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Merging validation and evaluation of ecological models to ‘evaludation’: A review of terminology and a practical approach

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  1. Kevin E Jablonski & Randall B Boone & Paul J Meiman, 2018. "An agent-based model of cattle grazing toxic Geyer's larkspur," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-22, March.
  2. Carrella, Ernesto & Saul, Steven & Marshall, Kristin & Burgess, Matthew G. & Cabral, Reniel B. & Bailey, Richard M. & Dorsett, Chris & Drexler, Michael & Madsen, Jens Koed & Merkl, Andreas, 2020. "Simple Adaptive Rules Describe Fishing Behaviour Better than Perfect Rationality in the US West Coast Groundfish Fishery," Ecological Economics, Elsevier, vol. 169(C).
  3. Wallentin, Gudrun, 2017. "Spatial simulation: A spatial perspective on individual-based ecology—a review," Ecological Modelling, Elsevier, vol. 350(C), pages 30-41.
  4. Singer, Alexander & Johst, Karin & Banitz, Thomas & Fowler, Mike S. & Groeneveld, Jürgen & Gutiérrez, Alvaro G. & Hartig, Florian & Krug, Rainer M. & Liess, Matthias & Matlack, Glenn & Meyer, Katrin M, 2016. "Community dynamics under environmental change: How can next generation mechanistic models improve projections of species distributions?," Ecological Modelling, Elsevier, vol. 326(C), pages 63-74.
  5. repec:plo:pone00:0151777 is not listed on IDEAS
  6. King, Elizabeth G. & Franz, Trenton E., 2016. "Combining ecohydrologic and transition probability-based modeling to simulate vegetation dynamics in a semi-arid rangeland," Ecological Modelling, Elsevier, vol. 329(C), pages 41-63.
  7. Maskey, Mahesh L. & Nelson, Amanda M. & Moriasi, Daniel N. & Northup, Brian K., 2025. "Uncertainty analysis of hydrological parameters of the APEXgraze model for grazing activities," Ecological Modelling, Elsevier, vol. 499(C).
  8. Watson, Joseph W & Boyd, Robin & Dutta, Ritabrata & Vasdekis, Georgios & Walker, Nicola D. & Roy, Shovonlal & Everitt, Richard & Hyder, Kieran & Sibly, Richard M, 2022. "Incorporating environmental variability in a spatially-explicit individual-based model of European sea bass✰," Ecological Modelling, Elsevier, vol. 466(C).
  9. Planque, Benjamin & Aarflot, Johanna M. & Buttay, Lucie & Carroll, JoLynn & Fransner, Filippa & Hansen, Cecilie & Husson, Bérengère & Langangen, Øystein & Lindstrøm, Ulf & Pedersen, Torstein & Primice, 2022. "A standard protocol for describing the evaluation of ecological models," Ecological Modelling, Elsevier, vol. 471(C).
  10. Huber, Nica & Bugmann, Harald & Lafond, Valentine, 2018. "Global sensitivity analysis of a dynamic vegetation model: Model sensitivity depends on successional time, climate and competitive interactions," Ecological Modelling, Elsevier, vol. 368(C), pages 377-390.
  11. Grimm, Volker & Augusiak, Jacqueline & Focks, Andreas & Frank, Béatrice M. & Gabsi, Faten & Johnston, Alice S.A. & Liu, Chun & Martin, Benjamin T. & Meli, Mattia & Radchuk, Viktoriia & Thorbek, Pernil, 2014. "Towards better modelling and decision support: Documenting model development, testing, and analysis using TRACE," Ecological Modelling, Elsevier, vol. 280(C), pages 129-139.
  12. Courbaud, B. & Lafond, V. & Lagarrigues, G. & Vieilledent, G. & Cordonnier, T. & Jabot, F. & de Coligny, F., 2015. "Applying ecological model evaludation: Lessons learned with the forest dynamics model Samsara2," Ecological Modelling, Elsevier, vol. 314(C), pages 1-14.
  13. Xiaolan Wu & Xiaoyan Bu & Suocheng Dong & Yushuang Ma & Yan Ma & Yarong Ma & Yulian Liu & Haixian Wang & Xiaomin Wang & Jiarui Wang, 2023. "The Impact of Restoration and Protection Based on Sustainable Development Goals on Urban Wetland Health: A Case of Yinchuan Plain Urban Wetland Ecosystem, Ningxia, China," Sustainability, MDPI, vol. 15(16), pages 1-19, August.
  14. Schmolke, Amelie & Bartell, Steven M. & Roy, Colleen & Green, Nicholas & Galic, Nika & Brain, Richard, 2019. "Species-specific population dynamics and their link to an aquatic food web: A hybrid modeling approach," Ecological Modelling, Elsevier, vol. 405(C), pages 1-14.
  15. Erickson, Richard A. & Eager, Eric A. & Brey, Marybeth K. & Hansen, Michael J. & Kocovsky, Patrick M., 2017. "An integral projection model with YY-males and application to evaluating grass carp control," Ecological Modelling, Elsevier, vol. 361(C), pages 14-25.
  16. Grace B. Villamor & Andrew Dunningham & Philip Stahlmann-Brown & Peter W. Clinton, 2022. "Improving the Representation of Climate Change Adaptation Behaviour in New Zealand’s Forest Growing Sector," Land, MDPI, vol. 11(3), pages 1-18, March.
  17. Phillips, Sierra J. & Pasternack, Gregory B. & Larrieu, Kenneth, 2025. "Development and testing of a mechanistic potential niche model of riparian tree seedling recruitment," Ecological Modelling, Elsevier, vol. 501(C).
  18. Grimm, Volker & Berger, Uta, 2016. "Structural realism, emergence, and predictions in next-generation ecological modelling: Synthesis from a special issue," Ecological Modelling, Elsevier, vol. 326(C), pages 177-187.
  19. Cartwright, Samantha J. & Bowgen, Katharine M. & Collop, Catherine & Hyder, Kieran & Nabe-Nielsen, Jacob & Stafford, Richard & Stillman, Richard A. & Thorpe, Robert B. & Sibly, Richard M., 2016. "Communicating complex ecological models to non-scientist end users," Ecological Modelling, Elsevier, vol. 338(C), pages 51-59.
  20. Boult, Victoria L. & Quaife, Tristan & Fishlock, Vicki & Moss, Cynthia J. & Lee, Phyllis C. & Sibly, Richard M., 2018. "Individual-based modelling of elephant population dynamics using remote sensing to estimate food availability," Ecological Modelling, Elsevier, vol. 387(C), pages 187-195.
  21. Guus ten Broeke & Hilde Tobi, 2021. "Mapping validity and validation in modelling for interdisciplinary research," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1613-1630, October.
  22. Braun, A. & Rosner, H.-J. & Hagensieker, R. & Dieball, S., 2015. "Multi-method dynamical reconstruction of the ecological impact of copper mining on Chinese historical landscapes," Ecological Modelling, Elsevier, vol. 303(C), pages 42-54.
  23. Kjelland, Michael E. & Piercy, Candice D. & Swannack, Todd M., 2017. "Beyond graphs and tables: Enhancing explanatory power of complex environmental simulations through 3D printed model output," Ecological Modelling, Elsevier, vol. 360(C), pages 244-251.
  24. Dick, D.D.C. & Ayllón, D., 2017. "FloMan-MF: Floodplain Management for the Moor Frog − a simulation model for amphibian conservation in dynamic wetlands," Ecological Modelling, Elsevier, vol. 348(C), pages 110-124.
  25. Camilo Garcia-Tenorio & Gilles Delansnay & Eduardo Mojica-Nava & Alain Vande Wouwer, 2021. "Trigonometric Embeddings in Polynomial Extended Mode Decomposition—Experimental Application to an Inverted Pendulum," Mathematics, MDPI, vol. 9(10), pages 1-15, May.
  26. Liukkonen, Lauri & Ayllón, Daniel & Kunnasranta, Mervi & Niemi, Marja & Nabe-Nielsen, Jacob & Grimm, Volker & Nyman, Anna-Maija, 2018. "Modelling movements of Saimaa ringed seals using an individual-based approach," Ecological Modelling, Elsevier, vol. 368(C), pages 321-335.
  27. Apostolos Vetsikas & Yeoryios Stamboulis & Vasiliki Georgatzi, 2024. "Exploring the coevolution of heterogeneous actors in national innovation systems: a system dynamics analysis of Finland," Review of Evolutionary Political Economy, Springer, vol. 5(3), pages 581-610, October.
  28. Piacenza, Susan E. & Richards, Paul M. & Heppell, Selina S., 2017. "An agent-based model to evaluate recovery times and monitoring strategies to increase accuracy of sea turtle population assessments," Ecological Modelling, Elsevier, vol. 358(C), pages 25-39.
  29. Swannack, Todd M. & Cushway, Kiara C. & Carrillo, Carra C. & Calvo, Clementina & Determan, Kierra R. & Mierzejewski, Caroline M. & Quintana, Vanessa M. & Riggins, Christopher L. & Sams, Miranda D. & W, 2025. "Cracking the code: Linking good modeling and coding practices for new ecological modelers," Ecological Modelling, Elsevier, vol. 499(C).
  30. Ayllón, Daniel & Railsback, Steven F. & Vincenzi, Simone & Groeneveld, Jürgen & Almodóvar, Ana & Grimm, Volker, 2016. "InSTREAM-Gen: Modelling eco-evolutionary dynamics of trout populations under anthropogenic environmental change," Ecological Modelling, Elsevier, vol. 326(C), pages 36-53.
  31. Boyd, Robin & Roy, Shovonlal & Sibly, Richard & Thorpe, Robert & Hyder, Kieran, 2018. "A general approach to incorporating spatial and temporal variation in individual-based models of fish populations with application to Atlantic mackerel," Ecological Modelling, Elsevier, vol. 382(C), pages 9-17.
  32. Lapp, Maya & Long, Colby, 2022. "A new approach to agent-based models of Community Resource Management based on the analysis of cheating, monitoring, and sanctioning," Ecological Modelling, Elsevier, vol. 468(C).
  33. Lorscheid, Iris & Meyer, Matthias, 2016. "Divide and conquer: Configuring submodels for valid and efficient analyses of complex simulation models," Ecological Modelling, Elsevier, vol. 326(C), pages 152-161.
  34. Simpkins, Craig E. & Bellingham, Peter J. & Reihana, Kiri & Brock, James M.R. & Perry, George L.W., 2025. "Evaluating the effects of two newly emerging plant pathogens on northern Aotearoa-New Zealand forests using an individual-based model," Ecological Modelling, Elsevier, vol. 500(C).
  35. Zanette, Eduardo M. & Bialozyt, Ronald B. & Santos, Mayara M. & de Almeida e Silva, Anne Sophie & Bufalo, Felipe & Kaisin, Olivier & Messaoudi, Yness & Alcolea, Mirela & Heymann, Eckhard W. & Culot, L, 2025. "Predicting frugivore generated seed rain in different environmental contexts: a modelling approach applied to a forest specialist," Ecological Modelling, Elsevier, vol. 505(C).
  36. Honkaniemi, Juha & Ojansuu, Risto & Kasanen, Risto & Heliövaara, Kari, 2018. "Interaction of disturbance agents on Norway spruce: A mechanistic model of bark beetle dynamics integrated in simulation framework WINDROT," Ecological Modelling, Elsevier, vol. 388(C), pages 45-60.
  37. Grimm, Volker & Berger, Uta, 2016. "Robustness analysis: Deconstructing computational models for ecological theory and applications," Ecological Modelling, Elsevier, vol. 326(C), pages 162-167.
  38. Robert Huber & Hang Xiong & Kevin Keller & Robert Finger, 2022. "Bridging behavioural factors and standard bio‐economic modelling in an agent‐based modelling framework," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 35-63, February.
  39. van der Vaart, Elske & Beaumont, Mark A. & Johnston, Alice S.A. & Sibly, Richard M., 2015. "Calibration and evaluation of individual-based models using Approximate Bayesian Computation," Ecological Modelling, Elsevier, vol. 312(C), pages 182-190.
  40. de Wildt, Tristan E. & Boijmans, Anne R. & Chappin, Emile J.L. & Herder, Paulien M., 2021. "An ex ante assessment of value conflicts and social acceptance of sustainable heating systems," Energy Policy, Elsevier, vol. 153(C).
  41. Erickson, Richard A. & Eager, Eric A. & Kocovsky, Patrick M. & Glover, David C. & Kallis, Jahn L. & Long, K.R., 2018. "A spatially discrete, integral projection model and its application to invasive carp," Ecological Modelling, Elsevier, vol. 387(C), pages 163-171.
  42. Gauzere, Julie & Lucas, Camille & Ronce, Ophélie & Davi, Hendrik & Chuine, Isabelle, 2019. "Sensitivity analysis of tree phenology models reveals increasing sensitivity of their predictions to winter chilling temperature and photoperiod with warming climate," Ecological Modelling, Elsevier, vol. 411(C).
  43. Martínez-López, Javier & Martínez-Fernández, Julia & Naimi, Babak & Carreño, María F. & Esteve, Miguel A., 2015. "An open-source spatio-dynamic wetland model of plant community responses to hydrological pressures," Ecological Modelling, Elsevier, vol. 306(C), pages 326-333.
  44. Crouse, Kristin N. & Desai, Nisarg P. & Cassidy, Kira A. & Stahler, Erin E. & Lehman, Clarence L. & Wilson, Michael L., 2022. "Larger territories reduce mortality risk for chimpanzees, wolves, and agents: Multiple lines of evidence in a model validation framework," Ecological Modelling, Elsevier, vol. 471(C).
  45. McLane, Adam J. & Semeniuk, Christina & McDermid, Gregory J. & Tomback, Diana F. & Lorenz, Teresa & Marceau, Danielle, 2017. "Energetic behavioural-strategy prioritization of Clark’s nutcrackers in whitebark pine communities: An agent-based modeling approach," Ecological Modelling, Elsevier, vol. 354(C), pages 123-139.
  46. Kint, V. & Aertsen, W. & Fyllas, N.M. & Trabucco, A. & Janssen, E. & Özkan, K. & Muys, B., 2014. "Ecological traits of Mediterranean tree species as a basis for modelling forest dynamics in the Taurus mountains, Turkey," Ecological Modelling, Elsevier, vol. 286(C), pages 53-65.
  47. Lett, Christophe & Barrier, Nicolas & Bahlali, Meissam, 2020. "Converging approaches for modeling the dispersal of propagules in air and sea," Ecological Modelling, Elsevier, vol. 415(C).
  48. Linhoss, Anna, 2026. "A writing workflow for communicating mechanistic models," Ecological Modelling, Elsevier, vol. 515(C).
  49. Wang, Ming & Wang, Hsiao-Hsuan & Koralewski, Tomasz E. & Grant, William E. & White, Neil & Hanan, Jim & Grimm, Volker, 2024. "From known to unknown unknowns through pattern-oriented modelling: Driving research towards the Medawar zone," Ecological Modelling, Elsevier, vol. 497(C).
  50. An, Li & Grimm, Volker & Sullivan, Abigail & Turner II, B.L. & Malleson, Nicolas & Heppenstall, Alison & Vincenot, Christian & Robinson, Derek & Ye, Xinyue & Liu, Jianguo & Lindkvist, Emilie & Tang, W, 2021. "Challenges, tasks, and opportunities in modeling agent-based complex systems," Ecological Modelling, Elsevier, vol. 457(C).
  51. Zhang, Jingjing & Dennis, Todd E. & Landers, Todd J. & Bell, Elizabeth & Perry, George L.W., 2017. "Linking individual-based and statistical inferential models in movement ecology: A case study with black petrels (Procellaria parkinsoni)," Ecological Modelling, Elsevier, vol. 360(C), pages 425-436.
  52. Troost, Christian & Huber, Robert & Bell, Andrew R. & van Delden, Hedwig & Filatova, Tatiana & Le, Quang Bao & Lippe, Melvin & Niamir, Leila & Polhill, J. Gareth & Sun, Zhanli & Berger, Thomas, 2023. "How to keep it adequate: A protocol for ensuring validity in agent-based simulation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 159, pages 1-21.
  53. Walker, Nicola D. & Boyd, Robin & Watson, Joseph & Kotz, Max & Radford, Zachary & Readdy, Lisa & Sibly, Richard & Roy, Shovonlal & Hyder, Kieran, 2020. "A spatially explicit individual-based model to support management of commercial and recreational fisheries for European sea bass Dicentrarchus labrax," Ecological Modelling, Elsevier, vol. 431(C).
  54. Zamponi, Virginia & O’Brien, Kevin & Jensen, Erik & Feldhaus, Brandon & Moore, Russell & Lynch, Christopher J. & Gore, Ross, 2023. "Understanding and assessing demographic (in)equity resulting from extreme heat and direct sunlight exposure due to lack of tree canopies in Norfolk, VA using agent-based modeling," Ecological Modelling, Elsevier, vol. 483(C).
  55. Stenglein, Jennifer L. & Gilbert, Jonathan H. & Wydeven, Adrian P. & Van Deelen, Timothy R., 2015. "An individual-based model for southern Lake Superior wolves: A tool to explore the effect of human-caused mortality on a landscape of risk," Ecological Modelling, Elsevier, vol. 302(C), pages 13-24.
  56. Fitts, Lucia A. & Fraser, Jacob S. & Miranda, Brian R. & Domke, Grant M. & Russell, Matthew B. & Sturtevant, Brian R., 2023. "An iterative site-scale approach to calibrate and corroborate successional processes within a forest landscape model," Ecological Modelling, Elsevier, vol. 477(C).
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