Jonathan D. Herman

发表

Modeling the behavior of water reservoir operators via eigenbehavior analysis

Matteo Giuliani, Jonathan D. Herman, M. Giuliani, 2018, Advances in Water Resources.

Policy tree optimization for threshold-based water resources management over multiple timescales

Matteo Giuliani, Jonathan D. Herman, M. Giuliani, 2018, Environ. Model. Softw..

Policy tree optimization for adaptive management of water resources systems

Matteo Giuliani, Jonathan D. Herman, 2016 .

Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty

Andrea Castelletti, Matteo Giuliani, Jonathan D. Herman, 2018, IEEE Transactions on Control Systems Technology.

Diagnostic Assessment of Preference Constraints for Simulation Optimization in Water Resources

Joseph R. Kasprzyk, Jonathan D. Herman, William J. Raseman, 2018 .

How should robustness be defined for water systems planning under change

Jonathan D. Herman, Patrick M. Reed, Gregory W. Characklis, 2015 .

Detecting early warning signals of long-term water supply vulnerability using machine learning

Jonathan Cohen, Jonathan D. Herman, Bethany Robinson, 2020, Environ. Model. Softw..

A framework for testing dynamic classification of vulnerable scenarios in ensemble water supply projections

Jonathan D. Herman, Bethany Robinson, 2018, Climatic Change.

Bootstrap aggregation and cross‐validation methods to reduce overfitting in reservoir control policy search

Jonathan D. Herman, Scott Steinschneider, Zachary P. Brodeur, 2020 .

An open source framework for many-objective robust decision making

Patrick M. Reed, Jonathan D. Herman, Klaus Keller, 2015, Environ. Model. Softw..

An open-source Python implementation of California's hydroeconomic optimization model

Jay R. Lund, Jonathan D. Herman, Josué Medellín-Azuara, 2018, Environ. Model. Softw..

Evolutionary multiobjective optimization in water resources: The past, present, and future

Joseph R. Kasprzyk, Jonathan D. Herman, Patrick M. Reed, 2012 .

How Do Severe Constraints Affect the Search Ability of Multiobjective Evolutionary Algorithms in Water Resources

Joseph R. Kasprzyk, Jonathan D. Herman, William J. Raseman, 2015 .

Many‐objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2014 .

How well can adaptive planning thresholds classify long-term water supply vulnerabilities in the Western U.S.?

Jonathan D. Herman, Bethany Robinson, 2018 .

What Is Robustness?: Problem Framing Challenges for Water Systems Planning Under Change

Jonathan D. Herman, Patrick M. Reed, Gregory W. Characklis, 2014 .

A Demonstration of Many Objective Robust Decision Making using OpenMORDM

Jonathan D. Herman, Patrick M. Reed, Klaus Keller, 2016 .

Technical Note: Method of Morris effectively reduces the computational demands of global sensitivity analysis for distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

SALib: An open-source Python library for Sensitivity Analysis

Will Usher, Jonathan D. Herman, W. Usher, 2017, J. Open Source Softw..

Scalable multi-objective control for large scale water resources systems under uncertainty

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2016 .

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

Andrea Castelletti, Matteo Giuliani, Jonathan D. Herman, 2016 .

Low cost satellite constellations for nearly continuous global coverage

Patrick M. Reed, Jonathan D. Herman, Matthew P. Ferringer, 2020, Nature Communications.

Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty

Matteo Giuliani, Jonathan D. Herman, Sarah Marie Fletcher, 2020, Water Resources Research.

Adaptive water infrastructure planning for nonstationary hydrology

Jay R. Lund, Jonathan D. Herman, Kaveh Madani, 2018, Advances in Water Resources.

Graphical User Interface for the California Food-Energy-Water System (CALFEWS) simulation model

Patrick M. Reed, Jonathan D. Herman, Josué Medellín-Azuara, 2021 .

A policy tree optimization approach to dynamic adaptation under climate uncertainty

Jonathan D. Herman, Jonathan S. Cohen, 2021 .

How do the properties of training scenarios influence the robustness of reservoir operating policies to climate uncertainty?

Jonathan D. Herman, Harrison B. Zeff, Jonathan S. Cohen, 2021, Environ. Model. Softw..

California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley

Patrick M. Reed, Jonathan D. Herman, Josué Medellín-Azuara, 2021, Environ. Model. Softw..

Leveraging unsupervised learning for optimizing the number of sub-grid tiles for land surface modeling over the Contiguous United States

Jonathan D. Herman, Nathaniel W. Chaney, Laura Torres-Rojas, 2021 .

Deriving global parameter estimates for the Noah land surface model using FLUXNET and machine learning

Eric F. Wood, Jonathan D. Herman, Nathaniel W. Chaney, 2016 .

POLARIS Soil Properties: 30‐m Probabilistic Maps of Soil Properties Over the Contiguous United States

Eric F. Wood, Budiman Minasny, Jonathan D. Herman, 2019, Water Resources Research.

From maps to movies: High-resolution time-varying sensitivity analysis for spatially distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Time‐varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Cooperative drought adaptation: Integrating infrastructure development, conservation, and water transfers into adaptive policy pathways

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

Flood and drought hydrologic monitoring: the role of model parameter uncertainty

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .

Environmental hedging: A theory and method for reconciling reservoir operations for downstream ecology and water supply

Jay R. Lund, Jonathan D. Herman, Peter B. Moyle, 2017 .

Reducing regional drought vulnerabilities and multi-city robustness conflicts using many-objective optimization under deep uncertainty

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

A critical evaluation of unconventional gas recovery from the marcellus shale, northeastern United States

Jonathan D. Herman, Derek Elsworth, Dae Sung Lee, 2010 .

Synthetic Drought Scenario Generation to Support Bottom-Up Water Supply Vulnerability Assessments

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2016 .

Internationally coordinated multi-mission planning is now critical to sustain the space-based rainfall observations needed for managing floods globally

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .