IN43C:
FAIR Data Is Not Enough: Communicating Data Quality and Making Analytical Code FAIR Posters


Submit an Abstract to this Session


Session ID#: 56918

Session Description:
Regardless of the scientific discipline, a fundamental characteristic of science is the exploration of truth, which implies transparency of methods of analysis and interpretation as well as understanding imperfections in data to arrive at sound conclusions. Fundamental to such understanding is conveying accurate and rich information about the observations, analytical source code, outputs, and scientific findings.

 

Source code used in data analysis, like the data themselves, needs to be Findable, Accessible, Interoperable and Reusable (FAIR): it also needs to be properly versioned, curated and archived to ensure research outcomes can be validated.

 

This session seeks to explore community best practices, challenges, cost, benefits, and recommendations for how conveying uncertainty information can be made more consistent across multiple Earth science domains and how to manage, cite, discover, and share software source code.

Primary Convener:  David F Moroni, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States
Conveners:  Corinna Gries, University of Wisconsin Madison, Madison, WI, United States, Jens F Klump, CSIRO Earth Science Resource Engineering, Perth, Australia and Shelley Stall, American Geophysical Union, Open Science Leadership, Washington, DC, United States
Primary Liaison:  David F Moroni, NASA Jet Propulsion Laboratory, Pasadena, United States
Chairs:  Jens F Klump, CSIRO Earth Science Resource Engineering, Perth, Australia and Hampapuram Ramapriyan, NASA Goddard Space Flight Cent, Greenbelt, United States
OSPA Liaison:  Shelley Stall, American Geophysical Union, Open Science Leadership, Washington, DC, United States

Cross-Listed:
  • A - Atmospheric Sciences
  • C - Cryosphere
  • GC - Global Environmental Change
  • OS - Ocean Sciences
Index Terms:

0520 Data analysis: algorithms and implementation [COMPUTATIONAL GEOPHYSICS]
1904 Community standards [INFORMATICS]
1976 Software tools and services [INFORMATICS]
1978 Software re-use [INFORMATICS]

Abstracts Submitted to this Session:

What role should a domain-specific repository play in treating code as a first class research product? (418219)
Mathew Biddle1, Adam Shepherd2, Danie Kinkade3, Hannah Ake4, Nancy J Copley5, Shannon Rauch6, Mak A Saito7, Peter H Wiebe4 and Amber York4, (1)Woods Hole Oceanographic Institution, Woods Hole, United States, (2)Woods Hole Oceangraphic Inst, Marine Chemistry and Geochemistry, Woods Hole, United States, (3)Woods Hole Oceanographic Inst, Woods Hole, United States, (4)Woods Hole Oceanographic Institution, Woods Hole, MA, United States, (5)Woods Hole Oceanographic Inst, Woods Hole, MA, United States, (6)WHOI, Woods Hole, United States, (7)Woods Hole Oceanographic Institution, Marine Chemistry and Geochemistry, Woods Hole, MA, United States
Scientific Software Solution Centre for Discovering, Sharing and Reusing Research Software (459873)
Geoffrey Squire, CSIRO Data 61, Canberra, Australia, Mingfang Wu, Monash University, Melbourne, Australia, Carsten Friedrich, CSIRO Canberra, Canberra, ACT, Australia, Lesley A Wyborn, Australian National University, Canberra, Australia, Jens F Klump, CSIRO Mineral Resources, Perth, Australia and Ryan Fraser, CSIRO, Kensington, WA, Australia
Reproducibly built, tested and interoperable software for the Earth-system community: The CSDMS Bakery and PyMT (463278)
Eric Hutton, Community Surface Dynamics Modeling System, Boulder, United States and Mark Piper, University of Colorado Boulder, INSTAAR, Boulder, CO, United States
Discoverable, Accessible, Documented, Reusable, Interoperable: the Imperative to Publish Code in Modern Science (399515)
C Michael Barton1, Allen Lee1, Marco Janssen2, Calvin Pritchard3 and Kenneth Buetow4, (1)Arizona State University, Tempe, AZ, United States, (2)Arizona State University, Sustainability, Tempe, AZ, United States, (3)Inuvialuit Regional Corporation, Inuvik, Canada, (4)Arizona State University, School of Life Sciences, Tempe, AZ, United States
The Information Management Code Repository (IMCR): Promoting Code Reusability (419067)
Kristin Vanderbilt, University of New Mexico, Albuquerque, NM, United States and Colin Smith, University of Wisconsin Madison, Madison, WI, United States
A Decade+ of Open Software Practice at CIG (419977)
Lorraine Hwang, University of California Davis, Davis, CA, United States and Louise H Kellogg, University of California - Davis, Earth and Planetary Sciences, Davis, CA, United States
Are Current Metadata Ready for the FORCE11 Software Citation Guidelines? (420199)
Ted Habermann, The HDF Group, Champaign, IL, United States
Software Citation with Fine Granularity: The g.citation Module for GRASS GIS (443741)
Vaclav Petras, North Carolina State University Raleigh, Raleigh, NC, United States, Peter Loewe, DIW Berlin Deutsches Institut für Wirtschaftsforschung e.V., German Institute for Economic Research, Berlin, Germany, Markus Neteler, mundialis GmbH & Co. KG, Bonn, Germany and Helena Mitasova, North Carolina State University, Department of Marine, Earth, and Atmospheric Sciences, Raleigh, NC, United States
Dynamically Weighted Hybrid Gain Data Assimilation: Perfect Model Experiments. (392009)
Helena Barbieri de Azevedo, Université Catholique de Louvain, Earth and Life Institute, Louvain-La-Neuve, Belgium, Luis Goncalves, CPTEC/INPE, Cachoeira Paulista, Brazil, Eugenia Kalnay, University of Maryland College Park, Department of Atmospheric and Oceanic Science, College Park, MD, United States and Matthew Wespetal, University of Maryland, DAOS, College Park, United States
Interactive Visualization of 3D Coordinate Uncertainties in Terrestrial Laser Scanning Point Clouds (446891)
Matt Sean O'Banion1, Michael J Olsen2, Christopher E Parrish2, Michael Bailey3 and William C Wright1, (1)US Military Academy, Geography and Environmental Engineering, West Point, NY, United States, (2)Oregon State University, School of Civil and Construction Engineering, Corvallis, OR, United States, (3)Oregon State University, Electrical Engineering and Computer Science, Corvallis, OR, United States
The Impact on Quality and Uncertainty of Regridding Diverse Earth Science Data for Integrative Analysis (453547)
Michael Lee Rilee, Rilee Systems Technologies, Derwood, MD, United States and Kwo-Sen Kuo, NASA Goddard SFC, Greenbelt, MD, United States
Communicating and Visualizing Uncertainty by Dynamic Implicit Modeling: A Case in Mineral Resources Assessment (376076)
Peter Achtziger-Zupančič1, Liang Yang2, Francky Fouedjio3, Tyler Hall4 and Jef Caers4, (1)Stanford University, Stanford, CA, United States, (2)Stanford University, Geological Sciences, Stanford, CA, United States, (3)CSIRO Mineral Resources, Perth, WA, Australia, (4)Stanford University, Earth and Planetary Sciences, Stanford, United States
Ecological Sensor Data Quality Assessed Using Observational Data and Combined Uncertainties (459345)
Guy Litt1, Janae Lynn Csavina1, Joshua A Roberti2 and Jesse Vance3, (1)Battelle, National Ecological Observatory Network, Boulder, United States, (2)National Ecological Observatory Network, Boulder, CO, United States, (3)Ebb Carbon, Oceanography, MRV, South San Francisco, United States
NEON’s Uncertainty Pipeline – Approach and Lessons Learned (411932)
Janae Lynn Csavina1, Joshua A Roberti1, Cove Sturtevant2 and Guy Litt3, (1)National Ecological Observatory Network, Boulder, CO, United States, (2)University of California Berkeley, Berkeley, United States, (3)University of Wyoming, Laramie, WY, United States
Data Quality Recommendations for Data Producers and Distributors: Outcomes from the NASA ESDSWG Data Quality Working Group (413510)
Yaxing Wei, Oak Ridge National Laboratory, Oak Ridge, TN, United States, David F Moroni, NASA Jet Propulsion Laboratory, Pasadena, United States, Hampapuram Ramapriyan, NASA Goddard Space Flight Center, Greenbelt, United States, Donna J. Scott, University of Colorado at Boulder, National Snow and Ice Data Center, Boulder, CO, United States, Robert R Downs, Columbia University of New York, Center for International Earth Science Information Network (CIESIN), Palisades, United States and Zhong Liu, NASA Goddard Space Flight Center, Greenbelt, MD, United States

See more of: Earth and Space Science Informatics