When does artificial intelligence replace process-based models in ecological modelling?
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ecolmodel.2024.110923
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Alexandrov, Georgii A., 2008. "Forest growth in the light of the thermodynamic theory of ecological systems," Ecological Modelling, Elsevier, vol. 216(2), pages 102-106.
- Shearman, Timothy M. & Varner, J. Morgan & Hood, Sharon M. & Cansler, C. Alina & Hiers, J. Kevin, 2019. "Modelling post-fire tree mortality: Can random forest improve discrimination of imbalanced data?," Ecological Modelling, Elsevier, vol. 414(C).
- Oecd, 2024. "Governing with Artificial Intelligence: Are governments ready?," OECD Artificial Intelligence Papers 20, OECD Publishing.
- Haywood, Andrew & Stone, Christine, 2011. "Mapping eucalypt forest susceptible to dieback associated with bell miners (Manorina melanophys) using laser scanning, SPOT 5 and ancillary topographical data," Ecological Modelling, Elsevier, vol. 222(5), pages 1174-1184.
- Oecd, 2024. "Artificial intelligence, data and competition," OECD Artificial Intelligence Papers 18, OECD Publishing.
- Oecd, 2024. "Regulatory approaches to Artificial Intelligence in finance," OECD Artificial Intelligence Papers 24, OECD Publishing.
- Miriam Du-Phuong Ta & Stefan Wendt & Throstur Olaf Sigurjonsson, 2024. "Applying Artificial Intelligence to Promote Sustainability," Sustainability, MDPI, vol. 16(12), pages 1-17, June.
- Ying Wen & Temuer Chaolu & Xiangsheng Wang, 2022. "Solving the initial value problem of ordinary differential equations by Lie group based neural network method," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-20, April.
- Jung In Park, 2024. "Harnessing Artificial Intelligence to Promote Health Equity," Clinical Nursing Research, , vol. 33(7), pages 507-508, September.
- Oecd, 2024. "Artificial Intelligence and tourism: G7/OECD policy paper," OECD Tourism Papers 2024/02, OECD Publishing.
- Mauro Cazzaniga & Ms. Florence Jaumotte & Longji Li & Mr. Giovanni Melina & Augustus J Panton & Carlo Pizzinelli & Emma J Rockall & Ms. Marina Mendes Tavares, 2024. "Gen-AI: Artificial Intelligence and the Future of Work," IMF Staff Discussion Notes 2024/001, International Monetary Fund.
- Eric Langlais & Nanxi Li, 2024.
"Which Liability Laws for Artificial Intelligence?,"
Working Papers
hal-04638448, HAL.
- Eric Langlais & Nanxi Li, 2024. "Which Liability Laws for Artificial Intelligence?," EconomiX Working Papers 2024-22, University of Paris Nanterre, EconomiX.
- Díaz-Yáñez, Olalla & Mola-Yudego, Blas & González-Olabarria, José Ramón, 2019. "Modelling damage occurrence by snow and wind in forest ecosystems," Ecological Modelling, Elsevier, vol. 408(C), pages 1-1.
- Jeong, Kwang-Seuk & Kim, Dong-Kyun & Jung, Jong-Mun & Kim, Myoung-Chul & Joo, Gea-Jae, 2008. "Non-linear autoregressive modelling by Temporal Recurrent Neural Networks for the prediction of freshwater phytoplankton dynamics," Ecological Modelling, Elsevier, vol. 211(3), pages 292-300.
- Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
- Jacob J. Bukoski & Susan C. Cook-Patton & Cyril Melikov & Hongyi Ban & Jessica L. Chen & Elizabeth D. Goldman & Nancy L. Harris & Matthew D. Potts, 2022. "Rates and drivers of aboveground carbon accumulation in global monoculture plantation forests," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
- Rebecca K. Runting & Stuart Phinn & Zunyi Xie & Oscar Venter & James E. M. Watson, 2020. "Opportunities for big data in conservation and sustainability," Nature Communications, Nature, vol. 11(1), pages 1-4, December.
- Li, Donghui & Zhang, Zhanxiang & Gao, Xin, 2024. "Does artificial intelligence deter greenwashing?," Finance Research Letters, Elsevier, vol. 67(PB).
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.- Lutz Bornmann & Robin Haunschild & Sven E. Hug, 2018. "Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co-occurrence analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 427-437, February.
- Prodhan Mahbub Ibna Seraj & Blanka Klimova & Rubina Khan, 2024. "Visualizing Research Trends in English Language Teaching (ELT) From 2013 to 2022: A Bibliometric Analysis," SAGE Open, , vol. 14(2), pages 21582440241, May.
- Zhengyao Liu & Jing Huang & Yonghong Li & Xiaokang Liu & Fei Qiang & Yiping He, 2025. "A Bibliometric Analysis of Geological Hazards Monitoring Technologies," Sustainability, MDPI, vol. 17(3), pages 1-15, January.
- Zuzanna Klos-Adamkiewicz & Sylwia Kowalska, 2024. "Assessment of the Transport Accessibility of the City's Bicycle Rental System in Szczecin - GIS-Based Analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 474-490.
- Cai, Ya-Jun & Lo, Chris K.Y., 2020. "Omni-channel management in the new retailing era: A systematic review and future research agenda," International Journal of Production Economics, Elsevier, vol. 229(C).
- Rosa Lombardi & Raffaele Trequattrini & Federico Schimperna & Myriam Cano-Rubio, 2021. "The Impact of Smart Technologies on theManagement and Strategic Control: A Structured Literature Review," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(suppl. 1), pages 11-30.
- Lin, Hua & Cao, Min, 2008. "Plant energy storage strategy and caloric value," Ecological Modelling, Elsevier, vol. 217(1), pages 132-138.
- Ali Jahani & Maryam Saffariha, 2022. "Tree failure prediction model (TFPM): machine learning techniques comparison in failure hazard assessment of Platanus orientalis in urban forestry," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 110(2), pages 881-898, January.
- Zuzanna Klos-Adamkiewicz & Sylwia Kowalska, 2024. "Assessment of the Transport Accessibility of the City's Bicycle Rental System in Szczecin - GIS-Based Analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(Special B), pages 721-737.
- Fellnhofer, Katharina & Sornette, Didier, 2022. "Embracing The Intuitive-Analytical Paradox? How Intuitive And Analytical Decision-Making Drive Paradoxes In Simple And Complex Environments," OSF Preprints evjd6, Center for Open Science.
- Lin Hu & Qinghai Chen & Tingting Yang & Chuanjian Yi & Jing Chen, 2024. "Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
- Luca Brunelli & Emiliano Borri & Anna Laura Pisello & Andrea Nicolini & Carles Mateu & Luisa F. Cabeza, 2024. "Thermal Energy Storage in Energy Communities: A Perspective Overview through a Bibliometric Analysis," Sustainability, MDPI, vol. 16(14), pages 1-27, July.
- Simon Zaby, 2019. "Science Mapping of the Global Knowledge Base on Microfinance: Influential Authors and Documents, 1989–2019," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
- Paul Donner, 2021. "Validation of the Astro dataset clustering solutions with external data," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1619-1645, February.
- Yusuke Toyoda, 2021. "Survey paper: achievements and perspectives of community resilience approaches to societal systems," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 705-756, October.
- Alida Volkmer, Sara & Meißner, Martin, 2024. "Beyond livestreaming: The rise of social media gifting and paid memberships − A systematic literature review and future research agenda," Journal of Business Research, Elsevier, vol. 185(C).
- Ina Suryani & Faharol Zubir & Wan Azani Mustafa & Noorli Khamis & Warsidi Warsidi, 2025. "Two Decade of Scholarly Landscape: A Bibliometric Exploration of Digital Humanities in Education Research," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(3s), pages 290-302, January.
- Ioana Bianca (Câmpean) Pătrînjan, 2022. "Global Evolution of Research on Sustainable Development and Carbon Dioxide Emissions: a Bibliometric Review," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(2), pages 153-161, Decembrie.
- Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
- Gutiérrez-Nieto, Begoña & Serrano-Cinca, Carlos, 2019.
"20 years of research in microfinance: An information management approach,"
International Journal of Information Management, Elsevier, vol. 47(C), pages 183-197.
- Begoña Gutiérrez Nieto & Carlos Serrano-Cinca, 2019. "20 Years of Research in Microfinance: An Information Management Approach," Working Papers CEB 19-005, ULB -- Universite Libre de Bruxelles.
More about this item
Keywords
Process-based models; Neural networks; AI techniques; AI tools; Modelling; Ecology; Forestry;All these keywords.
Statistics
Access and download statisticsCorrections
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:eee:ecomod:v:499:y:2025:i:c:s0304380024003119. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.