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Decision Making under Deep Uncertainty
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January 2019
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Framing climate uncertainty: socio-economic and climate scenarios in vulnerability and adaptation assessments
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Limitations of integrated assessment models of climate change
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Robust response to hydro-climatic change in electricity generation planning
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Robust Energy Portfolios Under Climate Policy and Socioeconomic Uncertainty
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Climate adaptation planning in practice: an evaluation of adaptation plans from three developed nations
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Selecting Portfolios of Water Supply and Demand Management Strategies Under Uncertainty—Contrasting Economic Optimisation and ‘Robust Decision Making’ Approaches
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Economic foundations of cost-effectiveness analysis
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A critical reflection on optimal decision
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Integer programming with random-boundary intervals for planning municipal power systems
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Energy and complexity: New ways forward
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October 2019
Impact of climate change on water availability and its propagation through the Western U.S. power grid
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October 2020
Barriers and opportunities for robust decision making approaches to support climate change adaptation in the developing world
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January 2016
Robustness-based evaluation of hydropower infrastructure design under climate change
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January 2017
Climate risk management and the electricity sector
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January 2018
Climate risk assessment and cascading impacts: Risks and opportunities for an electrical utility in the U.S. Southwest
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January 2020
Weathering adaptation: Grid infrastructure planning in a changing climate
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January 2020
Communicating uncertainty: lessons learned and suggestions for climate change assessment
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Representing and communicating deep uncertainty in climate-change assessments
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March 2005
A survey of decision-making approaches for climate change adaptation: Are robust methods the way forward?
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February 2016
Strategies against shocks in power systems – An analysis for the case of Europe
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Electricity supply industry modelling for multiple objectives under demand growth uncertainty
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Explicit cost-risk tradeoff for renewable portfolio standard constrained regional power system expansion: A case study of Guangdong Province, China
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July 2017
The resilience of a decarbonized power system to climate variability: Portuguese case study
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June 2021
Climate change and hydropower in the Southern African Power Pool and Zambezi River Basin: System-wide impacts and policy implications
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April 2017
The concept of energy justice across the disciplines
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June 2017
Cross-impact analysis of Finnish electricity system with increased renewables: Long-run energy policy challenges in balancing supply and consumption
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July 2018
Technology, business model, and market design adaptation toward smart electricity distribution: Insights for policy making
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October 2018
Electricity infrastructure vulnerabilities due to long-term growth and extreme heat from climate change in Los Angeles County
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May 2019
How do energy systems model and scenario studies explicitly represent socio-economic, political and technological disruption and discontinuity? Implications for policy and practitioners
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February 2021
Estimating the impacts of climate change on electricity supply infrastructure: A case study of China
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March 2021
Envisioning resilient electrical infrastructure: A policy framework for incorporating future climate change into electricity sector planning
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June 2014
What it took to catalyse uptake of dynamic adaptive pathways planning to address climate change uncertainty
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February 2017
Climate adaptation pathways for agriculture: Insights from a participatory process
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May 2020
Whose voices, whose choices? Pursuing climate resilient trajectories for the poor
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July 2021
Climate policy decision making in contexts of deep uncertainty - from optimisation to robustness
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June 2021
Many objective robust decision making for complex environmental systems undergoing change
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April 2013
An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together?
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July 2016
Comparing Robust Decision-Making and Dynamic Adaptive Policy Pathways for model-based decision support under deep uncertainty
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An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty
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On considering robustness in the search phase of Robust Decision Making: A comparison of Many-Objective Robust Decision Making, multi-scenario Many-Objective Robust Decision Making, and Many Objective Robust Optimization
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May 2020
Distributed resources and distributed governance: Stakeholder participation in demand side management governance
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A participatory exploratory modelling approach for long-term planning in energy transitions
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January 2018
Envisioning surprises: How social sciences could help models represent ‘deep uncertainty’ in future energy and water demand
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April 2019
Co-production in the wind energy sector: A systematic literature review of public engagement beyond invited stakeholder participation
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February 2021
Cascading risks: Understanding the 2021 winter blackout in Texas
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July 2021
Evaluation of infrastructure planning approaches: An analogy with medicine
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Strategies to adapt to an uncertain climate change
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The roads ahead: Narratives for shared socioeconomic pathways describing world futures in the 21st century
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January 2017
Designing a monitoring system to detect signals to adapt to uncertain climate change
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September 2018
Stakeholder management studies in mega construction projects: A review and future directions
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Adaptation planning of community energy systems to climatic change over Canada
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Combining scenario planning, energy system analysis, and multi-criteria analysis to develop and evaluate energy scenarios
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January 2020
Robust regional low-carbon electricity system planning with energy-water nexus under uncertainties and complex policy guidelines
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April 2020
Scenario-based stakeholder engagement: Incorporating stakeholders preferences into coastal planning for climate change
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A framework for complex climate change risk assessment
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April 2021
Considerations for an Extended Framework for Interactive Epoch-Era Analysis
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Quantifying the sensitivity of european power systems to energy scenarios and climate change projections
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February 2021
Uncertainty, probability and information-gaps
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A review of urban energy system models: Approaches, challenges and opportunities
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August 2012
Regional planning of new-energy systems within multi-period and multi-option contexts: A case study of Fengtai, Beijing, China
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November 2016
Risk-based methods for sustainable energy system planning: A review
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A comprehensive review on expansion planning: Models and tools for energy policy analysis
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A review of the potential impacts of climate change on bulk power system planning and operations in the United States
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Targeted Communication: The Key to Effective Stakeholder Engagement
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Impact of climate change on electricity systems and markets – A review of models and forecasts
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Thinking inside the box: A participatory, computer-assisted approach to scenario discovery
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Addressing deep uncertainty using adaptive policies: Introduction to section 2
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Adaptive Robust Design under deep uncertainty
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A review of socio-technical energy transition (STET) models
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Robust decision making and Epoch–Era analysis: A comparison of two robustness frameworks for decision-making under uncertainty
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Decision making under deep uncertainties: A review of the applicability of methods in practice
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Building climate resilience into power systems plans: Reflections on potential ways forward for Bangladesh
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Model uncertainty and the management of a system of infrastructure facilities
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Effects of Climate Change on Capacity Expansion Decisions of an Electricity Generation Fleet in the Southeast U.S.
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Climate-Water Adaptation for Future US Electricity Infrastructure
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Decision scaling: Linking bottom-up vulnerability analysis with climate projections in the water sector: DECISION SCALING-LINKING VULNERABILITY ANALYSIS
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Climate Model Projections of 21st Century Global Warming Constrained Using the Observed Warming Trend
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Identifying Actionable Compromises: Navigating Multi‐City Robustness Conflicts to Discover Cooperative Safe Operating Spaces for Regional Water Supply Portfolios
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“Certain Uncertainty: The Role of Internal Climate Variability in Projections of Regional Climate Change and Risk Management”
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Multisector Dynamics: Advancing the Science of Complex Adaptive Human‐Earth Systems
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Emissions – the ‘business as usual’ story is misleading
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Changing the resilience paradigm
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Energy decisions reframed as justice and ethical concerns
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Path dependence in energy systems and economic development
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Resilience of the Eastern African electricity sector to climate driven changes in hydropower generation
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Power sector investment implications of climate impacts on renewable resources in Latin America and the Caribbean
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Climate risks are becoming legal liabilities for the energy sector
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Quantifying the impacts of climate change and extreme climate events on energy systems
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A low-to-no snow future and its impacts on water resources in the western United States
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October 2021
Robustness and Optimality as Criteria for Strategic Decisions
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Dynamic Adaptive Approach to Transportation-Infrastructure Planning for Climate Change: San-Francisco-Bay-Area Case Study
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How Should Robustness Be Defined for Water Systems Planning under Change?
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Coping with the Wickedness of Public Policy Problems: Approaches for Decision Making under Deep Uncertainty
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Comparison of Robust Optimization and Info-Gap Methods for Water Resource Management under Deep Uncertainty
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Synthetic Drought Scenario Generation to Support Bottom-Up Water Supply Vulnerability Assessments
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Integrating Raw Water Transfers into an Eastern United States Management Context
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Equity in Water Resources Planning: A Path Forward for Decision Support Modelers
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Dynamic Adaptive Policies: A Way to Improve the Cost—Benefit Performance of Megaprojects?
Yzer, Jerrel R.; Walker, Warren E.; Marchau, Vincent A. W. J.
Environment and Planning B: Planning and Design, Vol. 41, Issue 4
https://doi.org/10.1068/b39088
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Boundary work for sustainable development: Natural resource management at the Consultative Group on International Agricultural Research (CGIAR)
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Decision making under uncertainty in climate change mitigation: introducing multiple actor motivations, agency and influence
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Assessment of flood management systems’ flexibility with application to the Sacramento River basin, California, USA
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Decision making under deep uncertainty for adapting urban drainage systems to change
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Population exposure to pre-emptive de-energization aimed at averting wildfires in Northern California
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How unprecedented was the February 2021 Texas cold snap?
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Determinants of energy futures—a scenario discovery method applied to cost and carbon emission futures for South American electricity infrastructure
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The current state of scenario development: an overview of techniques
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Probabilistic Assessment of Power Distribution Systems Resilience Under Extreme Weather
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June 2019
The simulation and management of adaptive smart grid oriented power mix based on evolutionary dynamic mechanism under high percentage of renewable energy policy
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September 2016
Decision Science Can Help Address the Challenges of Long‐Term Planning in the Colorado River Basin
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January 2022
Managing the Risk of Uncertain Threshold Responses: Comparison of Robust, Optimum, and Precautionary Approaches
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Robust Climate Policies Under Uncertainty: A Comparison of Robust Decision Making and Info-Gap Methods
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Treatment of uncertainty in conservation under climate change
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Engaging Multiple Worldviews With Quantitative Decision Support: A Robust Decision‐Making Demonstration Using the Lake Model
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August 2020
Past warming trend constrains future warming in CMIP6 models
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March 2020
Creating Agent-Based Energy Transition Management Models That Can Uncover Profitable Pathways to Climate Change Mitigation
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On Modeling and Interpreting the Economics of Catastrophic Climate Change
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February 2009
The Potential to Narrow Uncertainty in Regional Climate Predictions
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August 2009
Attribution of Extreme Events in Arctic Sea Ice Extent
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January 2017
Moving toward the Deliberate Coproduction of Climate Science Knowledge
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Public Participation Methods: A Framework for Evaluation
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Classifying and communicating uncertainties in model-based policy analysis
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Climate Regulation and the Limits of Cost-Benefit Analysis
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Modelling energy supply options for electricity generations in Tanzania
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Salience, Credibility, Legitimacy and Boundaries: Linking Research, Assessment and Decision Making
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Long-Term Resource Adequacy in Wholesale Electricity Markets with Significant Intermittent Renewables
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Lessons learnt from adaptation planning in four deltas and coastal cities
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Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems
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A Meta-Level Framework for Evaluating Resilience in Net-Zero Carbon Power Systems with Extreme Weather Events in the United States
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Towards Resilient Civil Infrastructure Asset Management: An Information Elicitation and Analytical Framework
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Conditions for Co-Creation in Infrastructure Projects: Experiences from the Overdiepse Polder Project (The Netherlands)
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Adapt or Perish: A Review of Planning Approaches for Adaptation under Deep Uncertainty
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March 2013
A Stochastic Optimization Model for Carbon-Emission Reduction Investment and Sustainable Energy Planning under Cost-Risk Control
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January 2020
Probabilistic Transmission Expansion Planning: On the Effects of Outcome Variability on Decision-making
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January 2019
Partitioning climate projection uncertainty with multiple large ensembles and CMIP5/6
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January 2020
Reduced global warming from CMIP6 projections when weighting models by performance and independence
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Extreme metrics from large ensembles: investigating the effects of ensemble size on their estimates
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The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6
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Shaping the Next One Hundred Years: New Methods for Quantitative, Long-Term Policy Analysis
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January 2003
Robust optimization of electric power generation expansion planning considering uncertainty of climate change
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January 2014