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Machine learning for ecosystem services

Citations

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Cited by:

  1. Paudel, Dilli & Boogaard, Hendrik & de Wit, Allard & Janssen, Sander & Osinga, Sjoukje & Pylianidis, Christos & Athanasiadis, Ioannis N., 2021. "Machine learning for large-scale crop yield forecasting," Agricultural Systems, Elsevier, vol. 187(C).
  2. Ana D. Maldonado & Darío Ramos-López & Pedro A. Aguilera, 2018. "A Comparison of Machine-Learning Methods to Select Socioeconomic Indicators in Cultural Landscapes," Sustainability, MDPI, vol. 10(11), pages 1-16, November.
  3. Walther, Franziska & Barton, David N. & Schwaab, Jonas & Kato-Huerta, Jarumi & Immerzeel, Bart & Adamescu, Mihai & Andersen, Erling & Arámbula Coyote, Martha Verónica & Arany, Ildikó & Balzan, Mario &, 2025. "Uncertainties in ecosystem services assessments and their implications for decision support – A semi-systematic literature review," Ecosystem Services, Elsevier, vol. 73(C).
  4. Lei Zhang & Xinmu Zhang & Shengwei Gao & Xinchen Gu, 2025. "Revealing Nonlinear Relationships and Thresholds of Human Activities and Climate Change on Ecosystem Services in Anhui Province Based on the XGBoost–SHAP Model," Sustainability, MDPI, vol. 17(19), pages 1-22, September.
  5. Nematollah Kohestani & Shafagh Rastgar & Ghodratolla Heydari & Shaban Shataee Jouibary & Hamid Amirnejad, 2024. "Spatiotemporal modeling of the value of carbon sequestration under changing land use/land cover using InVEST model: a case study of Nour-rud Watershed, Northern Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(6), pages 14477-14505, June.
  6. Yao, Nengzhi(Chris) & Bai, Junhong & Yu, Zihao & Guo, Qiaozhe, 2025. "Does AI orientation facilitate operational efficiency? A contingent strategic orientation perspective," Journal of Business Research, Elsevier, vol. 186(C).
  7. Chong Zhao & Pengnan Xiao & Peng Qian & Jie Xu & Lin Yang & Yixiao Wu, 2022. "Spatiotemporal Differentiation and Balance Pattern of Ecosystem Service Supply and Demand in the Yangtze River Economic Belt," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
  8. Heris, Mehdi & Bagstad, Kenneth J. & Rhodes, Charles & Troy, Austin & Middel, Ariane & Hopkins, Krissy G. & Matuszak, John, 2021. "Piloting urban ecosystem accounting for the United States," Ecosystem Services, Elsevier, vol. 48(C).
  9. Cardoso, Ana Sofia & Renna, Francesco & Moreno-Llorca, Ricardo & Alcaraz-Segura, Domingo & Tabik, Siham & Ladle, Richard J. & Vaz, Ana Sofia, 2022. "Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models," Ecosystem Services, Elsevier, vol. 54(C).
  10. Agudelo, César Augusto Ruiz & Bustos, Sandra Liliana Hurtado & Moreno, Carmen Alicia Parrado, 2020. "Modeling interactions among multiple ecosystem services. A critical review," Ecological Modelling, Elsevier, vol. 429(C).
  11. Thi-Minh-Trang Huynh & Chuen-Fa Ni & Yu-Sheng Su & Vo-Chau-Ngan Nguyen & I-Hsien Lee & Chi-Ping Lin & Hoang-Hiep Nguyen, 2022. "Predicting Heavy Metal Concentrations in Shallow Aquifer Systems Based on Low-Cost Physiochemical Parameters Using Machine Learning Techniques," IJERPH, MDPI, vol. 19(19), pages 1-21, September.
  12. Windh, Jessica & Meredith, Gwendwr & Miller, Maryfrances & Lee, Katherine & Ritten, John & Thayer, Anastasia W. & Torell, Greg & Spiegal, Sheri & Wulfhorst, J.D., 2025. "Identifying a Path Forward: Evaluating Ranch Socio-Economic Sustainability and Impacts on Ranch Succession Planning," Western Economics Forum, Western Agricultural Economics Association, vol. 23(1).
  13. repec:eur:ejfejr:25 is not listed on IDEAS
  14. Signorello, Giovanni & Prato, Carlo & Marzo, Alessia & Ientile, Renzo & Cucuzza, Giuseppe & Sciandrello, Saverio & Martínez-López, Javier & Balbi, Stefano & Villa, Ferdinando, 2018. "Are protected areas covering important biodiversity sites? An assessment of the nature protection network in Sicily (Italy)," Land Use Policy, Elsevier, vol. 78(C), pages 593-602.
  15. Manley, Kyle & Nyelele, Charity & Egoh, Benis N., 2022. "A review of machine learning and big data applications in addressing ecosystem service research gaps," Ecosystem Services, Elsevier, vol. 57(C).
  16. Schirpke, Uta & Ghermandi, Andrea & Sinclair, Michael & Van Berkel, Derek & Fox, Nathan & Vargas, Leonardo & Willemen, Louise, 2023. "Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges," Ecosystem Services, Elsevier, vol. 63(C).
  17. Junyi Wu & Shari Shang, 2020. "Managing Uncertainty in AI-Enabled Decision Making and Achieving Sustainability," Sustainability, MDPI, vol. 12(21), pages 1-17, October.
  18. Capriolo, A. & Boschetto, R.G. & Mascolo, R.A. & Balbi, S. & Villa, F., 2020. "Biophysical and economic assessment of four ecosystem services for natural capital accounting in Italy," Ecosystem Services, Elsevier, vol. 46(C).
  19. Huai, Songyao & Chen, Fen & Liu, Song & Canters, Frank & Van de Voorde, Tim, 2022. "Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks," Ecosystem Services, Elsevier, vol. 57(C).
  20. Ming-Hui Huang & Roland T. Rust, 2021. "A strategic framework for artificial intelligence in marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 30-50, January.
  21. Lorilla, Roxanne Suzette & Poirazidis, Konstantinos & Detsis, Vassilis & Kalogirou, Stamatis & Chalkias, Christos, 2020. "Socio-ecological determinants of multiple ecosystem services on the Mediterranean landscapes of the Ionian Islands (Greece)," Ecological Modelling, Elsevier, vol. 422(C).
  22. Oleson, Kirsten L.L. & Bagstad, Kenneth J. & Fezzi, Carlo & Barnes, Megan D. & Donovan, Mary K. & Falinski, Kim A. & Gorospe, Kelvin D. & Htun, Hla & Lecky, Joey & Villa, Ferdinando & Wong, Tamara M., 2020. "Linking Land and Sea Through an Ecological-Economic Model of Coral Reef Recreation," Ecological Economics, Elsevier, vol. 177(C).
  23. Simon Willcock & Javier Martinez-Lopez & Norman Dandy & James M. Bullock, 2021. "High Spatial-Temporal Resolution Data across Large Scales Are Needed to Transform Our Understanding of Ecosystem Services," Land, MDPI, vol. 10(7), pages 1-6, July.
  24. Marzhan Sadenova & Nail Beisekenov & Petar Sabev Varbanov & Ting Pan, 2023. "Application of Machine Learning and Neural Networks to Predict the Yield of Cereals, Legumes, Oilseeds and Forage Crops in Kazakhstan," Agriculture, MDPI, vol. 13(6), pages 1-27, June.
  25. Bryant, Benjamin P. & Borsuk, Mark E. & Hamel, Perrine & Oleson, Kirsten L.L. & Schulp, C.J.E. & Willcock, Simon, 2018. "Transparent and feasible uncertainty assessment adds value to applied ecosystem services modeling," Ecosystem Services, Elsevier, vol. 33(PB), pages 103-109.
  26. Richards, Daniel Rex & Lavorel, Sandra, 2022. "Integrating social media data and machine learning to analyse scenarios of landscape appreciation," Ecosystem Services, Elsevier, vol. 55(C).
  27. Xinchen Gu & Aihua Long & Guihua Liu & Jiawen Yu & Hao Wang & Yongmin Yang & Pei Zhang, 2021. "Changes in Ecosystem Service Value in the 1 km Lakeshore Zone of Poyang Lake from 1980 to 2020," Land, MDPI, vol. 10(9), pages 1-19, September.
  28. Bagstad, Kenneth J. & Ingram, Jane Carter & Shapiro, Carl D. & La Notte, Alessandra & Maes, Joachim & Vallecillo, Sara & Casey, C. Frank & Glynn, Pierre D. & Heris, Mehdi P. & Johnson, Justin A. & Lau, 2021. "Lessons learned from development of natural capital accounts in the United States and European Union," Ecosystem Services, Elsevier, vol. 52(C).
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