Analysis of the Spatiotemporal Variation Characteristics and Driving Forces of Ecosystem Service Value in the Agro-pastoral Ectone of Northern China

doi:10.11733/j.issn.1007-0435.2024.07.027

Acta Agrestia Sinica ›› 2024, Vol. 32 ›› Issue (7): 2263-2272.DOI: 10.11733/j.issn.1007-0435.2024.07.027

Analysis of the Spatiotemporal Variation Characteristics and Driving Forces of Ecosystem Service Value in the Agro-pastoral Ectone of Northern China

LI Jia-yi, MA Xiao-hua, QIAO Li-na, MA Li, BIAN Ying-ying

College of Forestry and Prataculture, Ningxia University, Yinchuan, Ningxia Province 750021, China

Received:2023-12-25 Revised:2024-04-16 Published:2024-08-03

中国北方农牧交错区生态系统服务价值时空变化特征及驱动力分析

李佳仪, 马小花, 乔丽娜, 马莉, 卞莹莹

宁夏大学林业与草业学院, 宁夏银川 750021

通讯作者: 卞莹莹，E-mail:bianyy@nxu.edu.cn
作者简介:李佳仪(1998-)，女，回族，宁夏银川人，硕士研究生，主要从事森林生态研究，E-mail:245989687@qq.com
基金资助:
国家自然科学基金青年科学基金(71904093)资助

Abstract

Abstract: In order to explore the spatiotemporal variation characteristics and driving factors of regional ecosystem service value (ESV),this study,based on seven periods of land use data from 1990 to 2020,used the equivalent method to estimate the ecosystem service value of the Northern Agro-Pastoral Ecotone,analyzed its spatiotemporal change characteristics through the GEE cloud platform with the support of ArcGIS software,and used the geodetector model to reveal the key driving factors of affecting its changes. The results showed that the area of grassland increased the most in the past 30 years in the Northern Agro-Pastoral Ecotone,the impervious showed a increasing trend year by year,the area of forest and barren decreased,the area of cropland and water basically remained unchanged,and the spatial distribution pattern of land use was basically stable. The transformation of land use mode mainly occurred between cropland,forest and grassland;the average annual total ESV in the Northern Agro-Pastoral Ecotone showed a decreasing trend. Forestry,grassland and water areas provided mainly regulating services,following by support services,supply services and cultural services. The spatial distribution of ESV was highly related to the spatial distribution pattern of land use and the spatial differentiation of ESV in the Northern Agro-Pastoral Ecotone was driven by multiple factors. The single factor showed that NDVI had the highest explanatory power,and the double factor showed that the interaction between nightlight and NDVI had the strongest explanatory power.

Key words: Ecosystem service value, Spatiotemporal changes, Driving force, Geographical detectors, Northern Agro-Pastoral Ecotone

摘要： 为探究区域生态系统服务价值(Ecosystem services value，ESV)时空变化特征及其驱动因子，本研究基于1990—2020年七期土地利用数据，采用当量法估算北方农牧交错区的生态系统服务价值，在GEE云平台与ArcGIS软件的支撑下，分析其时空变化特征，并利用地理探测器模型揭示影响其变化的关键驱动因子。北方农牧交错区30a间草地面积增幅最大，建设用地呈逐年增长的趋势，林地与荒地面积减少，耕地与水域面积基本保持不变，土地利用空间分布格局基本稳定，土地利用方式的转化主要发生在耕地、林地与草地之间；北方农牧交错区年均ESV总量呈降低趋势，以林草地和水域提供调节服务为主，其次为支持服务、供给服务和文化服务，研究区ESV的空间分布与土地利用空间分布格局高度关联；北方农牧交错区ESV空间分异性受多种因素共同驱动，单因子表现为NDVI解释力最高，双因子表现为夜间灯光与NDVI交互作用最强。

关键词: 生态系统服务价值, 时空变化, 驱动力, 地理探测器, 北方农牧交错区

CLC Number:

X171.1

LI Jia-yi, MA Xiao-hua, QIAO Li-na, MA Li, BIAN Ying-ying. Analysis of the Spatiotemporal Variation Characteristics and Driving Forces of Ecosystem Service Value in the Agro-pastoral Ectone of Northern China[J]. Acta Agrestia Sinica, 2024, 32(7): 2263-2272.

李佳仪, 马小花, 乔丽娜, 马莉, 卞莹莹. 中国北方农牧交错区生态系统服务价值时空变化特征及驱动力分析[J]. 草地学报, 2024, 32(7): 2263-2272.

0
/ / Recommend

Add to citation manager EndNote|Ris|BibTeX

URL: https://manu40.magtech.com.cn/Jweb_cdxb/EN/10.11733/j.issn.1007-0435.2024.07.027

https://manu40.magtech.com.cn/Jweb_cdxb/EN/Y2024/V32/I7/2263

References

[1] 魏慧,赵文武,张骁,等. 基于土地利用变化的区域生态系统服务价值评价——以山东省德州市为例[J]. 生态学报,2017,37(11):3830-3839
[2] GOMES E,INACIO M,BOGDZEVIC K,et al. Future land-use changes and its impacts on terrestrial ecosystem services:A review[J]. Science of the Total Environment,2021,781:146716
[3] DAILY G C. Nature’s services:Societal dependence on natural ecosystems (1997)[M]. London:Yale University Press,2013:454-464
[4] 傅伯杰,张立伟. 土地利用变化与生态系统服务:概念、方法与进展[J]. 地理科学进展,2014,33(4):441-446
[5] MONTOYA-TANGARIFE C,VILLAMIZAR D N,JORQUERA G F,et al. Accessibility to public spaces:Boosting ecosystem services in urban areas in four Latin American cities[J]. Frontiers in Sustainable Cities,2022(4):796122
[6] 魏云龙,蔡建国. 杭州市绿地生态系统服务功能价值评估及可持续性发展研究[J]. 浙江农林大学学报,2017,34(4):695-703
[7] 刘海,武靖,陈晓玲. 丹江口水源区生态系统服务时空变化及权衡协同关系[J]. 生态学报,2018,38(13):4609-4624
[8] SHI D,WU Q,SHI Y,et al. Multidimensional assessment of soil conservation ecosystem services and multiscale analysis of influencing mechanisms[J]. Journal of Cleaner Production,2022,381:135162
[9] BYRD K B,FLINT L E,ALVAREZ P,et al. Integrated climate and land use change scenarios for California rangeland ecosystem services:wildlife habitat,soil carbon,and water supply[J]. Landscape Ecology,2015,30:729-750
[10] NEDKOV S,BURKHARD B. Flood regulating ecosystem services—Mapping supply and demand,in the Etropole municipality,Bulgaria[J]. Ecological Indicators,2012,21:67-79
[11] CANU D M,GHERMANDI A,NUNES P A L D,et al. Estimating the value of carbon sequestration ecosystem services in the Mediterranean Sea:An ecological economics approach[J]. Global Environmental Change,2015,32:87-95
[12] 吴靖瑶,李晨曦. 基于生态系统服务的生态保护修复研究——以秦巴生物多样性生态功能区为例[J]. 上海国土资源,2023,44(4):161-167
[13] 徐文彬,饶良懿. 土地利用和气候变化对农牧交错带生态系统服务的影响[J]. 环境科学,2023,44(9):5114-5124
[14] 张建宁,陈璎亭,王勇,等. 北方农牧交错带耕地利用变化对生态系统服务价值影响——以宁夏回族自治区吴忠市为例[J]. 水土保持研究,2021,28(6):283-291
[15] DOU H,LI X,LI S,et al. Mapping ecosystem services bundles for analyzing spatial trade-offs in inner Mongolia,China[J]. Journal of Cleaner Production,2020,256:120444
[16] 梁赟亮,李杰,陆燕花,等. 基于LUCC的甘肃省农牧交错带生态系统服务价值评估及时空演变特征研究[J]. 草业学报,2023,32(5):13-26
[17] 赵哈林,赵学勇,张铜会,等. 北方农牧交错带的地理界定及其生态问题[J]. 地球科学进展,2002(5):739-747
[18] 李岩,商冉,曲衍波. 退耕还林还草前后植被净初级生产力动态及其对环境变化的响应评估:以陕北黄土高原为例[J]. 水利水电技术(中英文),2023,54(6):156-166
[19] 谢高地,张彩霞,张昌顺,等. 中国生态系统服务的价值[J]. 资源科学,2015,37(9):1740-1746
[20] 谢高地,张彩霞,张雷明,等. 基于单位面积价值当量因子的生态系统服务价值化方法改进[J]. 自然资源学报,2015,30(8):1243-1254
[21] 曹若兰,莫宏伟. 韶山市土地利用变化对周围土地生态服务价值的影响[J]. 水土保持通报,2022,42(2):307-314，388
[22] 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
[23] 周建,张凤荣,徐艳,等. 基于降水量与土壤类型的北方农牧交错区土地利用/覆被格局及变化分析——以科尔沁左翼后旗为例[J]. 地理研究,2017,36 (7):1210-1222
[24] 高廷,王静爱,李睿,等. 中国北方农牧交错带土地利用变化及预测分析[J]. 干旱区资源与环境,2011,25 (10):52-57
[25] 刘洋洋,任涵玉,周荣磊,等. 中国草地生态系统服务价值估算及其动态分析[J]. 草地学报,2021,29(7):1522-1532
[26] 张志敏. 退耕还林(草)政策对宁夏农牧交错区农户生计的影响[D]. 银川:宁夏大学,2022:35-39
[27] 陶泽涪,王世清,孙丕苓,等. 中国北方农牧交错带耕地时空分异及驱动因素[J]. 干旱区地理,2022,45(1):153-163
[28] 娄佩卿,付波霖,林星辰,等. 基于GEE的1998～2018年京津冀土地利用变化对生态系统服务价值的影响[J]. 环境科学,2019,40(12):5473-5483
[29] 陈仲新,张新时. 中国生态系统效益的价值[J]. 科学通报,2000(1):17-22，113
[30] 王志恒,刘玲莉. 生态系统结构与功能:前沿与展望[J]. 植物生态学报,2021,45(10):1033-1035
[31] 邱嘉琦,于德永. 中国北方农牧交错带生态系统服务空间格局及影响因子——以内蒙古中西部地区为例[J]. 生态学报,2023,43(18):7598-7609
[32] 邬紫荆,曾辉. 基于meta分析的中国森林生态系统服务价值评估[J]. 生态学报,2021,41(14):5533-5545
[33] 李旭亮,杨礼箫,田伟,等. 中国北方农牧交错带土地利用/覆盖变化研究综述[J]. 应用生态学报,2018,29(10):3487-3495
[34] 于德永,郝蕊芳. 生态系统服务研究进展与展望[J]. 地球科学进展,2020,35(8):804-815
[35] 刘胜涛,牛香,王兵,等. 陕西省退耕还林工程生态效益评估[J]. 生态学报,2018,38(16):5759-5770
[36] EROL A,KAPLAN M,KIZILSIMSEK M. Oats (Avena sativa)--Common vetch (Vicia sativa) mixtures grown on a low-input basis for a sustainable agriculture[J]. TG:Tropical Grasslands,2009,43(3):191
[37] 李紫健,陈江平,张伟康,等. 湖北省生态系统服务价值演变及影响因素分析[J]. 测绘科学,2023,48(1):245-257
[38] 李加顺,刘丽. 2000—2020年云南省植被时空变化及影响因素分析[J]. 草地学报,2023,31(11):3503-3513
[39] 肖云飞,陈文业,王斌杰,等. 祁连山国家级自然保护区土地利用时空变化及与气候因子关系研究[J]. 草地学报,2021,29(9):2049-2057
[40] 于海霞,王禹骁. 东江流域生态系统服务价值的时空演变及空间分异机制[J]. 应用生态学报,2023,34(9):2498-2506
[41] 王波,杨太保. 1980—2018年银川市生态系统服务价值评价及驱动力分析[J]. 干旱区地理,2021,44(2):552-564
[42] 周雅萍,赵先超. 长株潭城市群人类活动强度与生态系统服务价值空间关系[J]. 中国环境科学,2024,44(5):1-14.
[43] 陈颖彪,郑子豪,吴志峰,等. 夜间灯光遥感数据应用综述和展望[J]. 地理科学进展,2019,38(2):205-223
[44] 厉芳婷,胡菡,张亮,等. 基于土地利用分类的夜间灯光和GDP分量相关性研究[J]. 测绘地理信息,2023,48(1):82-85
[45] 方林,蔡俊,刘艳晓,等. 长三角地区生态系统服务价值动态演化及驱动力分析[J]. 生态与农村环境学报,2022,38(5):556-565
[46] 王娟敏,谭浩波,邓玉娇,等. 基于遥感的佛山市夜间灯光和植被指数空间关联分析[J]. 遥感信息,2023,38(4):24-32

Analysis of the Spatiotemporal Variation Characteristics and Driving Forces of Ecosystem Service Value in the Agro-pastoral Ectone of Northern China

中国北方农牧交错区生态系统服务价值时空变化特征及驱动力分析

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 7

Recommended Articles

Metrics

Comments

[1]	GUO Jing, WEI Zhen, ZHOU Hua-kun. Sustainable Evaluation and Driving Forces of Natural Capital in the Three-dimensional Ecological Footprint of the Upper Reaches of the Yellow River Region [J]. Acta Agrestia Sinica, 2024, 32(1): 284-296.
[2]	LI Jia-shun, LIU Li. Analysis of the Spatiotemporal Change and Influencing Factors of Vegetation in Yunnan Province from 2000 to 2020 [J]. Acta Agrestia Sinica, 2023, 31(11): 3503-3513.
[3]	SHAN Shu-yao, XU Hao-jie, Yang Lei, Qi Xiao-lian, CHEN Tian, CHEN Sheng-yun, GAO Ya-yue. Inter-annual Variation of Ecological Carrying Capacity and Its Controlling Factors in Qilian Mountain National Park [J]. Acta Agrestia Sinica, 2022, 30(8): 2191-2198.
[4]	ZHANG Si-yuan, NIE Ying, ZHANG Hai-yan, LI Yong-li, HAN Yan-dong, LIU Xiao-huang, WANG Bing. Spatiotemporal Variation of Vegetation NDVI and its Driving Forces in Inner Mongolia Based on Geodetector [J]. Acta Agrestia Sinica, 2020, 28(5): 1460-1472.
[5]	MU Shao-jie, ZHU Chao, ZHOU Ke-xin, LI Jian-long. The Preventive Strategies of Degradation and the Approaches to Enhance Carbon Sequestration Ability in Inner Mongolia Grassland [J]. Acta Agrestia Sinica, 2017, 25(2): 217-225.
[6]	WANG Chu-han, XU Hai-liang, XU Fu-jun, BAI Yu-feng, YUAN Kai-ye, ZHAO Xin-feng. Effect of Grazing on Grassland Ecosystem Function Service Value in Natural Protection Zone of Altai Mountain [J]. Acta Agrestia Sinica, 2017, 25(1): 42-48.
[7]	LIU Wei, LIU Xiang-hong, DAN Xin-qiu, LIU Shi-hao, WU Zhao-bai. Effects of Land Use Change on the Ecosystem Service Value in Ecologically Fragile Zones: A Case Study of Beipan River Grand Canyon National Wetland Park [J]. Acta Agrestia Sinica, 2015, 23(4): 689-696.