Member Since 2015
Shelley Stall
Vice President, Open Science Leadership, American Geophysical Union
AGU Research
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Garbage In, Garbage Out: Mitigating the Ethical Risks of Artificial Intelligence and Machine Learning
ACCELERATING TRUSTWORTHY AND RESPONSIBLE AI IN EARTH AND SPACE SCIENCES THROUGH THE LENS OF DATA II POSTER
informatics | 11 december 2024
Shelley Stall
Artificial intelligence (AI) and machine learning (ML) are enabling advances in understanding the Earth and its systems at all scales and are increasi...
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Connecting Data, Software, and Peer-Reviewed Publications: a Publisher Case Study
ENHANCING RESEARCH AND CLIMATE CHANGE ASSESSMENTS THROUGH OPEN DATA, FAIR PRINCIPLES, PERSISTENT IDENTIFIER INTERCONNECTIONS, AND FUNDER MANDATES I POSTER
informatics | 10 december 2024
Kristina T. Vrouwenvelder, Shelley Stall, Matthew ...
In support of a growing push in the Earth and space science community to elevate the importance of research outputs beyond the peer-reviewed paper, ma...
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Trusted Data Repositories: Essential Community Resources Disciplinary and Interdisciplinary Research
COLLABORATIVELY ADVANCING TRUST IN DATA REPOSITORIES AND INTEGRATED INFRASTRUCTURE TO ENABLE INTERDISCIPLINARY RESEARCH, APPLICATIONS, AND USES OF OPEN DATA II ORAL
informatics | 09 december 2024
Shelley Stall, Kristina T. Vrouwenvelder, Brian Se...
Earth and space science data are a world heritage is the first phrase of AGUs Position Statement on Data. These data are at the heart of our research ...
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Progress on Notebooks Now!: A Comprehensive Peer-reviewed Publishing Workflow for Computational Notebooks that Integrates Text With Code as a New Format Contribution to the Scientific Record
STREAMLINING AND IMPROVING PUBLICATION TRANSPARENCY IN THE NATURAL SCIENCES ORAL
union sessions | 09 december 2024
Brian Sedora, Shelley Stall, Matthew Giampoala, Mi...
Notebooks Now! is a community-driven effort led by AGU to develop an end-to-end scholarly publishing workflow that will allow for the submission, peer...
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Ethical and Responsible Use of AI/ML in the Earth, Space, and Environmental Sciences: New Community Recommendations
AI MODELS IN EARTH SCIENCE II ORAL
informatics | 15 december 2023
Kristina T. Vrouwenvelder, Shelley Stall, Brooks H...
With the exponentially-increasing use of AI models in Earth and space science research, researchers, institutions, and policymakers must consider how ...
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Complex Data Citation of high-volume Climate Model Data
FOSTERING WIDE-OPEN SCIENCE BY IMPROVING COLLABORATION, INNOVATION, ATTRIBUTION, IDENTITY, AND ETHICS IN DATA REPOSITORIES AND DATA (RE)PUBLICATION II ORAL
informatics | 14 december 2023
Martina Stockhause, Deb Agarwal, Shelley Stall, Le...
Within the climate modeling community, the complex citation issue has been discussed for a decade in the context of research traceability and data cit...
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Revolutionizing Scholarly Publishing: A Comprehensive Workflow for the Submission, Review, and Publication of Computational Notebooks as Primary Elements of the Scientific Record
ACCELERATING SCIENCE: THE CONVERGENCE OF INCLUSIVE COMPUTATIONAL RESOURCES, CLOUD-OPTIMIZED DATA, OPEN-SOURCE TOOLS, AND OPEN COLLABORATIVE COMMUNITIES I ORAL
informatics | 12 december 2023
Brian Sedora, Shelley Stall, Matthew Giampoala, Mi...
Computational notebooks are increasingly being used by researchers to combine interactive elements, data, and software together with text narratives t...
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Notebooks Now! The Future of Reproducible Research
EARTH AND SPACE SCIENCE
06 december 2023
Graziella Caprarelli, Brian Sedora, Mia Ricci, She...
In this paper, we introduce a new ambitious project led by AGU in collaboration with Wiley and Curvenote and a team of geoscientists, computer and ...