[HTML][HTML] Stressing over the complexities of multiple stressors in marine and estuarine systems

PM Glibert, WJ Cai, ER Hall, M Li, KL Main… - Ocean-Land …, 2022 - spj.science.org
Aquatic ecosystems are increasingly threatened by multiple human-induced stressors
associated with climate and anthropogenic changes, including warming, nutrient pollution …

Structural realism, emergence, and predictions in next-generation ecological modelling: Synthesis from a special issue

V Grimm, U Berger - Ecological modelling, 2016 - Elsevier
The two main challenges of ecological modelling are to yield more general understanding
and theory and to provide testable and robust predictions. To achieve this, emergence …

[HTML][HTML] Towards reusable building blocks for agent-based modelling and theory development

U Berger, A Bell, CM Barton, E Chappin… - … Modelling & Software, 2024 - Elsevier
Despite the increasing use of standards for documenting and testing agent-based models
(ABMs) and sharing of open access code, most ABMs are still developed from scratch. This …

[HTML][HTML] From known to unknown unknowns through pattern-oriented modelling: Driving research towards the Medawar zone

M Wang, HH Wang, TE Koralewski, WE Grant… - Ecological …, 2024 - Elsevier
The metaphor of the Medawar zone describes the relationship between the difficulty of a
scientific problem and the potential payoff of solving it. This zone represents the realm where …

From cases to general principles: A call for theory development through agent-based modeling

I Lorscheid, U Berger, V Grimm, M Meyer - Ecological Modelling, 2019 - Elsevier
Virtually all current major social and environmental challenges such as financial crises,
migration, the erosion of democratic institutions, and the loss of biodiversity involve complex …

Dealing with software complexity in individual‐based models

D Vedder, M Ankenbrand… - Methods in Ecology …, 2021 - Wiley Online Library
Individual‐based models are doubly complex: as well as representing complex ecological
systems, the software that implements them is complex in itself. Both forms of complexity …

Advancing bioenergetics-based modeling to improve climate change projections of marine ecosystems

KA Rose, K Holsman, JA Nye, EH Markowitz… - Marine Ecology …, 2024 - int-res.com
Climate change has rapidly altered marine ecosystems and is expected to continue to push
systems and species beyond historical baselines into novel conditions. Projecting …

Understanding the future of big sagebrush regeneration: challenges of projecting complex ecological processes

DR Schlaepfer, JB Bradford, WK Lauenroth… - …, 2021 - Wiley Online Library
Regeneration is an essential demographic step that affects plant population persistence,
recovery after disturbances, and potential migration to track suitable climate conditions …

Model calibration and validation via confidence sets

R Seri, M Martinoli, D Secchi, S Centorrino - Econometrics and Statistics, 2021 - Elsevier
The issues of calibrating and validating a theoretical model are considered, when it is
required to select the parameters that better approximate the data among a finite number of …

[HTML][HTML] Theory for and from agent-based modelling: Insights from a virtual special issue and a vision

V Grimm, U Berger, M Meyer, I Lorscheid - Environmental Modelling & …, 2024 - Elsevier
Abstract The Virtual Special Issue" Agents for Theory" discusses theory development using
agent-based models (ABMs). The six contributions focus on how the word" theory" is used in …