{"id":98770,"date":"2025-10-02T09:36:23","date_gmt":"2025-10-02T09:36:23","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/98770\/"},"modified":"2025-10-02T09:36:23","modified_gmt":"2025-10-02T09:36:23","slug":"dynamic-grid-management-reduces-wildfire-adaptation-costs-in-the-electric-power-sector","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/98770\/","title":{"rendered":"Dynamic grid management reduces wildfire adaptation costs in the electric power sector"},"content":{"rendered":"<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"1.\">\n<p class=\"c-article-references__text\" id=\"ref-CR1\">Adaptation Gap Report 2023: Underfinanced. Underprepared. Inadequate Investment and Planning on Climate Adaptation Leaves World Exposed (UNEP, 2023); <a href=\"https:\/\/www.unep.org\/adaptation-gap-report-2023\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.unep.org\/adaptation-gap-report-2023\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.unep.org\/adaptation-gap-report-2023<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"2.\">\n<p class=\"c-article-references__text\" id=\"ref-CR2\">Bhandary, R. R., Gallagher, K. S. &amp; Zhang, F. Climate finance policy in practice: a review of the evidence. Clim. Policy <b>21<\/b>, 529\u2013545 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1080\/14693062.2020.1871313\" data-track-item_id=\"10.1080\/14693062.2020.1871313\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1080%2F14693062.2020.1871313\" aria-label=\"Article reference 2\" data-doi=\"10.1080\/14693062.2020.1871313\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 2\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Climate%20finance%20policy%20in%20practice%3A%20a%20review%20of%20the%20evidence&amp;journal=Clim.%20Policy&amp;doi=10.1080%2F14693062.2020.1871313&amp;volume=21&amp;pages=529-545&amp;publication_year=2021&amp;author=Bhandary%2CRR&amp;author=Gallagher%2CKS&amp;author=Zhang%2CF\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"3.\">\n<p class=\"c-article-references__text\" id=\"ref-CR3\">The Fastest Growing Economic Climate Risk \u2013 Wildfire (First Street Foundation, 2021); <a href=\"https:\/\/firststreet.org\/research-library\/the-fastest-growing-economic-climate-risk---wildfire\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/firststreet.org\/research-library\/the-fastest-growing-economic-climate-risk---wildfire\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/firststreet.org\/research-library\/the-fastest-growing-economic-climate-risk&#8212;wildfire<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"4.\">\n<p class=\"c-article-references__text\" id=\"ref-CR4\">Balch, J. K. et al. Human-started wildfires expand the fire niche across the United States. Proc. Natl Acad. Sci. <b>114<\/b>, 2946\u20132951 (2017).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1073\/pnas.1617394114\" data-track-item_id=\"10.1073\/pnas.1617394114\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1073%2Fpnas.1617394114\" aria-label=\"Article reference 4\" data-doi=\"10.1073\/pnas.1617394114\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"cas reference\" data-track-action=\"cas reference\" href=\"https:\/\/www.nature.com\/articles\/cas-redirect\/1:CAS:528:DC%2BC2sXjsVSlsbo%3D\" aria-label=\"CAS reference 4\" target=\"_blank\">CAS<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 4\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Human-started%20wildfires%20expand%20the%20fire%20niche%20across%20the%20United%20States&amp;journal=Proc.%20Natl%20Acad.%20Sci.&amp;doi=10.1073%2Fpnas.1617394114&amp;volume=114&amp;pages=2946-2951&amp;publication_year=2017&amp;author=Balch%2CJK\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"5.\">\n<p class=\"c-article-references__text\" id=\"ref-CR5\">Jones, M. W. et al. State of wildfires 2023-2024. Earth Syst. Sci. Data <b>16<\/b>, 3601\u20133685 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.5194\/essd-16-3601-2024\" data-track-item_id=\"10.5194\/essd-16-3601-2024\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.5194%2Fessd-16-3601-2024\" aria-label=\"Article reference 5\" data-doi=\"10.5194\/essd-16-3601-2024\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 5\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=State%20of%20wildfires%202023-2024&amp;journal=Earth%20Syst.%20Sci.%20Data&amp;doi=10.5194%2Fessd-16-3601-2024&amp;volume=16&amp;pages=3601-3685&amp;publication_year=2024&amp;author=Jones%2CMW\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"6.\">\n<p class=\"c-article-references__text\" id=\"ref-CR6\">Statistics (California Department of Forestry and Fire Protection, accessed December 2024); <a href=\"https:\/\/www.fire.ca.gov\/our-impact\/statistics\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.fire.ca.gov\/our-impact\/statistics\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.fire.ca.gov\/our-impact\/statistics<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"7.\">\n<p class=\"c-article-references__text\" id=\"ref-CR7\">2023-2025 Wildfire Mitigation Plan R1 (Pacific Gas and Electric Company, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"8.\">\n<p class=\"c-article-references__text\" id=\"ref-CR8\">2023-2025 Wildfire Mitigation Plan (Southern California Edison, March 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"9.\">\n<p class=\"c-article-references__text\" id=\"ref-CR9\">2023-2025 Wildfire Mitigation Plan (San Diego Gas &amp; Electric, October 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"10.\">\n<p class=\"c-article-references__text\" id=\"ref-CR10\">Petek, G. The 2022-23 Budget: Wildfire and Forest Resilience Package (Legislative Analyst\u2019s Office, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"11.\">\n<p class=\"c-article-references__text\" id=\"ref-CR11\">Wara, M., Mastrandrea, M. &amp; Macomber, E. Climate Change and Utility Wildfire Risk: A Proposal for a Federal Backstop (The Hamilton Project, 2024); <a href=\"https:\/\/www.brookings.edu\/articles\/climate-change-and-utility-wildfire-risk-a-proposal-for-a-federal-backstop\/\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.brookings.edu\/articles\/climate-change-and-utility-wildfire-risk-a-proposal-for-a-federal-backstop\/\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.brookings.edu\/articles\/climate-change-and-utility-wildfire-risk-a-proposal-for-a-federal-backstop\/<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"12.\">\n<p class=\"c-article-references__text\" id=\"ref-CR12\">Otto, I. M. et al. Social tipping dynamics for stabilizing Earth\u2019s climate by 2050. Proc. Natl Acad. Sci. USA <b>117<\/b>, 2354\u20132365 (2020).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1073\/pnas.1900577117\" data-track-item_id=\"10.1073\/pnas.1900577117\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1073%2Fpnas.1900577117\" aria-label=\"Article reference 12\" data-doi=\"10.1073\/pnas.1900577117\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"cas reference\" data-track-action=\"cas reference\" href=\"https:\/\/www.nature.com\/articles\/cas-redirect\/1:CAS:528:DC%2BB3cXisVWitL0%3D\" aria-label=\"CAS reference 12\" target=\"_blank\">CAS<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 12\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Social%20tipping%20dynamics%20for%20stabilizing%20Earth%E2%80%99s%20climate%20by%202050&amp;journal=Proc.%20Natl%20Acad.%20Sci.%20USA&amp;doi=10.1073%2Fpnas.1900577117&amp;volume=117&amp;pages=2354-2365&amp;publication_year=2020&amp;author=Otto%2CIM\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"13.\">\n<p class=\"c-article-references__text\" id=\"ref-CR13\">Allen, M. R. et al. Net zero: science, origins, and implications. Annu. Rev. Environ. Resour. <b>47<\/b>, 849\u2013887 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1146\/annurev-environ-112320-105050\" data-track-item_id=\"10.1146\/annurev-environ-112320-105050\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1146%2Fannurev-environ-112320-105050\" aria-label=\"Article reference 13\" data-doi=\"10.1146\/annurev-environ-112320-105050\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 13\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Net%20zero%3A%20science%2C%20origins%2C%20and%20implications&amp;journal=Annu.%20Rev.%20Environ.%20Resour.&amp;doi=10.1146%2Fannurev-environ-112320-105050&amp;volume=47&amp;pages=849-887&amp;publication_year=2022&amp;author=Allen%2CMR\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"14.\">\n<p class=\"c-article-references__text\" id=\"ref-CR14\">Yang, W., Sparrow, S. N., Ashtine, M., Wallom, D. C. H. &amp; Morstyn, T. Resilient by design: preventing wildfires and blackouts with microgrids. Appl. Energy <b>313<\/b>, 118793 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.apenergy.2022.118793\" data-track-item_id=\"10.1016\/j.apenergy.2022.118793\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.apenergy.2022.118793\" aria-label=\"Article reference 14\" data-doi=\"10.1016\/j.apenergy.2022.118793\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 14\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Resilient%20by%20design%3A%20preventing%20wildfires%20and%20blackouts%20with%20microgrids&amp;journal=Appl.%20Energy&amp;doi=10.1016%2Fj.apenergy.2022.118793&amp;volume=313&amp;publication_year=2022&amp;author=Yang%2CW&amp;author=Sparrow%2CSN&amp;author=Ashtine%2CM&amp;author=Wallom%2CDCH&amp;author=Morstyn%2CT\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"15.\">\n<p class=\"c-article-references__text\" id=\"ref-CR15\">Guliasi, L. Toward a political economy of public safety power shutoff: politics, ideology, and the limits of regulatory choice in California. Energy Res. Social Sci. <b>71<\/b>, 101842 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.erss.2020.101842\" data-track-item_id=\"10.1016\/j.erss.2020.101842\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.erss.2020.101842\" aria-label=\"Article reference 15\" data-doi=\"10.1016\/j.erss.2020.101842\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 15\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Toward%20a%20political%20economy%20of%20public%20safety%20power%20shutoff%3A%20politics%2C%20ideology%2C%20and%20the%20limits%20of%20regulatory%20choice%20in%20California&amp;journal=Energy%20Res.%20Social%20Sci.&amp;doi=10.1016%2Fj.erss.2020.101842&amp;volume=71&amp;publication_year=2021&amp;author=Guliasi%2CL\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"16.\">\n<p class=\"c-article-references__text\" id=\"ref-CR16\">Lesage-Landry, A., Pellerin, F., Callaway, D. S. &amp; Taylor, J. A. Optimally scheduling public safety power shutoffs. Stochastic Syst. <b>13<\/b>, 438\u2013456 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1287\/stsy.2022.0004\" data-track-item_id=\"10.1287\/stsy.2022.0004\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1287%2Fstsy.2022.0004\" aria-label=\"Article reference 16\" data-doi=\"10.1287\/stsy.2022.0004\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 16\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Optimally%20scheduling%20public%20safety%20power%20shutoffs&amp;journal=Stochastic%20Syst.&amp;doi=10.1287%2Fstsy.2022.0004&amp;volume=13&amp;pages=438-456&amp;publication_year=2023&amp;author=Lesage-Landry%2CA&amp;author=Pellerin%2CF&amp;author=Callaway%2CDS&amp;author=Taylor%2CJA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"17.\">\n<p class=\"c-article-references__text\" id=\"ref-CR17\">Rhodes, N., Ntaimo, L. &amp; Roald, L. Balancing wildfire risk and power outages through optimized power shut-offs. IEEE Trans. Power Syst. <b>36<\/b>, 3118\u20133128 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1109\/TPWRS.2020.3046796\" data-track-item_id=\"10.1109\/TPWRS.2020.3046796\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1109%2FTPWRS.2020.3046796\" aria-label=\"Article reference 17\" data-doi=\"10.1109\/TPWRS.2020.3046796\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 17\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Balancing%20wildfire%20risk%20and%20power%20outages%20through%20optimized%20power%20shut-offs&amp;journal=IEEE%20Trans.%20Power%20Syst.&amp;doi=10.1109%2FTPWRS.2020.3046796&amp;volume=36&amp;pages=3118-3128&amp;publication_year=2021&amp;author=Rhodes%2CN&amp;author=Ntaimo%2CL&amp;author=Roald%2CL\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"18.\">\n<p class=\"c-article-references__text\" id=\"ref-CR18\">Taylor, S. &amp; Roald, L. A. A framework for risk assessment and optimal line upgrade selection to mitigate wildfire risk. Electr. Power Syst. Res. <b>213<\/b>, 108592 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.epsr.2022.108592\" data-track-item_id=\"10.1016\/j.epsr.2022.108592\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.epsr.2022.108592\" aria-label=\"Article reference 18\" data-doi=\"10.1016\/j.epsr.2022.108592\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 18\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=A%20framework%20for%20risk%20assessment%20and%20optimal%20line%20upgrade%20selection%20to%20mitigate%20wildfire%20risk&amp;journal=Electr.%20Power%20Syst.%20Res.&amp;doi=10.1016%2Fj.epsr.2022.108592&amp;volume=213&amp;publication_year=2022&amp;author=Taylor%2CS&amp;author=Roald%2CLA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"19.\">\n<p class=\"c-article-references__text\" id=\"ref-CR19\">Kody, A., West, A. &amp; Molzahn, D. K. Sharing the load: considering fairness in de-energization scheduling to mitigate wildfire ignition risk using rolling optimization. Preprint at <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2204.06543\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.48550\/arXiv.2204.06543\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.48550\/arXiv.2204.06543<\/a> (2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"20.\">\n<p class=\"c-article-references__text\" id=\"ref-CR20\">Mildenberger, M., Howe, P. D., Trachtman, S., Stokes, L. C. &amp; Lubell, M. The effect of public safety power shut-offs on climate change attitudes and behavioural intentions. Nat. Energy <b>7<\/b>, 736\u2013743 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41560-022-01071-0\" data-track-item_id=\"10.1038\/s41560-022-01071-0\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41560-022-01071-0\" aria-label=\"Article reference 20\" data-doi=\"10.1038\/s41560-022-01071-0\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 20\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=The%20effect%20of%20public%20safety%20power%20shut-offs%20on%20climate%20change%20attitudes%20and%20behavioural%20intentions&amp;journal=Nat.%20Energy&amp;doi=10.1038%2Fs41560-022-01071-0&amp;volume=7&amp;pages=736-743&amp;publication_year=2022&amp;author=Mildenberger%2CM&amp;author=Howe%2CPD&amp;author=Trachtman%2CS&amp;author=Stokes%2CLC&amp;author=Lubell%2CM\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"21.\">\n<p class=\"c-article-references__text\" id=\"ref-CR21\">Wong-Parodi, G. When climate change adaptation becomes a \u201clooming threat&#8221; to society: exploring views and responses to California wildfires and public safety power shutoffs. Energy Res. Social Sci. <b>70<\/b>, 101757 (2020).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.erss.2020.101757\" data-track-item_id=\"10.1016\/j.erss.2020.101757\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.erss.2020.101757\" aria-label=\"Article reference 21\" data-doi=\"10.1016\/j.erss.2020.101757\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 21\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=When%20climate%20change%20adaptation%20becomes%20a%20%E2%80%9Clooming%20threat%22%20to%20society%3A%20exploring%20views%20and%20responses%20to%20California%20wildfires%20and%20public%20safety%20power%20shutoffs&amp;journal=Energy%20Res.%20Social%20Sci.&amp;doi=10.1016%2Fj.erss.2020.101757&amp;volume=70&amp;publication_year=2020&amp;author=Wong-Parodi%2CG\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"22.\">\n<p class=\"c-article-references__text\" id=\"ref-CR22\">Wang, Z., Wara, M., Majumdar, A. &amp; Rajagopal, R. Local and utility-wide cost allocations for a more equitable wildfire-resilient distribution grid. Nat. Energy <b>8<\/b>, 1097\u20131108 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41560-023-01306-8\" data-track-item_id=\"10.1038\/s41560-023-01306-8\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41560-023-01306-8\" aria-label=\"Article reference 22\" data-doi=\"10.1038\/s41560-023-01306-8\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 22\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Local%20and%20utility-wide%20cost%20allocations%20for%20a%20more%20equitable%20wildfire-resilient%20distribution%20grid&amp;journal=Nat.%20Energy&amp;doi=10.1038%2Fs41560-023-01306-8&amp;volume=8&amp;pages=1097-1108&amp;publication_year=2023&amp;author=Wang%2CZ&amp;author=Wara%2CM&amp;author=Majumdar%2CA&amp;author=Rajagopal%2CR\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"23.\">\n<p class=\"c-article-references__text\" id=\"ref-CR23\">Larsen, P. H. A method to estimate the costs and benefits of undergrounding electricity transmission and distribution lines. Energy Econ. <b>60<\/b>, 47\u201361 (2016).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.eneco.2016.09.011\" data-track-item_id=\"10.1016\/j.eneco.2016.09.011\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.eneco.2016.09.011\" aria-label=\"Article reference 23\" data-doi=\"10.1016\/j.eneco.2016.09.011\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 23\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=A%20method%20to%20estimate%20the%20costs%20and%20benefits%20of%20undergrounding%20electricity%20transmission%20and%20distribution%20lines&amp;journal=Energy%20Econ.&amp;doi=10.1016%2Fj.eneco.2016.09.011&amp;volume=60&amp;pages=47-61&amp;publication_year=2016&amp;author=Larsen%2CPH\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"24.\">\n<p class=\"c-article-references__text\" id=\"ref-CR24\">Taylor, W. O., Watson, P. L., Cerrai, D. &amp; Anagnostou, E. A statistical framework for evaluating the effectiveness of vegetation management in reducing power outages caused during storms in distribution networks. Sustainability <b>14<\/b>, 904 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.3390\/su14020904\" data-track-item_id=\"10.3390\/su14020904\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.3390%2Fsu14020904\" aria-label=\"Article reference 24\" data-doi=\"10.3390\/su14020904\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 24\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=A%20statistical%20framework%20for%20evaluating%20the%20effectiveness%20of%20vegetation%20management%20in%20reducing%20power%20outages%20caused%20during%20storms%20in%20distribution%20networks&amp;journal=Sustainability&amp;doi=10.3390%2Fsu14020904&amp;volume=14&amp;publication_year=2022&amp;author=Taylor%2CWO&amp;author=Watson%2CPL&amp;author=Cerrai%2CD&amp;author=Anagnostou%2CE\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"25.\">\n<p class=\"c-article-references__text\" id=\"ref-CR25\">Mitchell, J. W. Analysis of utility wildfire risk assessments and mitigations in California. Fire Saf. J. <b>140<\/b>, 103879 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.firesaf.2023.103879\" data-track-item_id=\"10.1016\/j.firesaf.2023.103879\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.firesaf.2023.103879\" aria-label=\"Article reference 25\" data-doi=\"10.1016\/j.firesaf.2023.103879\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 25\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Analysis%20of%20utility%20wildfire%20risk%20assessments%20and%20mitigations%20in%20California&amp;journal=Fire%20Saf.%20J.&amp;doi=10.1016%2Fj.firesaf.2023.103879&amp;volume=140&amp;publication_year=2023&amp;author=Mitchell%2CJW\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"26.\">\n<p class=\"c-article-references__text\" id=\"ref-CR26\">Malloy, C. The consequences of wildfire liability for firm precaution: evidence from power shutoffs in California. SSRN <a href=\"https:\/\/doi.org\/10.2139\/ssrn.4780392\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.2139\/ssrn.4780392\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.2139\/ssrn.4780392<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"27.\">\n<p class=\"c-article-references__text\" id=\"ref-CR27\">Macomber, E., Wara, M., Mastrandrea, M. Wildfire: Assessing and Quantifying Risk Exposure and Mitigation Across Western Utilities (Woods Institute for the Environment, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"28.\">\n<p class=\"c-article-references__text\" id=\"ref-CR28\">Vazquez, D. A. Z., Qiu, F., Fan, N. &amp; Sharp, K. Wildfire mitigation plans in power systems: a literature review. IEEE Trans. Power Syst. <b>37<\/b>, 3540\u20133551 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1109\/TPWRS.2022.3142086\" data-track-item_id=\"10.1109\/TPWRS.2022.3142086\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1109%2FTPWRS.2022.3142086\" aria-label=\"Article reference 28\" data-doi=\"10.1109\/TPWRS.2022.3142086\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 28\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Wildfire%20mitigation%20plans%20in%20power%20systems%3A%20a%20literature%20review&amp;journal=IEEE%20Trans.%20Power%20Syst.&amp;doi=10.1109%2FTPWRS.2022.3142086&amp;volume=37&amp;pages=3540-3551&amp;publication_year=2022&amp;author=Vazquez%2CDAZ&amp;author=Qiu%2CF&amp;author=Fan%2CN&amp;author=Sharp%2CK\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"29.\">\n<p class=\"c-article-references__text\" id=\"ref-CR29\">Johnson, J. Quantifying the Economic Risk of Wildfires and Power Lines in San Diego County. MEM and MF thesis, Duke Univ. (2014).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"30.\">\n<p class=\"c-article-references__text\" id=\"ref-CR30\">Keeley, J. E. &amp; Syphard, A. D. Historical patterns of wildfire ignition sources in California ecosystems. Int. J. Wildland Fire <b>27<\/b>, 781\u2013799 (2018).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1071\/WF18026\" data-track-item_id=\"10.1071\/WF18026\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1071%2FWF18026\" aria-label=\"Article reference 30\" data-doi=\"10.1071\/WF18026\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 30\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Historical%20patterns%20of%20wildfire%20ignition%20sources%20in%20California%20ecosystems&amp;journal=Int.%20J.%20Wildland%20Fire&amp;doi=10.1071%2FWF18026&amp;volume=27&amp;pages=781-799&amp;publication_year=2018&amp;author=Keeley%2CJE&amp;author=Syphard%2CAD\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"31.\">\n<p class=\"c-article-references__text\" id=\"ref-CR31\">Abatzoglou, J. T., Smith, C. M., Swain, D. L., Ptak, T. &amp; Kolden, C. A. Population exposure to pre-emptive de-energization aimed at averting wildfires in Northern California. Environ. Res. Lett. <b>15<\/b>, 094046 (2020).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1088\/1748-9326\/aba135\" data-track-item_id=\"10.1088\/1748-9326\/aba135\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1088%2F1748-9326%2Faba135\" aria-label=\"Article reference 31\" data-doi=\"10.1088\/1748-9326\/aba135\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 31\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Population%20exposure%20to%20pre-emptive%20de-energization%20aimed%20at%20averting%20wildfires%20in%20Northern%20California&amp;journal=Environ.%20Res.%20Lett.&amp;doi=10.1088%2F1748-9326%2Faba135&amp;volume=15&amp;publication_year=2020&amp;author=Abatzoglou%2CJT&amp;author=Smith%2CCM&amp;author=Swain%2CDL&amp;author=Ptak%2CT&amp;author=Kolden%2CCA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"32.\">\n<p class=\"c-article-references__text\" id=\"ref-CR32\">Jazebi, S., De Leon, F. &amp; Nelson, A. Review of wildfire management techniques\u2014part I: causes, prevention, detection, suppression, and data analytics. IEEE Trans. Power Delivery <b>35<\/b>, 430\u2013439 (2020).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1109\/TPWRD.2019.2930055\" data-track-item_id=\"10.1109\/TPWRD.2019.2930055\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1109%2FTPWRD.2019.2930055\" aria-label=\"Article reference 32\" data-doi=\"10.1109\/TPWRD.2019.2930055\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 32\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Review%20of%20wildfire%20management%20techniques%E2%80%94part%20I%3A%20causes%2C%20prevention%2C%20detection%2C%20suppression%2C%20and%20data%20analytics&amp;journal=IEEE%20Trans.%20Power%20Delivery&amp;doi=10.1109%2FTPWRD.2019.2930055&amp;volume=35&amp;pages=430-439&amp;publication_year=2020&amp;author=Jazebi%2CS&amp;author=Leon%2CF&amp;author=Nelson%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"33.\">\n<p class=\"c-article-references__text\" id=\"ref-CR33\">Penn, I. Utility-caused wildfires are becoming a national problem. New York Times (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"34.\">\n<p class=\"c-article-references__text\" id=\"ref-CR34\">Trees and Powerlines (Pacific Gas and Electric Company, accessed August 2025); <a href=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/vegetation-management.html\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/vegetation-management.html\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/vegetation-management.html<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"35.\">\n<p class=\"c-article-references__text\" id=\"ref-CR35\">Protective Equipment and Device Settings (PEDS) (California Public Utilities Commission, accessed August 2025); <a href=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/protective-equipment-device-settings\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/protective-equipment-device-settings\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/protective-equipment-device-settings<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"36.\">\n<p class=\"c-article-references__text\" id=\"ref-CR36\">Penn, I. PG&amp;E, troubled California utility, emerges from bankruptcy. New York Times (2020).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"37.\">\n<p class=\"c-article-references__text\" id=\"ref-CR37\">System Hardening and Undergrounding (Pacific Gas and Electric Company, accessed August 2025); <a href=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program\/system-hardening-and-undergrounding.html\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program\/system-hardening-and-undergrounding.html\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program\/system-hardening-and-undergrounding.html<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"38.\">\n<p class=\"c-article-references__text\" id=\"ref-CR38\">2023 General Rate Case Exhibit (PG&amp;E-4) Electric Distribution Workpapers Supporting Prepared Testimony Chapters 2-13 Technical Report Application 21-06-021 (Pacific Gas and Electric Company, 2021).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"39.\">\n<p class=\"c-article-references__text\" id=\"ref-CR39\">Decision on Test Year 2023 General Rate Case of Pacific Gas and Electric Company Technical Report Application 21-06-021 (California Public Utilities Commission, September 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"40.\">\n<p class=\"c-article-references__text\" id=\"ref-CR40\">Blunt, K. PG&amp;E wins approval to bury more than 1,200 miles of power lines. Wall Street Journal <a href=\"https:\/\/www.wsj.com\/us-news\/climate-environment\/pg-e-wins-approval-to-bury-more-than-1-200-miles-of-power-lines-3ab460d4\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.wsj.com\/us-news\/climate-environment\/pg-e-wins-approval-to-bury-more-than-1-200-miles-of-power-lines-3ab460d4\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.wsj.com\/us-news\/climate-environment\/pg-e-wins-approval-to-bury-more-than-1-200-miles-of-power-lines-3ab460d4<\/a> (2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"41.\">\n<p class=\"c-article-references__text\" id=\"ref-CR41\">Fire Ignition Data (California Public Utilities Commission, accessed August 2025); <a href=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"42.\">\n<p class=\"c-article-references__text\" id=\"ref-CR42\">Yao, M., Bharadwaj, M., Zhang, Z., Jin, B. &amp; Callaway, D. S. Predicting electricity infrastructure induced wildfire risk in California. Environ. Res. Lett. <b>17<\/b>, 094035 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1088\/1748-9326\/ac8d18\" data-track-item_id=\"10.1088\/1748-9326\/ac8d18\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1088%2F1748-9326%2Fac8d18\" aria-label=\"Article reference 42\" data-doi=\"10.1088\/1748-9326\/ac8d18\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 42\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Predicting%20electricity%20infrastructure%20induced%20wildfire%20risk%20in%20California&amp;journal=Environ.%20Res.%20Lett.&amp;doi=10.1088%2F1748-9326%2Fac8d18&amp;volume=17&amp;publication_year=2022&amp;author=Yao%2CM&amp;author=Bharadwaj%2CM&amp;author=Zhang%2CZ&amp;author=Jin%2CB&amp;author=Callaway%2CDS\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"43.\">\n<p class=\"c-article-references__text\" id=\"ref-CR43\">Filip, M. Re: Information Request Regarding Monitor Team Field Inspections (Kirkland &amp; Ellis LLP, 2020); <a href=\"https:\/\/www.courthousenews.com\/wp-content\/uploads\/2020\/10\/PGEMonitor10202020.pdf\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.courthousenews.com\/wp-content\/uploads\/2020\/10\/PGEMonitor10202020.pdf\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.courthousenews.com\/wp-content\/uploads\/2020\/10\/PGEMonitor10202020.pdf<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"44.\">\n<p class=\"c-article-references__text\" id=\"ref-CR44\">Resolution M-4852: Placing Pacific Gas and Electric Company Into Step 1 of the \u201cEnhanced Oversight and Enforcement Process&#8221; Adopted in Decision 20-05-053 (California Public Utilities Commission, 2021).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"45.\">\n<p class=\"c-article-references__text\" id=\"ref-CR45\">Abatzoglou, J. T. et al. Projected increases in western US forest fire despite growing fuel constraints. Commun. Earth Environ. <b>2<\/b>, 227 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s43247-021-00299-0\" data-track-item_id=\"10.1038\/s43247-021-00299-0\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs43247-021-00299-0\" aria-label=\"Article reference 45\" data-doi=\"10.1038\/s43247-021-00299-0\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 45\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Projected%20increases%20in%20western%20US%20forest%20fire%20despite%20growing%20fuel%20constraints&amp;journal=Commun.%20Earth%20Environ.&amp;doi=10.1038%2Fs43247-021-00299-0&amp;volume=2&amp;publication_year=2021&amp;author=Abatzoglou%2CJT\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"46.\">\n<p class=\"c-article-references__text\" id=\"ref-CR46\">Wang, D. et al. Economic footprint of California wildfires in 2018. Nat. Sustain. <b>4<\/b>, 252\u2013260 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41893-020-00646-7\" data-track-item_id=\"10.1038\/s41893-020-00646-7\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41893-020-00646-7\" aria-label=\"Article reference 46\" data-doi=\"10.1038\/s41893-020-00646-7\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 46\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Economic%20footprint%20of%20California%20wildfires%20in%202018&amp;journal=Nat.%20Sustain.&amp;doi=10.1038%2Fs41893-020-00646-7&amp;volume=4&amp;pages=252-260&amp;publication_year=2021&amp;author=Wang%2CD\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"47.\">\n<p class=\"c-article-references__text\" id=\"ref-CR47\">The Costs of Wildfire in California: An Independent Review of Scientific and Technical Information (California Council on Science and Technology, 2020); <a href=\"https:\/\/ccst.us\/reports\/the-costs-of-wildfire-in-california\/\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/ccst.us\/reports\/the-costs-of-wildfire-in-california\/\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/ccst.us\/reports\/the-costs-of-wildfire-in-california\/<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"48.\">\n<p class=\"c-article-references__text\" id=\"ref-CR48\">2025 PGE Wildfire Mitigation Plan Update (Portland General Electric Company, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"49.\">\n<p class=\"c-article-references__text\" id=\"ref-CR49\">Wildfire Safety Strategy 2025-2027 (Hawaiian Electric Company, 2025).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"50.\">\n<p class=\"c-article-references__text\" id=\"ref-CR50\">Lazar, J., Chernick, P., Marcus, W. &amp; LeBel, M. Electric Cost Allocation for a New Era: A Manual (Regulatory Assistance Project, 2020).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"51.\">\n<p class=\"c-article-references__text\" id=\"ref-CR51\">Werner, K. D., Jarvis, S. Rate of Return Regulation Revisited (Energy Institute at Haas Working Paper, 2023); <a href=\"https:\/\/haas.berkeley.edu\/wp-content\/uploads\/WP329.pdf\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/haas.berkeley.edu\/wp-content\/uploads\/WP329.pdf\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/haas.berkeley.edu\/wp-content\/uploads\/WP329.pdf<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"52.\">\n<p class=\"c-article-references__text\" id=\"ref-CR52\">Goodson, H., Long, T. &amp; Hawiger, M. Sur-Reply Brief of the Utility Reform Network Regarding the Revised Undergrounding Proposal of Pacific Gas and Electric Company (California Public Utilities Commission, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"53.\">\n<p class=\"c-article-references__text\" id=\"ref-CR53\">Davis, L. W. &amp; Hausman, C. Who will pay for legacy utility costs? J. Assoc. Environ Resour. Econ. <a href=\"https:\/\/doi.org\/10.1086\/719793\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1086\/719793\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1086\/719793<\/a> (2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"54.\">\n<p class=\"c-article-references__text\" id=\"ref-CR54\">UM 2207 2025 WMP Update (Pacific Power, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"55.\">\n<p class=\"c-article-references__text\" id=\"ref-CR55\">Hosmer, D. W. &amp; Lemeshow, S. Applied Logistic Regression 2nd edn (2000).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"56.\">\n<p class=\"c-article-references__text\" id=\"ref-CR56\">Pozzolo, A. D., Caelen, O., Johnson, R. A. &amp; Bontempi, G. in 2015 IEEE Symposium Series on Computational Intelligence 159\u2013166 (IEEE, 2015); <a href=\"https:\/\/doi.org\/10.1109\/SSCI.2015.33\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1109\/SSCI.2015.33\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1109\/SSCI.2015.33<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"57.\">\n<p class=\"c-article-references__text\" id=\"ref-CR57\">Cohen, J. Statistical Power Analysis for the Behavioral Sciences 2nd edn (Lawrence Erlbaum Associates, 1988).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"58.\">\n<p class=\"c-article-references__text\" id=\"ref-CR58\">Druckenmiller, H., Liao, Y. P., Pesek, S., Walls, M. &amp; Zhang, S. Removing development incentives in risky areas promotes climate adaptation. Nat. Clim. Change <a href=\"https:\/\/doi.org\/10.1038\/s41558-024-02082-3\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1038\/s41558-024-02082-3\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1038\/s41558-024-02082-3<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"59.\">\n<p class=\"c-article-references__text\" id=\"ref-CR59\">Wildfire Mitigation Tables 1\u201315 (Q1 2024) (Pacific Gas and Electric Company, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"60.\">\n<p class=\"c-article-references__text\" id=\"ref-CR60\">Prest, B., Rennert, K., Newell, R., Pizer, W. &amp; Anthoff, D. Updated Estimates of the Social Cost of Greenhouse Gases for Usage in Regulatory Analysis (Resources for the Future, 2023); <a href=\"https:\/\/media.rff.org\/documents\/EPA_SCC_Report_Comments.pdf\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/media.rff.org\/documents\/EPA_SCC_Report_Comments.pdf\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/media.rff.org\/documents\/EPA_SCC_Report_Comments.pdf<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"61.\">\n<p class=\"c-article-references__text\" id=\"ref-CR61\">Dynamic Load Profiles (Pacific Gas and Electric Company, accessed August 2025); <a href=\"https:\/\/www.pge.com\/assets\/rates\/tariffs\/energy_use_prices.shtml\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.pge.com\/assets\/rates\/tariffs\/energy_use_prices.shtml\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.pge.com\/assets\/rates\/tariffs\/energy_use_prices.shtml<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"62.\">\n<p class=\"c-article-references__text\" id=\"ref-CR62\">Gorman, W. The quest to quantify the value of lost load: a critical review of the economics of power outages. Electric. J. <b>35<\/b>, 107187 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.tej.2022.107187\" data-track-item_id=\"10.1016\/j.tej.2022.107187\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.tej.2022.107187\" aria-label=\"Article reference 62\" data-doi=\"10.1016\/j.tej.2022.107187\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 62\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=The%20quest%20to%20quantify%20the%20value%20of%20lost%20load%3A%20a%20critical%20review%20of%20the%20economics%20of%20power%20outages&amp;journal=Electric.%20J.&amp;doi=10.1016%2Fj.tej.2022.107187&amp;volume=35&amp;publication_year=2022&amp;author=Gorman%2CW\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"63.\">\n<p class=\"c-article-references__text\" id=\"ref-CR63\">Jaffe, M. R. et al. Wildfire Risk to Communities: Spatial Datasets of Wildfire Risk for Populated Areas in the United States 2nd edn (US Forest Service, 2024); <a href=\"https:\/\/doi.org\/10.2737\/RDS-2020-0060-2\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.2737\/RDS-2020-0060-2\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.2737\/RDS-2020-0060-2<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"64.\">\n<p class=\"c-article-references__text\" id=\"ref-CR64\">Jaffe, M. R. et al. Wildfire Risk to Communities 2.0: Updated Methods for Geospatial Datasets for Populated Areas in the United States (Forest Service Research Data Archive, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"65.\">\n<p class=\"c-article-references__text\" id=\"ref-CR65\">Warner, C. Electric power sector wildfire adaptation. Zenodo <a href=\"https:\/\/doi.org\/10.5281\/zenodo.15491554\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.5281\/zenodo.15491554\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.5281\/zenodo.15491554<\/a> (2025).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"66.\">\n<p class=\"c-article-references__text\" id=\"ref-CR66\">Abatzoglou, J. T. Development of gridded surface meteorological data for ecological applications and modelling. Int. J. Climatol. <b>33<\/b>, 121\u2013131 (2013).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1002\/joc.3413\" data-track-item_id=\"10.1002\/joc.3413\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1002%2Fjoc.3413\" aria-label=\"Article reference 66\" data-doi=\"10.1002\/joc.3413\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 66\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Development%20of%20gridded%20surface%20meteorological%20data%20for%20ecological%20applications%20and%20modelling&amp;journal=Int.%20J.%20Climatol.&amp;doi=10.1002%2Fjoc.3413&amp;volume=33&amp;pages=121-131&amp;publication_year=2013&amp;author=Abatzoglou%2CJT\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"67.\">\n<p class=\"c-article-references__text\" id=\"ref-CR67\">Mesowest, University of Utah (RAWS Weather Station Network, accessed August 2025); <a href=\"https:\/\/mesowest.utah.edu\/\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/mesowest.utah.edu\/\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/mesowest.utah.edu\/<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"68.\">\n<p class=\"c-article-references__text\" id=\"ref-CR68\">LANDFIRE (USDA and US Department of the Interior, accessed August 2025); <a href=\"https:\/\/landfire.gov\/index.php\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/landfire.gov\/index.php\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/landfire.gov\/index.php<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"69.\">\n<p class=\"c-article-references__text\" id=\"ref-CR69\">Attachments to 2020 Wildfire Mitigation Plan (&#8220;EDGIS2&#8221;-12.gdb) (Pacific Gas and Electric Company, accessed August 2025); <a href=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program.html\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program.html\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.pge.com\/en\/outages-and-safety\/safety\/community-wildfire-safety-program.html<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"70.\">\n<p class=\"c-article-references__text\" id=\"ref-CR70\">Fire-Threat Maps and Fire-Safety Rulemaking (California Public Utilities Commission, accessed August 2025); <a href=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/fire-threat-maps-and-fire-safety-rulemaking\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/fire-threat-maps-and-fire-safety-rulemaking\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.cpuc.ca.gov\/industries-and-topics\/wildfires\/fire-threat-maps-and-fire-safety-rulemaking<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"71.\">\n<p class=\"c-article-references__text\" id=\"ref-CR71\">2023 Wildfire Mitigation Plan Discovery WMP-Discovery2023_DR_SPD_004-Q001Atch01 (Pacific Gas and Electric Company, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"72.\">\n<p class=\"c-article-references__text\" id=\"ref-CR72\">Utility Company PSPS Reports: Post-Event, Post-Season and Pre-Season (California Public Utilities Commission, accessed August 2025); <a href=\"https:\/\/www.cpuc.ca.gov\/consumer-support\/psps\/utility-company-psps-reports-post-event-and-post-season\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.cpuc.ca.gov\/consumer-support\/psps\/utility-company-psps-reports-post-event-and-post-season\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.cpuc.ca.gov\/consumer-support\/psps\/utility-company-psps-reports-post-event-and-post-season<\/a><\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"73.\">\n<p class=\"c-article-references__text\" id=\"ref-CR73\">2023 Wildfire Mitigation Plan Appendix D ACI PG&amp;E-22-32_Atch01_Redacted (Pacific Gas and Electric Company, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"74.\">\n<p class=\"c-article-references__text\" id=\"ref-CR74\">2023 Wildfire Mitigation Plan Discovery WMP-Discovery2023_DR_MGRA_002-Q008Atch01 (Pacific Gas and Electric Company, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"75.\">\n<p class=\"c-article-references__text\" id=\"ref-CR75\">2022 Wildfire Mitigation Plan Discovery WMP-Discovery2022_DR_MGRA_002-Q01Atch01 (Pacific Gas and Electric Company, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"76.\">\n<p class=\"c-article-references__text\" id=\"ref-CR76\">2022 Wildfire Mitigation Plan Discovery WMP-Discovery2022_DR_MGRA_002-Q02 (Pacific Gas and Electric Company, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"77.\">\n<p class=\"c-article-references__text\" id=\"ref-CR77\">2020 Wildfire Mitigation Plan Supplemental Data Request 3.4 Table 7 Veg (Pacific Gas and Electric Company, 2020).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"78.\">\n<p class=\"c-article-references__text\" id=\"ref-CR78\">2021 Wildfire Mitigation Plan Discovery WildfireMitigationPlans_DR_CalAdvocates_035-Q04-Atch01 (Pacific Gas and Electric Company, 2021).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"79.\">\n<p class=\"c-article-references__text\" id=\"ref-CR79\">2022 Wildfire Mitigation Plan Discovery WMP-Discovery2022_DR_MGRA_002-Q16Atch01 (Pacific Gas and Electric Company, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"80.\">\n<p class=\"c-article-references__text\" id=\"ref-CR80\">2023 Wildfire Mitigation Plan Discovery WMP-Discovery2023_DR_CalAdvocates_006-Q003Atch01 (Pacific Gas and Electric Company, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"81.\">\n<p class=\"c-article-references__text\" id=\"ref-CR81\">2023 Wildfire Mitigation Plan Discovery WMP-Discovery2023_DR_CalAdvocates_003-Q001Atch01 (Pacific Gas and Electric Company, 2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"82.\">\n<p class=\"c-article-references__text\" id=\"ref-CR82\">2023 General Rate Case Exhibit (PG&amp;E-4) Electric Distribution Chapters 1-6. Technical Report Application 21-06-021 (Pacific Gas and Electric Company, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"83.\">\n<p class=\"c-article-references__text\" id=\"ref-CR83\">2022 Wildfire Mitigation Plan Update (Pacific Gas and Electric Company, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"84.\">\n<p class=\"c-article-references__text\" id=\"ref-CR84\">Historical Electric Cost Data (California Public Utilities Commission); <a href=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/electrical-energy\/electric-costs\/historical-electric-cost-data\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.cpuc.ca.gov\/industries-and-topics\/electrical-energy\/electric-costs\/historical-electric-cost-data\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.cpuc.ca.gov\/industries-and-topics\/electrical-energy\/electric-costs\/historical-electric-cost-data<\/a><\/p>\n<\/li>\n","protected":false},"excerpt":{"rendered":"Adaptation Gap Report 2023: Underfinanced. Underprepared. Inadequate Investment and Planning on Climate Adaptation Leaves World Exposed (UNEP, 2023);&hellip;\n","protected":false},"author":2,"featured_media":98771,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[269],"tags":[442,6134,63022,18,60846,440,29959,910,19,17,133],"class_list":{"0":"post-98770","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-environment","8":"tag-climate-change","9":"tag-climate-change-climate-change-impacts","10":"tag-climate-change-adaptation","11":"tag-eire","12":"tag-energy-economics","13":"tag-environment","14":"tag-environmental-law-policy-ecojustice","15":"tag-general","16":"tag-ie","17":"tag-ireland","18":"tag-science"},"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/98770","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=98770"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/98770\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/98771"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=98770"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=98770"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=98770"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}