[1] Steve Ansari, Stephen Del Greco, Edward Kearns, Otis Brown, Scott Wilkins, Mohan Ramamurthy, Jeff Weber, Ryan May, Jed Sundwall, Jeff Layton, et al. Unlocking the potential of nexrad data through noaa’s big data partnership. Bulletin of the American Meteorological Society, 99(1):189--204, 2018. [ bib ]
[2] S. Arms and J Chastang. Student python workshop for the 101st ams annual meeting. In 101st AMS Annual Meeting, New Orleans, Louisiana, USA, Jan. 12-16 2021. [ bib | .html ]
[3] S. Arms, J. Chastang, M. Grover, J. Thielen, and M. Wilson. Student python workshop for the 100th ams annual meeting. In 100th AMS Annual Meeting, Boston, Massachusetts, USA, Jan. 12-16 2020. [ bib | .html ]
[4] S. Arms, J. Chastang, M. Grover, J. Thielen, M. Wilson, and D. Dirks. Introducing students to scientific python for atmospheric science. Bulletin of the American Meteorological Society, 101(9):E1492–E1496, 9 2020. [ bib | DOI | http ]
[5] D. Camron, N. Corbin, R. M. May, and J Chastang. Student python workshop for the 102nd ams annual meeting. In 102nd AMS Annual Meeting, Houston, Texas, USA, Jan. 23-27 2022. American Meteorological Society. [ bib | http ]
[6] J. Chastang. Unidata ldm docker container. https://github.com/Unidata/ldm-docker/, 2016. [ bib | http ]
[7] J. Chastang. Unidata science gateway. https://github.com/Unidata/science-gateway/, 2017. [ bib | DOI | http ]
[8] J. Chastang. Unidata science gateway jupyterhub. In ESIP Summer Meeting 2018, Tucson, AZ USA, 7 2018. Earth Science Information Partners. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[9] J. Chastang. Deploying a Unidata JupyterHub on the NSF Jetstream cloud, lessons learned and challenges going forward. In ESIP Summer Meeting 2019, Tacoma, Washington, USA, 7 2019. Earth Science Information Partners. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
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[12] J. Chastang, N. Corbin, E. Davis, B. Espinoza, and T. Vance. Unidata Science Gateway Reimagined: Unifying Access to Educational and Research Resources. In Gateways 2022, San Diego, California, USA, Oct. 18-20 2022. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[13] J. Chastang, D. J. Delene, W. J. Flynn, K. H. Goebbert, and J. T. Potemra. Assisting university earth science programs transition to online learning with computational notebooks. In 30th Conference on Education at the 101st AMS annual meeting, New Orleans, Louisiana, USA, Jan. 12-16 2021. [ bib | DOI | http ]
[14] J. Chastang and A. Espinoza. Advancing Atmospheric Science Education: Customized PyAOS JupyterHubs via the Unidata Science Gateway. In Proceedings, 40th Conference on Environmental Information Processing Technologies, 104th AMS Annual Meeting, Baltimore, Maryland, USA, 28 Jan.--1 Feb. 2024. American Meteorological Society. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[15] J. Chastang, A. Espinoza, and M. Ramamurthy. Unidata Science Gateway: Past, Present, and Future Plans. In Proceedings, 39th Conference on Environmental Information Processing Technologies, 103rd AMS Annual Meeting, Denver, Colorado, USA, Jan. 8-12 2023. American Meteorological Society. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[16] J. Chastang, W. Fisher, and S. Arms. Unicloud: Docker use at unidata. In Proceedings, 32nd Conference on Environmental Information Processing Technologies, 96th AMS Annual Meeting, New Orleans, LA, 1 2016. American Meteorological Society. See also http://unidata.github.io/Unidata-Dockerfiles/index.html. [ bib | .html ]
Keywords: UPC
[17] J. Chastang and K. Maull. Unidata partners with ucar soars program to help protégés and their mentors with atmospheric science internships. In Proceedings, Third Symposium on Diversity, Equity, and Inclusion, 102nd AMS Annual Meeting, Houston, Texas, USA, Jan. 23-27 2022. American Meteorological Society. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[18] J. Chastang and M. K. Ramamurthy. Unidata science gateway on the XSEDE Jetstream cloud. In Gateways 2017, Ann Arbor, Michigan, USA, Oct. 25-25 2017. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[19] J. Chastang and M. K. Ramamurthy. A cloud-based science gateway for the geoscience community. In OGC TC/PC Meetings, Fort Collins, Colorado, USA, Jun.  4-8 2018. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[20] J. Chastang and R. Signell. Met/ocean modeling workflows on XSEDE via HPC & cloud. In ESIP Summer Meeting 2017, Bloomington, IN USA, 7 2017. Earth Science Information Partners. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[21] J. Chastang, R. Signell, and J. L. Fischer. Reducing time to science: Unidata and JupyterHub technology using the Jetstream cloud. In 2017 AGU Fall Meeting, New Orleans, Louisiana, USA, Dec. 11-15 2017. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[22] J. Chastang, R. Signell, and J. L. Fischer. A Unidata JupyterHub server: An online PyAOS resource for students and educators. In 98th AMS Annual Meeting, Austin, Texas, USA, Jan. 22-26 2018. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[23] J. Chastang, T. Yoksas, and M. K. Ramamurthy. Geoscientific data distribution in the XSEDE Jetstream cloud. In Proceedings, 33nd Conference on Environmental Information Processing Technologies, 97th AMS Annual Meeting, Seattle, WA USA, 1 2017. American Meteorological Society. See also https://science-gateway.unidata.ucar.edu. [ bib | .html ]
[24] Julien Chastang. Demonstration of unidata science gateway, 4 2020. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[25] Douglas Dirks. Notre dame of maryland university test drives unidata science gateway jupyterhub, Feb 2020. [ bib | http ]
[26] Douglas Dirks. Ucar mentorship and remote computing resources boost remote research for soars student, Oct 2020. [ bib | http ]
[27] Douglas Dirks. Unidata science gateway jupyterhubs are helping u.s. naval academy faculty learn python, Feb 2020. [ bib | http ]
[28] A. Espinoza, J. Chastang, and W. G. Blumberg. Deploying an Educational JupyterHub for Exploratory Data Analysis, Visualization, and Running Idealized Weather Models on the Jetstream2 Cloud. In Gateways 2023, Pittsburgh, PA, USA, 30 Oct.--1 Nov. 2023. [ bib ]
[29] B. Espinoza, J. Chastang, J. Weber, D. Dye, and P. Romine. Democratizing Access to Atmospheric Modeling with WRF employing NSF Cloud Computing Resources. In Gateways 2022, San Diego, California, USA, Oct. 18-20 2022. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[30] David Y Hancock, Jeremy Fischer, John Michael Lowe, Winona Snapp-Childs, Marlon Pierce, Suresh Marru, J Eric Coulter, Matthew Vaughn, Brian Beck, Nirav Merchant, et al. Jetstream2: Accelerating cloud computing via jetstream. In Practice and Experience in Advanced Research Computing, pages 1--8. 2021. [ bib ]
[31] Thomas Kluyver, Benjamin Ragan-Kelley, Fernando Pérez, Brian Granger, Matthias Bussonnier, Jonathan Frederic, Kyle Kelley, Jessica Hamrick, Jason Grout, Sylvain Corlay, Paul Ivanov, Damián Avila, Safia Abdalla, and Carol Willing. Jupyter notebooks -- a publishing format for reproducible computational workflows. In F. Loizides and B. Schmidt, editors, Positioning and Power in Academic Publishing: Players, Agents and Agendas, pages 87--90. IOS Press, 2016. [ bib ]
[32] T. C. Meyer and S. Carter. Unidata awips update. In Proceedings, 101st AMS Annual Meeting, New Orleans, Louisiana, USA, Jan. 12-16 2021. [ bib | http ]
[33] T. C. Meyer, S. Carter, and N. Corbin. Unidata awips update. In Proceedings, 102nd AMS Annual Meeting, Houston, Texas, USA, Jan. 23-27 2022. American Meteorological Society. [ bib | http ]
[34] T. C. Meyer, S. Carter, and N. Corbin. Unidata AWIPS Hosted in the Cloud . In Proceedings, 39th Conference on Environmental Information Processing Technologies, 103rd AMS Annual Meeting, Denver, Colorado, USA, Jan. 8-12 2023. American Meteorological Society. [ bib | http ]
[35] Jeffrey Perkel. Why jupyter is data scientists' computational notebook of choice. Nature, 563:145--146, 11 2018. [ bib | DOI ]
[36] M. Ramamurthy and J. Chastang. The use of the Unidata Science Gateway as a cyberinfrastructure resource to facilitate education and research during COVID-19. In EGU General Assembly 2022, Vienna, Austria, May 23-27 2022. See also https://science-gateway.unidata.ucar.edu. [ bib | .html ]
[37] M. Ramamurthy, J. Chastang, and A. Espinoza. Unidata Science Gateway: A research infrastructure to advance research and education in the Earth System Sciences. In 15th International Workshop on Science Gateways, Tübingen, Germany, Jun. 13-15 2023. See also https://science-gateway.unidata.ucar.edu. [ bib ]
[38] M. Ramamurthy, J. Chastang, and A. Espinoza. Unidata Science Gateway: A research infrastructure to advance research and education in the Earth System Sciences. In EGU General Assembly 2023, Vienna, Austria, Apr. 23-28 2023. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[39] M. K. Ramamurthy. Unidata 2018: Transforming geoscience through innovative data services. Technical report, Unidata Program Center, UCAR Community Programs, University Corporation for Atmospheric Research, 3300 Mitchell Ln, Boulder, CO 80301 USA, 10 2013. [ bib | .pdf ]
[40] M. K. Ramamurthy. A cloud-based science gateway for the geoscience community. In ESIP Summer Meeting 2018, Tucson, AZ USA, 7 2018. Earth Science Information Partners. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[41] M. K. Ramamurthy. Unidata: Next-generation data services and workflows to advance geoscience research and education. Technical report, Unidata Program Center, UCAR Community Programs, University Corporation for Atmospheric Research, 3300 Mitchell Ln, Boulder, CO 80301 USA, 4 2019. [ bib | .pdf ]
[42] M. K. Ramamurthy and J. Chastang. A cloud-based science gateway for the geoscience community with end-to-end workflows on the Jetstream cloud system. In 2018 EGU Spring Meeting, Vienna, Austria, Apr.  8-13 2018. See also https://science-gateway.unidata.ucar.edu. [ bib ]
[43] M. K. Ramamurthy and J. Chastang. A cloud-based science gateway for the geoscience community with end-to-end workflows on the Jetstream cloud system. In IWSG 2018 - 10th International Workshop on Science Gateways, Edinburgh, Scotland, Jun.  13-15 2018. See also https://science-gateway.unidata.ucar.edu. [ bib ]
[44] M. K. Ramamurthy and J. Chastang. Unidata: A cloud-based science gateway for the atmospheric sciences. In Gateways 2018, Austin, Texas, USA, Sept.  25-27 2018. See also https://science-gateway.unidata.ucar.edu. [ bib ]
[45] M. K. Ramamurthy and J. Chastang. A cloud-based science gateway for enabling open and reproducible science. In 99th AMS Annual Meeting, Phoenix, Arizona, USA, Jan. 6-10 2019. [ bib | http ]
[46] M. K. Ramamurthy and J. Chastang. The use of the unidata science gateway as a resource for facilitating education and research during covid. In 2021 AGU Fall Meeting, New Orleans, Louisiana, USA, Dec. 13-17 2021. See also https://science-gateway.unidata.ucar.edu. [ bib ]
[47] M. K. Ramamurthy and J. Chastang. The use of the unidata science gateway as a resource for facilitating education and research during covid-19. In 17th IEEE eScience 2021, Innsbruck, Austria, Sept. 20-23 2021. [ bib | DOI | http ]
[48] M. K. Ramamurthy, J. Chastang, R. M. May, and M. James. Unidata and data-proximate analysis and visualization in the cloud. In ESIP Summer Meeting 2017, Bloomington, Indiana, USA, 7 2017. Earth Science Information Partners. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
[49] S. Sarajlic, J. Chastang, S. Marru, J. Fischer, and M. Lowe. Scaling jupyterhub using kubernetes on jetstream cloud: Platform as a service for research and educational initiatives in the atmospheric sciences. In Proceedings of the Practice and Experience on Advanced Research Computing, PEARC ’18, New York, NY, USA, 2018. Association for Computing Machinery. Recipient of Best Poster Award. [ bib | DOI | http ]
Keywords: OpenStack, JupyterHub, Kubernetes, Cloud Computing, Workforce Development, Unidata, Magnum
[50] Craig A. Stewart, Timothy M. Cockerill, Ian Foster, David Hancock, Nirav Merchant, Edwin Skidmore, Daniel Stanzione, James Taylor, Steven Tuecke, George Turner, Matthew Vaughn, and Niall I. Gaffney. Jetstream: A self-provisioned, scalable science and engineering cloud environment. In Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, XSEDE '15, pages 29:1--29:8, New York, New York, USA, 2015. ACM. [ bib | DOI | http ]
Keywords: atmosphere, big data, cloud computing, long tail of science
[51] John Towns, Timothy Cockerill, Maytal Dahan, Ian Foster, Kelly Gaither, Andrew Grimshaw, Victor Hazlewood, Scott Lathrop, Dave Lifka, Gregory D. Peterson, Ralph Roskies, J. Ray Scott, and Nancy Wilkins-Diehr. XSEDE: Accelerating scientific discovery. Computing in Science & Engineering, 16(5):62--74, 2014. [ bib | DOI ]
[52] J. Weber, D. Dye, and P. Romine. A Network System for Environmental Monitoring, Data Sovereignty and Data Governance on Tribal Lands. In 39th Conference on Environmental Information Processing Technologies, 103rd AMS Annual Meeting, Denver, Colorado, USA, Jan. 8-12 2023. American Meteorological Society. [ bib | http ]
[53] K. Wilcox and J. Chastang. Unidata thredds docker container. https://github.com/Unidata/thredds-docker/, 2015. [ bib | http ]
[54] Nancy Wilkins-Diehr, Sergiu Sanielevici, Jay Alameda, John Cazes, Lonnie Crosby, Marlon Pierce, and Ralph Roskies. An overview of the XSEDE extended collaborative support program, volume 595 of Communications in Computer and Information Science, pages 3--13. Springer Verlag, Germany, 2016. [ bib | DOI ]
The Extreme Science and Engineering Discovery Environment (XSEDE) is a flagship cyberinfrastructure project funded by the US National Science Foundation (NSF). XSEDE’s Extended Collaborative Support Services (ECSS) program is a significant component of the XSEDE effort, dedicated to extended engagements with our user community which transform their research. We describe the organization, operation and some highlights of the program in this submission.
[55] Tyler Wixtrom. Vertical coordinate interpolation. Technical report, Unidata Program Center, UCAR Community Programs, University Corporation for Atmospheric Research, 3300 Mitchell Ln, Boulder, CO 80301 USA, 8 2017. [ bib | .pdf ]
[56] A. Zonca. Deploy jupyterhub on top of kubernetes on jetstream, 2017. [ bib | http ]
[57] A. Zonca. Jetstream kubespray: Deploy a production ready kubernetes cluster, 2018. [ bib | http ]
[58] A. Zonca and J. Chastang. Distributed computing on the cloud for science gateways with dask. In Mini Gateways 2022, Online, Apr. 5-7 2022. See also https://youtu.be/6S1_T3se828. [ bib | DOI | http ]
[59] A. Zonca, R. P. Signell, J. Chastang, J. Fischer, J. M. Lowe, and R. S. Sinkovits. Deploy kubernetes and jupyterhub on xsede jetstream. In Gateways 2020 Proceedings, Oct. 19-23 2020. See also https://science-gateway.unidata.ucar.edu. [ bib | DOI | http ]
Keywords: OpenStack, JupyterHub, Kubernetes, Cloud Computing, Unidata, Magnum