Technical Papers
Oct 31, 2022

Self-Organizing Feature Zoning and Multiple Hotspots Identification of Ecosystem Services: How to Promote Ecological Refined Management of Chengdu-Chongqing Urban Agglomeration

Publication: Journal of Urban Planning and Development
Volume 149, Issue 1

Abstract

Reasonable ecological function zoning is conducive to balancing ecological security and social development. Previous studies of evaluation for urban ecosystem services (ESs) have great progress. However, there is a lack of integrating ES stable hotspots into urban planning and refined management. In this research, we are interested in how hotspot identification can help promote ecological refined management. To achieve this, Chengdu-Chongqing urban agglomeration (CY) was chosen as a case study. First, we employed coefficient of variation and linear regression to analyze ESs temporal and spatial evolution trend from 2000 to 2017. Then, the stable ES hotspots were identified in the time dimension, and the results were superimposed on the dominant function zoning map obtained by a self-organizing feature map (SOFM). Finally, the refined zoning results were obtained, and we added corresponding control measures and policy guidance. The results showed the following: (1) from 2000 to 2017, water conservation (WR) and biodiversity conservation (Sbio) in the study area fluctuated greatly and showed a significant improvement trend on the whole; soil erosion protection (Spro), carbon sequestration and oxygen production (CSOP) showed a degradation trend in a few areas; (2) the area with at least one kind of ES stable hotspot accounted for 35.22% in the study area, and only 0.8% covered the four kinds of ES hotspots; and (3) the two-level zoning system of CY-refined management was designed. Eighteen cells have been designed within five main functional zones: urban agglomeration zone, modern agricultural development zone, ecological farming zone, ecological transition zone, and core ecological protection zone. Overall, the research based on natural ecological zoning management can provide a decision-making basis for urban planning, policy making, and sustainable development.

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Acknowledgments

This research was supported by the National Social Science Foundation of China (No. 19XJY003), the National Park Research Center Project, China (No. GJGY2020-ZD002), and the Landscape and Recreation Research Center Key Project of Sichuan, China (No. JGYQ2019012). The authors thank LetPub (www.letpub.com) for its linguistic assistance during the preparation of this manuscript. We sincerely thank the editor and anonymous reviewers for their valuable comments.

References

Alemu, J. B., D. R. Richards, L. Y.-F. Gaw, M. Masoudi, Y. Nathan, and D. A. Friess. 2021. “Identifying spatial patterns and interactions among multiple ecosystem services in an urban mangrove landscape.” Ecol. Indic. 121: 107042. https://doi.org/10.1016/j.ecolind.2020.107042.
Bai, Y., C. Zhuang, Z. Ouyang, H. Zheng, and B. Jiang. 2011. “Spatial characteristics between biodiversity and ecosystem services in a human-dominated watershed.” Ecol. Complexity 8 (2): 177–183. https://doi.org/10.1016/j.ecocom.2011.01.007.
Blumstein, M., and J. R. Thompson. 2015. “Land-use impacts on the quantity and configuration of ecosystem service provisioning in Massachusetts, USA.” J. Appl. Ecol. 52 (4): 1009–1019. https://doi.org/10.1111/1365-2664.12444.
Brown, M. G., and J. E. Quinn. 2018. “Zoning does not improve the availability of ecosystem services in urban watersheds. A case study from Upstate South Carolina, USA.” Ecosyst. Serv. 34: 254–265. https://doi.org/10.1016/j.ecoser.2018.04.009.
Cao, Y., Y. Cao, G. Li, Y. Tian, X. Fang, Y. Li, and Y. Tan. 2020. “Linking ecosystem services trade-offs, bundles and hotspot identification with cropland management in the coastal Hangzhou Bay area of China.” Land Use Policy 97: 104689. https://doi.org/10.1016/j.landusepol.2020.104689.
Caro, C., P. P. Cunha, J. C. Marques, and Z. Teixeira. 2020. “Identifying ecosystem services research hotspots to illustrate the importance of site-specific research: An Atlantic coastal region case study.” Environ. Sustainability Indic. 6: 100031. https://doi.org/10.1016/j.indic.2020.100031.
Chen, D., P. Jiang, and M. Li. 2021. “Assessing potential ecosystem service dynamics driven by urbanization in the Yangtze River Economic Belt, China.” J. Environ. Manage. 292: 112734. https://doi.org/10.1016/j.jenvman.2021.112734.
Cheng, J., J. Sun, K. Yao, M. Xu, and Y. Cao. 2022. “A variable selection method based on mutual information and variance inflation factor.” Spectrochim. Acta Part A Mol. Biomol. Spectrosc. 268: 120652. https://doi.org/10.1016/j.saa.2021.120652.
Dong, H. Z., and M. C. Yao. 2020. “Impacts of land use change on value of ecosystem services in Chengdu-Chongqing economic zone.” Bull. Soil Water Conserv. 40 (1): 213–220.
Dou, H., X. Li, S. Li, D. Dang, X. Li, X. Lyu, M. Li, and S. Liu. 2020. “Mapping ecosystem services bundles for analyzing spatial trade-offs in Inner Mongolia, China.” J. Clean. Prod. 256: 120444. https://doi.org/10.1016/j.jclepro.2020.120444.
Fang, J., Z. Guo, H. Hu, T. Kato, H. Muraoka, and Y. Son. 2014. “Forest biomass carbon sinks in East Asia, with special reference to the relative contributions of forest expansion and forest growth.” Global Change Biol. 20 (6): 2019–2030. https://doi.org/10.1111/gcb.12512.
Fei, D., Q. Cheng, X. Mao, F. Liu, and Q. Zhou. 2017. “Land use zoning using a coupled gridding-self-organizing feature maps method: A case study in China.” J. Clean. Prod. 161: 1162–1170. https://doi.org/10.1016/j.jclepro.2017.05.028.
Feng, Z., H. Q. Jiang, and Y. L. Lu. 2019. “China’s economic-environment comprehensive zoning based on big data method and SOFM clustering.” Sci. Geog. Sin. 39 (2): 242–251. https://doi.org/10.13249/j.cnki.sgs.2019.02.008.
Fisher, B., R. K. Turner, and P. Morling. 2009. “Defining and classifying ecosystem services for decision making.” Ecol. Econ. 68 (3): 643–653. https://doi.org/10.1016/j.ecolecon.2008.09.014.
Gao, J., C. Zou, K. Zhang, M. Xu, and Y. Wang. 2020. “The establishment of Chinese ecological conservation redline and insights into improving international protected areas.” J. Environ. Manage. 264: 110505. https://doi.org/10.1016/j.jenvman.2020.110505.
García-Nieto, A. P., M. García-Llorente, I. Iniesta-Arandia, and B. Martín-López. 2013. “Mapping forest ecosystem services: From providing units to beneficiaries.” Ecosyst. Serv. 4: 126–138. https://doi.org/10.1016/j.ecoser.2013.03.003.
Ghebrezgabher, M. G., T. Yang, X. Yang, and T. Eyassu Sereke. 2020. “Assessment of NDVI variations in responses to climate change in the Horn of Africa.” Egypt. J. Remote Sens. Space Sci. 23 (3): 249–261. https://doi.org/10.1016/j.ejrs.2020.08.003.
Hou, W., J. Gao, S. Wu, and E. Dai. 2015. “Interannual variations in growing-season NDVI and Its correlation with climate variables in the Southwestern Karst Region of China.” Remote Sens. 7 (9): 11105–11124. https://doi.org/10.3390/rs70911105.
Inkoom, J. N., S. Frank, K. Greve, and C. Fürst. 2018. “A framework to assess landscape structural capacity to provide regulating ecosystem services in West Africa.” J. Environ. Manage. 209: 393–408. https://doi.org/10.1016/j.jenvman.2017.12.027.
Jiang, C., D. Li, D. Wang, and L. Zhang. 2016. “Quantification and assessment of changes in ecosystem service in the Three-River Headwaters Region, China as a result of climate variability and land cover change.” Ecol. Indic. 66: 199–211. https://doi.org/10.1016/j.ecolind.2016.01.051.
Li, G., C. Fang, and S. Wang. 2016. “Exploring spatiotemporal changes in ecosystem-service values and hotspots in China.” Sci. Total Environ. 545–546: 609–620. https://doi.org/10.1016/j.scitotenv.2015.12.067.
Li, S., Y. Liu, H. Yang, X. Yu, Y. Zhang, and C. Wang. 2021. “Integrating ecosystem services modeling into effectiveness assessment of national protected areas in a typical arid region in China.” J. Environ. Manage. 297: 113408. https://doi.org/10.1016/j.jenvman.2021.113408.
Li, S. C., W. Xiao, Y. L. Zhao, J. F. Xu, H. Z. Da, and X. J. Lv. 2019. “Quantitative analysis of the ecological security pattern for regional sustainable development: Case study of Chaohu Basinin Eastern China.” J. Urban Plan. Dev. 145 (3): 04019009. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000508.
Li, Y., J. Zhan, Y. Liu, F. Zhang, and M. Zhang. 2018. “Response of ecosystem services to land use and cover change: A case study in Chengdu City.” Resour. Conserv. Recycl. 132: 291–300. https://doi.org/10.1016/j.resconrec.2017.03.009.
Liang, J., et al. 2018. “Integrating priority areas and ecological corridors into national network for conservation planning in China.” Sci. Total Environ. 626: 22–29. https://doi.org/10.1016/j.scitotenv.2018.01.086.
Lin, J., and X. Li. 2019. “Large-scale ecological red line planning in urban agglomerations using a semi-automatic intelligent zoning method.” Sustainable Cities Soc. 46: 101410. https://doi.org/10.1016/j.scs.2018.12.038.
Liu, X., C. Lao, X. Li, Y. Liu, and Y. Chen. 2012. “An integrated approach of remote sensing, GIS and swarm intelligence for zoning protected ecological areas.” Landscape Ecol. 27 (3): 447–463. https://doi.org/10.1007/s10980-011-9684-1.
Liu, Y., T. Li, W. Zhao, S. Wang, and B. Fu. 2019. “Landscape functional zoning at a county level based on ecosystem services bundle: Methods comparison and management indication.” J. Environ. Manage. 249: 109315. https://doi.org/10.1016/j.jenvman.2019.109315.
Luo, Q., J. Zhou, Z. Li, and B. Yu. 2020. “Spatial differences of ecosystem services and their driving factors: A comparation analysis among three urban agglomerations in China’s Yangtze River Economic Belt.” Sci. Total Environ. 725: 138452. https://doi.org/10.1016/j.scitotenv.2020.138452.
Lv, X., X. Lu, G. Fu, and C. Wu. 2018. “A spatial-temporal approach to evaluate the dynamic evolution of green growth in China.” Sustainability 10 (7): 2341. https://doi.org/10.3390/su10072341.
Mao, Q., J. Peng, Y. Liu, W. Wu, M. Zhao, and Y. Wang. 2019. “An ecological function zoning approach coupling SOFM and SVM: A case study in Ordos.” Acta Geographica Sinica 74 (3): 460–474. https://doi.org/10.11821/dlxb201903005.
Martinez-Harms, M. J., B. A. Bryan, S. A. Wood, D. M. Fisher, E. Law, J. R. Rhodes, C. Dobbs, D. Biggs, and K. A. Wilson. 2018. “Inequality in access to cultural ecosystem services from protected areas in the Chilean biodiversity hotspot.” Sci. Total Environ. 636: 1128–1138. https://doi.org/10.1016/j.scitotenv.2018.04.353.
Maynard, S., D. James, and A. Davidson. 2010. “The development of an ecosystem services framework for South East Queensland.” Environ. Manage. 45 (5): 881–895. https://doi.org/10.1007/s00267-010-9428-z.
McPhearson, T., Z. A. Hamstead, and P. Kremer. 2014. “Urban ecosystem services for resilience planning and management in New York City.” AMBIO 43 (4): 502–515. https://doi.org/10.1007/s13280-014-0509-8.
Moradi, M. 2020. “Trend analysis and variations of sea surface temperature and chlorophyll-a in the Persian Gulf.” Mar. Pollut. Bull. 156: 111267. https://doi.org/10.1016/j.marpolbul.2020.111267.
Ord, J. K., and A. Getis. 1995. “Local spatial autocorrelation statistics: Distributional issues and an application.” Geog. Anal. 27 (4): 286–306. https://doi.org/10.1111/j.1538-4632.1995.tb00912.x.
Orsi, F., M. Ciolli, E. Primmer, L. Varumo, and D. Geneletti. 2020. “Mapping hotspots and bundles of forest ecosystem services across the European Union.” Land Use Policy 99: 104840. https://doi.org/10.1016/j.landusepol.2020.104840.
Ouyang, Z., et al. 2016. “Improvements in ecosystem services from investments in natural capital.” Science 352 (6292): 1455–1459. https://doi.org/10.1126/science.aaf2295.
Peng, J., X. Hu, S. Qiu, Y. Hu, J. Meersmans, and Y. Liu. 2019. “Multifunctional landscapes identification and associated development zoning in mountainous area.” Sci. Total Environ. 660: 765–775. https://doi.org/10.1016/j.scitotenv.2019.01.023.
Rodríguez, N., D. Armenteras, and J. Retana. 2015. “National ecosystems services priorities for planning carbon and water resource management in Colombia.” Land Use Policy 42: 609–618. https://doi.org/10.1016/j.landusepol.2014.09.013.
Schröter, M., R. Kraemer, S. Ceauşu, and G. M. Rusch. 2017. “Incorporating threat in hotspots and coldspots of biodiversity and ecosystem services.” AMBIO 46 (7): 756–768. https://doi.org/10.1007/s13280-017-0922-x.
Shiferaw, H., W. Bewket, T. Alamirew, G. Zeleke, D. Teketay, K. Bekele, U. Schaffner, and S. Eckert. 2019. “Implications of land use/land cover dynamics and Prosopis invasion on ecosystem service values in Afar Region, Ethiopia.” Sci. Total Environ. 675: 354–366. https://doi.org/10.1016/j.scitotenv.2019.04.220.
Sichuan, P. P. G., 2020. “Notice on implementing the redline of ecological protection, the bottom line of environmental quality and the online utilization of resources, formulating the list of ecological environment access and implementing the zoning control of ecological environment.” [In Chinese.] Accessed October 13, 2020. http://www.sc.gov.cn/10462/c103044/2020/6/29/f4cee42dd26849b0aa926e20e223c6bb.shtml.
Spanò, M., V. Leronni, R. Lafortezza, and F. Gentile. 2017. “Are ecosystem service hotspots located in protected areas? Results from a study in Southern Italy.” Environ. Sci. Policy 73: 52–60. https://doi.org/10.1016/j.envsci.2017.04.008.
Su, K., D. Wei, and W. Lin. 2020. “Evaluation of ecosystem services value and its implications for policy making in China—A case study of Fujian province.” Ecol. Indic. 108: 105752. https://doi.org/10.1016/j.ecolind.2019.105752.
Sun, Y., R. Hao, J. Qiao, and H. Xue. 2020. “Function zoning and spatial management of small watersheds based on ecosystem disservice bundles.” J. Clean. Prod. 255: 120285. https://doi.org/10.1016/j.jclepro.2020.120285.
Sun, Q., W. Qi, and X. Yu. 2021. “Impacts of land use change on ecosystem services in the intensive agricultural area of North China based on multi-scenario analysis.” Alexandria Eng. J. 60 (1): 1703–1716. https://doi.org/10.1016/j.aej.2020.11.020.
Tao, Y., F. Li, J. C. Crittenden, Z. Lu, and X. Sun. 2016. “Environmental impacts of China’s urbanization from 2000 to 2010 and management implications.” Environ. Manage. 57 (2): 498–507. https://doi.org/10.1007/s00267-015-0614-x.
Wang, J., Y. Lin, A. Glendinning, and Y. Xu. 2018. “Land-use changes and land policies evolution in China's urbanization processes.” Land Use Policy 75: 375–387. https://doi.org/10.1016/j.landusepol.2018.04.011.
Wang, Y., X. Zhang, and P. Peng. 2021. “Spatio-temporal changes of land-use/land cover change and the effects on ecosystem service values in Derong County, China, from 1992–2018.” Sustainability 13 (2): 827. https://doi.org/10.3390/su13020827.
Wang, J., W. Zhou, S. T. A. Pickett, W. Yu, and W. Li. 2019. “A multiscale analysis of urbanization effects on ecosystem services supply in an urban megaregion.” Sci. Total Environ. 662: 824–833. https://doi.org/10.1016/j.scitotenv.2019.01.260.
Wei, D., A. Feng, and J. Huang. 2020. “Analysis of ecological protection effect based on functional zoning and spatial management and control.” Int. J. Geoheritage Parks 8 (3): 166–172. https://doi.org/10.1016/j.ijgeop.2020.06.003.
Xiao, Q., D. Hu, and Y. Xiao. 2017. “Assessing changes in soil conservation ecosystem services and causal factors in the Three Gorges Reservoir region of China.” J. Clean. Prod. 163: S172–S180. https://doi.org/10.1016/j.jclepro.2016.09.012.
Xing, Z., J. Wang, and J. Zhang. 2018. “Total-factor ecological efficiency and productivity in Yangtze River Economic Belt, China: A non-parametric distance function approach.” J. Clean. Prod. 200: 844–857. https://doi.org/10.1016/j.jclepro.2018.08.015.
Xu, X., G. Yang, and Y. Tan. 2019a. “Identifying ecological red lines in China’s Yangtze River Economic Belt: A regional approach.” Ecol. Indic. 96: 635–646. https://doi.org/10.1016/j.ecolind.2018.09.052.
Xu, L., D. Yang, T. Wu, S. Yi, Y. Fang, C. Xiao, H. Lin, J. Huang, and C. Habimana Simbi. 2019b. “An ecosystem services zoning framework for the permafrost regions of China.” Adv. Clim. Change Res. 10 (2): 92–98. https://doi.org/10.1016/j.accre.2019.06.007.
Xu, K., J. Wang, J. Wang, X. Wang, Y. Chi, and X. Zhang. 2020. “Environmental function zoning for spatially differentiated environmental policies in China.” J. Environ. Manage. 255: 109485. https://doi.org/10.1016/j.jenvman.2019.109485.
Xu, J., S. Wang, Y. Xiao, G. Xie, Y. Wang, C. Zhang, P. Li, and G. Lei. 2021. “Mapping the spatiotemporal heterogeneity of ecosystem service relationships and bundles in Ningxia, China.” J. Clean. Prod. 294: 126216. https://doi.org/10.1016/j.jclepro.2021.126216.
Xue, M. G., and S. H. Ma. 2018. “Optimized land-use scheme based on ecosystem service value: Case study of Taiyuan, China.” J. Urban Plan. Dev. 144 (2): 04018016. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000447.
Yang, Y., and Z. Cai. 2020. “Ecological security assessment of the Guanzhong Plain urban agglomeration based on an adapted ecological footprint model.” J. Clean. Prod. 260: 120973. https://doi.org/10.1016/j.jclepro.2020.120973.
Yang, D., W. Liu, L. Tang, L. Chen, X. Li, and X. Xu. 2019. “Estimation of water provision service for monsoon catchments of South China: Applicability of the InVEST model.” Landscape Urban Plan 182: 133–143. https://doi.org/10.1016/j.landurbplan.2018.10.011.
Yin, H., F. Kong, X. Yang, P. James, and I. Dronova. 2018. “Exploring zoning scenario impacts upon urban growth simulations using a dynamic spatial model.” Cities 81: 214–229. https://doi.org/10.1016/j.cities.2018.04.010.
Yu, H., W. Xie, L. Sun, and Y. Wang. 2021. “Identifying the regional disparities of ecosystem services from a supply-demand perspective.” Resour. Conserv. Recycl. 169: 105557. https://doi.org/10.1016/j.resconrec.2021.105557.
Zank, B., K. J. Bagstad, B. Voigt, and F. Villa. 2016. “Modeling the effects of urban expansion on natural capital stocks and ecosystem service flows: A case study in the Puget Sound, Washington, USA.” Landscape Urban Plan 149: 31–42. https://doi.org/10.1016/j.landurbplan.2016.01.004.
Zeng, J., T. Chen, X. Yao, and W. Chen. 2020. “Do protected areas improve ecosystem services? A case study of Hoh Xil nature reserve in Qinghai-Tibetan Plateau.” Remote Sens. 12 (3): 471. https://doi.org/10.3390/rs12030471.
Zhang, L., B. Fu, Y. Lü, and Y. Zeng. 2015. “Balancing multiple ecosystem services in conservation priority setting.” Landscape Ecol. 30 (3): 535–546. https://doi.org/10.1007/s10980-014-0106-z.
Zhang, H., X. Liang, H. Chen, and Q. Shi. 2021. “Spatio-temporal evolution of the social-ecological landscape resilience and management zoning in the loess hill and gully region of China.” Environ. Dev. 39: 100616. https://doi.org/10.1016/j.envdev.2021.100616.
Zhao, M., Z. He, J. Du, L. Chen, P. Lin, and S. Fang. 2019. “Assessing the effects of ecological engineering on carbon storage by linking the CA-Markov and InVEST models.” Ecol. Indic. 98: 29–38. https://doi.org/10.1016/j.ecolind.2018.10.052.

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Journal of Urban Planning and Development
Volume 149Issue 1March 2023

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Received: Sep 30, 2021
Accepted: Aug 18, 2022
Published online: Oct 31, 2022
Published in print: Mar 1, 2023
Discussion open until: Mar 31, 2023

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Professor, College of Management Science, Chengdu Univ. of Technology, Chengdu 610059, PR China; Protection Policy Research Center of Key Ecological Functional Areas in the Upper Reaches of the Yangtze River, Chengdu Univ. of Technology, Chengdu 610059, PR China. ORCID: https://orcid.org/0000-0003-1311-4878. Email: [email protected]
College of Earth Sciences, Chengdu Univ. of Technology, Chengdu 610059, PR China; College of Management Science, Chengdu Univ. of Technology, Chengdu 610059, PR China (corresponding author). Email: [email protected]
Jialong Zhong [email protected]
Ph.D. Candidate, College of Management Science, Chengdu Univ. of Technology, Chengdu 610059, PR China. Email: [email protected]
Jingjing Zhao [email protected]
College of Earth Sciences, Chengdu Univ. of Technology, Chengdu 610059, PR China. Email: [email protected]

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