Bibliography#

Catalyst Publications#

Data, software, and analyses that we have published for public use. We self-archive all of our publications and the input data for PUDL in the Catalyst Cooperative Zenodo Community.

  1. Catalyst Cooperative Zenodo Data Archives. 2026. URL: https://zenodo.org/communities/catalyst-cooperative/.

  2. Zach Schira, Zane Selvans, Dazhong Xia, E. Belfer, Jan Rous, and Bennett Norman. Catalyst-cooperative/ferc-xbrl-extractor: v1.8.0. December 2025. Published: GitHub repository archived on Zenodo. URL: https://doi.org/10.5281/zenodo.18079635, doi:10.5281/zenodo.18079635.

  3. Zane Selvans, Christina Gosnell, Steven Winter, Ethan Welty, Jan Rousik, Bennett Norman, Trenton Bush, Austen Sharpe, Zachary Schira, Katherine Lamb, Dazhong Xia, Ella Belfer, and Kathryn Mazaitis. Catalyst-cooperative/pudl: PUDL v2025.12.1. December 2025. Published: GitHub repository archived on Zenodo. URL: https://doi.org/10.5281/zenodo.3404014, doi:10.5281/zenodo.3404014.

  4. Zane A. Selvans, Christina M. Gosnell, Austen Sharpe, Steven Winter, Ethan Welty, Jan Rousik, Bennett Norman, Trenton Bush, Zach Schira, Katherine Lamb, Dazhong Xia, Ella Belfer, and Kathryn Mazaitis. PUDL Data Releases. 2025. Published: Dataset archived on Zenodo. URL: https://doi.org/10.5281/zenodo.3653158 (visited on 2026-01-02), doi:10.5281/zenodo.3653158.

  5. Katherine Lamb, Ella Belfer, Zane Selvans, Bennett Norman, Christina Gosnell, Dazhong Xia, Austen Sharpe, and Zach Schira. The Public Utility Data Liberation Project: Providing Open Data For a Clean Energy Transition. In 2024 56th North American Power Symposium (NAPS), 1–6. 2024. doi:10.1109/NAPS61145.2024.10741747.

  6. Zane Selvans. Open Data for an Open Energy Transition. February 2024. URL: https://doi.org/10.5281/zenodo.10723221, doi:10.5281/zenodo.10723221.

  7. Zane Selvans. Workplace Democracy, Open Data, and Open Source. May 2024. Version Number: v1. URL: https://doi.org/10.5281/zenodo.11402754, doi:10.5281/zenodo.11402754.

  8. Zane Selvans and Christina Gosnell. Distributing Power with Open Data. May 2021. URL: https://doi.org/10.5281/zenodo.4739560, doi:10.5281/zenodo.4739560.

  9. Zane Selvans. Public Utility Data Liberation. May 2019. Version Number: v0.1.0. URL: https://doi.org/10.5281/zenodo.2825635, doi:10.5281/zenodo.2825635.

Work Citing PUDL and other Catalyst Analyses#

Academic, policy, and industry publications that reference PUDL and analyses done by Catalyst Cooperative.

  1. Wei Ai, Vladimir Dvorkin, and Michael T. Craig. Economic Valuation and Optimal Deployment of Static Synchronous Series Compensators for U.S. Power System Expansion. 2026. _eprint: 2605.00734. URL: https://arxiv.org/abs/2605.00734.

  2. Michael James Bommarito. OpenMPSC: An Open Dataset of Michigan Public Service Commission Regulatory Proceedings. 2026. URL: https://ssrn.com/abstract=6684220.

  3. Michael Craig, Wei Ai, and Jacqueline Dowling. Resolving the Mechanism and Value of Hydrogen-Based Seasonal Flexibility. March 2026. ISSN: 2693-5015. URL: https://www.researchsquare.com/article/rs-8875261/v1 (visited on 2026-03-30), doi:10.21203/rs.3.rs-8875261/v1.

  4. Steven Dahlke. Power Plant Economics and Data Availability for the Energy Transition. Working Paper, Colorado Public Utilities Commission, SSRN, January 2026. URL: https://ssrn.com/abstract=6103410 (visited on 2026-03-30), doi:10.2139/ssrn.6103410.

  5. Kevin McCormack, Ethan Gallup, Palash Panja, Eric Edelman, Pratt Rogers, Kody Powell, and Brian McPherson. A Life Cycle Costing Approach of Potential Carbon Capture and Storage at the Hunter Unit 3 Coal-Fired Power Plant, Utah. Energies, 2026. URL: https://www.mdpi.com/1996-1073/19/9/2010, doi:10.3390/en19092010.

  6. Bridget Moynihan, Chirag Lala, Sarah Knuth, Kira McDonald, Dustin Mulvaney, and Batul Hassan. A New Era of Manufacturing for Public Good: The Case for the California Grid Manufacturing Initiative. Report, Climate and Community Institute, April 2026. URL: https://climateandcommunity.org/wp-content/uploads/2026/04/A-New-Era-of-Manufacturing-for-Public-Good-report-.pdf.

  7. Max Vanatta, Brian Sergi, Wesley Cole, Paul Denholm, and Trieu Mai. The past, present, and future of peaking thermal power plants in the United States. iScience, March 2026. URL: https://www.cell.com/iscience/abstract/S2589-0042(26)00261-0 (visited on 2026-03-30), doi:10.1016/j.isci.2026.114886.

  8. Fischer J. Espiritu Argosino and Christopher R. Knittel. Renewables and Electricity Affordability: Untangling Correlation from Causation. Working Paper 2025-22, MIT Center for Energy and Environmental Policy Research, December 2025. URL: https://ceepr.mit.edu/wp-content/uploads/2025/12/MIT-CEEPR-WP-2025-22.pdf (visited on 2026-03-30).

  9. Jesse Buchsbaum and Jenya Kahn-Lang. What’s happening to electricity affordability? in Five charts. Resources for the Future, August 2025. URL: https://www.resources.org/archives/whats-happening-to-electricity-affordability-in-five-charts/.

  10. Steve Cicala. Restructuring the Rate Base. AEA Papers and Proceedings, 115:363–68, May 2025. URL: https://www.aeaweb.org/articles?id=10.1257/pandp.20251112, doi:10.1257/pandp.20251112.

  11. Austyn Gaffney. Science Data May Soon Vanish From Government Websites. The New York Times, March 2025. URL: https://www.nytimes.com/2025/03/21/climate/government-websites-climate-environment-data.html.

  12. Gautam Gowrisankaran, Ashley Langer, and Wendan Zhang. Policy Uncertainty in the Market for Coal Electricity: The Case of Air Toxics Standards. Journal of Political Economy, 133(6):1757–1795, 2025. URL: https://doi.org/10.1086/734779, doi:10.1086/734779.

  13. Bavly Samy Helmy Hanna. Leveraging industry 4.0 enabled technologies to achieve UN sustainable development goals. PhD Thesis, University of Technology Sydney, 2025. URL: http://hdl.handle.net/10453/190581.

  14. Jacques Henno. Datas : la résistance s'organise face à la censure de Trump. Les Echos, May 2025. URL: https://www.lesechos.fr/idees-debats/sciences-prospective/datas-la-resistance-sorganise-face-a-la-censure-de-trump-2164763.

  15. Anna FL Jacobson. Structural Uncertainty in Energy Systems Models: Techniques for Mitigation and Impact Quantification. PhD Thesis, Princeton University, 2025. URL: http://arks.princeton.edu/ark:/88435/dsp01cv43p128p.

  16. Alida Johannsen and Sebastian Schwenen. Temperature Shocks, Cash Windfalls and Efficiency. July 2025. doi:10.2139/ssrn.5371960.

  17. Drew A. Kassel, Joshua D. Rhodes, and Michael E. Webber. A method to analyze the costs and emissions tradeoffs of connecting ERCOT to WECC. Applied Energy, 378:124732, 2025. URL: https://www.sciencedirect.com/science/article/pii/S0306261924021159, doi:10.1016/j.apenergy.2024.124732.

  18. Drew A. Kassel, Joshua Rhodes, and Dr. Michael E. Webber. A Method for Assessing Economic, Environmental, and Reliability Tradeoffs of Interregional Transmission Connecting ERCOT (the Texas Grid) to the Eastern and Western Grids. May 2025. _eprinttype: ssrn. doi:10.2139/ssrn.5258850.

  19. William D. Kenworthy, Curt Volkmann, and Boratha Tan. Direct Testimony and Exhibits of William D. Kenworthy, Curt Volkmann, and Boratha Tan on behalf of The Ecology Center, The Environmental Law & Policy Center, Union of Concerned Scientists, and Vote Solar. August 2025. Issue: Case U-21860. URL: https://mi-psc.my.site.com/sfc/servlet.shepherd/version/download/068cs000016rwhrAAA.

  20. Jason Landsborough, Neil C Rowe, and Thuy D Nguyen. Database Deception using Large Language Models. In 2025 Annual Computer Security Applications Conference Workshops (ACSAC Workshops). 2025. URL: https://faculty.nps.edu/ncrowe/WAITI_Data_based_deception_paper.pdf.

  21. Jun Wen Law, Bryan K. Mignone, and Dharik S. Mallapragada. Decarbonization pathways for liquid fuels: A multi-sector energy system perspective. 2025. _eprint: 2511.19159. URL: https://arxiv.org/abs/2511.19159, doi:10.48550/arXiv.2511.19159.

  22. Jun Wen Law, Bryan K. Mignone, and Dharik S. Mallapragada. Role of Technology Flexibility and Grid Coupling on Hydrogen Deployment in Net-Zero Energy Systems. Environmental Science & Technology, 59(10):4974–4988, 2025. URL: https://doi.org/10.1021/acs.est.4c12166, doi:10.1021/acs.est.4c12166.

  23. Yifei Liu. Market Structure and Transmission Investments in U.S. Electricity Markets. Working Paper, Department of Agricultural and Applied Economics, University of Wisconsin-Madison, Madison, WI 53706, September 2025.

  24. Aneesha Manocha, Gabriel Mantegna, Neha Patankar, and Jesse D Jenkins. Reducing transmission expansion by co-optimizing sizing of wind, solar, storage and grid connection capacity. Environmental Research: Energy, 2(1):015011, February 2025. URL: https://dx.doi.org/10.1088/2753-3751/adafab, doi:10.1088/2753-3751/adafab.

  25. Scott J. Mulligan. Inside the race to archive the US government’s websites. MIT Technology Review, February 2025. URL: https://www.technologyreview.com/2025/02/07/1111328/inside-the-race-to-archive-the-us-governments-websites/.

  26. Rina Palta, Max Shron, Alex Smith, and Juan-Pablo Velez. Blending Hydrogen and Natural Gas: A road to nowhere for New Jersey. Technical Report, SwitchBox, 2025. URL: https://www.switch.box/gh2nj.

  27. Kristina Pitman and Ben Gilbert. The Distributional Effects of Renewable Energy, a Plant-level Analysis. November 2025. doi:10.2139/ssrn.5690682.

  28. Kristina Pitman and Ben Gilbert. The Impact of Trade on Emissions Responses to Renewable Supply Variation. October 2025. doi:10.2139/ssrn.5690663.

  29. Greg Schivley, Aurora Barone, Michael Blackhurst, Patricia Hidalgo-Gonzalez, Jesse Jenkins, Oleg Lugovoy, Qian Luo, Michael J Roberts, Rangrang Zheng, Cameron Wade, and Matthias Fripp. Process and policy insights from an intercomparison of open electricity system capacity expansion models. Environmental Research: Energy, 2(4):045006, November 2025. URL: https://doi.org/10.1088/2753-3751/ade548, doi:10.1088/2753-3751/ade548.

  30. Greg Schivley, Aurora Barone, Michael Blackhurst, Patricia Hidalgo-Gonzalez, Jesse Jenkins, Olеg Lugovoy, Qian Luo, Michael Roberts, Rangrang Zheng, Cameron Wade, and Matthias Fripp. Process and Policy Insights from an Intercomparison of Open Electricity System Capacity Expansion Models. Technical Report 25-01, Environmental Defense Fund, March 2025. Series: Economics Discussion Paper Series _eprinttype: ssrn. doi:10.2139/ssrn.5205762.

  31. Ivy Seidel. Investigating nuclear energy viability with decision making model GenX. Master's thesis, The University of Texas at Austin, 2025.

  32. Madalsa Singh, Alison Ong, and Rayan Sud. Wires and fire: Wildfire investment and network cost differences across California’s power providers. The Electricity Journal, 38(3):107475, 2025. URL: https://www.sciencedirect.com/science/article/pii/S104061902500020X, doi:10.1016/j.tej.2025.107475.

  33. Carlyn Zwarenstein. Trump is gutting environmental data, obscuring climate and pollution risks to the public. Salon, February 2025. URL: https://www.salon.com/2025/02/27/is-gutting-environmental-data-obscuring-climate-and-pollution-risks-to-the-public/.

  34. Samuel Dotson, Lee Shaver, and James Gignac. Storing the Future: A modeling analysis of Illinois storage needs. 2024. Version Number: V1. URL: https://doi.org/10.7910/DVN/7QRME4, doi:10.7910/DVN/7QRME4.

  35. Bavly Hanna, Guandong Xu, Xianzhi Wang, and Jahangir Hossain. Leveraging Artificial Intelligence for Affordable and Clean Energy: Advancing UN Sustainable Development Goal 7. In 2024 11th International Conference on Behavioural and Social Computing (BESC), 1–9. 2024. doi:10.1109/BESC64747.2024.10780659.

  36. Anna F Jacobson, Denise L Mauzerall, and Jesse D Jenkins. Quantifying the impact of energy system model resolution on siting, cost, reliability, and emissions for electricity generation. Environmental Research: Energy, 1(3):035009, September 2024. URL: https://dx.doi.org/10.1088/2753-3751/ad6d6f, doi:10.1088/2753-3751/ad6d6f.

  37. Sam van der Jagt, Neha Patankar, and Jesse D. Jenkins. Understanding the role and design space of demand sinks in low-carbon power systems. Energy and Climate Change, 5:100132, 2024. URL: https://www.sciencedirect.com/science/article/pii/S2666278724000084, doi:10.1016/j.egycc.2024.100132.

  38. Katherine H. Jordan, Luke R. Dennin, Peter J. Adams, Paulina Jaramillo, and Nicholas Z. Muller. Climate Policy Reduces Racial Disparities in Air Pollution from Transportation and Power Generation. Environmental Science & Technology, 58(49):21510–21522, 2024. URL: https://doi.org/10.1021/acs.est.4c03719, doi:10.1021/acs.est.4c03719.

  39. Katherine Halloran Jordan. An Energy Systems Model Approach to US Decarbonization: Technological Solutions, Policy Pathways, and Equity Outcomes. PhD Thesis, Carnegie Mellon University, 2024.

  40. Andrew McKinley. Short Circuited: Costly Transitions under The Clean Air Act. Technical Report, SSRN, December 2024. Backup Publisher: Booth School of Business, University of Chicago. URL: https://dx.doi.org/10.2139/ssrn.4972091, doi:10.2139/ssrn.4972091.

  41. Greg Schivley, Ethan Welty, Neha Patankar, Anna Jacobson, Qingyu Xu, Aneesha Manocha, Braden Pecora, Riti Bhandarkar, Jesse D. Jenkins, and Matthias Fripp. PowerGenome/PowerGenome: v0.6.3. May 2024. Version Number: v0.6.3 Published: GitHub repository archived on Zenodo. URL: https://doi.org/10.5281/zenodo.4426096, doi:10.5281/zenodo.4426096.

  42. Madalsa Singh, Allison Ong, and Rayan Sud. Trends and drivers of utility costs in California. Technical Report, SSRN, October 2024. Backup Publisher: Stanford University. URL: https://dx.doi.org/10.2139/ssrn.4987198, doi:10.2139/ssrn.4987198.

  43. Kamran Tehranchi, Trevor Barnes, Martha Frysztacki, and Ines Azevedo. PyPSA-USA: A Flexible Open-Source Energy System Model and Optimization Tool for the United States. November 2024. URL: https://dx.doi.org/10.2139/ssrn.5029120, doi:10.2139/ssrn.5029120.

  44. John D. Wilson, Zach Zimmerman, and Rob Gramlich. Strategic Industries Surging: Driving US Power Demand. Technical Report, Grid Strategies LLC, December 2024. URL: https://gridstrategiesllc.com/wp-content/uploads/National-Load-Growth-Report-2024.pdf.

  45. Rangrang Zheng, Greg Schivley, Patricia Hidalgo-Gonzalez, Matthias Fripp, and Michael J. Roberts. Optimal transmission expansion minimally reduces decarbonization costs of U.S. electricity. 2024. _eprint: 2402.14189. URL: https://doi.org/10.48550/arXiv.2402.14189, doi:10.48550/arXiv.2402.14189.

  46. Lucas W. Davis, Catherine Hausman, and Nancy L. Rose. Transmission Impossible? Prospects for Decarbonizing the U.S. Grid. Journal of Economic Perspectives, 37(4):155–80, December 2023. URL: https://www.aeaweb.org/articles?id=10.1257/jep.37.4.155, doi:10.1257/jep.37.4.155.

  47. Candise Henry, Jared Woollacott, Alison Bean de Hernández, Andrew Schreiber, and David A. Evans. Construction and Application of the Micro-level Engineering, Environmental, and Economic Detail of Electricity (MEEDE) Dataset, Version 2. Environmental Economics Working Paper Series, 2023. URL: https://www.epa.gov/environmental-economics/construction-and-application-micro-level-engineering-environmental-and.

  48. Gregory J. Miller, Gailin Pease, Wenbo Shi, and Alan Jenn. Evaluating the hourly emissions intensity of the U.S. electricity system. Environmental Research Letters, 18(4):044020, April 2023. URL: https://dx.doi.org/10.1088/1748-9326/acc119, doi:10.1088/1748-9326/acc119.

  49. Jacob A Schwartz, Wilson Ricks, Egemen Kolemen, and Jesse D Jenkins. The value of fusion energy to a decarbonized United States electric grid. Joule, 7(4):675–699, 2023.

  50. John D. Wilson and Zach Zimmerman. The era of flat power demand is over. Technical Report, Grid Strategies LLC, December 2023. URL: https://gridstrategiesllc.com/wp-content/uploads/2023/12/National-Load-Growth-Report-2023.pdf.

  51. Gautam Gowrisankaran, Ashley Langer, and Wendan Zhang. Policy Uncertainty in the Market for Coal Electricity: The Case of Air Toxics Standards. Working Paper 30297, National Bureau of Economic Research, July 2022. Series: Working Paper Series. URL: http://www.nber.org/papers/w30297, doi:10.3386/w30297.

  52. Xiaodong Zhang, Dalia Patino-Echeverri, Mingquan Li, and Libo Wu. A review of publicly available data sources for models to study renewables integration in China's power system. Renewable and Sustainable Energy Reviews, 159:112215, 2022. URL: https://www.sciencedirect.com/science/article/pii/S1364032122001381, doi:10.1016/j.rser.2022.112215.

  53. Priya L. Donti and J. Zico Kolter. Machine Learning for Sustainable Energy Systems. Annual Review of Environment and Resources, 46(1):719–747, 2021. URL: https://doi.org/10.1146/annurev-environ-020220-061831, doi:10.1146/annurev-environ-020220-061831.

  54. Tyler Fitch. Carbon Stranding: Climate Risk and Stranded Assets in Duke's Integrated Resource Plan. Technical Report, Energy Transition Institute, January 2021. URL: https://votesolar.org/wp-content/uploads/2021/02/ETI_CarbonStrandingReport_2021.pdf (visited on 2021-10-14).

  55. Eric Gimon, Amanda Meyers, and Mike O'Boyle. Coal Cost Crossover 2.0. Technical Report, Energy Innovation, 2021. URL: https://energyinnovation.org/publication/the-coal-cost-crossover-2021/ (visited on 2021-10-14).

  56. Daniel Huppmann, Matthew J Gidden, Zebedee Nicholls, Jonas Hörsch, Robin Lamboll, Paul N Kishimoto, Thorsten Burandt, Oliver Fricko, Edward Byers, Jarmo Kikstra, and others. Pyam: Analysis and visualisation of integrated assessment and macro-energy scenarios. Open Research Europe, 2021.

  57. Cheyney O'Fallon and Avi Gopstein. Quantifying Operational Resilience Benefits of the Smart Grid. Department of Commerce. National Institute of Standards and Technology, 2021. URL: https://doi.org/10.6028/NIST.TN.2137, doi:10.6028/NIST.TN.2137.

  58. Ari Peskoe. Is the Utility Transmission Syndicate Forever? Energy Law Journal, 2021. URL: https://www.eba-net.org/assets/1/6/5_-_%5BPeskoe%5D%5B1-66%5D.pdf (visited on 2021-11-01), doi:10.2139/ssrn.3770740.

  59. Jonathan Sims, Catharina Hillenbrand von der Neyen, Durand D‘souza, Lily Chau, Nicolás González-Jiménez, and Lorenzo Sani. Put Gas On Standby. Technical Report, Carbon Tracker Initiative, 2021. URL: https://carbontracker.org/reports/put-gas-on-standby/ (visited on 2021-10-30).

  60. John E.T. Bistline and James H. Merrick. Parameterizing open-source energy models: Statistical learning to estimate unknown power plant attributes. Applied Energy, 269:114941, 2020. URL: https://www.sciencedirect.com/science/article/pii/S0306261920304530 (visited on 2021-11-01), doi:10.1016/j.apenergy.2020.114941.

  61. Steven Dahlke, Mahesh Morjaria, Vahan Gevorgian, and Barry Mather. The Economics of Flexible Solar for Electricity Markets in Transition. Technical Report, First Solar, 2020. URL: https://www.firstsolar.com/es-CSA/-/media/First-Solar/Documents/Grid-Evolution/The_Economics_of_Flexible_Solar_for_Electricity_Markets_in_Transition.ashx (visited on 2021-11-01).

  62. Joseph F. DeCarolis, Paulina Jaramillo, Jeremiah X. Johnson, David L. McCollum, Evelina Trutnevyte, David C. Daniels, Gökçe Akın-Olçum, Joule Bergerson, Soolyeon Cho, Joon-Ho Choi, Michael T. Craig, Anderson R. de Queiroz, Hadi Eshraghi, Christopher S. Galik, Timothy G. Gutowski, Karl R. Haapala, Bri-Mathias Hodge, Simi Hoque, Jesse D. Jenkins, Alan Jenn, Daniel J. A. Johansson, Noah Kaufman, Juha Kiviluoma, Zhenhong Lin, Heather L. MacLean, Eric Masanet, Mohammad S. Masnadi, Colin A. McMillan, Destenie S. Nock, Neha Patankar, Dalia Patino-Echeverri, Greg Schivley, Sauleh Siddiqui, Amanda D. Smith, Aranya Venkatesh, Gernot Wagner, Sonia Yeh, and Yuyu Zhou. Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts. Joule, 4(12):2523–2526, December 2020. URL: https://doi.org/10.1016/j.joule.2020.11.002, doi:10.1016/j.joule.2020.11.002.

  63. Eric Gimon, Mike O'Boyle, Christopher T. M. Clack, and Sarah A. McKee. The Coal Cost Crossover: Economic Viability of Existing Coal Compared to New Local Wind and Solar Resources. Technical Report, Energy Innovation and Vibrant Clean Energy, 2019. URL: https://energyinnovation.org/publication/the-coal-cost-crossover/ (visited on 2021-10-14).

  64. Ron Lehr. Utility Transition Financial Impacts: From Fossil to Clean. Technical Report, Energy Innovation, 2018. URL: https://energyinnovation.org/wp-content/uploads/2018/12/From-Fossil-to-Clean-Brief_12.3.18.pdf (visited on 2021-10-15).

  65. Open Source Climate. Open Source Climate Initiative. Published: Website. URL: https://www.os-climate.org/ (visited on 2021-10-15).

Work Citing Catalyst Cooperative#

Academic, policy, and industry publications referencing Catalyst’s role as a worker-owned software cooperative.

  1. Joram Scholten, Chris de Nijs, Slinger Jansen, and Sergio España-Cubillo. Democratising Work in the Software Sector: Insights on Cooperative Businesses. In Georg Herzwurm, Dimitri Petrik, Gero Strobel, Thomas Kude, and Lukas Block, editors, Software Business, 309–324. Cham, 2026. Springer Nature Switzerland.

  2. Lakshmi A. J and Abilash Unny. Digital Transformation and Cooperatives: Perspectives from the United Kingdom, Japan, and India. Routledge, London, November 2025. ISBN 978-1-003-56375-4. doi:10.4324/9781003563754.

Further Reading#

Other research and publications relevant to the work we do.

  1. Ryan P. Abernathey, Tom Augspurger, Anderson Banihirwe, Charles C. Blackmon-Luca, Timothy J. Crone, Chelle L. Gentemann, Joseph J. Hamman, Naomi Henderson, Chiara Lepore, Theo A. McCaie, Niall H. Robinson, and Richard P. Signell. Cloud-Native Repositories for Big Scientific Data. Computing in Science & Engineering, 23(2):26–35, March 2021. URL: https://doi.org/10.1109/MCSE.2021.3059437, doi:10.1109/MCSE.2021.3059437.

  2. Jeff D. Colgan, Jessica F. Green, and Thomas N. Hale. Asset Revaluation and the Existential Politics of Climate Change. International Organization, 75(2):586–610, 2021. URL: https://doi.org/10.1017/S0020818320000296, doi:10.1017/S0020818320000296.

  3. Public Service Company of Colorado. 2021 Clean Energy Plan. 2021. Published: Electronic filing 21A-0141E. URL: https://www.xcelenergy.com/company/rates_and_regulations/resource_plans/clean_energy_plan (visited on 2021-10-15).

  4. Tim Donaghy, Charlie Jiang, Colette Pichon Battle, Emma Collin, Ryan Schleeter, and Janet Redman. Fossil Fuel Racism: How Phasing out Oil, Gas, and Coal Can Protect Communities. Technical Report, Greenpeace USA, 2021. URL: https://www.greenpeace.org/usa/reports/fossil-fuel-racism/ (visited on 2021-10-15).

  5. DataCite Metadata Working Group. DataCite Metadata Schema Documentation for the Publication and Citation of Research Data and Other Research Outputs. Technical Report, DataCite e.V., 2021. Version Number: 4.4. URL: https://doi.org/10.14454/3w3z-sa82 (visited on 2021-10-15), doi:10.14454/3w3z-sa82.

  6. Nithya Sambasivan, Shivani Kapania, Hannah Highfill, Diana Akrong, Praveen Paritosh, and Lora M Aroyo. “Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. New York, NY, USA, 2021. Association for Computing Machinery. URL: https://doi.org/10.1145/3411764.3445518, doi:10.1145/3411764.3445518.

  7. Marilyn A. Brown, Anmol Soni, Melissa V. Lapsa, Katie Southworth, and Matt Cox. High energy burden and low-income energy affordability: conclusions from a literature review. Progress in Energy, 2(4):042003, October 2020. URL: https://doi.org/10.1088/2516-1083/abb954, doi:10.1088/2516-1083/abb954.

  8. Patrick R. Brown and Francis M. O'Sullivan. Spatial and temporal variation in the value of solar power across United States electricity markets. Renewable and Sustainable Energy Reviews, 121:109594, 2020. URL: https://www.sciencedirect.com/science/article/pii/S1364032119308020, doi:10.1016/j.rser.2019.109594.

  9. Danny Cullenward and David G. Victor. Making Climate Policy Work. John Wiley & Sons, Ltd, 2020. ISBN 978-1-5095-4180-5. URL: https://www.wiley.com/en-us/Making+Climate+Policy+Work-p-9781509541805.

  10. Ariel Drehobl, Lauren Ross, and Roxanna Ayala. How High are Household Energy Burdens? Technical Report, American Council for an Energy-Efficient Economy, 2020. URL: https://www.aceee.org/research-report/u2006 (visited on 2021-10-15).

  11. Lion Hirth. Open data for electricity modeling: Legal aspects. Energy Strategy Reviews, 27:100433, 2020. URL: https://doi.org/10.1016/j.esr.2019.100433, doi:10.1016/j.esr.2019.100433.

  12. Mike O'Boyle and Ron Lehr. Comparing 2019 Securitization Legislation In Colorado, Montana, and New Mexico. Report, Energy Innovation, 2020. URL: https://energyinnovation.org/publication/comparing-2019-securitization-legislation-in-colorado-montana-and-new-mexico/ (visited on 2021-10-12).

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