基于“水-能源-粮食”关系的生态系统服务供需匹配研究——以天山北坡城市群为例

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Matching between supply and demand of ecosystem services based on the “water-energy-food” nexus: A case of the urban agglomeration on the northern slope of Tianshan Mountains

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doi:10.12118/j.issn.1000-6060.2024.522

Abstract:

Water, energy, and food are critical components of ecosystem services, influencing the supply-demand balance and high-quality regional development. Using the InVEST model, supply-demand matching degree (SDMD), Pearson correlation analysis, and other methods, this study quantifies the spatiotemporal characteristics of four ecosystem services (water production, carbon sequestration, soil conservation, and food provision) in the urban agglomeration on the northern slope of the Tianshan Mountains, Xinjiang, China from 2000 to 2020 and explores the spatial heterogeneity of supply-demand matching at different scales. The results indicate that: (1) The overall supply of food provision services in the study area exhibited an upward trend, whereas the supply of water production, carbon sequestration, and soil conservation services declined. The demand for all four services increased. (2) The supply of water production and food provision services was higher in the west and lower in the east, while demand was concentrated in densely populated areas in a point-like distribution. Carbon sequestration services had higher supply levels in the southwest and central regions and lower levels in the northeast. The supply and demand of soil conservation services formed a point-like high-value distribution in the Tianshan Mountains, with their spatial distribution roughly aligned. (3) The SDMD of soil conservation and food provision services increased, whereas the SDMD of water production and carbon sequestration services decreased. SDMD exhibited spatial heterogeneity across different scales, with the most significant variations observed at the grid scale. (4) The spatial differentiation of ecosystem services was evident, highlighting the need for zoning control, classification optimization, and hierarchical governance. These strategies can provide scientific support for high-quality economic and social development, ecological protection, and the restoration of the urban agglomeration on the northern slope of the Tianshan Mountains.

Key words: “water-energy-food” nexus, ecosystem services, matching supply and demand, InVEST model

LI Bingkun, ZHANG Xiaoke, LUO Zhanbin, MA Jing, YANG Yongjun, CHEN Fu. Matching between supply and demand of ecosystem services based on the “water-energy-food” nexus: A case of the urban agglomeration on the northern slope of Tianshan Mountains[J].Arid Land Geography, 2025, 48(4): 571-585.

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[1]	高爽, 王少剑, 莫惠斌. 全球视角下中国城镇化进程及其碳排放效应的比较研究[J]. 地理科学, 2024, 44(2): 204-215. doi: 10.13249/j.cnki.sgs.20220989
	[Gao Shuang, Wang Shaojian, Mo Huibin. A comparative study of China’s urbanization process and its carbon emission effect from a global perspective[J]. Scientia Geographica Sinica, 2024, 44(2): 204-215.] doi: 10.13249/j.cnki.sgs.20220989
[2]	常奂宇, 赵勇, 桑学锋, 等. 京津冀水资源-粮食-能源-生态协同调控研究Ⅰ: 方法与模型[J]. 水利学报, 2022, 53(6): 655-665.
	[Chang Huanyu, Zhao Yong, Sang Xuefeng, et al. Research on the coordinated regulation of water resources-food-energy-ecology in Beijing-Tianjin-Hebei region I: Methods and model[J]. Journal of Hydraulic Engineering, 2022, 53(6): 655-665.]
[3]	任东风, 曹爱华, 杜文婧. 辽宁省生态系统服务价值及粮食供需变化[J]. 土壤通报, 2023, 54(3): 527-535.
	[Ren Dongfeng, Cao Aihua, Du Wenjing. Ecosystem service value and changes in food supply and demand in Liaoning Province[J]. Chinese Journal of Soil Science, 2023, 54(3): 527-535.]
[4]	官冬杰, 张喻翔, 陈明珠, 等. 水源供给服务供需流空间不匹配特征识别及优化[J]. 生态学报, 2024, 44(12): 5070-5082.
	[Guan Dongjie, Zhang Yuxiang, Chen Mingzhu, et al. Identification and optimization of spatial mismatch characteristics of supply and demand flows for water supply services[J]. Acta Ecologica Sinica, 2024, 44(12): 5070-5082.]
[5]	Hoff H. Understanding the nexus background paper for the Bonn 2011 conference: The water energy and food security nexus[R]. Stockholm: Stockholm Environment Institute, 2011.
[6]	陈骏宇, 王慧敏, 刘钢, 等. “水-能-粮”视角下杭嘉湖区域生态系统服务供需测度及政策研究[J]. 长江流域资源与环境, 2019, 28(3): 542-553.
	[Chen Junyu, Wang Huimin, Liu Gang, et al. Evaluation of ecosystem services and its adaptive policies in the Hangjiahu region under water-energy-food nexus[J]. Resources and Environment in the Yangtze Basin, 2019, 28(3): 542-553.]
[7]	余昊轩, 汤江龙, 陈荣清. 湖北省生态系统服务供需时空演变特征及其多尺度的空间平衡与匹配分析[J]. 环境科学, 2024, 45(11): 6477-6488.
	[Yu Haoxuan, Tang Jianglong, Chen Rongqing. Spatiotemporal evolution characteristics and multi-scale spatial balance and matching analysis of ecosystem service supply and demand in Hubei Province[J]. Environmental Science, 2024, 45(11): 6477-6488.]
[8]	胡飞鹏, 赵军, 孙紫云, 等. 石羊河流域生态系统服务相互作用的时空变化及驱动机制研究[J]. 干旱区地理, 2024, 47(10): 1755-1766. doi: 10.12118/j.issn.1000-6060.2023.708
	[Hu Feipeng, Zhao Jun, Sun Ziyun, et al. Spatiotemporal changes and driving mechanism of ecosystem service interactions in the Shiyang River Basin[J]. Arid Land Geography, 2024, 47(10): 1755-1766.] doi: 10.12118/j.issn.1000-6060.2023.708
[9]	孙杰, 解小爽. “水-能源-粮食”服务价值核算研究——以贵州省为例[J]. 资源与产业, 2020, 22(5): 37-47. doi: 10.13776/j.cnki.resourcesindustries.20200902.004
	[Sun Jie, Xie Xiaoshuang. Estimation of water-energy-food (WEF) servicing values based on a case study on Guizhou Province[J]. Resources & Industries, 2020, 22(5): 37-47.]
[10]	Rees W E. Revisiting carrying capacity: Area based indicators of sustainability[J]. Population and Environment, 1996, 17(3): 195-215.
[11]	Daily G C. Nature’s services: Societal dependence on natural ecosystems[M]. Washington, DC: Island Press, 1997.
[12]	Larondelle N, Lauf S. Balancing demand and supply of multiple urban ecosystem services on different spatial scales[J]. Ecosystem Services, 2016, 22: 18-31.
[13]	严岩, 朱捷缘, 吴钢, 等. 生态系统服务需求、供给和消费研究进展[J]. 生态学报, 2017, 37(8): 2489-2496.
	[Yan Yan, Zhu Jieyuan, Wu Gang, et al. Review and prospective applications of demand, supply, and consumption of ecosystem services[J]. Acta Ecologica Sinica, 2017, 37(8): 2489-2496.]
[14]	陈俊辰, 贺淑钰, 薛晶, 等. 多尺度生态系统服务的权衡关系及其对景观配置的响应——以湖北省为例[J]. 生态学报, 2023, 43(12): 4835-4846.
	[Chen Junchen, He Shuyu, Xue Jing, et al. Exploring ecosystem service trade-offs and their response to landscape configuration at multi-scales: A case study of Hubei Province[J]. Acta Ecologica Sinica, 2023, 43(12): 4835-4846.]
[15]	彭建, 杨旸, 谢盼, 等. 基于生态系统服务供需的广东省绿地生态网络建设分区[J]. 生态学报, 2017, 37(13): 4562-4572.
	[Peng Jian, Yang Yang, Xie Pan, et al. Zoning for the construction of green space ecological networks in Guangdong Province based on the supply and demand of ecosystem services[J]. Acta Ecologica Sinica, 2017, 37(13): 4562-4572.]
[16]	肖玉, 谢高地, 鲁春霞, 等. 基于供需关系的生态系统服务空间流动研究进展[J]. 生态学报, 2016, 36(10): 3096-3102.
	[Xiao Yu, Xie Gaodi, Lu Chunxia, et al. Involvement of ecosystem service flows in human wellbeing based on the relationship between supply and demand[J]. Acta Ecologica Sinica, 2016, 36(10): 3096-3102.]
[17]	赵雪雁, 马平易, 李文青, 等. 黄土高原生态系统服务供需关系的时空变化[J]. 地理学报, 2021, 76(11): 2780-2796. doi: 10.11821/dlxb202111013
	[Zhao Xueyan, Ma Pingyi, Li Wenqing, et al. Spatiotemporal changes of supply and demand relationships of ecosystem services in the Loess Plateau[J]. Acta Geographica Sinica, 2021, 76(11): 2780-2796.] doi: 10.11821/dlxb202111013
[18]	Ling M H, Qi T X, Li W, et al. Simulating and predicting the development trends of the water-energy-food-ecology system in Henan Province, China[J]. Ecological Indicators, 2024, 158: 111513, doi: 10.1016/j.ecolind.2023.111513.
[19]	王柯文, 马海涛. 天山北坡经济带城镇化与资源环境系统的关系研究进展——基于文献计量分析[J]. 生态学报, 2023, 43(18): 7807-7819.
	[Wang Kewen, Ma Haitao. Research progress on the relationship between urbanization and resource and environmental system in the economic belt of the northern slope of Tianshan Mountains: Based on bibliometric analysis[J]. Acta Ecologica Sinica, 2023, 43(18): 7807-7819.]
[20]	Ding T H, Chen J F, Fang L P, et al. Urban ecosystem services supply-demand assessment from the perspective of the water-energy-food nexus[J]. Sustainable Cities and Society, 2023, 90: 104401, doi: 10.1016/j.scs.2023.104401.
[21]	刘义, 史佩东, 刘淼, 等. 1990—2020年黄河流域沁河上游汇水区水源涵养功能空间格局与生态治理建议[J]. 中国地质, 2024, 51(6): 1917-1929.
	[Liu Yi, Shi Peidong, Liu Miao, et al. Spatial pattern of water conservation function and ecological management suggestions in the catchment area of the upper reaches of Qinhe River in the Yellow River Basin from 1990 to 2020[J]. Geology in China, 2024, 51(6): 1917-1929.]
[22]	李佳滢, 杨冬冬, 杨菲, 等. 城市化背景下景观格局对天津市生态系统服务供需匹配的影响[J]. 生态学报, 2024, 44(12): 4987-5002.
	[Li Jiaying, Yang Dongdong, Yang Fei, et al. Influence of landscape pattern on ecosystem service supply-demand mismatch in Tianjin within the context of urbanization[J]. Acta Ecologica Sinica, 2024, 44(12): 4987-5002.]
[23]	许光清, 邹骥. 系统动力学方法: 原理、特点与最新进展[J]. 哈尔滨工业大学学报(社会科学版), 2006, 8(4): 72-77.
	[Xu Guangqing, Zou Ji. The method of system dynamics: Principle characteristics and new development[J]. Journal of HIT (Social Sciences Edition), 2006, 8(4): 72-77.]
[24]	张中浩, 张永瑶, 胡熠娜, 等. 基于“水-能源-粮食”纽带的生态系统服务供需关系时空分布研究——以长三角生态绿色一体化发展示范区为例[J]. 生态学报, 2023, 43(22): 9430-9445.
	[Zhang Zhonghao, Zhang Yongyao, Hu Yina, et al. Spatial and temporal distribution of supply-demand of ecosystem services in the demonstration zone of green and integrated ecological development of the Yangtze River Delta from the perspective of water-energy-food nexus[J]. Acta Ecologica Sinica, 2023, 43(22): 9430-9445.]
[25]	安志英, 孙才志, 郝帅. 我国东北生态系统服务供需匹配关系——基于水-能源-粮食纽带视角[J]. 生态学报, 2024, 44(10): 4170-4186.
	[An Zhiying, Sun Caizhi, Hao Shuai. Matching relationship between supply and demand of ecosystem services from the perspective of water-energy-food nexus in northeast China[J]. Acta Ecologica Sinica, 2024, 44(10): 4170-4186.]
[26]	唐承延. 基于系统动力学的生态系统服务水-粮关系耦合研究——以泾河流域为例[D]. 西安: 陕西师范大学, 2020.
	[Tang Chengyan. Research on the coupling of water-food relationship in ecosystem services based on system dynamics: A case study of Jinghe River Basin[D]. Xi’an: Shaanxi Normal University, 2020.]
[27]	韩增林, 刘澄浩, 闫晓露, 等. 基于生态系统服务供需匹配与耦合协调的生态管理分区——以大连市为例[J]. 生态学报, 2021, 41(22): 9064-9075.
	[Han Zenglin, Liu Chenghao, Yan Xiaolu, et al. Coupling coordination and matches in ecosystem services supply-demand for ecological zoning management: A case study of Dalian[J]. Acta Ecologica Sinica, 2021, 41(22): 9064-9075.]
[28]	赵永玉, 阿里木江·卡斯木, 高鹏文, 等. 基于GIS的天山北坡城市群人居环境自然适宜性评价[J]. 生态科学, 2023, 42(5): 84-93.
	[Zhao Yongyu, Kasim Alimujiang, Gao Pengwen, et al. Evaluation of natural suitability of human settlements in urban agglomeration on the northern slope of Tianshan Mountain based on GIS[J]. Ecological Science, 2023, 42(5): 84-93.]
[29]	胡剑锋, 杨宜男. 生态系统服务供需视角下国家森林公园空间优化研究——以长三角地区为例[J]. 生态经济, 2024, 40(2): 173-180, 190.
	[Hu Jianfeng, Yang Yinan. Spatial optimization of national forest parks from the perspective of ecosystem service supply and demand: A case study of the Yangtze River Delta[J]. Ecological Economy, 2024, 40(2): 173-180, 190.]
[30]	Liu L M, Wu J G. Scenario analysis in urban ecosystem services research: Progress, prospects, and implications for urban planning and management[J]. Landscape and Urban Planning, 2022, 224: 104433, doi: 10.1016/j.landurbplan.2022.104433.
[31]	章恒全, 王贺, 陈洁, 等. 水-能-粮-土关联下长江经济带农业用水量时空特征及驱动因素分析[J]. 长江流域资源与环境, 2023, 32(8): 1748-1759.
	[Zhang Hengquan, Wang He, Chen Jie, et al. Study on spatial-temporal characteristics and driving factors of agricultural water use in the Yangtze River economic zone based on the perspectives of water-energy-food-land nexus[J]. Resources and Environment in the Yangtze Basin, 2023, 32(8): 1748-1759.]
[32]	李雨芩, 张鹏鹏, 张力小, 等. 中国水-能-粮资源适配格局动态演化及其驱动因素[J]. 生态学报, 2023, 43(21): 8985-8997.
	[Li Yuqin, Zhang Pengpeng, Zhang Lixiao, et al. Regional inequality of water-energy-food resources in China: Evolution trend and driving forces[J]. Acta Ecologica Sinica, 2023, 43(21): 8985-8997.]
[33]	李红梅, 巴贺贾依娜尔·铁木尔别克, 常顺利, 等. 天山北坡植被覆盖近30年时空变化及预测分析[J]. 生态学杂志, 2022, 41(12): 2414-2423.
	[Li Hongmei, Tiemuerbieke Bahejiayinaer, Chang Shunli, et al. Spatial-temporal variations in the past 30 years and prediction analysis of vegetation coverage in the northern slope of Tianshan Mountain[J]. Chinese Journal of Ecology, 2022, 41(12): 2414-2423.] doi: DOI: 10.13292/j.1000-4890.202212.019
[34]	方创琳, 高倩, 张小雷, 等. 城市群扩展的时空演化特征及对生态环境的影响——以天山北坡城市群为例[J]. 中国科学: 地球科学, 2019, 49(9): 1413-1424.
	[Fang Chuanglin, Gao Qian, Zhang Xiaolei, et al. Spatiotemporal characteristics of the expansion of an urban agglomeration and its effect on the ecoenvironment: Case study on the northern slope of the Tianshan Mountains[J]. Chinese Science: Earth Sciences, 2019, 49(9): 1413-1424.]
[35]	张鑫, 张丹, 张广森, 等. 关中平原城市群生态系统服务时空特征及生态功能区划分[J]. 干旱区地理, 2024, 47(9): 1587-1595. doi: 10.12118/j.issn.1000-6060.2023.555
	[Zhang Xin, Zhang Dan, Zhang Guangsen, et al. Spatiotemporal characteristics of ecosystem services and ecological function areas in Guanzhong Plain urban agglomeration[J]. Arid Land Geography, 2024, 47(9): 1587-1595.] doi: 10.12118/j.issn.1000-6060.2023.555
[36]	郅宏宇, 张磊. 黄河流域生态系统服务供需匹配及生态管理分区研究[J]. 环境污染与防治, 2023, 45(5): 730-735.
	[Zhi Hongyu, Zhang Lei. Supply and demand matching of ecosystem services and ecological management zoning in the Yellow River Basin[J]. Environmental Pollution and Prevention and Control, 2023, 45(5): 730-735.]
[37]	龚享林, 白永平, 张春悦, 等. 典型“山地-绿洲-荒漠”系统的生态系统服务簇空间分布及其成因分析——以石羊河流域为例[J]. 地理研究, 2025, 44(1): 292-304. doi: 10.11821/dlyj020240342
	[Gong Xianglin, Bai Yongping, Zhang Chunyue, et al. Spatial distribution of ecosystem service bundles and their causes in a typical “mountain-oasis-desert”system: A case study of Shiyang River Basin[J]. Geography Research, 2025, 44(1): 292-304.]
[38]	王林艳, 夏敏, 邹伟. 耦合生态服务供需的县域农业空间生态保护修复分区——以宜兴市为例[J]. 自然资源学报, 2024, 39(4): 858-877. doi: 10.31497/zrzyxb.20240407
	[Wang Linyan, Xia Min, Zou Wei. Ecological conservation and restoration zoning of county-level agricultural spatial ecology coupled with ecological service supply and demand: A case study of Yixing[J]. Journal of Natural Resources, 2024, 39(4): 858-877.] doi: 10.31497/zrzyxb.20240407
[39]	赵晓旭, 舒博宁, 孔舒. 基于InVEST模型的陕西黄土高原产水量时空变化与影响因素分析[J]. 甘肃水利水电技术, 2023, 59(10): 24-27.
	[Zhao Xiaoxu, Shu Boning, Kong Shu. Analysis of spatiotemporal changes and influencing factors of water production in Shaanxi Loess Plateau based on InVEST model[J]. Gansu Water Resources and Hydropower Technology, 2023, 59(10): 24-27.]
[40]	陈武迪, 刘晓煌, 李洪宇, 等. 基于InVEST模型的新疆1990—2018年产水服务时空变化及驱动因素分析[J]. 现代地质, 2024, 38(3): 636-647.
	[Chen Wudi, Liu Xiaohuang, Li Hongyu, et al. Spatiotemporal changes and driving factors of water yield service based on InVEST model in Xinjiang from 1990 to 2018[J]. Geoscience, 2024, 38(3): 636-647.]
[41]	张晓东, 武丹, 王莹, 等. 耦合InVEST与Geodetector模型的银川市生境质量时空演变特征及影响因子研究[J]. 干旱区地理, 2024, 47(7): 1242-1251. doi: 10.12118/j.issn.1000-6060.2023.563
	[Zhang Xiaodong, Wu Dan, Wang Ying, et al. Spatiotemporal evolution characteristics and influencing factors of habitat quality in Yinchuan City by coupling InVEST and Geodetector models[J]. Arid Land Geography, 2024, 47(7): 1242-1251.] doi: 10.12118/j.issn.1000-6060.2023.563
[42]	Yin D Y, Yu H C, Shi Y Y, et al. Matching supply and demand for ecosystem services in the Yellow River Basin, China: A perspective of the water-energy-food nexus[J]. Journal of Cleaner Production, 2023, 384: 135469, doi: 10.1016/j.jclepro.2022.135469.
[43]	侯晋星, 潘换换, 杜自强, 等. 山西黄河流域水生态系统服务时空分析[J]. 干旱区地理, 2024, 47(6): 1047-1060. doi: 10.12118/j.issn.1000-6060.2023.346
	[Hou Jinxing, Pan Huanhuan, Du Ziqiang, et al. Spatiotemporal analysis of water ecosystem services of the Yellow River Basin in Shanxi Province[J]. Arid Land Geography, 2024, 47(6): 1047-1060.] doi: 10.12118/j.issn.1000-6060.2023.346
[44]	王健, 曹巍, 黄麟. 基于水供需服务流及外溢价值核算的太湖流域横向生态补偿机制[J]. 生态学报, 2024, 44(3): 955-965.
	[Wang Jian, Cao Wei, Huang Lin. Horizontal payment for ecosystem services mechanism in Taihu Lake Basin based on water supply and demand service flow and spillover value accounting[J]. Acta Ecologica Sinica, 2024, 44(3): 955-965.]
[45]	丁鸿浩, 贺宏斌, 李佳蕾, 等. 城镇化和自然本底对生态系统服务权衡的影响: 以洛阳市为例[J]. 生态与农村环境学报, 2023, 39(12): 1568-1579.
	[Ding Honghao, He Hongbin, Li Jialei, et al. Impacts of urbanization and natural background on ecosystem service tradeoffs: A case study of Luoyang City[J]. Journal of Ecology and Rural Environment, 2023, 39(12): 1568-1579.]
[46]	赵雪纯, 菊春燕. 公园绿地与城市功能空间耦合协调关系及影响因素分析——以乌鲁木齐市为例[J]. 干旱区地理, 2024, 47(5): 898-908. doi: 10.12118/j.issn.1000-6060.2023.452
	[Zhao Xuechun, Ju Chunyan. Coupling coordination relationship between park green spaces and urban functional spaces and its influencing factors: A case of Urumqi City[J]. Arid Land Geography, 2024, 47(5): 898-908.] doi: 10.12118/j.issn.1000-6060.2023.452

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数据名称	数据来源	用途	数据格式	分辨率
土地利用数据	中国科学院资源环境科学数据中心（http://www.resdc.cn/）	土地利用数据	栅格数据	30 m
归一化植被指数（NDVI）	中国科学院资源环境科学数据中心（http://www.resdc.cn/）	植被覆盖度与植被覆盖管理因子	栅格数据	1 km
高程数据	地理空间数据云（http://www.gscloud.cn/）	坡度、流域阈值	栅格数据	250 m
土壤数据	世界土壤数据库（https://soilgrids.org/）	土壤可蚀性因子	栅格数据	1 km
年降水量	中国气象数据网（http://data.cma.cn/）	降水侵蚀因子	栅格数据	1 km
蒸散发量	MODIS热图像和全球天气数据集（http://www.ntsg.umt.edu/project/mod16）	蒸散发参数	栅格数据	1 km
根系深度	世界土壤数据库（HWSD）的中国土壤数据集V1.1（http://data.tpdc.ac.cn/zh-hans/data）	根系最大深度、植物蒸散系数、植物有效含水量	栅格数据	1 km
耗水量、能源消耗、粮食生产、食品需求	自治区及各市、县、兵团统计年鉴、水资源、能源公报	水资源、能源和粮食需求量	统计数据	行政单元
人口密度	WorldPop（https://www.worldpop.org/）	人口空间分布	栅格数据	1 km

年份	产水服务/t·hm^-2		固碳服务/t·hm^-2		土壤保持服务/t·hm^-2		粮食生产服务/t·hm^-2
年份	供给	需求	供给	需求	供给	需求	供给	需求
2000	505.08	534.80	78.64	0.65	89.51	33.42	0.10	0.03
2005	570.19	617.20	78.51	0.93	99.53	37.21	0.09	0.04
2010	722.02	520.40	78.53	1.10	108.83	38.73	0.14	0.04
2015	716.70	682.30	78.41	1.80	114.00	42.17	0.17	0.05
2020	416.09	598.90	78.04	1.96	71.66	36.80	0.12	0.04

Just accepted

Online first

Just accepted

Online first

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