Christopher D. Wirz

NSF National Center for Atmospheric Research — United States

Social Sciences · Social Sciences

16h-index1.1kcitations47works2.92yr avg
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Research Topics

Climate Change Communication and Perception(14), Explainable Artificial Intelligence (XAI)(7), Misinformation and Its Impacts(6), Genetically Modified Organisms Research(6), Risk Perception and Management(6)

Publications47 total

Interview Materials for Assessing Trust and Use of Machine Learning Predictive Information During Cold-Stunning Events in Southern Texas
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Interview Materials for Assessing Trust and Use of Machine Learning Predictive Information During Cold-Stunning Events in Southern Texas
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
arXiv (Cornell University)·2025Open Access
Southeastern U.S. Residents’ Perceptions and Responses to Evolving Probabilistic Tornado Forecasts and Warnings
Weather and Forecasting·2025Open Access
Machine Learning Detection of Road Surface Conditions: A Generalizable Model using Traffic Cameras and Weather Data
ArXiv.org·2025Open Access
The UCAR Africa Initiative: Recent insights, challenges, and opportunities to foster collaborative research for environmental sustainability
Bulletin of the American Meteorological Society·2025· 1 cited
From Observation to Action: Enhancing Forecasting Capabilities over Lake Victoria Through Radar Analysis and Regional Collaboration
2025Open Access
Quantitative Content Analysis Data for Hand Labeling Road Surface Conditions in New York State Department of Transportation Camera Images
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
(Re)Conceptualizing trustworthy AI: A foundation for change
Artificial Intelligence·2025· 8 citedOpen Access
Factors influencing underrepresented geoscientists' decisions to accept or decline faculty job offers in the US
Communications Earth & Environment·2025· 1 citedOpen Access
National Weather Service (NWS) Forecasters’ Perceptions of AI/ML and Its Use in Operational Forecasting
Bulletin of the American Meteorological Society·2024· 4 citedOpen Access
Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications
Artificial Intelligence for the Earth Systems·2024· 16 citedOpen Access
Exploring NWS Forecasters’ Assessment of AI Guidance Trustworthiness
Weather and Forecasting·2024· 7 cited
Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods
Earth and Space Science·2024· 5 citedOpen Access
The value of convergence research for developing trustworthy AI for weather, climate, and ocean hazards
npj natural hazards.·2024· 9 citedOpen Access
Factors influencing underrepresented geoscientists' decisions to accept or decline faculty job offers
2024Open Access
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography
AI Magazine·2024· 1 citedOpen Access
An empirical analysis of factors influencing underrepresented geoscientists' decisions to accept or decline faculty job offers
2024Open Access
Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences
Risk Analysis·2023· 45 citedOpen Access
Garbage in, garbage out: mitigating risks and maximizing benefits of AI in research
Nature·2023· 58 citedOpen Access
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Frequent Co-authors

Dominique Brossard(15), Mariana G. Cains(12), Dietram A. Scheufele(11), Julie L. Demuth(11), Michael A. Xenos(10), David John Gagne(10), Ann Bostrom(8), Amy McGovern(7), Emily L. Howell(6), Vanessa Przybylo(6), Jacob T. Radford(6), Carly Sutter(5), John S. Schreck(5), Charles Becker(5), William E. Chapman(5), Gabrielle Gantos(5), Eliot Kim(5), Dhamma Kimpara(5), Thomas P. Martin(5), Jacob Radford(5)