Scaling methods in ecological modelling

M Fritsch, H Lischke, KM Meyer - Methods in Ecology and …, 2020 - Wiley Online Library
Modelling is often confronted with scaling problems, because modelling—directly or
indirectly—always implies scaling. This is because models simplify. Simplification usually …

Quo vadis, agent-based modelling tools?

AJ Daly, L De Visscher, JM Baetens… - … Modelling & Software, 2022 - Elsevier
Agent-based models (ABMs) are an increasingly popular choice for simulating large
systems of interacting components, and have been applied across a wide variety of natural …

Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach

T Iwanaga, HH Wang, SH Hamilton, V Grimm… - … Modelling & Software, 2021 - Elsevier
Abstract System-of-systems approaches for integrated assessments have become prevalent
in recent years. Such approaches integrate a variety of models from different disciplines and …

Calibrating agent-based models using uncertainty quantification methods

J McCulloch, J Ge, JA Ward… - Journal of Artificial …, 2022 - eprints.whiterose.ac.uk
Agent-based models (ABMs) can be found across a number of diverse application areas
ranging from simulating consumer behaviour to infectious disease modelling. Part of their …

[HTML][HTML] No free lunch when estimating simulation parameters

E Carrella - Journal of Artificial Societies and Social …, 2021 - jasss.soc.surrey.ac.uk
In this paper, we have estimated the parameters of 41 simulation models to find which of 9
estimation algorithms performs better. Unfortunately, no single algorithm was the best for all …

Calibrating spatiotemporal models of microbial communities to microscopy data: A review

A Yip, J Smith-Roberge, SH Khorasani… - PLOS Computational …, 2022 - journals.plos.org
Spatiotemporal models that account for heterogeneity within microbial communities rely on
single-cell data for calibration and validation. Such data, commonly collected via microscopy …

[HTML][HTML] A comprehensive study of agent-based airport terminal operations using surrogate modeling and simulation

BCD De Bosscher, SSM Ziabari… - … Modelling Practice and …, 2023 - Elsevier
Airport terminals are complex sociotechnical systems, in which humans interact with diverse
technical systems. A natural way to represent them is through agent-based modeling …

[HTML][HTML] Regional representation of wind stakeholders' end-of-life behaviors and their impact on wind blade circularity

J Walzberg, A Cooperman, L Watts, AL Eberle… - IScience, 2022 - cell.com
The growing number of end-of-life (EOL) wind blades could further strain US landfills or be a
valuable composite materials source, depending on stakeholders' behaviors. Technical …

[PDF][PDF] Assessing uncertain migration futures: A typology of the unknown

J Bijak, M Czaika - Changes, 2020 - quantmig.geodata.soton.ac.uk
Migration is one of the most, if not the most uncertain of the major demographic processes. A
complex network of interacting drivers and factors, coupled with a key role of human agency …

A framework for improving treatment of uncertainty in offshore wind assessments for protected marine birds

KR Searle, SH O'Brien, EL Jones… - ICES Journal of …, 2023 - academic.oup.com
Governments worldwide are setting ambitious targets for offshore renewable energy
development (ORD). However, deployment is constrained by a lack of understanding of the …