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Spatiotemporal changes and degradation early-warning of key ecosystem services in China from 2015 to 2020


Abstract

Change assessment and degradation early-warning of Key Ecosystem Services (KES) provide a vital scientific foundation for addressing ecological degradation challenges and optimizing ecological governance policies. Counties are the fundamental unit for spatial governance and ecological policy implementation in China. However, the spatiotemporal dynamics and degradation risks of KES at this scale have not been systematically assessed in the context of ecological civilization construction. Focusing on the critical stage of China’s ecological civilization construction from 2015 to 2020, this study took all counties nationwide as the basic units to systematically analyze the spatiotemporal dynamics of three KES: water conservation (WC), soil conservation (SC), and windbreak and sand fixation (WSF). Furthermore, a fact-based ecological degradation early-warning model was developed to enable the precise identification of degraded areas and their respective warning levels. The results showed that: (1) From 2015 to 2020, the three KES nationwide exhibited a trend of overall stability coupled with a slight increase. Spatially, high-value zones for WC were primarily concentrated in the Qinghai-Tibet Plateau (QTP), southern mountainous regions, and key forest zones of Northeast China. High-value zones for SC were predominantly distributed across the Loess Plateau, QTP, Yunnan-Guizhou Plateau, and southeastern hilly and mountainous regions. WSF, in contrast, were highly concentrated in the arid and semi-arid regions of Northern China and the QTP. (2) The ecological degradation early-warning results indicate that 48.96% of counties nationwide were in a “no alert” state, while the remaining counties exhibited varying degrees of functional degradation. Among these, counties under light, moderate, and severe alerts accounted for 36.97%, 12.26%, and 1.83%, respectively. Severe-alert areas were mainly distributed in the extremely arid regions of Northwest China and the karst mountains of Southwest China, largely driven by the substantial degradation of SC functions. Based on these alert types and priority regions, this study proposes tiered ecological governance policy recommendations. Our proposed early-warning framework facilitates the intuitive and efficient identification of county-level KES degradation risks. Thus, the findings offer a scientific foundation for formulating targeted strategies for ecological conservation and restoration in territorial spatial planning.

Data availability

The data that support the findings of this study are available from the Resource and Environment Science Data Centre of the Chinese Academy of Sciences but restrictions apply to the availability of these data, which were used under license for the current study, and so are not publicly available. Data are however available from the authors upon reasonable request and with permission of the Resource and Environment Science Data Centre of the Chinese Academy of Sciences.

Abbreviations

ES:

Ecosystem Services

WC:

Water Conservation

SC:

Soil Conservation

WSF:

Windbreak and Sand Fixation

KES:

Key Ecosystem Services

QTP:

Qinghai-Tibet Plateau

References

  1. Zhou, Y. et al. A bibliographic review of the relationship between ecosystem services and human well-being. Environ. Dev. Sustain. 27, 25965–25992. https://doi.org/10.1007/s10668-024-04791-3 (2025).

    Google Scholar 

  2. Costanza, R. et al. Changes in the global value of ecosystem services. Global Environ. Change. 26, 152–158. https://doi.org/10.1016/j.gloenvcha.2014.04.002 (2014).

    Google Scholar 

  3. Keith, D. A. et al. A function-based typology for Earth’s ecosystems. Nature 610, 513–518. https://doi.org/10.1038/s41586-022-05318-4 (2022).

    Google Scholar 

  4. MA. Ecosystems and Human Well-Being (Island, 2005).

  5. Zhou, G. et al. Resistance of ecosystem services to global change weakened by increasing number of environmental stressors. Nat. Geosci. 17, 882–888. https://doi.org/10.1038/s41561-024-01518-x (2024).

    Google Scholar 

  6. Li, G. et al. Mixed effectiveness of global protected areas in resisting habitat loss. Nat. Commun. 15, 8389. https://doi.org/10.1038/s41467-024-52693-9 (2024).

    Google Scholar 

  7. Wang, J. et al. The role of human activity in decreasing ecologically sound land use in China. Land. Degrad. Dev. 29, 446–460. https://doi.org/10.1002/ldr.2874 (2018).

    Google Scholar 

  8. Kong, W. et al. The neglected cost: Ecosystem services loss due to urban expansion in China from a triple-coupling perspective. Environ. Impact Assess. Rev. 112, 107827. https://doi.org/10.1016/j.eiar.2025.107827 (2025).

    Google Scholar 

  9. Bryan, B. A. et al. China’s response to a national land-system sustainability emergency. Nature 559, 193–204. https://doi.org/10.1038/s41586-018-0280-2 (2018).

    Google Scholar 

  10. Yu, C. et al. Assessment of the effectiveness of China’s protected areas in enhancing ecosystem services. Ecosyst. Serv. 65, 101588. https://doi.org/10.1016/j.ecoser.2023.101588 (2024).

    Google Scholar 

  11. Zhang, J. et al. Integrating SDGs into China’s ecological civilization construction: Practical indicators and progress assessment. Ecol. Indic. 169, 112921. https://doi.org/10.1016/j.ecolind.2024.112921 (2024).

    Google Scholar 

  12. Li, Z. et al. Changes in the ecosystem service importance of the seven major river basins in China during the implementation of the Millennium development goals (2000–2015) and sustainable development goals (2015–2020). J. Clean. Prod. 433, 139787. https://doi.org/10.1016/j.jclepro.2023.139787 (2023).

    Google Scholar 

  13. Xiong, C., Xu, H. & Tian, Y. Assessment of ecosystem service value in China from the perspective of spatial heterogeneity. Ecol. Indic. 159, 111707. https://doi.org/10.1016/j.ecolind.2024.111707 (2024).

    Google Scholar 

  14. Chen, G. et al. Changes in water conservation and possible causes in the Yellow River Basin of China during the recent four decades. J. Hydrol. 637, 131314. https://doi.org/10.1016/j.jhydrol.2024.131314 (2024).

    Google Scholar 

  15. Qiao, X. et al. Assessing current and future soil erosion under changing land use based on InVEST and FLUS models in the Yihe River Basin, North China. Int. Soil. Water Conserv. 12, 298–312. https://doi.org/10.1016/j.iswcr.2023.07.001 (2024).

    Google Scholar 

  16. Wang, Q. et al. Impact of ecological governance policies on county ecosystem change in national key ecological functional zones: A case study of Tianzhu County, Gansu Province. Ecol. Indic. 154, 110748. https://doi.org/10.1016/j.ecolind.2023.110748 (2023).

    Google Scholar 

  17. Yuan, M. et al. Revealing the causes of ecosystem stability changes in the Northern Sand Prevention Belt of China over the past twenty years. Environ. Sustain. Ind. 28, 101017. https://doi.org/10.1016/j.indic.2025.101017 (2025).

    Google Scholar 

  18. Xiao, Y. & Ouyang, Z. Spatial-temporal Patterns and Driving Forces of Water Retention Service in China. Chin. Geogr. Sci. 29, 100–111. https://doi.org/10.1007/s11769-018-0984-0 (2019).

    Google Scholar 

  19. Yang, X., Zhang, L., Hou, M., Wu, F. & Ju, Y. Tracing the evolution of soil conservation in China: A review of historical insights and modern practices. Int. Soil. Water Conserv. https://doi.org/10.1016/j.iswcr.2025.10.008 (2025).

    Google Scholar 

  20. Zhang, Z. & Huisingh, D. Combating desertification in China: Monitoring, control, management and revegetation. J. Clean. Prod. 182, 765–775. https://doi.org/10.1016/j.jclepro.2018.01.233 (2018).

    Google Scholar 

  21. National Development and Reform Commission. National and Regional Major Function Zone Planning (Part 1). 779. (2015).

  22. Bai, Y. et al. Developing China’s Ecological Redline Policy using ecosystem services assessments for land use planning. Nat. Commun. 9, 3034. https://doi.org/10.1038/s41467-018-05306-1 (2018).

    Google Scholar 

  23. Costanza, R. et al. The value of the world’s ecosystem services and natural capital. Nature 387, 253–260. https://doi.org/10.1038/387253a0 (1997).

    Google Scholar 

  24. Wang, S., Liu, Y., Li, Y. & Bojie, F. Research progress on the ecosystem services on the Loess Plateau during the recent 20 years. Acta Ecol. Sin. 43, 26–37. https://doi.org/10.5846/stxb202204291190 (2023). [Chinese].

    Google Scholar 

  25. Ying, X., Wu, T., Su, B., Zhu, X. & Xiao, Y. Discussion on the evaluation method of cryosphere services. J. Glaciology Geocryology. 41, 1271–1280. https://doi.org/10.7522/j.issn.1000-0240.2019.0537 (2019). [Chinese].

    Google Scholar 

  26. Zhang, C., Su, B., Beckmann, M. & Volk, M. Emergy-based evaluation of ecosystem services: Progress and perspectives. Renew. Sust Energ. Rev. 192, 114201. https://doi.org/10.1016/j.rser.2023.114201 (2024).

    Google Scholar 

  27. Huang, L., Cao, W., Xu, X., Fan, J. & Wang, J. Linking the benefits of ecosystem services to sustainable spatial planning of ecological conservation strategies. J. Environ. Manage. 222, 385–395. https://doi.org/10.1016/j.jenvman.2018.05.066 (2018).

    Google Scholar 

  28. Li, H. et al. A framework for dynamic assessment of soil erosion and detection of driving factors in alpine grassland ecosystems using the RUSLE-InVEST (SDR) model and Geodetector: A case study of the source region of the Yellow River. Ecol. Inf. 85, 102928. https://doi.org/10.1016/j.ecoinf.2024.102928 (2025).

    Google Scholar 

  29. Lin, X., Zhang, Y. & Ouyang, Z. Constraint effects of ecosystem health changes on wind erosion prevention service on the Tibetan Plateau. J. Environ. Manage. 395, 127817. https://doi.org/10.1016/j.jenvman.2025.127817 (2025).

    Google Scholar 

  30. Wang, Q. & Bai, X. Spatiotemporal characteristics of human activity and land use on ecosystem service functions in mountainous areas of Northeast Guizhou, Southwest China. Ecol. Eng. 212, 107473. https://doi.org/10.1016/j.ecoleng.2024.107473 (2025).

    Google Scholar 

  31. Wang, Y. et al. Spatiotemporal variations in water conservation function of the Tibetan Plateau under climate change based on InVEST model. J. Hydrol. Reg. Stud. 41, 101064. https://doi.org/10.1016/j.ejrh.2022.101064 (2022).

    Google Scholar 

  32. Li, X. et al. Exploring ecosystem service dynamics and drivers in the upper and middle Yellow River Basin under large-scale ecological restoration. Ecol. Eng. 217, 107643. https://doi.org/10.1016/j.ecoleng.2025.107643 (2025).

    Google Scholar 

  33. Meng, Y. et al. Ecosystem services in the Northern Tianshan Urban Agglomeration: Nonlinear responses to natural and human factors and threshold-based spatial optimization strategies. J. Hydrol. Reg. Stud. 61, 102682. https://doi.org/10.1016/j.ejrh.2025.102682 (2025).

    Google Scholar 

  34. Yao, S., Li, Y., Quan, X., Huang, G. & Xu, J. Exploring the trade-offs and synergies among ecosystem services to support ecological management in the Yangtze River Delta Urban Agglomeration. J. Environ. Manage. 393, 127028. https://doi.org/10.1016/j.jenvman.2025.127028 (2025).

    Google Scholar 

  35. Chen, X., Huang, L. & Zhang, C. Spatiotemporal evolution and trade-offs/synergies of ecosystem services in Hubei Province. Sci. Rep. 15, 35697. https://doi.org/10.1038/s41598-025-19570-x (2025).

    Google Scholar 

  36. Wang, C. et al. Driving factors of ecosystem services and their trade-offs and synergies in different land use functional zones: A case study of Shanxi Province, China. Environ. Sustain. Ind. 28, 101011. https://doi.org/10.1016/j.indic.2025.101011 (2025).

    Google Scholar 

  37. Chen, W., Chi, G. & Li, J. The spatial association of ecosystem services with land use and land cover change at the county level in China, 1995–2015. Sci. Total Environ. 669, 459–470. https://doi.org/10.1016/j.scitotenv.2019.03.139 (2019).

    Google Scholar 

  38. Wu, Q., Cao, Y., Su, D. & Cao, Y. A multi-scale framework for understanding spatial scale effects on ecosystem service heterogeneity, interactions, drivers and their socio-ecological impact pathways for adaptive management. J. Clean. Prod. 516, 145757. https://doi.org/10.1016/j.jclepro.2025.145757 (2025).

    Google Scholar 

  39. Che, J., Zhu, X. & Niu, X. Spatio-temporal patterns and driving mechanisms of ecosystem services in mountainous regions: A multi-scale analysis of the Yanshan-Taihang mountain area. Sci. Rep. 15, 45521. https://doi.org/10.1038/s41598-025-29608-9 (2025).

    Google Scholar 

  40. Niu, Z. et al. Spatio-temporal characteristic of terrestrial ecosystem services and their tradeoffs and synergies in China from 2000 to 2018 based on a process model. Acta Ecol. Sin. 43, 496–509. https://doi.org/10.5846/stxb202110112855 (2023). [Chinese].

    Google Scholar 

  41. Xiong, M., Li, J. & Sun, R. Unraveling the paradox of soil erosion and conservation: Insights from China. Sci. Total Environ. 955, 177134. https://doi.org/10.1016/j.scitotenv.2024.177134 (2024).

    Google Scholar 

  42. Zhou, A., Zhao, W., Han, Y., Zhang, S. & Pereira, P. Effects and benefits of wind erosion prevention in China’s dryland and surrounding countries. Catena 251, 108812. https://doi.org/10.1016/j.catena.2025.108812 (2025).

    Google Scholar 

  43. Ouyang, Z. et al. Improvements in ecosystem services from investments in natural capital. Science 352, 1455–1459. https://doi.org/10.1126/science.aaf2295 (2016).

    Google Scholar 

  44. Lei, K. et al. The spatiotemporal variation characteristics and influencing factors of ecosystem services in national parks. Acta Ecol. Sin. 45, 11442–11462. https://doi.org/10.20103/j.stxb.202507301984 (2025). [Chinese].

    Google Scholar 

  45. Gao, M., Hu, Y., Niu, S., Bai, Y. & Wang, J. The Impact of China’s National Key Ecological Function Areas Policy on Ecosystem Service Enhancement. Land. Degrad. Dev. https://doi.org/10.1002/ldr.70289 (2025).

    Google Scholar 

  46. Dong, Y. et al. Does unified management enhance ecosystem services in transboundary nature reserves? A spatio-temporal assessment of the Changbai Mountain National Nature Reserve. J. Clean. Prod. 534, 147066. https://doi.org/10.1016/j.jclepro.2025.147066 (2025).

    Google Scholar 

  47. Kang, P., Chen, W., Hou, Y. & Li, Y. Linking ecosystem services and ecosystem health to ecological risk assessment: A case study of the Beijing-Tianjin-Hebei urban agglomeration. Sci. Total Environ. 636, 1442–1454. https://doi.org/10.1016/j.scitotenv.2018.04.427 (2018).

    Google Scholar 

  48. Zhang, Z. et al. Long-term assessment of ecological risk dynamics in Wuhan, China: Multi-perspective spatiotemporal variation analysis. Impact Assess. Rev. 105, 107372. https://doi.org/10.1016/j.eiar.2023.107372 (2024).

    Google Scholar 

  49. Peng, Y., Welden, N. & Renaud, F. G. A framework for integrating ecosystem services indicators into vulnerability and risk assessments of deltaic social-ecological systems. J. Environ. Manage. 326, 116682. https://doi.org/10.1016/j.jenvman.2022.116682 (2023).

    Google Scholar 

  50. Jin, W. et al. Diagnosis of ecological security and the spatial heterogeneity of its driving factors in the mining-impacted watershed, based on ecosystem health-risk-services framework. Ecol. Indic. 167, 112683. https://doi.org/10.1016/j.ecolind.2024.112683 (2024).

    Google Scholar 

  51. Hu, Y. et al. Multi-scenario spatial optimization for future development in arid and semi-arid regions based on early warning of ecological risk. Ecol. Modell. 510, 111291. https://doi.org/10.1016/j.ecolmodel.2025.111291 (2025).

    Google Scholar 

  52. Deng, G. et al. Projecting the response of ecological risk to land use/land cover change in ecologically fragile regions. Sci. Total Environ. 914, 169908. https://doi.org/10.1016/j.scitotenv.2024.169908 (2024).

    Google Scholar 

  53. Li, J., Chen, X., De Maeyer, P., Van de Voorde, T. & Li, Y. Ecological security warning in Central Asia: Integrating ecosystem services protection under SSPs-RCPs scenarios. Sci. Total Environ. 912, 168698. https://doi.org/10.1016/j.scitotenv.2023.168698 (2024).

    Google Scholar 

  54. Reddy, C. S. et al. Conservation priorities of forest ecosystems: Evaluation of deforestation and degradation hotspots using geospatial techniques. Ecol. Eng. 91, 333–342. https://doi.org/10.1016/j.ecoleng.2016.03.007 (2016).

    Google Scholar 

  55. Sims, N. et al. I.J.S.i. Good practice guidance. SDG Indicator 15.3.1, Proportion of Land That Is Degraded Over Total Land Area. Version 2.0 (United Nations Convention to Combat Desertification, 2021).

  56. Teich, I., Gonzalez Roglich, M., Corso, M. L. & García, C. L. Combining Earth Observations, Cloud Computing, and Expert Knowledge to Inform National Level Degradation Assessments in Support of the 2030 Development Agenda. Remote Sens. 11, 2918. https://doi.org/10.3390/rs11242918 (2019).

    Google Scholar 

  57. Liu, W., Zheng, J., Wang, Z., Li, R. & Wu T.-h. A bibliometric review of ecological research on the Qinghai–Tibet Plateau, 1990–2019. Ecol. Inf. 64, 101337. https://doi.org/10.1016/j.ecoinf.2021.101337 (2021).

    Google Scholar 

  58. Xu, J., Xiao, Y., Xie, G., Wang, Y. & Lei, G. Assessment of the benefit diffusion of windbreak and sand fixation service in National Key Ecological Function areas in China. Aeolian Res. 52, 100728. https://doi.org/10.1016/j.aeolia.2021.100728 (2021).

    Google Scholar 

  59. Wang, L., Zheng, H., Chen, Y. & Huang, B. Ecological redline policy strengthens sustainable development goals through the strict protection of multiple ecosystem services. Global Ecol. Conserv. 56, e03306. https://doi.org/10.1016/j.gecco.2024.e03306 (2024).

    Google Scholar 

  60. Zhang, M., Yu, S., Ye, Q. & Zhao, Z. The impact of vegetation-dominated landscape configurations on the spatiotemporal dynamics and driving mechanisms of ecosystem services in the loess plateau. Environ. Dev. Sustain. https://doi.org/10.1007/s10668-025-06790-4 (2025).

    Google Scholar 

  61. Hafeez, A. et al. Chapter 12 – Soil and water conservation under changing climate. In: Challenges and Solutions of Climate Impact on Agriculture. Fahad, (eds Adnan, S., Munir, M., Lal, I., Nawaz, R. & Saud, S.) T., and. Academic, 307–328. (2025).

  62. Bai, Y., Han, H. & Jian, Y. Review of ecosystem services in karst rocky desertification controls: status, challenges, and future directions. Trop. Ecol. 66, 404–421. https://doi.org/10.1007/s42965-025-00394-9 (2025).

    Google Scholar 

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Funding

This work was supported by the Key Scientific Research Projects of Henan Province Higher Education Institutions in 2026 (Grant No. 26B170007) and the Natural Science Foundation of Liaoning Province (No. 2024BSBA57).

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Contributions

Shuo Dong: Writing – original draft, Software, Methodology, Visualization. Hongen Hu: Software, Data curation, Visualization. Guangliang Jia: Funding acquisition, Data curation. Tianyi Cai: Writing – review & editing , Supervision, Funding acquisition, Conceptualization, Project administration, Formal analysis.

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Correspondence to
Tianyi Cai.

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Dong, S., Hu, H., Jia, G. et al. Spatiotemporal changes and degradation early-warning of key ecosystem services in China from 2015 to 2020.
Sci Rep (2026). https://doi.org/10.1038/s41598-026-46005-y

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  • DOI: https://doi.org/10.1038/s41598-026-46005-y

Keywords

  • Key ecosystem service
  • Degradation early warning
  • GIS
  • County-level scale
  • Ecological civilization


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