报,2019,39(20):7441-7451.
Zhang Q, Ma L, Zhang Z H, et al., Ecological restoration of degraded grassland in Qinghai-Tibet alpine region:degradation status, restoration measures, effects and prospects[J]. Acta Ecologica Sinica, 2019,39(20):7441-7451.
[5]Zheng H, Wang L J, Wu T. Coordinating ecosystem service trade-offs to achieve win-win outcomes:a review of the approaches[J]. Journal of Environmental Sciences(China), 2019,82:103-112.
[6]Wu S Y, Li S C. Ecosystem service relationships:formation and recommended approaches from a systematic review[J]. Ecological Indicators, 2019,99:1-11.
[7]张紫怡,刘艳芳,张扬,等.生态系统服务协同权衡对影响因子的空间响应:以福建省生态功能区为例[J].武汉大学学报:信息科学版,2022,47(1):111-125.
Zhang Z Y, Liu Y F, Zhang Y, et al. Spatial non-stationary response of the ecosystem services synergy and tradeoff to influencing factors:a case study of ecological function area in Fujian Province[J]. Geomatics and Information Science of Wuhan University, 2022,47(1):111-125.
[8]李成,赵洁,庄智程,等.长三角城市群生态系统服务权衡强度时空演变及影响因素[J].生态学报,2022,42(14):5708-5720.
Li C, Zhao J, Zhuang Z C, et al. Spatiotemporal dynamics and influencing factors of ecosystem service trade-offs in the Yangtze River Delta urban agglomeration[J]. Acta Ecologica Sinica, 2022,42(14):5708-5720.
[9]肖玖军,吴凯,张蓝月,等.云贵高原岩溶区生态系统服务功能重要性空间分异研究[J].水土保持通报,2022,42(6):332-342.
Xiao J J, Wu K, Zhang L Y, et al. Spatial differentiation of importance of ecosystem services in karst area of Yunnan-Guizhou Plateau[J]. Bulletin of Soil and Water Conservation, 2022,42(6):332-342.
[10]兰永真,孙特生,李韦韦.陇东黄土高原农田生态系统服务及其权衡协同关系[J].农业工程学报,2023,39(12):236-244.
Lan Y Z, Sun T S, Li W W. Trade-offs and synergies of farmland ecosystem services in Loess Plateau:a case study of Longdong Region, Northwest China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2023,39(12):236-244.
[11]张素兰,严金明,高成凤.四川水土资源可持续利用与生态保护[J].长江流域资源与环境,2008,17(6):872-877.
Zhang S L, Yan J M, Gao C F. On the sustainable use of water and soil resources and ecological protection in Sichuan Province[J]. Resources and Environment in the Yangtze Basin, 2008,17(6):872-877.
[12]Gao L P, Kinnucan H W, Zhang Y Q, et al. The effects of a subsidy for grassland protection on livestock numbers, grazing intensity, and herders' income in Inner Mongolia[J]. Land Use Policy, 2016,54:302-312.
[13]钟鼎杰,孙梦鑫,张岳,等.2001—2020年川西高原积雪时空变化及影响因素分析研究[J].干旱区资源与环境,2021,35(11):111-118.
Zhong D J, Sun M X, Zhang Y, et al. Spatio-temporal variation and influencing factors of snow cover in West Sichuan Plateau from 2001 to 2020[J]. Journal of Arid Land Resources and Environment, 2021,35(11):111-118.
[14]Yang J, Huang X. The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019[J]. Earth System Science Data, 2021,13(8):3907-3925.
[15]Zhang L, Hickel K, Dawes W R, et al. A rational function approach for estimating mean annual evapotranspiration[J]. Water Resources Research, 2004,40(2):W02502.
[16]Pribyl D W. A critical review of the conventional SOC to SOM conversion factor[J]. Geoderma, 2010,156(3/4):75-83.
[17]刘越,李雨珊,单姝瑶,等.甘肃祁连山国家级自然保护区水源涵养量的时空变化[J].草业科学,2021,38(8):1420-1431.
Liu Y, Li Y S, Shan S Y, et al. Spatiotemporal variability in the water conservation amount in Gansu Qilian Mountain National Nature Reserve[J]. Pratacultural Science, 2021,38(8):1420-1431.
[18]钱彩云,巩杰,张金茜,等.甘肃白龙江流域生态系统服务变化及权衡与协同关系[J].地理学报,2018,73(5):868-879.
Qian C Y, Gong J, Zhang J X, et al. Change and tradeoffs-synergies analysis on watershed ecosystem services:a case study of Bailongjiang Watershed, Gansu[J]. Acta Geographica Sinica, 2018,73(5):868-879.
[19]Legendre P. Studying beta diversity:ecological variation partitioning by multiple regression and canonical analysis[J]. Journal of Plant Ecology, 2008,1(1):3-8.
[20]milauer P, Lep J. Multivariate analysis of ecological data using CANOCO 5[M]. Cambridge:University Press, 2014.
[21]何刘洁,郑博福,万炜,等.长江经济带生态系统服务权衡与协同及其驱动因素[J].环境科学,2024,45(6):3318-3328.
He L J, Zheng B F, Wan W, et al. Trade-off and synergy of ecosystem services in the Yangtze River economic belt and its driving factors[J]. Environmental Science, 2024,45(6):3318-3328.
[22]Wen X, Zhen L. Soil erosion control practices in the Chinese Loess Plateau:a systematic review[J]. Environmental Development, 2020,34:100493.
[23]Jiang S S, Chen X, Smettem K, et al. Climate and land use influences on changing spatiotemporal patterns of mountain vegetation cover in Southwest China[J]. Ecological Indicators, 2021,121:107193.
[24]Rao E M, Ouyang Z Y, Yu X X, et al. Spatial patterns and impacts of soil conservation service in China[J]. Geomorphology, 2014,207:64-70.
[25]Xiong Q L, Xiao Y, Ouyang Z Y, et al. Bright side:the impacts of Three Gorges Reservoir on local ecological service of soil conservation in southwestern China[J]. Environmental Earth Sciences, 2017,76(8):323.
[26]Ran C, Wang S J, Bai X Y, et al. Evaluation of temporal and spatial changes of global ecosystem health[J]. Land Degradation & Development, 2021,32(3):1500-1512.
[27]Wu W Y, Lo M H, Wada Y, et al. Divergent effects of climate change on future groundwater availability in key mid-latitude aquifers[J]. Nature Communications, 2020,11(1):3710.
[28]Miyata S, Kosugi K, Gomi T, et al. Effects of forest floor coverage on overland flow and soil erosion on hillslopes in Japanese cypress plantation forests[J]. Water Resources Research, 2009,45(6):W06402.
[29]Shin S S, Park S D, Pierson F B, et al. Evaluation of physical erosivity factor for interrill erosion on steep vegetated hillslopes[J]. Journal of Hydrology, 2019,571:559-572.
[30]Sun W Y, Shao Q Q, Liu J Y, et al. Assessing the effects of land use and topography on soil erosion on the Loess Plateau in China[J]. Catena, 2014,121:151-163.
相似文献/References:
[1]梁春玲,谷胜利.南四湖湿地生态系统能值分析与区域发展[J].水土保持研究,2012,19(02):185.
LIANG Chun-ling,GU Sheng-li.Analysis on Energy Value of Wetland Ecosystem of Nansi Lake in Shandong Province of China and Regional Development[J].Research of Soil and Water Conservation,2012,19(02):185.
[2]王伟林,黄贤金,钟太洋.区域土地利用变化的生态系统服务价值响应——以南京市为例[J].水土保持研究,2009,16(01):212.
WANG Wei-lin,HUANG Xian-jin,ZHONG Tai-yang.Area Land Use Change Responses to the Ecosystem Service Value—A Case Study of Nanjing City[J].Research of Soil and Water Conservation,2009,16(02):212.
[3]陈晓林,杨忠,熊东红,等.昌都地区生态系统服务功能价值评估[J].水土保持研究,2008,15(01):156.
CHEN Xiao-lin,YANG Zhong,XIONG Dong-hong,et al.The Valuation of Ecosystem Services in Changdu, Tibet[J].Research of Soil and Water Conservation,2008,15(02):156.
[4]郭兵,姜琳,孙彩红,等.基于多源数据的岷江上游生态系统服务价值动态评估[J].水土保持研究,2017,24(06):131.
GUO Bing,JIANG Lin,SUN Caihong,et al.Dynamic Evaluation on Ecosystem Service Value of the Upper Reaches of Minjiang River Based on Multi-Source Data[J].Research of Soil and Water Conservation,2017,24(02):131.
[5]吴丹,邵全琴,刘纪远,等.中国草地生态系统水源涵养服务时空变化[J].水土保持研究,2016,23(05):256.
WU Dan,SHAO Quanqin,LIU Jiyuan,et al.Spatiotemporal Dynamics of Water Regulation Service of Grassland Ecosystem in China[J].Research of Soil and Water Conservation,2016,23(02):256.
[6]阿依努尔·艾尼,玉米提·哈力克,塔依尔江·艾山,等.利益相关者对塔里木河下游荒漠河岸林生态系统服务的认知度分析[J].水土保持研究,2016,23(01):205.
Ayinuer·Aini,Umut·Halik,Tayierjiang·Aishan,et al.Analysis of Stakeholders’ Cognition on Desert Riparian Forest Ecosystem Services in the Lower Reaches of Tarim River, China[J].Research of Soil and Water Conservation,2016,23(02):205.
[7]杜国明,孙晓兵,刘彦随.延安市退耕对生态的影响及其人文驱动因素分析[J].水土保持研究,2016,23(03):233.
DU Guoming,SUN Xiaobing,LIU Yansui.Analysis of Ecological Restoration on Ecosystem Services and Its Human Driving Factors in Yan’an City[J].Research of Soil and Water Conservation,2016,23(02):233.
[8]王敏,阮俊杰,姚佳,等.基于InVEST模型的生态系统土壤保持功能研究——以福建宁德为例[J].水土保持研究,2014,21(04):184.
WANG Min,RUAN Jun-jie,YAO Jia,et al.Study on Soil Conservation Service of Ecosystem Based on InVEST Model—A Case Study of Ningde City, Fujian Province[J].Research of Soil and Water Conservation,2014,21(02):184.
[9]周涛,李天宏.陕西省退耕还林(草)前后LUCC对生态系统服务的影响[J].水土保持研究,2014,21(01):246.
ZHOU Tao,LI Tian-hong.Influence of Land Use/Cover Changes on Ecosystem Services in Shaanxi Province before and after Returning Farmland to Forest/Grass[J].Research of Soil and Water Conservation,2014,21(02):246.
[10]牛志君,周亚鹏,王树涛,等.县域土地利用变化对碳储量的影响与评价——以黑龙港流域巨鹿县为例[J].水土保持研究,2018,25(03):292.
NIU Zhijun,ZHOU Yapeng,WANG Shutao,et al.Influence and Evaluation of Land Use Change on Carbon Storage on County Scale—A Case Study of Julu County in Heilonggang Basin[J].Research of Soil and Water Conservation,2018,25(02):292.
[11]刘永婷,杨 钊,章 翩,等.安徽省生态系统服务时空变化及权衡-协同关系[J].水土保持研究,2023,30(02):413.[doi:10.13869/j.cnki.rswc.2023.02.006]
LIU Yongting,YANG Zhao,ZHANG Pian,et al.Spatiotemporal Change and Trade-off/Synergy Relationships Among Multiple Ecosystem Services in Anhui Province[J].Research of Soil and Water Conservation,2023,30(02):413.[doi:10.13869/j.cnki.rswc.2023.02.006]
[12]张铭丹,李运刚.瑞丽江-大盈江流域生态系统服务权衡与协同关系研究[J].水土保持研究,2023,30(06):415.[doi:10.13869/j.cnki.rswc.2023.06.017]
Zhang Mingdan,Li Yungang.Study on Ecosystem Service Trade-off/Synergy Relationship in Ruili-Daying River Basin[J].Research of Soil and Water Conservation,2023,30(02):415.[doi:10.13869/j.cnki.rswc.2023.06.017]
备注/Memo
收稿日期:2024-04-12 修回日期:2024-06-06 接受日期:2024-06-27
资助项目:国家自然科学基金(41801099); 四川省科技计划项目(2022YFS0491)
第一作者:张恺(1998—),男,四川绵阳人,硕士研究生,研究方向为资源与环境遥感。E-mail:ccuhyibt@163.com
通信作者:易桂花(1982—),女,四川南部人,博士,教授,主要从事资源与环境遥感研究。E-mail:yigh@cdut.edu.cn