journal article Open Access Apr 06, 2026

Spatial differentiation and association between ecosystem service value and landscape ecological risk index in Anning River dry valley

PeerJ Vol. 14 pp. e20914 · PeerJ
View at Publisher Save 10.7717/peerj.20914
Abstract
To reveal the changes and future states of ecosystem service value (ESV) and landscape ecological risk index (LERI) in typical dry valley ecosystems in the 21st century, this study utilized high-precision land use data combined with ESV assessment, LERI assessment, bivariate spatial autocorrelation, Geodetector, CA-Markov model, and standard deviation ellipse methods. The spatio - temporal evolution, spatial associations and differentiation characteristics of ESV and LERI in the Anning River Basin from 2000 to 2020 were analyzed, and made predictions for 2030. The results indicated: (1) The ESV in the study area exhibited a decreasing trend from 2000 to 2030, with a cumulative reduction of 1.444 billion CNY, where forest land contributed over 78.46% of the total ESV. The basin presented a spatial pattern of lower ESV in the valley and higher in mountainous areas, dominated by high-value areas (accounting for approximately 41.54% of the total area). (2) LERI showed an overall declining trend during the study period, with a spatial pattern similar to ESV, characterized by low values in valleys and higher values in mountainous regions. The extremely low-risk areas were predominant (approximately 37.00%). (3) The spatial differentiation of ESV and LERI was jointly influenced by natural and economic factors, with agricultural production potential and annual evaporation identified as the dominant factors (
q
values of 0.18 and 0.28, respectively). The center of gravity of ESV distribution moved towards the northeast, whereas LERI shifted to the southeast. (4) ESV and LERI exhibited positive spatial correlations (Moran’s
I
> 0), with high ESV—low LERI as the main LISA cluster (approximately 20.92%). These findings highlight the necessity for adopting tailored ecological protection measures based on the spatiotemporal distribution and evolution characteristics of ESV and LERI to promote sustainable regional ecological development.
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References
60
[1]
Alvarez-Vanhard "UAV & satellite synergies for optical remote sensing applications: a literature review" Science of Remote Sensing (2021) 10.1016/j.srs.2021.100019
[2]
Arowolo "Assessing changes in the value of ecosystem services in response to land-use/land-cover dynamics in Nigeria" Science of the Total Environment (2018) 10.1016/j.scitotenv.2018.04.277
[3]
A perception based estimation of the ecological impacts of livelihood activities: The case of rural Ghana

Gideon Baffoe, Hirotaka Matsuda

Ecological Indicators 2018 10.1016/j.ecolind.2018.04.074
[4]
Bian "Ecosystem services, landscape pattern, and landscape ecological risk zoning in China" Environmental Science and Pollution Research (2022) 10.1007/s11356-022-23435-5
[5]
Cao "Review of landscape ecological risk and an assessment framework based on ecological services: ESRISK" Acta Geographica Sinic (2018) 10.11821/dlxb201805005
[6]
Chen "A landscape shape index-based sampling approach for land cover accuracy assessment" Science China Earth Sciences (2016) 10.1007/s11430-015-5280-5
[8]
Chen "Effects of taxonomic and phylogenetic diversity of resident Pinus yunnanensis communities on Ageratina adenophora invasion in the Panxi region, Sichuan Province" Biodiversity Science (2021) 10.17520/biods.2020485
[9]
Chen "Land use and climate change-based multi-scenario simulation of ecosystem service trade-offs/synergies: a case study of the central Yunnan urban agglomeration, China" PLOS ONE (2025) 10.1371/journal.pone.0324015
[10]
Cheng "Spatiotemporal variations of grassland ecosystem service value and its influencing factors in Inner Mongolia, China" Agronomy (2022) 10.3390/agronomy12092090
[11]
The value of the world's ecosystem services and natural capital

Robert Costanza, Ralph d'Arge, Rudolf de Groot et al.

Nature 1997 10.1038/387253a0
[12]
Cui "Landscape ecological risk assessment in Qinling Mountain" Geological Journal (2018) 10.1002/gj.3115
[13]
Dade "Landscapes—a lens for assessing sustainability" Landscape Ecology (2025) 10.1007/s10980-024-02007-7
[14]
Global estimates of the value of ecosystems and their services in monetary units

Rudolf de Groot, Luke Brander, Sander van der Ploeg et al.

Ecosystem Services 2012 10.1016/j.ecoser.2012.07.005
[15]
Feng "Land use and ecosystem service value spatiotemporal dynamics, topographic gradient effect and their driving factors in typical alpine ecosystems of the East Qinghai-Tibet Plateau: implications for conservation and development" Ecology and Evolution (2025) 10.1002/ece3.71125
[16]
Fu "The integrated studies of geography: coupling of patterns and processes" Acta Geographica Sinica (2014) 10.11821/dlxb201408002
[17]
Fu "Spatio-temporal changes in ecosystem service value and its coordinated development with economy: a case study in Hainan Province, China" Remote Sensing (2022) 10.3390/rs14040970
[18]
Fushita "Historical land use/cover changes and the hemeroby levels of a bio-cultural landscape: past, present and future" Journal of Geographic Information System (2017) 10.4236/jgis.2017.95036
[19]
Geneletti "Environmental impact assessment of mountain tourism in developing regions: a study in Ladakh, Indian Himalaya" Environmental Impact Assessment Review (2009) 10.1016/j.eiar.2009.01.003
[20]
Guo "Developing multiscale landscape planning to mitigate ecological risks: a case study in Nanjing metropolitan area, China" Environmental Impact Assessment Review (2024) 10.1016/j.eiar.2024.107601
[21]
Guo "Analysis of ecological network evolution in an ecological restoration area with the MSPA-MCR model: a case study from Ningwu County, China" Ecological Indicators (2025) 10.1016/j.ecolind.2024.113067
[22]
Han "Spatio-temporal evolution and optimization analysis of ecosystem service value—a case study of coal resource-based city group in Shandong, China" Journal of Cleaner Production (2022) 10.1016/j.jclepro.2022.132602
[23]
Hu "Spatial differentiation of ecological security and differentiated management of ecological conservation in the Pearl River Delta, China" Ecological Indicators (2019) 10.1016/j.ecolind.2019.04.081
[24]
Jia "Spatial–temporal evolution and correlation analysis of ecosystem service value and landscape ecological risk in Wuhu City" Sustainability (2020) 10.3390/su12072803
[25]
Jin "Spatiotemporal variations of ecosystem service values and landscape ecological risk and their correlation in forest area of Loess Plateau, China: a case study of Ziwuling region" Chinese Journal of Applied Ecology (2021) 10.13287/j.1001-9332.202105.030
[26]
Kang "Spatiotemporal distribution and driving forces of ecological service value in the Chinese section of the Silk Road Economic Belt" Ecological Indicators (2022) 10.1016/j.ecolind.2022.109074
[27]
Keshtkar "A spatiotemporal analysis of landscape change using an integrated Markov chain and cellular automata models" Modeling Earth Systems and Environment (2016) 10.1007/s40808-015-0068-4
[28]
Lan "A theoretical framework for researching cultural ecosystem service flows in urban agglomerations" Ecosystem Services (2017) 10.1016/j.ecoser.2017.09.014
[29]
Li "Spatiotemporal evolution and correlation analysis of ecosystem service values and ecological risk in Binzhou" Acta Ecologica Sinica (2019) 10.5846/stxb201809061899
[30]
Liu "Spatial and temporal evolution and correlation analysis of landscape ecological risks and ecosystem service values in the Jinsha River Basin" Journal of Resources and Ecology (2023) 10.5814/j.issn.1674-764x.2023.05.003
[31]
Lu "Spatial and temporal variation of ecosystem service values and correlations of landscapeecological risks in Tokoto County" Journal of Northwest Forestry University (2023) 10.3969/j.issn.1001-7461.2023.04.35
[32]
Luan "Comparison of various models for multi-scenario simulation of land use/land cover to predict ecosystem service value: a case study of Harbin-Changchun Urban Agglomeration, China" Journal of Cleaner Production (2024) 10.1016/j.jclepro.2024.144012
[33]
Luo "Investigating the impact of climate and land use changes on soil erosion in the Anning River basin in China" Frontiers in Earth Science (2024) 10.3389/feart.2024.1416387
[34]
Ma "Longitudinal patterns of fish assemblages in relation to environmental factors in the Anning River, China" Ecological Indicators (2023) 10.1016/j.ecolind.2023.109864
[35]
Peng "Ecosystem services response to urbanization in metropolitan areas: thresholds identification" Science of the Total Environment (2017) 10.1016/j.scitotenv.2017.06.218
[36]
Peng "Assessing landscape ecological risk in a mining city: a case study in Liaoyuan city, China" Sustainability (2015) 10.3390/su7078312
[37]
Shao "Research on eco-environmental vulnerability evaluation of the Anning River Basin in the upper reaches of the Yangtze River" Environmental Earth Sciences (2014) 10.1007/s12665-014-3060-9
[38]
Straton "A complex systems approach to the value of ecological resources" Ecological Economics (2006) 10.1016/j.ecolecon.2005.09.017
[39]
Tian "Spatial–temporal analysis of community resilience to multi-hazards in the Anning River basin, Southwest China" International Journal of Disaster Risk Reduction (2019) 10.1016/j.ijdrr.2019.101144
[40]
Tian "Research on regional ecological security assessment" Energy Procedia (2012) 10.1016/j.egypro.2012.01.188
[41]
Wang "Improved ecological monitoring for urban ecosystem protection in China" Ecological Indicators (2021) 10.1016/j.ecolind.2020.106950
[42]
Wang "Integrating landscape ecological risk into ecosystem service value assessment: a case study of Nanjing City, China" Ecological Indicators (2023) 10.1016/j.ecolind.2023.110625
[43]
Wang "Landscape ecological risk assessment and impact factor analysis of the Qinghai–Tibetan Plateau" Remote Sensing (2022) 10.3390/rs14194726
[44]
Wang "Geodetector: principle and prospective" Acta Geographica Sinica (2017) 10.11821/dlxb201701010
[45]
Wang "Landscape pattern changes and ecological risk assessment of major bays in the Philippines" Ocean & Coastal Management (2024) 10.1016/j.ocecoaman.2024.107085
[46]
Wen "Aligning territorial spatial planning with sustainable development goals: a comprehensive analysis of production, living, and ecological spaces in China" Ecological Indicators (2024) 10.1016/j.ecolind.2024.111816
[47]
Xia "Challenges in coupling LTER with environmental assessments: an insight from potential and reality of the Chinese Ecological Research Network in servicing environment assessments" Science of the Total Environment (2018) 10.1016/j.scitotenv.2018.03.284
[48]
Xie "Improvement of the evaluation method for ecosystem service value based on per UnitArea" Journal of Natural Resources (2015) 10.11849/zrzyxb.2015.08.001
[49]
Xie "Dynamic changes in the value of China’s ecosystem services" Ecosystem Services (2017) 10.1016/j.ecoser.2017.06.010
[50]
Xing "Integrating ecosystem services value and uncertainty into regional ecological risk assessment: a case study of Hubei Province, Central China" Science of the Total Environment (2020) 10.1016/j.scitotenv.2020.140126

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Published
Apr 06, 2026
Vol/Issue
14
Pages
e20914
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Funding
National Natural Science Foundation of China (NSFC) Joint Fund Project Award: U23A2047
Centralized Guided Local Project Award: XZ202401YD0028
Bomi Geological Hazards Ministry of Education Field Scientific Observatory Research Station Construction Project
Centralized Support - Key Scientific Research Platform Construction - Bomi Geological Hazards Ministry of Education Field Observatory Research Station Construction Project
Cite This Article
Hua Wu, Zelin Zhang, Jianwei Zhou, et al. (2026). Spatial differentiation and association between ecosystem service value and landscape ecological risk index in Anning River dry valley. PeerJ, 14, e20914. https://doi.org/10.7717/peerj.20914
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