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Iterative integration of deep learning in hybrid Earth surface system modelling
M Chen, Z Qian, N Boers, AJ Jakeman… - Nature Reviews Earth & …, 2023 - nature.com
Earth system modelling (ESM) is essential for understanding past, present and future Earth
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
[HTML][HTML] Agent-based modelling of social-ecological systems: achievements, challenges, and a way forward
J Schulze, B Müller, J Groeneveld… - Journal of Artificial …, 2017 - jasss.soc.surrey.ac.uk
Understanding social-ecological systems (SES) is crucial to supporting the sustainable
management of resources. Agent-based modelling is a valuable tool to achieve this …
management of resources. Agent-based modelling is a valuable tool to achieve this …
Spatial simulation: a spatial perspective on individual-based ecology—a review
G Wallentin - Ecological Modelling, 2017 - Elsevier
Spatial Simulation is a spatially explicit, bottom-up modelling approach that includes
individual-based models and cellular automata. While spatial heterogeneity and individual …
individual-based models and cellular automata. While spatial heterogeneity and individual …
Using agent-based modelling to simulate social-ecological systems across scales
M Lippe, M Bithell, N Gotts, D Natalini… - GeoInformatica, 2019 - Springer
Agent-based modelling (ABM) simulates Social-Ecological-Systems (SESs) based on the
decision-making and actions of individual actors or actor groups, their interactions with each …
decision-making and actions of individual actors or actor groups, their interactions with each …
Rethinking the role of agent-based modeling in archaeology
WH Cegielski, JD Rogers - Journal of Anthropological Archaeology, 2016 - Elsevier
Abstract Agent-Based Modeling (ABM) represents a methodology with significant potential
for altering archaeological analytical practice. The continued growth in the number of …
for altering archaeological analytical practice. The continued growth in the number of …
On code sharing and model documentation of published individual and agent-based models
MA Janssen, C Pritchard, A Lee - Environmental Modelling & Software, 2020 - Elsevier
Being able to replicate research results is the hallmark of science. Replication of research
findings using computational models should, in principle, be possible. In this manuscript, we …
findings using computational models should, in principle, be possible. In this manuscript, we …
Formalising theories of human decision-making for agent-based modelling of social-ecological systems: practical lessons learned and ways forward
N Schwarz, G Dressler, K Frank, W Jager… - Available at SSRN …, 2020 - papers.ssrn.com
Incorporating representations of human decision-making that are based on social science
theories into social-ecological models is considered increasingly important-yet choosing …
theories into social-ecological models is considered increasingly important-yet choosing …
[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 …
estimation algorithms performs better. Unfortunately, no single algorithm was the best for all …
[HTML][HTML] Width of surface rupture zone for thrust earthquakes: implications for earthquake fault zoning
The criteria for zoning the surface fault rupture hazard (SFRH) along thrust faults are defined
by analysing the characteristics of the areas of coseismic surface faulting in thrust …
by analysing the characteristics of the areas of coseismic surface faulting in thrust …
Recommendations on the use of ecosystem modeling for informing ecosystem-based fisheries management and restoration outcomes in the Gulf of Mexico
A Grüss, KA Rose, J Simons, CH Ainsworth… - Marine and Coastal …, 2017 - Taylor & Francis
Ecosystem-based fisheries management (EBFM) and ecosystem restoration are gaining
momentum worldwide, including in US waters of the Gulf of Mexico (GOM). Ecosystem …
momentum worldwide, including in US waters of the Gulf of Mexico (GOM). Ecosystem …