IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i22p12694-d680704.html
   My bibliography  Save this article

Proposing a GEE-Based Spatiotemporally Adjusted Value Transfer Method to Assess Land-Use Changes and Their Impacts on Ecosystem Service Values in the Shenyang Metropolitan Area

Author

Listed:
  • Shuming Ma

    (Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China)

  • Jie Huang

    (Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China)

  • Yingying Chai

    (Institute of Ecology, Chinese Research Academy of Environmental Sciences, Beijing 100012, China)

Abstract

Understanding land-use dynamics and their impacts on ecosystem service values (ESVs) is critical to conservation and environmental decision-making. This work used the Google Earth Engine (GEE) platform and an adjusted value transfer method to investigate spatiotemporal ESV changes in the Shenyang Metropolitan Area (SMA), a National Reform Pilot Zone in northeast China. First, we obtained land-use classification maps for 2000, 2005, 2010, 2015, and 2020 using a GEE-based Landsat dense stacking methodology. Then, we employed four spatiotemporal correction factors (net primary productivity, fractional vegetation cover, precipitation, and crop yield) in the value transfer method, and analyzed the ESV dynamics. The results showed that forest land and cropland were the two dominant land-use types, jointly occupying 75–89% of the total area. The built-up areas expanded rapidly from 2727 km 2 in 2000 to 3597 km 2 in 2020, while the cropland kept decreasing, and suffered the most area loss (−1305.09 km 2 ). The ESV of the SMA rose substantially from 814.04 hundred million Chinese Yuan (hmCYN) in 2000 to 1546.82 hmCYN in 2005, then kept decreasing in 2005–2010 (−17.01%) and 2010–2015 (−10.75%), and finally increased to 1329.81 hmCYN in 2020. The ESVs of forest comprised most of the total ESVs, with the percentage ranging from 72.65% to 77.18%, followed by water bodies, ranging from 11.61% to 15.64%. The ESV changes for forest land and water bodies were the main drivers for the total ESV dynamics. Overall, this study illustrated the feasibility of combining the GEE platform and the spatiotemporal adjusted value transfer method into the ESV analysis. Additionally, the results could provide essential references to future environmental management policymaking in the SMA.

Suggested Citation

  • Shuming Ma & Jie Huang & Yingying Chai, 2021. "Proposing a GEE-Based Spatiotemporally Adjusted Value Transfer Method to Assess Land-Use Changes and Their Impacts on Ecosystem Service Values in the Shenyang Metropolitan Area," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12694-:d:680704
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/22/12694/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/22/12694/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wang, Xuechao & Dong, Xiaobin & Liu, Huiming & Wei, Hejie & Fan, Weiguo & Lu, Nachuan & Xu, Zihan & Ren, Jiahui & Xing, Kaixiong, 2017. "Linking land use change, ecosystem services and human well-being: A case study of the Manas River Basin of Xinjiang, China," Ecosystem Services, Elsevier, vol. 27(PA), pages 113-123.
    2. Yang Bai & Christina P. Wong & Bo Jiang & Alice C. Hughes & Min Wang & Qing Wang, 2018. "Developing China’s Ecological Redline Policy using ecosystem services assessments for land use planning," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    3. Liu, Yong & Li, Jinchang & Zhang, Hong, 2012. "An ecosystem service valuation of land use change in Taiyuan City, China," Ecological Modelling, Elsevier, vol. 225(C), pages 127-132.
    4. Aschonitis, V.G. & Gaglio, M. & Castaldelli, G. & Fano, E.A., 2016. "Criticism on elasticity-sensitivity coefficient for assessing the robustness and sensitivity of ecosystem services values," Ecosystem Services, Elsevier, vol. 20(C), pages 66-68.
    5. Song, Wei & Deng, Xiangzheng & Yuan, Yongwei & Wang, Zhan & Li, Zhaohua, 2015. "Impacts of land-use change on valued ecosystem service in rapidly urbanized North China Plain," Ecological Modelling, Elsevier, vol. 318(C), pages 245-253.
    6. Gashaw, Temesgen & Tulu, Taffa & Argaw, Mekuria & Worqlul, Abeyou W. & Tolessa, Terefe & Kindu, Mengistie, 2018. "Estimating the impacts of land use/land cover changes on Ecosystem Service Values: The case of the Andassa watershed in the Upper Blue Nile basin of Ethiopia," Ecosystem Services, Elsevier, vol. 31(PA), pages 219-228.
    7. Costanza, Robert & d'Arge, Ralph & de Groot, Rudolf & Farber, Stephen & Grasso, Monica & Hannon, Bruce & Limburg, Karin & Naeem, Shahid & O'Neill, Robert V. & Paruelo, Jose, 1998. "The value of the world's ecosystem services and natural capital," Ecological Economics, Elsevier, vol. 25(1), pages 3-15, April.
    8. Kreuter, Urs P. & Harris, Heather G. & Matlock, Marty D. & Lacey, Ronald E., 2001. "Change in ecosystem service values in the San Antonio area, Texas," Ecological Economics, Elsevier, vol. 39(3), pages 333-346, December.
    9. Yanqiong Ye & Jiaen Zhang & Ting Wang & Hui Bai & Xuan Wang & Wei Zhao, 2021. "Changes in Land-Use and Ecosystem Service Value in Guangdong Province, Southern China, from 1990 to 2018," Land, MDPI, vol. 10(4), pages 1-19, April.
    10. Tolessa, Terefe & Senbeta, Feyera & Kidane, Moges, 2017. "The impact of land use/land cover change on ecosystem services in the central highlands of Ethiopia," Ecosystem Services, Elsevier, vol. 23(C), pages 47-54.
    11. Boyd, James & Banzhaf, Spencer, 2007. "What are ecosystem services? The need for standardized environmental accounting units," Ecological Economics, Elsevier, vol. 63(2-3), pages 616-626, August.
    12. Sutton, Paul C. & Anderson, Sharolyn J. & Costanza, Robert & Kubiszewski, Ida, 2016. "The ecological economics of land degradation: Impacts on ecosystem service values," Ecological Economics, Elsevier, vol. 129(C), pages 182-192.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muluberhan Biedemariam & Emiru Birhane & Biadgilgn Demissie & Tewodros Tadesse & Girmay Gebresamuel & Solomon Habtu, 2022. "Ecosystem Service Values as Related to Land Use and Land Cover Changes in Ethiopia: A Review," Land, MDPI, vol. 11(12), pages 1-21, December.
    2. Gashaw, Temesgen & Tulu, Taffa & Argaw, Mekuria & Worqlul, Abeyou W. & Tolessa, Terefe & Kindu, Mengistie, 2018. "Estimating the impacts of land use/land cover changes on Ecosystem Service Values: The case of the Andassa watershed in the Upper Blue Nile basin of Ethiopia," Ecosystem Services, Elsevier, vol. 31(PA), pages 219-228.
    3. Yuan Gong & Mengmeng Cai & Lei Yao & Linsong Cheng & Chunxu Hao & Zheng Zhao, 2022. "Assessing Changes in the Ecosystem Services Value in Response to Land-Use/Land-Cover Dynamics in Shanghai from 2000 to 2020," IJERPH, MDPI, vol. 19(19), pages 1-19, September.
    4. Md. Mostafizur Rahman & György Szabó, 2021. "Impact of Land Use and Land Cover Changes on Urban Ecosystem Service Value in Dhaka, Bangladesh," Land, MDPI, vol. 10(8), pages 1-27, July.
    5. Henghui Xi & Wanglai Cui & Li Cai & Mengyuan Chen & Chenglei Xu, 2021. "Evaluation and Prediction of Ecosystem Service Value in the Zhoushan Islands Based on LUCC," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
    6. Kubiszewski, Ida & Concollato, Luke & Costanza, Robert & Stern, David I., 2023. "Changes in authorship, networks, and research topics in ecosystem services," Ecosystem Services, Elsevier, vol. 59(C).
    7. Yuqing Xiong & Hong Li & Meichen Fu & Xiuhua Ma & Lei Wang, 2022. "Evaluation of Ecosystem Service Change Patterns in a Mining-Based City: A Case Study of Wu’an City," Land, MDPI, vol. 11(6), pages 1-18, June.
    8. Raju Rai & Yili Zhang & Basanta Paudel & Bipin Kumar Acharya & Laxmi Basnet, 2018. "Land Use and Land Cover Dynamics and Assessing the Ecosystem Service Values in the Trans-Boundary Gandaki River Basin, Central Himalayas," Sustainability, MDPI, vol. 10(9), pages 1-22, August.
    9. Roshan Sharma & Bhagawat Rimal & Himlal Baral & Udo Nehren & Kiran Paudyal & Sunil Sharma & Sushila Rijal & Surendra Ranpal & Ram Prasad Acharya & Amer A. Alenazy & Prashid Kandel, 2019. "Impact of Land Cover Change on Ecosystem Services in a Tropical Forested Landscape," Resources, MDPI, vol. 8(1), pages 1-13, January.
    10. Hualin Xie & Zhenhong Zhu & Zhe Li, 2022. "Spatial Divergence Analysis of Ecosystem Service Value in Hilly Mountainous Areas: A Case Study of Ruijin City," Land, MDPI, vol. 11(6), pages 1-17, May.
    11. Kwadwo Kyenkyehene Kusi & Abdellatif Khattabi & Nadia Mhammdi, 2023. "Analyzing the impact of land use change on ecosystem service value in the main watersheds of Morocco," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(3), pages 2688-2715, March.
    12. Maggie G. Munthali & Mengistie Kindu & Abiodun M. Adeola & Nerhene Davis & Joel O. Botai & Negasi Solomon, 2023. "Variations of ecosystem service values as a response to land use and land cover dynamics in central malawi," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 9821-9837, September.
    13. Muhammad Zaman-ul-Haq & Ambrina Kanwal & Akber Abid Gardezi & Hina Fatima & Zafeer Saqib & Syed Atif Bokhari & Emad Abouel Nasr & Shafiq Ahmad & Muhammad Shafiq, 2022. "Assessing Spatial-Temporal Changes in Monetary Values of Urban Ecosystem Services through Remotely Sensed Data," Sustainability, MDPI, vol. 14(22), pages 1-23, November.
    14. Jiayi Zhou & Kangning Xiong & Qi Wang & Jiuhan Tang & Li Lin, 2022. "A Review of Ecological Assets and Ecological Products Supply: Implications for the Karst Rocky Desertification Control," IJERPH, MDPI, vol. 19(16), pages 1-20, August.
    15. Sipei Pan & Jiale Liang & Wanxu Chen & Jiangfeng Li & Ziqi Liu, 2021. "Gray Forecast of Ecosystem Services Value and Its Driving Forces in Karst Areas of China: A Case Study in Guizhou Province, China," IJERPH, MDPI, vol. 18(23), pages 1-20, November.
    16. Damien Sinonmatohou Tiando & Shougeng Hu & Xin Fan & Muhammad Rashid Ali, 2021. "Tropical Coastal Land-Use and Land Cover Changes Impact on Ecosystem Service Value during Rapid Urbanization of Benin, West Africa," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    17. Wang, Yahui & Dai, Erfu & Yin, Le & Ma, Liang, 2018. "Land use/land cover change and the effects on ecosystem services in the Hengduan Mountain region, China," Ecosystem Services, Elsevier, vol. 34(PA), pages 55-67.
    18. Peipei Miao & Xiaoqing Zhao & Junwei Pu & Pei Huang & Xiaoqian Shi & Zexian Gu, 2022. "Study on the Evolution Mechanism of Ecosystem Services in Karst Mountainous Areas from the Perspective of Humanities," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    19. Haozhe Zhang & Qingyuan Yang & Zhongxun Zhang & Dan Lu & Huiming Zhang, 2021. "Spatiotemporal Changes of Ecosystem Service Value Determined by National Land Space Pattern Change: A Case Study of Fengdu County in The Three Gorges Reservoir Area, China," IJERPH, MDPI, vol. 18(9), pages 1-24, May.
    20. Xiaoyan Zhang & Jian Ji, 2022. "Spatiotemporal Differentiation of Ecosystem Service Value and Its Drivers in the Jiangsu Coastal Zone, Eastern China," Sustainability, MDPI, vol. 14(22), pages 1-19, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12694-:d:680704. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.