Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty

JD Herman, JD Quinn, S Steinschneider… - Water Resources …, 2020 - Wiley Online Library
Climate change introduces substantial uncertainty to water resources planning and raises
the key question: when, or under what conditions, should adaptation occur? A number of …

A state‐of‐the‐art review of optimal reservoir control for managing conflicting demands in a changing world

M Giuliani, JR Lamontagne, PM Reed… - Water Resources …, 2021 - Wiley Online Library
The state of the art for optimal water reservoir operations is rapidly evolving, driven by
emerging societal challenges. Changing values for balancing environmental resources …

An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together?

HR Maier, JHA Guillaume, H van Delden… - … modelling & software, 2016 - Elsevier
A highly uncertain future due to changes in climate, technology and socio-economics has
led to the realisation that identification of “best-guess” future conditions might no longer be …

[PDF][PDF] Robust decision making (RDM)

RJ Lempert - Decision making under deep uncertainty: From …, 2019 - library.oapen.org
Robust decision making (RDM) Page 35 Chapter 2 Robust Decision Making (RDM) RJ Lempert
Abstract • The quest for predictions—and a reliance on the analytical methods that require …

Robustness metrics: How are they calculated, when should they be used and why do they give different results?

C McPhail, HR Maier, JH Kwakkel, M Giuliani… - Earth's …, 2018 - Wiley Online Library
Robustness is being used increasingly for decision analysis in relation to deep uncertainty
and many metrics have been proposed for its quantification. Recent studies have shown that …

[HTML][HTML] The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making

JH Kwakkel - Environmental Modelling & Software, 2017 - Elsevier
There is a growing interest in model-based decision support under deep uncertainty,
reflected in a variety of approaches being put forward in the literature. A key idea shared …

Exploratory modeling for analyzing coupled human-natural systems under uncertainty

EA Moallemi, J Kwakkel, FJ de Haan… - Global Environmental …, 2020 - Elsevier
Modeling is a crucial approach for understanding the past and exploring the future of
coupled human-natural systems. However, uncertainty in various forms challenges …

[PDF][PDF] Supporting DMDU: A taxonomy of approaches and tools

JH Kwakkel, M Haasnoot - … under deep uncertainty: From theory to …, 2019 - library.oapen.org
A wide variety of tools and approaches for supporting the making of decisions under deep
uncertainty have been put forward, but we lack a comparative overview.• This chapter …

A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control

JZ Salazar, PM Reed, JD Herman, M Giuliani… - Advances in water …, 2016 - Elsevier
Globally, the pressures of expanding populations, climate change, and increased energy
demands are motivating significant investments in re-operationalizing existing reservoirs or …

Risk, robustness and water resources planning under uncertainty

E Borgomeo, M Mortazavi‐Naeini, JW Hall… - Earth's …, 2018 - Wiley Online Library
Risk‐based water resources planning is based on the premise that water managers should
invest up to the point where the marginal benefit of risk reduction equals the marginal cost of …