Eight grand challenges in socio-environmental systems modeling

S Elsawah, T Filatova, AJ Jakeman… - Socio-Environmental …, 2020 - research.utwente.nl
Modeling is essential to characterize and explore complex societal and environmental
issues in systematic and collaborative ways. Socio-environmental systems (SES) modeling …

Transformation towards risk-sensitive urban development: a systematic review of the issues and challenges

AF Roslan, T Fernando, S Biscaya, N Sulaiman - Sustainability, 2021 - mdpi.com
Risk-sensitive urban development is an innovative planning approach that can transform the
way cities are built in order to face the uncertainties that arise from climate-induced disaster …

Purpose, processes, partnerships, and products: four Ps to advance participatory socio‐environmental modeling

S Gray, A Voinov, M Paolisso, R Jordan… - Ecological …, 2018 - Wiley Online Library
Including stakeholders in environmental model building and analysis is an increasingly
popular approach to understanding ecological change. This is because stakeholders often …

A systematic review of visual representations for analyzing collaborative discourse

L Hu, G Chen - Educational Research Review, 2021 - Elsevier
Visual analytics combines automated data analysis and human intelligence through
visualisation techniques to address the complexity of current real-world problems. This …

Twelve questions for the participatory modeling community

R Jordan, S Gray, M Zellner, PD Glynn, A Voinov… - Earth's …, 2018 - Wiley Online Library
Participatory modeling engages the implicit and explicit knowledge of stakeholders to create
formalized and shared representations of reality and has evolved into a field of study as well …

Planning for deep-rooted problems: What can we learn from aligning complex systems and wicked problems?

M Zellner, SD Campbell - Planning Theory & Practice, 2015 - Taylor & Francis
An earlier generation of planners turned to Rittel & Webber's conception of “wicked
problems” to explain why conventional scientific approaches failed to solve problems of …

Finding the balance between simplicity and realism in participatory modeling for environmental planning

ML Zellner, D Milz, L Lyons, CJ Hoch… - … Modelling & Software, 2022 - Elsevier
Complex systems simulations can support collaborative water planning by allowing
stakeholders to jointly see hidden effects of land-and water-use decisions on groundwater …

Try, try again: Lessons learned from success and failure in participatory modeling

EJ Sterling, M Zellner, KE Jenni, K Leong… - Elem Sci …, 2019 - online.ucpress.edu
Participatory Modeling (PM) is becoming increasingly common in environmental planning
and conservation, due in part to advances in cyberinfrastructure as well as to greater …

[HTML][HTML] Opportunities and limitations of integrating computational and collaborative approaches to scenario planning

R Debnath, C Pettit, SZ Leao - Journal of Urban Management, 2023 - Elsevier
In the context of changing global trends and growing uncertainties, creating and evaluating
alternative future scenarios is crucial for urban and regional planning. Computational and …

How planners and stakeholders learn with visualization tools: using learning sciences methods to examine planning processes

J Radinsky, D Milz, M Zellner, K Pudlock… - Journal of …, 2017 - Taylor & Francis
Planning researchers traditionally conceptualize learning as cognitive changes in
individuals. In this tradition, scholars assess learning with pre-and post-measures of …