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The role of sensitivity analysis in ecological modelling

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  1. Wu, Qiong-Li & Cournède, Paul-Henry & Mathieu, Amélie, 2012. "An efficient computational method for global sensitivity analysis and its application to tree growth modelling," Reliability Engineering and System Safety, Elsevier, vol. 107(C), pages 35-43.
  2. Francisco A. Buendia-Hernandez & Maria J. Ortiz Bevia & Francisco J. Alvarez-Garcia & Antonio Ruizde Elvira, 2022. "Sensitivity of a Dynamic Model of Air Traffic Emissions to Technological and Environmental Factors," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
  3. Deygout, C. & Lesne, A. & Campillo, F. & Rapaport, A., 2013. "Homogenised model linking microscopic and macroscopic dynamics of a biofilm: Application to growth in a plug flow reactor," Ecological Modelling, Elsevier, vol. 250(C), pages 15-24.
  4. Imron, Muhammad Ali & Gergs, Andre & Berger, Uta, 2012. "Structure and sensitivity analysis of individual-based predator–prey models," Reliability Engineering and System Safety, Elsevier, vol. 107(C), pages 71-81.
  5. Melbourne-Thomas, J. & Johnson, C.R. & Fulton, E.A., 2011. "Characterizing sensitivity and uncertainty in a multiscale model of a complex coral reef system," Ecological Modelling, Elsevier, vol. 222(18), pages 3320-3334.
  6. Marissa Renardy & Tau-Mu Yi & Dongbin Xiu & Ching-Shan Chou, 2018. "Parameter uncertainty quantification using surrogate models applied to a spatial model of yeast mating polarization," PLOS Computational Biology, Public Library of Science, vol. 14(5), pages 1-26, May.
  7. Song, Xiaodong & Bryan, Brett A. & Almeida, Auro C. & Paul, Keryn I. & Zhao, Gang & Ren, Yin, 2013. "Time-dependent sensitivity of a process-based ecological model," Ecological Modelling, Elsevier, vol. 265(C), pages 114-123.
  8. Pelletier, Dominique & Mahevas, Stéphanie & Drouineau, Hilaire & Vermard, Youen & Thebaud, Olivier & Guyader, Olivier & Poussin, Benjamin, 2009. "Evaluation of the bioeconomic sustainability of multi-species multi-fleet fisheries under a wide range of policy options using ISIS-Fish," Ecological Modelling, Elsevier, vol. 220(7), pages 1013-1033.
  9. Kruse, Stefan & Wieczorek, Mareike & Jeltsch, Florian & Herzschuh, Ulrike, 2016. "Treeline dynamics in Siberia under changing climates as inferred from an individual-based model for Larix," Ecological Modelling, Elsevier, vol. 338(C), pages 101-121.
  10. Zaatour, Wajdi & Marilleau, Nicolas & Giraudoux, Patrick & Martiny, Nadège & Amara, Abdesslem Ben Haj & Miled, Slimane Ben, 2021. "An agent-based model of a cutaneous leishmaniasis reservoir host, Meriones shawi," Ecological Modelling, Elsevier, vol. 443(C).
  11. Frank H. Koch & Denys Yemshanov & Daniel W. McKenney & William D. Smith, 2009. "Evaluating Critical Uncertainty Thresholds in a Spatial Model of Forest Pest Invasion Risk," Risk Analysis, John Wiley & Sons, vol. 29(9), pages 1227-1241, September.
  12. Myrgiotis, Vasileios & Rees, Robert M. & Topp, Cairistiona F.E. & Williams, Mathew, 2018. "A systematic approach to identifying key parameters and processes in agroecosystem models," Ecological Modelling, Elsevier, vol. 368(C), pages 344-356.
  13. Kilburn, R. & Gregory, A. & Murray, A.G., 2012. "Using a Markov-Chain Monte-Carlo modelling approach to identify the relative risk to farmed Scottish Rainbow trout (Oncorhynchus mykiss) in a multi-sector industry of Viral Haemorrhagic Septicaemia Vi," Ecological Modelling, Elsevier, vol. 237, pages 34-42.
  14. Julien Sainte-Marie & Paul-Henry Cournède, 2019. "Insights of Global Sensitivity Analysis in Biological Models with Dependent Parameters," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 24(1), pages 92-111, March.
  15. Soares, L.M.V. & Calijuri, M.C., 2021. "Sensitivity and identifiability analyses of parameters for water quality modeling of subtropical reservoirs," Ecological Modelling, Elsevier, vol. 458(C).
  16. Häyhä, Tiina & Franzese, Pier Paolo & Ulgiati, Sergio, 2011. "Economic and environmental performance of electricity production in Finland: A multicriteria assessment framework," Ecological Modelling, Elsevier, vol. 223(1), pages 81-90.
  17. 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.
  18. Kanapaux, William & Kiker, Gregory A., 2013. "Development and testing of an object-oriented model for adaptively managing human disturbance of least tern (Sternula antillarum) nesting habitat," Ecological Modelling, Elsevier, vol. 268(C), pages 64-77.
  19. Chu-Agor, M.L. & Muñoz-Carpena, R. & Kiker, G.A. & Aiello-Lammens, M.E. & Akçakaya, H.R. & Convertino, M. & Linkov, I., 2012. "Simulating the fate of Florida Snowy Plovers with sea-level rise: Exploring research and management priorities with a global uncertainty and sensitivity analysis perspective," Ecological Modelling, Elsevier, vol. 224(1), pages 33-47.
  20. Thogmartin, Wayne E., 2010. "Sensitivity analysis of North American bird population estimates," Ecological Modelling, Elsevier, vol. 221(2), pages 173-177.
  21. Yu, Lin & Zanchi, Giuliana & Akselsson, Cecilia & Wallander, Håkan & Belyazid, Salim, 2018. "Modeling the forest phosphorus nutrition in a southwestern Swedish forest site," Ecological Modelling, Elsevier, vol. 369(C), pages 88-100.
  22. Giménez-Romero, Àlex & Grau, Amalia & Hendriks, Iris E. & Matias, Manuel A., 2021. "Modelling parasite-produced marine diseases: The case of the mass mortality event of Pinna nobilis," Ecological Modelling, Elsevier, vol. 459(C).
  23. Link, Jason S. & Pranovi, Fabio & Libralato, Simone, 2022. "Simulations and interpretations of cumulative trophic theory," Ecological Modelling, Elsevier, vol. 463(C).
  24. Bar Massada, Avi & Carmel, Yohay, 2008. "Incorporating output variance in local sensitivity analysis for stochastic models," Ecological Modelling, Elsevier, vol. 213(3), pages 463-467.
  25. Petropoulos, G. & Wooster, M.J. & Carlson, T.N. & Kennedy, M.C. & Scholze, M., 2009. "A global Bayesian sensitivity analysis of the 1d SimSphere soil–vegetation–atmospheric transfer (SVAT) model using Gaussian model emulation," Ecological Modelling, Elsevier, vol. 220(19), pages 2427-2440.
  26. Carus, Jana & Heuner, Maike & Paul, Maike & Schröder, Boris, 2017. "Which factors and processes drive the spatio-temporal dynamics of brackish marshes?—Insights from development and parameterisation of a mechanistic vegetation model," Ecological Modelling, Elsevier, vol. 363(C), pages 122-136.
  27. Rouger, Baptiste & Goldringer, Isabelle & Barbillon, Pierre & Miramon, Anne & Naino Jika, Abdel Kader & Thomas, Mathieu, 2023. "Sensitivity analysis of a crop metapopulation model," Ecological Modelling, Elsevier, vol. 475(C).
  28. Yi, Xuan & Zou, Rui & Guo, Huaicheng, 2016. "Global sensitivity analysis of a three-dimensional nutrients-algae dynamic model for a large shallow lake," Ecological Modelling, Elsevier, vol. 327(C), pages 74-84.
  29. Wu, Wenbin & Shibasaki, Ryosuke & Yang, Peng & Tan, Guoxin & Matsumura, Kan-ichiro & Sugimoto, Kenji, 2007. "Global-scale modelling of future changes in sown areas of major crops," Ecological Modelling, Elsevier, vol. 208(2), pages 378-390.
  30. Amir Mokhtari & Jane M. Van Doren, 2019. "An Agent‐Based Model for Pathogen Persistence and Cross‐Contamination Dynamics in a Food Facility," Risk Analysis, John Wiley & Sons, vol. 39(5), pages 992-1021, May.
  31. Bracis, Chloe & Lehuta, Sigrid & Savina-Rolland, Marie & Travers-Trolet, Morgane & Girardin, Raphaël, 2020. "Improving confidence in complex ecosystem models: The sensitivity analysis of an Atlantis ecosystem model," Ecological Modelling, Elsevier, vol. 431(C).
  32. Gregory Hill & Steven Kolmes & Michael Humphreys & Rebecca McLain & Eric T. Jones, 2019. "Using decision support tools in multistakeholder environmental planning: restorative justice and subbasin planning in the Columbia River Basin," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 9(2), pages 170-186, June.
  33. 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.
  34. Bregaglio, Simone & Cappelli, Giovanni & Donatelli, Marcello, 2012. "Evaluating the suitability of a generic fungal infection model for pest risk assessment studies," Ecological Modelling, Elsevier, vol. 247(C), pages 58-63.
  35. Hanqing Ma & Chunfeng Ma & Xin Li & Wenping Yuan & Zhengjia Liu & Gaofeng Zhu, 2020. "Sensitivity and Uncertainty Analyses of Flux-based Ecosystem Model towards Improvement of Forest GPP Simulation," Sustainability, MDPI, vol. 12(7), pages 1-18, March.
  36. Nevena DRAGIČEVIĆ & Barbara KARLEUŠA & Nevenka OŽANIĆ, 2017. "Erosion Potential Method (Gavrilović method) sensitivity analysis," Soil and Water Research, Czech Academy of Agricultural Sciences, vol. 12(1), pages 51-59.
  37. Nilsson, Lino & Widerlund, Anders, 2018. "Modelling tool for predicting and simulating nitrogen concentrations in cold-climate mining ponds," Ecological Modelling, Elsevier, vol. 380(C), pages 40-52.
  38. Kautz, Markus & Schopf, Reinhard & Imron, Muhammad Ali, 2014. "Individual traits as drivers of spatial dispersal and infestation patterns in a host–bark beetle system," Ecological Modelling, Elsevier, vol. 273(C), pages 264-276.
  39. Dueri, Sibylle & Faugeras, Blaise & Maury, Olivier, 2012. "Modelling the skipjack tuna dynamics in the Indian Ocean with APECOSM-E – Part 2: Parameter estimation and sensitivity analysis," Ecological Modelling, Elsevier, vol. 245(C), pages 55-64.
  40. Morris, David J. & Speirs, Douglas C. & Cameron, Angus I. & Heath, Michael R., 2014. "Global sensitivity analysis of an end-to-end marine ecosystem model of the North Sea: Factors affecting the biomass of fish and benthos," Ecological Modelling, Elsevier, vol. 273(C), pages 251-263.
  41. Larocque, Guy R. & Bhatti, Jagtar & Arsenault, André, 2015. "Integrated modelling software platform development for effective use of ecosystem models," Ecological Modelling, Elsevier, vol. 306(C), pages 318-325.
  42. Ben Touhami, Haythem & Lardy, Romain & Barra, Vincent & Bellocchi, Gianni, 2013. "Screening parameters in the Pasture Simulation model using the Morris method," Ecological Modelling, Elsevier, vol. 266(C), pages 42-57.
  43. Vinatier, Fabrice & Tixier, Philippe & Le Page, Christophe & Duyck, Pierre-François & Lescourret, Françoise, 2009. "COSMOS, a spatially explicit model to simulate the epidemiology of Cosmopolites sordidus in banana fields," Ecological Modelling, Elsevier, vol. 220(18), pages 2244-2254.
  44. Wang, Fugui & Mladenoff, David J. & Forrester, Jodi A. & Keough, Cindy & Parton, William J., 2013. "Global sensitivity analysis of a modified CENTURY model for simulating impacts of harvesting fine woody biomass for bioenergy," Ecological Modelling, Elsevier, vol. 259(C), pages 16-23.
  45. 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.
  46. Diakité, Z.R. & Corson, M.S. & Brunschwig, G. & Baumont, R. & Mosnier, C., 2019. "Profit stability of mixed dairy and beef production systems of the mountain area of southern Auvergne (France) in the face of price variations: Bioeconomic simulation," Agricultural Systems, Elsevier, vol. 171(C), pages 126-134.
  47. Baey, Charlotte & Didier, Anne & Lemaire, Sébastien & Maupas, Fabienne & Cournède, Paul-Henry, 2014. "Parametrization of five classical plant growth models applied to sugar beet and comparison of their predictive capacity on root yield and total biomass," Ecological Modelling, Elsevier, vol. 290(C), pages 11-20.
  48. Lopez de Gamiz-Zearra, A. & Hansen, C. & Corrales, X. & Andonegi, E., 2024. "Increasing the reliability of the Bay of Biscay Atlantis model: A sensitivity analysis to parameters perturbations using a Morris screening approach," Ecological Modelling, Elsevier, vol. 488(C).
  49. Marzloff, Martin P. & Johnson, Craig R. & Little, L. Rich & Soulié, Jean-Christophe & Ling, Scott D. & Frusher, Stewart D., 2013. "Sensitivity analysis and pattern-oriented validation of TRITON, a model with alternative community states: Insights on temperate rocky reefs dynamics," Ecological Modelling, Elsevier, vol. 258(C), pages 16-32.
  50. Panaro, D.B. & Frunzo, L. & Mattei, M.R. & Luongo, V. & Esposito, G., 2021. "Calibration, validation and sensitivity analysis of a surface-based ADM1 model," Ecological Modelling, Elsevier, vol. 460(C).
  51. Gilardelli, Carlo & Confalonieri, Roberto & Cappelli, Giovanni Alessandro & Bellocchi, Gianni, 2018. "Sensitivity of WOFOST-based modelling solutions to crop parameters under climate change," Ecological Modelling, Elsevier, vol. 368(C), pages 1-14.
  52. Wu, Di & Zhang, Taoyuan & Zhang, Jiqiang & Lv, Hongyi & Yue, Chao & Fu, Mengze, 2024. "Sensitivity analysis and multiobjective optimization for rural house retrofitting considering construction and occupant behavior uncertainty: A case study of Jiaxian, China," Applied Energy, Elsevier, vol. 360(C).
  53. Pal, Saheb & Ghosh, Indrajit, 2023. "Dynamics of a coupled socio-environmental model: An application to global CO2 emissions," Ecological Modelling, Elsevier, vol. 478(C).
  54. Song, Xiaodong & Bryan, Brett A. & Paul, Keryn I. & Zhao, Gang, 2012. "Variance-based sensitivity analysis of a forest growth model," Ecological Modelling, Elsevier, vol. 247(C), pages 135-143.
  55. Wernsdörfer, H. & Rossi, V. & Cornu, G. & Oddou-Muratorio, S. & Gourlet-Fleury, S., 2008. "Impact of uncertainty in tree mortality on the predictions of a tropical forest dynamics model," Ecological Modelling, Elsevier, vol. 218(3), pages 290-306.
  56. Rougier, Thibaud & Drouineau, Hilaire & Dumoulin, Nicolas & Faure, Thierry & Deffuant, Guillaume & Rochard, Eric & Lambert, Patrick, 2014. "The GR3D model, a tool to explore the Global Repositioning Dynamics of Diadromous fish Distribution," Ecological Modelling, Elsevier, vol. 283(C), pages 31-44.
  57. Frank, Béatrice M. & Baret, Philippe V., 2013. "Simulating brown trout demogenetics in a river/nursery brook system: The individual-based model DemGenTrout," Ecological Modelling, Elsevier, vol. 248(C), pages 184-202.
  58. Priyadarshi, Anupam & Chandra, Ram & Kishi, Michio J. & Smith, S.Lan & Yamazaki, Hidekatsu, 2022. "Understanding plankton ecosystem dynamics under realistic micro-scale variability requires modeling at least three trophic levels," Ecological Modelling, Elsevier, vol. 467(C).
  59. Duffy, Catriona & Fealy, Rowan & Fealy, Reamonn M., 2017. "An improved simulation model to describe the temperature-dependent population dynamics of the grain aphid, Sitobion avenae," Ecological Modelling, Elsevier, vol. 354(C), pages 140-171.
  60. Cadero, A. & Aubry, A. & Brun, F. & Dourmad, J.Y. & Salaün, Y. & Garcia-Launay, F., 2018. "Global sensitivity analysis of a pig fattening unit model simulating technico-economic performance and environmental impacts," Agricultural Systems, Elsevier, vol. 165(C), pages 221-229.
  61. Larocque, Guy R. & Bhatti, Jagtar & Arsenault, André, 2014. "Integrated modelling software platform development for effective use of ecosystem models," Ecological Modelling, Elsevier, vol. 288(C), pages 195-202.
  62. Zhang, Wang & Tian, Yong & Sun, Zan & Zheng, Chunmiao, 2021. "How does plastic film mulching affect crop water productivity in an arid river basin?," Agricultural Water Management, Elsevier, vol. 258(C).
  63. Zhu, Li & Chen, Sarula & Yang, Yang & Tian, Wei & Sun, Yong & Lyu, Mian, 2019. "Global sensitivity analysis on borehole thermal energy storage performances under intermittent operation mode in the first charging phase," Renewable Energy, Elsevier, vol. 143(C), pages 183-198.
  64. Yeste, Antonio & Seely, Brad & Imbert, J. Bosco & Blanco, Juan A., 2024. "Sensitivity of long-term productivity estimations in mixed forests to uncertain parameters related to fine roots," Ecological Modelling, Elsevier, vol. 490(C).
  65. Ratnarajah, Lavenia & Melbourne-Thomas, Jessica & Marzloff, Martin P. & Lannuzel, Delphine & Meiners, Klaus M. & Chever, Fanny & Nicol, Stephen & Bowie, Andrew R., 2016. "A preliminary model of iron fertilisation by baleen whales and Antarctic krill in the Southern Ocean: Sensitivity of primary productivity estimates to parameter uncertainty," Ecological Modelling, Elsevier, vol. 320(C), pages 203-212.
  66. 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).
  67. Bourhis, Yoann & Poggi, Sylvain & Mammeri, Youcef & Cortesero, Anne-Marie & Le Ralec, Anne & Parisey, Nicolas, 2015. "Perception-based foraging for competing resources: Assessing pest population dynamics at the landscape scale from heterogeneous resource distribution," Ecological Modelling, Elsevier, vol. 312(C), pages 211-221.
  68. Langston, Amy K. & Kaplan, David A., 2020. "Modelling the effects of climate, predation, and dispersal on the poleward range expansion of black mangrove (Avicennia germinans)," Ecological Modelling, Elsevier, vol. 434(C).
  69. Lola Gilbert & Tiphaine Jeanniard-du-Dot & Matthieu Authier & Tiphaine Chouvelon & Jérôme Spitz, 2023. "Composition of cetacean communities worldwide shapes their contribution to ocean nutrient cycling," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  70. Ceddia, Michele Graziano & Zepharovich, Elena, 2017. "Jevons paradox and the loss of natural habitat in the Argentinean Chaco: The impact of the indigenous communities’ land titling and the Forest Law in the province of Salta," Land Use Policy, Elsevier, vol. 69(C), pages 608-617.
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