A study on the relationship between supply-demand relationship of ecosystem services and impact factors in Gansu Province
ZHAO Xiao-jiong1,2,3, SU Jun-de4, WANG-Jian1, JIN Wang-qiang3, CHEN-e5, ZHANG-Juan5, XIANG Ming5
1. Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China; 2. University of Chinese Academy of Sciences, Beijing 100049, China; 3. Gansu Academy of Eco-environmental Sciences, Lanzhou 730000, China; 4. Gansu Vocational & Technical College of Nonferrous Metallurgy, Jinchang 737100, China; 5. Gansu environmental monitoring center station, Lanzhou 730020, China
Abstract:Natural factors and socio-economic development have a profound impact on the supply and demand of regional ecosystem services, leading to imbalance of regional ecological service supply and demand. This study aims to analyze the pattern of supply-demand of ecosystem services in Gansu Province, and to explore their internal relationship under social and economic development. In this study, the evaluation matrix of regional supply and demand of ecosystem services was used to calculate the supply and demand intensity. The supply-demand index was introduced to represent the matching status of ecosystem services. The impact of both natural and socio-economic factors on the supply-demand index of ecosystem service was studied by using geographical detector, revealing the spatiotemporal changing patterns of supply and demand. Our results show that:the spatial distribution of ecosystem supply-demand index is obviously inhomogeneous in Gansu Province, especially in the central and southern parts of Gansu Province, characterized by high supply-low demand and low supply-high demand, with the strongest mismatch observed in the central region of Gansu Province. Although this situation has been gradually mitigated since 2010, the discrepancy between supply and demand is still prominent in this region; From the perspective of trade-off and synergy of ecosystem services, there are many trade-offs between supply services, regulatory services and cultural services at the service supply side, while the synergy relationship is mainly found in regulatory services; on the service demand side, there is a synergy relationship between demand services and supply services, and the strongest synergy relationship is observed between supply services and other services. There is a trade-off relationship as well as a synergy relationship between the supply and demand indices of ecosystem services, whereas there is a trade-off relationship between demand and the supply-demand index of ecosystem service; The q value of annual precipitation and vegetation types is more than 50% on the impact of ecosystem services supply intensity, which is the main reason for the spatial differentiation. The population has the highest explanatory power on the demand intensity of ecosystem services, and the q value is more than 40%. In terms of the impact on the supply-demand index, the population in the socio-economic factors and the precipitation in the natural factors have the highest explanatory power, and the q value is more than 35%. The impact of factors on the supply capacity of ecosystem services (demand intensity, supply-demand index) is attributable to a variety of factors, and further enhanced nonlinearly.
赵晓冏, 苏军德, 王建, 晋王强, 陈锷, 张娟, 项明. 甘肃省生态服务供需关系及影响因子研究[J]. 中国环境科学, 2021, 41(10): 4926-4941.
ZHAO Xiao-jiong, SU Jun-de, WANG-Jian, JIN Wang-qiang, CHEN-e, ZHANG-Juan, XIANG Ming. A study on the relationship between supply-demand relationship of ecosystem services and impact factors in Gansu Province. CHINA ENVIRONMENTAL SCIENCECE, 2021, 41(10): 4926-4941.
MA (Millennium ecosystem assessment). Millennium ecosystem assessment:Living beyond our means-natural assets and human well-being world resources institute[M]. Washington D C:Island Press, 2005:3.
[2]
Costanza R, d'Arge R, De Groot R S, et al. The value of the world's ecosystem services and natural capital[J]. Nature, 1997,387:253-260.
[3]
Daily G. Nature's services:Societal dependence on natural ecosystems[M]. Washington D C:Island Press, 1997:75-76.
[4]
Daily G C, Polasky S, Goldstein J, et al. Ecosystem services in decision-making:time to deliver[J]. Frontiers in Ecology and the Environment, 2009,7(1):21-28.
[5]
Scholes R J, Reyers B, Biggs R, et al. Multi-scale and cross-scale assessments of social-ecological systems and their ecosystem services[J]. Current Opinion in Environmental Sustainability, 2013,5:16-25.
[6]
Burkhard B, Kroll F, Nedkov S, et al. Mapping ecosystem service supply, demand and budgets. Ecological Indicators, 2012,21(3):17-29.
[7]
Wolff S, Schulp C, Verburg P H. Mapping ecosystem services demand:A review of current research and future perspectives[J]. Ecological Indicators, 2015,55:159-171.
[8]
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 Y, Zhu J Y, Wu G, et al. Review and prospective applications of demand, supply and consumption of ecosystem services[J]. Acta ecologica sinica, 2017,37(8):2489-2496.
[9]
Schroter M, Barton D N, Remme R P, et al. Accounting for capacity and flow of ecosystem services:A conceptual model and a case study for Telemark, Norway[J]. Ecological Indicators, 2014,36:539-551.
[10]
Schulp C J E, Lautenbach S, Verburg P H. Quantifying and mapping ecosystem services:demand and supply of pollination in the European Union[J]. Ecological Indicators, 2014,36:131-141.
[11]
Palacios-Agundez I, Onaindia M, Barraqueta P, et al. Provisioning ecosystem services supply and demand:the role of landscape management to reinforce supply and promote synergies with other ecosystem services[J]. Land Use Policy, 2015,47:145-155.
[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]
Nedkov S, Burkhard B. Flood regulating ecosystem services-mapping supply and demand, in the Etropole municipality, Bulgaria[J]. Ecological Indicators, 2012,21:67-79.
[14]
Goldenberg R, Kalantari Z, Cvetkovic V, et al. Distinction, quantification and mapping of potential and realized supply-demand of flow-dependent ecosystem services[J]. Science of the Total Environment, 2017,593:599-609.
[15]
Baró F, Haase D, Gómez-Baggethun E, et al. Mismatches between ecosystem services supply and demand in urban areas:a quantitative assessment in five European cities[J]. Ecological Indicators, 2015,55:146-158.
[16]
Palomo I, Martín-López B, Potschin M, et al. National parks, buffer zones and surrounding lands:Mapping ecosystem service flows[J]. Ecosystem Services, 2013,4(4):104-116.
[17]
Peña L, Casado-Arzuaga I, Onaindia M. Mapping recreation supply and demand using an ecological and a social evaluation approach[J]. Ecosystem Services, 2015,13:108-118.
[18]
Egarter V L, Depellegrin D, Pereira P, et al. Mapping the ecosystem service delivery chain:capacity, flow, and demand pertaining to aesthetic experiences in mountain landscapes[J]. Science of the Total Environment, 2017,574:422-436.
[19]
徐凌星,杨德伟,刘丹丹,等.青藏高原生态系统服务的时空分布特征与供需关系[J]. 山地学报, 2020,38(4):483-494.Xu L X, Yang D W, Liu D D, et al. Spatiotemporal distribution characteristics and supply-demand relationships of ecosystem services on the Qinghai-Tibet plateau, China[J]. Mountain Research, 2020, 38(4):483-494.
[20]
Li J, Jiang H, Bai Y, et al. Indicators for spatial-temporal comparisons of ecosystem service status between regions:a case study of the Taihu River Basin, China[J]. Ecological Indicators, 2016,60:1008-1016.
[21]
吴建生,门.新纳,梁景天,等.基于基尼系数的生态系统服务供需均衡研究-以广东省为例[J]. 生态学报, 2020,40(1):6812-6820.Wu J S, Men X N, Liang J T, et al. Research on supply and demand equilibrium of ecosystem services in Guangdong Province based on the gini coefficient[J]. Acta Ecologica Sinica, 2020,40(1):6812-6820.
[22]
Wu X, Liu S L, Zhao S, et al. Quantification and driving force analysis of ecosystem services supply, demand and balance in China[J]. Science of the Total Environment, 2019,652:1375-1386.
[23]
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 J Y, Wang H M, Liu G, 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.
[24]
谢高地,曹淑艳,鲁春霞,等.中国的生态服务消费与生态债务研究[J]. 自然资源学报, 2010,25(1):43-51.Xie G D, Cao S Y, Lu C X, et al. Human's consumption of ecosystem services and ecological debt in China[J]. The Journal of Natural Resources. 2010,25(1):43-51.
[25]
Burkhard B, Kroll F, Müller F, et al. Landscapes' capacities to provide ecosystem services:A concept for land-cover based assessments[J]. Landscape Online, 2009,15(1):1-22.
[26]
Kandziora M, Burkhard B, Muller F. Mapping provisioning ecosystem services at the local scale using data of varying spatial and temporal resolution[J]. Ecosystem Services, 2013,4:47-59.
[27]
Kaiser G, Burkhard B, Romer H, et al. Mapping tsunami impacts on land cover and related ecosystem service supply in Phang Nga, Thailand[J]. Natural Hazards and Earth System Science, 2013,13(12):3095-3111.
[28]
欧维新,王宏宁,陶宇.基于土地利用与土地覆被的长三角生态系统服务供需空间格局及热点区变化[J]. 生态学报, 2018,38(17):6337-6347.Ou W X, Wang H Y, Tao Y. A land cover-based assessment of ecosystem services supply and demand dynamics in the Yangtze River Delta region[J]. Acta Ecologica Sinica, 2018,38(17):6337-6347.
[29]
黄木易,方斌,岳文泽,等.近20a来巢湖流域生态服务价值空间分异机制的地理探测[J]. 地理研究, 2019,38(11):2790-2803.Huang M Y, Fang B, Yue W Z, et al. Spatial differentiation of ecosystem service values and its geographical detection in Chaohu Basin during 1995~2017[J]. Geographical Research, 2019,38(11):2790-2803.
[30]
黄木易,岳文泽,方斌,等.1970~2015年大别山区生态服务价值尺度响应特征及地理探测机制[J]. 地理学报, 2019,74(9):1904-1920.Huang M Y, Yue W Z, Fang B, et al. Scale response characteristics and geographic exploration mechanism of spatial differentiation of ecosystem service values in Dabie Mountain area,central China from 1970 to 2015[J]. Acta Geographica Sinica, 2019,74(9):1904-1920.
[31]
庞静.基于地理探测器模型的自然和人为因素对植被变化的影响[D]. 太原:山西大学, 2016.Pang J. Geographical detector-based identifying the impact of natural and human factors on vegetation changes[D]. Taiyuan:Shanxi University, 2016.
[32]
彭文甫,张冬梅,罗艳玫,等.自然因子对四川植被NDVI变化的地理探测[J]. 地理学报, 2019,74(9):1758-1776.Peng W F, Zhang D M, Luo Y M, et al. Influence of natural factors on vegetation NDVI using geographical detection in Sichuan Province[J]. Acta Geographica Sinica, 2019,74(9):1758-1776.
[33]
张思源,聂莹,张海燕,等.基于地理探测器的内蒙古植被NDVI时空变化与驱动力分析[J]. 草地学报, 2020,28(5):292-304.Zhang S Y, Nie R, Zhang H Y, et al. Spatiotemporal variation of vegetation NDVI and its driving forces in Inner Mongolia based on Geodetector[J]. Acta Agrestia Sinica, 2020,28(5):292-304.
[34]
赵小风,刘梦丽,王柏源.基于地理探测器的城市建设用地规模时空差异及影响因素分析[J]. 中国土地科学, 2018,32(5):29-35.Zhao X F, Liu M L, Wang B Y. Spatio-Temporal Disparity of Urban Construction Land and Its Impact Factors in China based on Geodetector[J]. China Land Science, 2018,32(5):29-35.
[35]
吕晨,蓝修婷,孙威.地理探测器方法下北京市人口空间格局变化与自然因素的关系研究[J]. 自然资源学报, 2017,32(8):1385-1397.Lv C, Lan X T, Sun W. A study on the relationship between natural factors and population distribution in Beijing using geographical detector[J]. Journal of Natural Resources, 2017,32(8):1385-1397.
[36]
胡丽娜.甘肃省土壤资源空间信息管理系统设计[D]. 兰州:甘肃农业大学, 2008.Hu L N. Design of spatial information management system of soil resources in Gansu Province[D]. Lanzhou:Gansu Agricultural University, 2008.
[37]
朱震.甘肃省生态安全影响因素贡献度的实证分析[D]. 兰州:兰州大学, 2016.Zhu Z. An empirical analysis on the contribution of ecological security factors in Gansu Province[D]. Lanzhou:Lanzhou University, 2016.
[38]
Liu J Y, Kuang W H, Zhang Z X, et al. Spatiotemporal characteristics, patterns and causes of land use changes in China since the late 1980s[J]. Journal of Geographical Sciences, 2014,69:3-14.
[39]
杨淑萍,韩海东.基于地理探测器的甘肃省NDVI驱动因子定量分析[J]. 甘肃农业大学学报, 2019,54(4):115-123.Yang S P, Han H D. Quantitative analysis of NDVI driving factors in Gansu Province based on geodetector[J]. Journal of Gansu Agricultural University, 2019,54(4):115-123.
[40]
王海鸿,常艳妮,杜茎深,等.建设用地扩张驱动力分析-以甘肃省为例[J]. 干旱区资源与环境, 2008,22(3):75-80.Wang H O, Chang Y N, Du J S, et al. Analysis on driving forces of constructive land expansion——a case study of Gansu Province[J]. Journal of Arid Land Resources and Environment, 2008,22(3):75-80.
[41]
de Groot R S, Alkemade R, Braat L, et al. Challenges in integrating the concept of ecosystem services and values in landscape planning, management and decision making[J]. Ecological Complexity, 2010, 7(3):260-272.
[42]
Burkhard B, Kroll F. Map of ecosystem services, supply and demand//Cleveland C J. Encyclopedia of Earth[M]. Washingtom, DC:Environmental Information Coalition, National Council for Science and the Environment, 2010.
[43]
王小军,陈翔舜,魏金平,等.甘肃省2004~2009年土地沙漠化时空变化分析[J]. 中国沙漠, 2013,33(1):33-37.Wang X J, Chen X S, Wei J P, et al. Spatial and temporal changes of aeolian desertification land from 2004 to 2009 in Gansu Province, China[J]. Journal of Desert Research, 2013,33(1):33-37.
[44]
王劲峰,徐成东.地理探测器:原理与展望[J]. 地理学报, 2017, 72(1):116-134.Wang J F, Xu C D. Geodetector:Principle and prospective[J]. Acta Geographica Sinica, 2017,72(1):116-134.
[45]
Oudenhoven A P E V, Petz K, Alkemade R, et al. Framework for systematic indicator selection to assess effects of land management on ecosystem services[J]. Ecological indicators, 2012,21:110-122.
[46]
唐秀美,刘玉,刘新卫,等.基于格网尺度的区域生态系统服务价值估算与分析[J]. 农业机械学报, 2017,48(4):149-153.Tang X M, Liu Y, Liu X W, et al. Estimation and analysis of ecosystem service value based on grid scale[J]. Transactions of the Chinese Society of Agricultural Machinery, 2017,48(4):149-153.
[47]
马昕炜,曾永年.基于格网单元的县级土地利用总体规划生态环境影响评价方法与应用[J]. 长江流域资源与环境, 2011,20(10):1198-1210.Ma X W, Zeng Y N. Assessment of land use planning impact on ecological environment at county level based on the grid cell[J]. Resources and Environment in the Yangtza Basin, 2011,20(10):1198-1210.
[48]
郭椿阳,高建华,樊鹏飞,等.基于格网尺度的永城市土地利用转型研与热点探测[J]. 中国土地科学, 2016,3(4):43-51.Guo C Y, Gao J H, Fan P F, et al. Land use transition and hotspots detection in Yongcheng City based on the grid scale[J]. China Land Science, 2016,3(4):43-51.
[49]
王雅,蒙吉军.黑河中游土地利用变化对生态系统服务的影响[J]. 干旱区研究, 2017,34(1):200-207.Wang Y, Meng J J. Effects of Land use change on ecosystem services in the middle reaches of the Heihe river basin[J]. Arid Zone Research, 2017,34(1):200-207.
[50]
陈江平,张瑶,余远剑.空间自相关的可塑性面积单元问题效应[J]. 地理学报, 2011,66(12):1597-1606.Chen J P, Zhang Y, Yu Y J. Effect of map in spatial autocorrelation[J]. Acta Geographica Sinica, 2011,66(12):1597-1606.
[51]
马琳,刘浩,彭建.生态系统服务供给和需求研究进展[J]. 地理学报, 2017,72(7):1277-1289.Ma L, Liu H, Peng J, et al. A review of ecosystem services supply and demand[J]. Acta Geographica Sinica, 2017,72(7):1277-1289.
[52]
邓煌炜,廖振良.生态系统服务驱动因素及供需研究进展[J]. 环境科技, 2020,33(1):74-78.Deng H W, Liao Z L. Review of drivers, supply and demand of ecosystem services[J]. Environmental Science and Technology, 2020,33(1):74-78.