References

Antoniadis, Anestis, Sophie Lambert-Lacroix, and Jean-Michel Poggi. 2021. “Random Forests for Global Sensitivity Analysis: A Selective Review.” Reliability Engineering & System Safety 206: 107312.

Breiman, Leo. 2001. “Random Forests.” Machine Learning 45: 5–32.

Briscoe, Natalie J., Jane Elith, Roberto Salguero-Gómez, José J. Lahoz-Monfort, James S. Camac, Katherine M. Giljohann, Matthew H. Holden, et al. 2019. “Forecasting Species Range Dynamics with Process-Explicit Models: Matching Methods to Applications.” Ecology Letters 22 (11): 1940–56. https://doi.org/https://doi.org/10.1111/ele.13348.

Burns, Russell M, Barbara H Honkala, et al. 1990. “Silvics of North America: 1. Conifers; 2. Hardwoods Agriculture Handbook 654.” US Department of Agriculture, Forest Service, Washington, DC.

Caswell, Hal. 1978. “A General Formula for the Sensitivity of Population Growth Rate to Changes in Life History Parameters.” Theoretical Population Biology 14 (2): 215–30.

Csergő, Anna M., Roberto Salguero-Gómez, Olivier Broennimann, Shaun R. Coutts, Antoine Guisan, Amy L. Angert, Erik Welk, et al. 2017. “Less Favourable Climates Constrain Demographic Strategies in Plants.” Ecology Letters 20 (8): 969–80. https://doi.org/https://doi.org/10.1111/ele.12794.

Dı́az, Sandra, Jens Kattge, Johannes HC Cornelissen, Ian J Wright, Sandra Lavorel, Stéphane Dray, Björn Reu, et al. 2022. “The Global Spectrum of Plant Form and Function: Enhanced Species-Level Trait Dataset.” Scientific Data 9 (1): 755.

Easterling, Michael R., Stephen P. Ellner, and Philip M. Dixon. 2000. “Size-specific sensitivity: applying a new structured population model.” Ecology 81 (3): 694–708. https://doi.org/10.1890/0012-9658(2000)081[0694:SSSAAN]2.0.CO;2.

Ellner, Stephen P, Dylan Z Childs, and Mark Rees. 2016. Data-driven modelling of structured populations. Springer.

Ettinger, Ailene, and Janneke HilleRisLambers. 2017. “Competition and facilitation may lead to asymmetric range shift dynamics with climate change.” Global Change Biology 23 (9): 3921–33. https://doi.org/10.1111/gcb.13649.

Gabry, Jonah, Rok Češnovar, and Andrew Johnson. 2023. Cmdstanr: R Interface to ’CmdStan’.

Guyennon, Arnaud, Björn Reineking, Roberto Salguero-Gomez, Jonas Dahlgren, Aleksi Lehtonen, Sophia Ratcliffe, Paloma Ruiz-Benito, Miguel A. Zavala, and Georges Kunstler. 2023. “Beyond Mean Fitness: Demographic Stochasticity and Resilience Matter at Tree Species Climatic Edges.” Global Ecology and Biogeography 32 (4): 573–85. https://doi.org/https://doi.org/10.1111/geb.13640.

Holt, Robert D. 2009. “Bringing the Hutchinsonian Niche into the 21st Century: Ecological and Evolutionary Perspectives.” Proceedings of the National Academy of Sciences 106 (supplement_2): 19659–65.

Holt, Robert D, Timothy H Keitt, Mark a Lewis, Brian a Maurer, and Mark L Taper. 2005. “Theoretical models of species’ borders: single species approaches.” Oikos 108 (1): 18–27. https://doi.org/10.1111/j.0030-1299.2005.13147.x.

Hülsmann, Lisa, Ryan A Chisholm, Liza Comita, Marco D Visser, Melina de Souza Leite, Salomon Aguilar, Kristina J Anderson-Teixeira, et al. 2024. “Latitudinal Patterns in Stabilizing Density Dependence of Forest Communities.” Nature, 1–8.

Hutchinson, G Evelyn. 1957. “Concluding remarks.” In Cold Spring Harbor Symposium on Quantitative Biology, 22:415–27.

Ibáñez, Inés, Donald R. Zak, Andrew J. Burton, and Kurt S. Pregitzer. 2018. “Anthropogenic nitrogen deposition ameliorates the decline in tree growth caused by a drier climate.” Ecology, January. https://doi.org/10.1002/ecy.2095.

Kohyama, Takashi. 1992. “Size-Structured Multi-Species Model of Rain Forest Trees.” Functional Ecology, 206–12.

Kunstler, Georges, Arnaud Guyennon, Sophia Ratcliffe, Nadja Rüger, Paloma Ruiz-Benito, Dylan Z. Childs, Jonas Dahlgren, et al. 2021. “Demographic performance of European tree species at their hot and cold climatic edges.” Journal of Ecology 109 (2): 1041–54. https://doi.org/10.1111/1365-2745.13533.

Le Squin, Amaël, Isabelle Boulangeat, and Dominique Gravel. 2021. “Climate-Induced Variation in the Demography of 14 Tree Species Is Not Sufficient to Explain Their Distribution in Eastern North America.” Global Ecology and Biogeography 30 (2): 352–69. https://doi.org/https://doi.org/10.1111/geb.13209.

Lewontin, Richard C, and Daniel Cohen. 1969. “On Population Growth in a Randomly Varying Environment.” Proceedings of the National Academy of Sciences 62 (4): 1056–60.

Maguire Jr, Bassett. 1973. “Niche Response Structure and the Analytical Potentials of Its Relationship to the Habitat.” The American Naturalist 107 (954): 213–46.

McKenney, Daniel W, Michael F Hutchinson, Pia Papadopol, Kevin Lawrence, John Pedlar, Kathy Campbell, Ewa Milewska, Ron F Hopkinson, David Price, and Tim Owen. 2011. “Customized Spatial Climate Models for North America.” Bulletin of the American Meteorological Society 92 (12): 1611–22.

Ministere des Ressources Naturelles. 2016. “Norme d’inventaire ecoforestier: placettes-echantillons temporaires.” Direction des inventaires forestier, Ministère des Ressources naturelles,Québec.

O’Connell, M B, E B LaPoint, J A Turner, T Ridley, D Boyer, A Wilson, K L Waddell, and B L Conkling. 2007. “The forest inventory and analysis database: Database description and users forest inventory and analysis program.” US Department of Agriculture, Forest Service.

Saltelli, Andrea, Ksenia Aleksankina, William Becker, Pamela Fennell, Federico Ferretti, Niels Holst, Sushan Li, and Qiongli Wu. 2019. “Why so Many Published Sensitivity Analyses Are False: A Systematic Review of Sensitivity Analysis Practices.” Environmental Modelling & Software 114: 29–39.

Schurr, Frank M., Jörn Pagel, Juliano Sarmento Cabral, Jürgen Groeneveld, Olga Bykova, Robert B. O’Hara, Florian Hartig, et al. 2012. “How to understand species’ niches and range dynamics: A demographic research agenda for biogeography.” Journal of Biogeography 39 (12): 2146–62. https://doi.org/10.1111/j.1365-2699.2012.02737.x.

Seidl, Rupert, Mart-Jan Schelhaas, and Manfred J Lexer. 2011. “Unraveling the Drivers of Intensifying Forest Disturbance Regimes in Europe.” Global Change Biology 17 (9): 2842–52.

Sittaro, Fabian, Alain Paquette, Christian Messier, and Charles A. Nock. 2017. “Tree range expansion in eastern North America fails to keep pace with climate warming at northern range limits.” Global Change Biology, 1–10. https://doi.org/10.1111/gcb.13622.

Team, Stan Development et al. 2022. “Stan Modeling Language Users Guide and Reference Manual, Version 2.30.1.” Stan Development Team.

Tredennick, Andrew T., Giles Hooker, Stephen P. Ellner, and Peter B. Adler. 2021. “A Practical Guide to Selecting Models for Exploration, Inference, and Prediction in Ecology.” Ecology 102 (6): e03336. https://doi.org/https://doi.org/10.1002/ecy.3336.

Vehtari, Aki, Andrew Gelman, and Jonah Gabry. 2017. “Practical Bayesian Model Evaluation Using Leave-One-Out Cross-Validation and WAIC.” Statistics and Computing 27: 1413–32.

Von Bertalanffy, Ludwig. 1957. “Quantitative Laws in Metabolism and Growth.” The Quarterly Review of Biology 32 (3): 217–31.

Wright, Marvin N., and Andreas Ziegler. 2017. “ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R.” Journal of Statistical Software 77 (1): 1–17. https://doi.org/10.18637/jss.v077.i01.

Zhang, Jian, Shongming Huang, and Fangliang He. 2015. “Half-Century Evidence from Western Canada Shows Forest Dynamics Are Primarily Driven by Competition Followed by Climate.” Proceedings of the National Academy of Sciences 112 (13): 4009–14.

Zuidema, Pieter A, Eelke Jongejans, Pham D Chien, Heinjo J During, and Feike Schieving. 2010. “Integral Projection Models for Trees: A New Parameterization Method and a Validation of Model Output.” Journal of Ecology 98 (2): 345–55.