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Research Article

Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective

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Pages 4621-4645 | Received 11 May 2023, Accepted 30 Oct 2023, Published online: 12 Nov 2023

References

  • Aronson, James, and Sasha Alexander. 2013. “Ecosystem Restoration is Now a Global Priority: Time to Roll up our Sleeves.” Restoration Ecology 21 (3): 293–296. https://doi.org/10.1111/rec.12011.
  • Aronson, James, Neva Goodwin, Laura Orlando, Cristina Eisenberg, and Adam T. Cross. 2020. “A World of Possibilities: Six Restoration Strategies to Support the United Nation’s Decade on Ecosystem Restoration.” Restoration Ecology 28 (4): 730–736. https://doi.org/10.1111/rec.13170.
  • Baret, Frédéric, Olivier Hagolle, Bernhard Geiger, Patrice Bicheron, Bastien Miras, Mireille Huc, Béatrice Berthelot, et al. 2007. “LAI, fAPAR and fCover CYCLOPES Global Products Derived from VEGETATION: Part 1: Principles of the Algorithm.” Remote Sensing of Environment 110 (3): 275–286. https://doi.org/10.1016/j.rse.2007.02.018.
  • Bian, Jinhu, Ainong Li, Xi Nan, Guangbin Lei, and Zhengjian Zhang. 2022. “Dataset of the Mountain Green Cover Index (SDG15. 4.2) Over the Economic Corridors of the Belt and Road Initiative for 2010-2019.” Big Earth Data 6 (1): 77–89. https://doi.org/10.1080/20964471.2021.1941571.
  • Cao, Shixiong. 2011. “Impact of China’s Large-Scale Ecological Restoration Program on the Environment and Society in Arid and Semiarid Areas of China: Achievements, Problems, Synthesis, and Applications.” Critical Reviews in Environmental Science and Technology 41 (4): 317–335. https://doi.org/10.1080/10643380902800034.
  • CBD (Convention on Biological Diversity). 2012. “UNEP/CBD/COP Decision XI/16.” Ecosystem Restoration.
  • Center for International Knowledge on Development. 2021. Progress Report on China’s Implementation of the 2030 Agenda for Sustainable Development. Beijing: Center for International Knowledge on Development.
  • Chen, Chi, Taejin Park, Xuhui Wang, Shilong Piao, Baodong Xu, Rajiv K. Chaturvedi, Richard Fuchs, Victor Brovkin, Philippe Ciais, and Rasmus Fensholt. 2019. “China and India Lead in Greening of the World Through Land-Use Management.” Nature Sustainability 2: 122–129. https://doi.org/10.1038/s41893-019-0220-7.
  • Chen, Ang, Xiuchun Yang, Jian Guo, Xiaoyu Xing, Dong Yang, and Bin Xu. 2021. “Synthesized Remote Sensing-Based Desertification Index Reveals Ecological Restoration and its Driving Forces in the Northern Sand-Prevention Belt of China.” Ecological Indicators 131: 108230. https://doi.org/10.1016/j.ecolind.2021.108230.
  • Chen, Dengshuai, Qiqi Zhao, Penghui Jiang, and Manchun Li. 2022. “Incorporating Ecosystem Services to Assess Progress Towards Sustainable Development Goals: A Case Study of the Yangtze River Economic Belt, China.” Science of the Total Environment 806 (Pt 3): 151277. https://doi.org/10.1016/j.scitotenv.2021.151277.
  • Cowie, Annette L., Barron J. Orr, Victor M. Castillo Sanchez, Pamela Chasek, Neville D. Crossman, Alexander Erlewein, Geertrui Louwagie, et al. 2018. “Land in Balance: The Scientific Conceptual Framework for Land Degradation Neutrality.” Environmental Science & Policy 79: 25–35. https://doi.org/10.1016/j.envsci.2017.10.011.
  • Dekker, Arnold G., and Erin L. Hestir. 2012. Evaluating the Feasibility of Systematic Inland Water Quality Monitoring with Satellite Remote Sensing. Canberra, Australia: Commonwealth Scientific Industrial Research Organization.
  • del Río-Mena, Trinidad, Louise Willemen, Ghirmay Tsegay Tesfamariam, Otto Beukes, and Andy Nelson. 2020. “Remote Sensing for Mapping Ecosystem Services to Support Evaluation of Ecological Restoration Interventions in an Arid Landscape.” Ecological Indicators 113: 106182. https://doi.org/10.1016/j.ecolind.2020.106182.
  • de Oliveira, Michele L., Carlos A. C. dos Santos, Gabriel de Oliveira, Madson T. Silva, Bernardo B. da Silva, John E. de B. L. Cunha, Anderson Ruhoff, and Celso A. G. Santos. 2022. “Remote Sensing-Based Assessment of Land Degradation and Drought Impacts Over Terrestrial Ecosystems in Northeastern Brazil.” Science of the Total Environment 835: 155490. https://doi.org/10.1016/j.scitotenv.2022.155490.
  • De Pinto, Alessandro, Nicola Cenacchi, Richard Robertson, Ho-Young Kwon, Timothy Thomas, Jawoo Koo, Salome Begeladze, and Chetan Kumar. 2020. “The Role of Crop Production in the Forest Landscape Restoration Approach—Assessing the Potential Benefits of Meeting the Bonn Challenge.” Frontiers in Sustainable Food Systems 4: 61. https://doi.org/10.3389/fsufs.2020.00061.
  • Devlin, Michelle, Suzanne Bricker, and Suzanne Painting. 2011. “Comparison of Five Methods for Assessing Impacts of Nutrient Enrichment Using Estuarine Case Studies.” Biogeochemistry 106 (2): 177–205. https://doi.org/10.1007/s10533-011-9588-9.
  • Doren, Robert F., Joel C. Trexler, Andrew D. Gottlieb, and Matthew C. Harwell. 2009. “Ecological Indicators for System-Wide Assessment of the Greater Everglades Ecosystem Restoration Program.” Ecological Indicators 9 (6): S2–S16. https://doi.org/10.1016/j.ecolind.2008.08.009.
  • Dubey, Pradeep Kumar, Ajeet Singh, Apoorva Raghubanshi, and P. C. Abhilash. 2021. “Steering the Restoration of Degraded Agroecosystems During the United Nations Decade on Ecosystem Restoration.” Journal of Environmental Management 280: 111798. https://doi.org/10.1016/j.jenvman.2020.111798.
  • Dubovyk, Olena. 2017. “The Role of Remote Sensing in Land Degradation Assessments: Opportunities and Challenges.” European Journal of Remote Sensing 50 (1): 601–613. https://doi.org/10.1080/22797254.2017.1378926.
  • Duntley, Seibert Q., and R. W. Preisendorfer. 1952. “The Visibility of Submerged Objects.” Visibility Lab., Mass. Inst. Tech pp. 74.
  • Feng, Xiaoming, Bojie Fu, Nan Lu, Yuan Zeng, and Bingfang Wu. 2013. “How Ecological Restoration Alters Ecosystem Services: An Analysis of Carbon Sequestration in China’s Loess Plateau.” Scientific Reports 3: 2846. https://doi.org/10.1038/srep02846.
  • Ferreira, João G., Jesper H. Andersen, Angel Borja, Suzanne B. Bricker, Jordi Camp, Margarida Cardoso da Silva, Esther Garcés, et al. 2011. “Overview of Eutrophication Indicators to Assess Environmental Status Within the European Marine Strategy Framework Directive.” Estuarine, Coastal and Shelf Science 93 (2): 117–131. https://doi.org/10.1016/j.ecss.2011.03.014.
  • Foody, Giles M. 1999. “The Significance of Border Training Patterns in Classification by a Feedforward Neural Network Using Back Propagation Learning.” International Journal of Remote Sensing 20 (18): 3549–3562. https://doi.org/10.1080/014311699211192.
  • Gaubatz, Piper, and Dean Hanink. 2020. “Learning from Taiyuan: Chinese Cities as Urban Sustainability Laboratories.” Geography and Sustainability 1 (2): 118–126. https://doi.org/10.1016/j.geosus.2020.06.004.
  • General Assembly Resolution. 2015. “Transforming Our World: The 2030 Agenda for Sustainable Development.” UN Doc. A/RES/70/1 (September 25, 2015).
  • Gordon, Howard R., Otis B. Brown, Robert H. Evans, James W. Brown, Raymond C. Smith, Karen S. Baker, and Dennis K. Clark. 1988. “A Semianalytic Radiance Model of Ocean Color.” Journal of Geophysical Research: Atmospheres 93 (D9): 10909–10924. https://doi.org/10.1029/JD093iD09p10909.
  • Gordon, Howard R., and André Y. Morel. 1983. Remote Assessment of Ocean Color for Interpretation of Satellite Visible Imagery: A Review. Berlin, Germany: Springer-Verlag.
  • Guo, Biyun, Jushang Wang, Venkata Subrahmanyam Mantravadi, Li Zhang, and Guangzhe Liu. 2022. “Effect of Climate and Ecological Restoration on Vegetation Changes in the “Three-River Headwaters” Region Based on Remote Sensing Technology.” Environmental Science and Pollution Research 29 (11): 16436–16448. https://doi.org/10.1007/s11356-021-16927-3.
  • Hasab, Hashim Ali, Hussain A. Jawad, Hayder Dibs, Hussain Musa Hussain, and Nadhir Al-Ansari. 2020. “Evaluation of Water Quality Parameters in Marshes Zone Southern of Iraq Based on Remote Sensing and GIS Techniques.” Water, Air, & Soil Pollution 231 (4). https://doi.org/10.1007/s11270-020-04531-z.
  • Jia, Xiaoqing, Bojie Fu, Xiaoming Feng, Guohua Hou, Yu Liu, and Xiaofeng Wang. 2014. “The Tradeoff and Synergy Between Ecosystem Services in the Grain-for-Green Areas in Northern Shaanxi, China.” Ecological Indicators 43: 103–113. https://doi.org/10.1016/j.ecolind.2014.02.028.
  • Jia, Kun, Shunlin Liang, Xingfa Gu, F. Baret, Xiangqin Wei, Xiaoxia Wang, Yunjun Yao, Linqing Yang, and Yuwei Li. 2016. “Fractional Vegetation Cover Estimation Algorithm for Chinese GF-1 Wide Field View Data.” Remote Sensing of Environment 177: 184–191. https://doi.org/10.1016/j.rse.2016.02.019.
  • Jia, Kun, Shunlin Liang, Xiangqin Wei, Qiangzi Li, Xin Du, Bo Jiang, Yunjun Yao, Xiang Zhao, and Yuwei Li. 2015. “Fractional Forest Cover Changes in Northeast China from 1982 to 2011 and its Relationship with Climatic Variations.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2.
  • Kapalanga, Taimi S., Zvikomborero Hoko, Webster Gumindoga, and Loyd Chikwiramakomo. 2021. “Remote-sensing-based Algorithms for Water Quality Monitoring in Olushandja Dam, North-Central Namibia.” Water Supply 21 (5): 1878–1894. https://doi.org/10.2166/ws.2020.290.
  • Lai, Kefu, Huahu Xu, Jun Sheng, and Yuzhe Huang. 2023. “Hour-by-Hour Prediction Model of Air Pollutant Concentration Based on EIDW-Informer—A Case Study of Taiyuan.” Atmosphere 14 (8): 1274. https://doi.org/10.3390/atmos14081274.
  • Lee, ZhongPing, Kendall L. Carder, and Robert A. Arnone. 2002. “Deriving Inherent Optical Properties from Water Color: A Multiband Quasi-Analytical Algorithm for Optically Deep Waters.” Applied Optics 41 (27): 5755–5772. https://doi.org/10.1364/AO.41.005755.
  • Lee, ZhongPing, Shaoling Shang, Chuanmin Hu, Keping Du, Alan Weidemann, Weilin Hou, Junfang Lin, and Gong Lin. 2015. “Secchi Disk Depth: A New Theory and Mechanistic Model for Underwater Visibility.” Remote Sensing of Environment 169: 139–149. https://doi.org/10.1016/j.rse.2015.08.002.
  • Lee, Zhongping, Shaoling Shang, Lin Qi, Jing Yan, and Gong Lin. 2016. “A Semi-Analytical Scheme to Estimate Secchi-Disk Depth from Landsat-8 Measurements.” Remote Sensing of Environment 177: 101–106. https://doi.org/10.1016/j.rse.2016.02.033.
  • Li, Miaomiao, Antian Liu, Chunjing Zou, Wenduo Xu, Hideyuki Shimizu, and Kaiyun Wang. 2012. “An Overview of the “Three-North” Shelterbelt Project in China.” Forestry Studies in China 14 (1): 70–79. https://doi.org/10.1007/s11632-012-0108-3.
  • Li, Hengkai, Feng Xu, and Qin Li. 2020. “Remote Sensing Monitoring of Land Damage and Restoration in Rare Earth Mining Areas in 6 Counties in Southern Jiangxi Based on Multisource Sequential Images.” Journal of Environmental Management 267: 110653. https://doi.org/10.1016/j.jenvman.2020.110653.
  • Liang, Wenting, Xuedong Gao, and Hao Liu. 2022. “Air Quality Prediction Model Based on Grey Interval.” In 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), Hangzhou, China, 2022, 553–55.
  • Lin, Xingna, Jianzhi Niu, Ronny Berndtsson, Xinxiao Yu, Linus Zhang, and Xiongwen Chen. 2020. “NDVI Dynamics and Its Response to Climate Change and Reforestation in Northern China.” Remote Sensing 12 (24): 4138. https://doi.org/10.3390/rs12244138.
  • Liu, Qingfu, Qing Zhang, Yongzhi Yan, Xuefeng Zhang, Jianming Niu, and Jens-Christian Svenning. 2020. “Ecological Restoration is the Dominant Driver of the Recent Reversal of Desertification in the Mu Us Desert (China).” Journal of Cleaner Production 268: 122241. https://doi.org/10.1016/j.jclepro.2020.122241.
  • Lu, Yonglong, Yueqing Zhang, Xianghui Cao, Chenchen Wang, Yichao Wang, Meng Zhang, C. Ferrier Robert, et al. 2019. “Forty Years of Reform and Opening Up: China’s Progress Toward a Sustainable Path.” Science Advances 5 (8): eaau9413. https://doi.org/10.1126/sciadv.aau9413.
  • Ma, Rui, Yanxin Wang, Ziyong Sun, Chunmiao Zheng, Teng Ma, and Henning Prommer. 2011. “Geochemical Evolution of Groundwater in Carbonate Aquifers in Taiyuan, Northern China.” Applied Geochemistry 26 (5): 884–897. https://doi.org/10.1016/j.apgeochem.2011.02.008.
  • Ministry of Environmental Protection of China. 2012a. Ambient Air Quality Standards (Document GB 3095–2012). Beijing: Ministry of Environmental Protection of the People’s Republic of China.
  • Ministry of Environmental Protection of China. 2012b. Technical Regulation on Ambient Air Quality Index (on Trial) (Document HJ 633–2012). Beijing: Ministry of Environmental Protection of the People’s Republic of China.
  • Moudrý, Vítězslav, Kateřina Gdulová, Michal Fogl, Petr Klápště, Rudolf Urban, Jan Komárek, Lucie Moudrá, Martin Štroner, Vojtěch Barták, and Milič Solský. 2019. “Comparison of Leaf-off and Leaf-on Combined UAV Imagery and Airborne LiDAR for Assessment of a Post-Mining Site Terrain and Vegetation Structure: Prospects for Monitoring Hazards and Restoration Success.” Applied Geography 104: 32–41. https://doi.org/10.1016/j.apgeog.2019.02.002.
  • Moudrý, Vítězslav, Lucie Moudrá, Vojtěch Barták, Vladimír Bejček, Kateřina Gdulová, Markéta Hendrychová, David Moravec, Petr Musil, Duccio Rocchini, and Karel Šťastný. 2021. “The Role of the Vegetation Structure, Primary Productivity and Senescence Derived from Airborne LiDAR and Hyperspectral Data for Birds Diversity and Rarity on a Restored Site.” Landscape and Urban Planning 210: 104064. https://doi.org/10.1016/j.landurbplan.2021.104064.
  • Murcia, Carolina, Manuel R. Guariguata, Ángela Andrade, Germán Ignacio Andrade, James Aronson, Elsa Matilde Escobar, Andrés Etter, Flavio H. Moreno, Wilson Ramírez, and Elena Montes. 2016. “Challenges and Prospects for Scaling-up Ecological Restoration to Meet International Commitments: Colombia as a Case Study.” Conservation Letters 9 (3): 213–220. https://doi.org/10.1111/conl.12199.
  • National Research Council. 1992. Rethinking the Ozone Problem in Urban and Regional Air Pollution. National Academies Press.
  • Ngia, L. S. H., and J. Sjoberg. 2000. “Efficient Training of Neural Nets for Nonlinear Adaptive Filtering Using a Recursive Levenberg-Marquardt Algorithm.” IEEE Transactions on Signal Processing 48 (7): 1915–1927. https://doi.org/10.1109/78.847778.
  • Ning, Xiaogang, Ning Zhu, Yafei Liu, and Hao Wang. 2022. “Quantifying Impacts of Climate and Human Activities on the Grassland in the Three-River Headwater Region After Two Phases of Ecological Project.” Geography and Sustainability 3 (2): 164–176. https://doi.org/10.1016/j.geosus.2022.05.003.
  • Park, Young-Je, Kevin Ruddick, and Geneviève Lacroix. 2010. “Detection of Algal Blooms in European Waters Based on Satellite Chlorophyll Data from MERIS and MODIS.” International Journal of Remote Sensing 31 (24): 6567–6583. https://doi.org/10.1080/01431161003801369.
  • Petursdottir, Thorunn, Olafur Arnalds, Susan Baker, Luca Montanarella, and Ása L. Aradóttir. 2013. “A Social-Ecological System Approach to Analyze Stakeholders’ Interactions within a Large-Scale Rangeland Restoration Program.” Ecology and Society 18 (2), https://doi.org/10.5751/es-05399-180229.
  • Qi, Danning, Zhengjun Hu, and Shangmin Zhao. 2021. “Long-term NDVI Spatio-Temporal Variation Trend and its Response to Climate in Xishan Coalfield, Shanxi Province.” Bulletin of Surveying and Mapping 0 (9): 98–102,107. https://doi.org/10.13474/j.cnki.11-2246.2021.0282.
  • Schulte to Bühne, Henrike, and Nathalie Pettorelli. 2018. “Better Together: Integrating and Fusing Multispectral and Radar Satellite Imagery to Inform Biodiversity Monitoring, Ecological Research and Conservation Science.” Methods in Ecology and Evolution 9 (4): 849–865. https://doi.org/10.1111/2041-210X.12942.
  • Sims, N. C., G. J. Newnham, J. R. England, J. Guerschman, S. J. D. Cox, S. H. Roxburgh, R. A. Viscarra Rossel, S. Fritz, and I. Wheeler. 2021. Good Practice Guidance. SDG Indicator 15.3.1, Proportion of Land That is Degraded Over Total Land Area. Version 2.0. Bonn, Germany: United Nations Convention to Combat Desertification.
  • Steenmans, Katrien. 2017. “United Nations Convention to Combat Desertification 1994.” In Elgar Encyclopedia of Environmental Law, edited by Michael Faure, 49–59. Cheltenham, UK: Edward Elgar Publishing.
  • Taiyuan, Statistics Bureau. 2021. “Taiyuan Statistics Bureau (Taiyuan SB), 2021.” Taiyuan National Economy and Social Development Bulletin 2020.
  • Waltham, Nathan J., Michael Elliott, Shing Yip Lee, Catherine Lovelock, Carlos M. Duarte, Christina Buelow, Charles Simenstad, Ivan Nagelkerken, Louw Claassens, and Colin K. C. Wen. 2020. “UN Decade on Ecosystem Restoration 2021–2030—What Chance for Success in Restoring Coastal Ecosystems?” Frontiers in Marine Science 7: 71. https://doi.org/10.3389/fmars.2020.00071.
  • Wang, Jin, Ping Han, Yanhua Zhang, Jinyu Li, Linxu Xu, Xue Shen, Zhigang Yang, Sisi Xu, Guangxue Li, and Feiyong Chen. 2022. “Analysis on Ecological Status and Spatial-Temporal Variation of Tamarix Chinensis Forest Based on Spectral Characteristics and Remote Sensing Vegetation Indices.” Environmental Science and Pollution Research 29 (25): 37315–37326. https://doi.org/10.1007/s11356-022-18678-1.
  • Wang, Bing, Kun Jia, Xiangqin Wei, Mu Xia, Yunjun Yao, Xiaotong Zhang, Duanyang Liu, and Guofeng Tao. 2020. “Generating Spatiotemporally Consistent Fractional Vegetation Cover at Different Scales Using Spatiotemporal Fusion and Multiresolution Tree Methods.” ISPRS Journal of Photogrammetry and Remote Sensing 167: 214–229. https://doi.org/10.1016/j.isprsjprs.2020.07.006.
  • Wang, Xin, Jinling Song, Zhiqiang Xiao, Jing Wang, and Fangze Hu. 2022. “Desertification in the Mu Us Sandy Land in China: Response to Climate Change and Human Activity from 2000 to 2020.” Geography and Sustainability 3 (2): 177–189. https://doi.org/10.1016/j.geosus.2022.06.001.
  • Wang, Yang, Yanping Wen, Yang Cui, Lili Guo, Qiusheng He, Hongyan Li, and Xinming Wang. 2022. “Substantial Changes of Chemical Composition and Sources of Fine Particles During the Period of COVID-19 Pandemic in Taiyuan, Northern China.” Air Quality, Atmosphere & Health 15 (1): 47–58. https://doi.org/10.1007/s11869-021-01082-y.
  • Wang, Tao, Likun Xue, Peter Brimblecombe, Yun Fat Lam, Li Li, and Li Zhang. 2017. “Ozone Pollution in China: A Review of Concentrations, Meteorological Influences, Chemical Precursors, and Effects.” Science of the Total Environment 575: 1582–1596. https://doi.org/10.1016/j.scitotenv.2016.10.081.
  • Wang, Yichao, Jingjing Yuan, and Yonglong Lu. 2020. “Constructing Demonstration Zones to Promote the Implementation of Sustainable Development Goals.” Geography and Sustainability 1 (1): 18–24. https://doi.org/10.1016/j.geosus.2020.02.004.
  • Wei, Zihan, Quyet Van Le, Wanxi Peng, Yafeng Yang, Han Yang, Haiping Gu, Su Shiung Lam, and Christian Sonne. 2021. “A Review on Phytoremediation of Contaminants in air, Water and Soil.” Journal of Hazardous Materials 403: 123658. https://doi.org/10.1016/j.jhazmat.2020.123658.
  • Wood, Sylvia L. R., Sarah K. Jones, Justin A. Johnson, Kate A. Brauman, Rebecca Chaplin-Kramer, Alexander Fremier, Evan Girvetz, et al. 2018. “Distilling the Role of Ecosystem Services in the Sustainable Development Goals.” Ecosystem Services 29: 70–82. https://doi.org/10.1016/j.ecoser.2017.10.010.
  • Wu, Zhitao, Jianjun Wu, Jinghui Liu, Bin He, Tianjie Lei, and Qianfeng Wang. 2013. “Increasing Terrestrial Vegetation Activity of Ecological Restoration Program in the Beijing–Tianjin Sand Source Region of China.” Ecological Engineering 52: 37–50. https://doi.org/10.1016/j.ecoleng.2012.12.040.
  • Xia, Mu, Kun Jia, Wenwu Zhao, Shiliang Liu, Xiangqin Wei, and Bing Wang. 2021. “Spatio-temporal Changes of Ecological Vulnerability Across the Qinghai-Tibetan Plateau.” Ecological Indicators 123: 107274. https://doi.org/10.1016/j.ecolind.2020.107274.
  • Xu, Zhigang, Michael T Bennett, Ran Tao, and Jintao Xu. 2004. “China’s Sloping Land Conversion Program Four Years on: Current Situation and Pending Issues.” International Forestry Review 6 (3-4): 317–326.
  • Yan, Shi-Ming, Yan Wang, Wei Guo, Ying Li, and Feng-Sheng Zhang. 2019. “[Characteristics, Transportation, Pathways, and Potential Sources of Air Pollution During Autumn and Winter in Taiyuan].” Huan jing ke xue= Huanjing kexue 40 (11): 4801–4809. https://doi.org/10.13227/j.hjkx.201904140.
  • Yang, Na, and Renhui Liu. 2019. “Study on Land Use Status and Land Ecosystem Service Value in Taiyuan City.” In ICCREM 2019: Innovative Construction Project Management and Construction Industrialization, edited by Yaowu Wang, Mohamed Al-Hussein, and Geoffrey Q. P. Shen, 931–944. Banff, Canada: American Society of Civil Engineers Reston, VA.
  • Yang, Siqi, Wenwu Zhao, Yanxu Liu, Francesco Cherubini, Bojie Fu, and Paulo Pereira. 2020. “Prioritizing Sustainable Development Goals and Linking Them to Ecosystem Services: A Global Expert’s Knowledge Evaluation.” Geography and Sustainability 1 (4): 321–330. https://doi.org/10.1016/j.geosus.2020.09.004.
  • Yao, Ying, Bojie Fu, Yanxu Liu, Yijia Wang, and Shuang Song. 2021. “The Contribution of Ecosystem Restoration to Sustainable Development Goals in Asian Drylands: A Literature Review.” Land Degradation & Development 32 (16): 4472–4483. https://doi.org/10.1002/ldr.4065.
  • Yin, Caichun, Wenwu Zhao, Francesco Cherubini, and Paulo Pereira. 2021. “Integrate Ecosystem Services Into Socio-Economic Development to Enhance Achievement of Sustainable Development Goals in the Post-Pandemic era.” Geography and Sustainability 2 (1): 68–73. https://doi.org/10.1016/j.geosus.2021.03.002.
  • Zhai, Xiaohui, Xiaolei Liang, Changzhen Yan, Xuegang Xing, Haowei Jia, Xiaoxu Wei, and Kun Feng. 2020. “Vegetation Dynamic Changes and Their Response to Ecological Engineering in the Sanjiangyuan Region of China.” Remote Sensing 12: 4035. https://doi.org/10.3390/rs12244035.
  • Zhang, Daisheng, Kristin Aunan, Hans Martin Seip, and Haakon Vennemo. 2011. “The Energy Intensity Target in China’s 11th Five-Year Plan Period—Local Implementation and Achievements in Shanxi Province.” Energy Policy 39 (7): 4115–4124. https://doi.org/10.1016/j.enpol.2011.03.085.
  • Zhang, Mei, Zhiping Li, Min Xu, Jianwei Yue, Zongwei Cai, Ken Kin Lam Yung, and Ruijin Li. 2020. “Pollution Characteristics, Source Apportionment and Health Risks Assessment of Fine Particulate Matter During a Typical Winter and Summer Time Period in Urban Taiyuan, China.” Human and Ecological Risk Assessment: An International Journal 26 (10): 2737–2750. https://doi.org/10.1080/10807039.2019.1684184.
  • Zhang, Xi, Jiayu Zheng, and Ligang Wang. 2022. “Can the Relationship between Atmospheric Environmental Quality and Urban Industrial Structure Adjustment Achieve Green and Sustainable Development in China? A Case of Taiyuan City.” Energies 15 (9): 3402. https://doi.org/10.3390/en15093402.
  • Zhao, Fuqiang, Yue Ma, Fengming Xi, Lun Yang, and Jing Sun. 2020. “Evaluating the Sustainability of Mine Rehabilitation Programs in China.” Restoration Ecology 28 (5): 1061–1066. https://doi.org/10.1111/rec.13183.
  • Zhao, Bingtao, Yaxin Su, Shushen He, Mei Zhong, and Guomin Cui. 2016. “Evolution and Comparative Assessment of Ambient Air Quality Standards in China.” Journal of Integrative Environmental Sciences, 1–18. https://doi.org/10.1080/1943815X.2016.1150301.
  • Zhao, Weijun, Tingting Yan, Xue Ding, Shuzhen Peng, Henan Chen, Yanchao Fu, and Ze Zhou. 2021. “Response of Ecological Quality to the Evolution of Land Use Structure in Taiyuan During 2003 to 2018.” Alexandria Engineering Journal 60 (1): 1777–1785. https://doi.org/10.1016/j.aej.2020.11.026.
  • Zucca, Claudio, Weicheng Wu, Leonarda Dessena, and Maurizio Mulas. 2015. “Assessing the Effectiveness of Land Restoration Interventions in Dry Lands by Multitemporal Remote Sensing – A Case Study in Ouled DLIM (Marrakech, Morocco).” Land Degradation & Development 26 (1): 80–91. https://doi.org/10.1002/ldr.2307.