Pith. sign in

Paper Citation Record · LEDGER

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2506.06575.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06575 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:36.908638Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

  • verified exact1
  • verified fuzzy38
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c312f746-8e8a-4885-ae69-1526ffe61ce8 · outbound

This paper cites Blackout: Extreme weather, climate change and power outages,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Blackout: Extreme weather, climate change and power outages,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:47.991450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:31.967600Z digest=sha256:7b901e90a913ad7bc6fc538f561ef0a6f5d5b73bd75dc371ff6bb3bb331135f9

Observation 2d2298f9-5011-4925-b3fe-6107fd841e54 · outbound

This paper cites U.S. Billion-Dollar Weather and Climate Disasters,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards U.S. Billion-Dollar Weather and Climate Disasters,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:47.695671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.125025Z digest=sha256:5e03b60ecf3a6a75cb491392ff5b6ecf1a0758c0436db437ee91515d8e04e3aa

Observation 4b52a54f-b004-4042-9269-1d1feb9923e7 · outbound

This paper cites Weather-related Power Outages Rising,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Weather-related Power Outages Rising,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:47.456838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.230431Z digest=sha256:5edffb9e5605c13773ef0c59e054027703a6e5e155ffe1a5d2c72f5207829ddc

Observation f7db5656-618d-4436-b190-077d903d80cf · outbound

This paper cites Improving the estimated cost of sustained power interruptions to electricity cus- tomers,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Improving the estimated cost of sustained power interruptions to electricity cus- tomers,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:46.891217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.435701Z digest=sha256:9015dc5680cade380ee2d9bd788f115a04800c17f42953aecfcd900b5294fd35

Observation 207855ac-f24f-4d28-ad42-e05242d0dfe5 · outbound

This paper cites Biden-Harris Administration announces additional $2 billion to protect the grid against growing threats of extreme weather, expand transmission,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Biden-Harris Administration announces additional $2 billion to protect the grid against growing threats of extreme weather, expand transmission,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:46.600052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.495919Z digest=sha256:24014e770bad38e33a8a663dc6e057b9cb735ceeacef82db591981659b0ccb43

Observation 853b9931-b8ca-45c6-b7a3-a5f8594eb2da · outbound

This paper cites an unresolved cited work.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:58:46.314976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.570269Z digest=sha256:721fa3093734c31100700aba9911d4fd120a9ecfcb4c2bbd5c55c5b667a49e3f

Observation da65cd2f-ba07-46d5-b4c3-d6262d3cfa60 · outbound

This paper cites Berg,Tropical cyclone report: Hurricane Ike (al092008), 1-14 September 2008.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Berg,Tropical cyclone report: Hurricane Ike (al092008), 1-14 September 2008

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:46.057273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.717882Z digest=sha256:2fbd6c9d7dfe664cb46da917e3aa370d631afe061660c727383a8c87027f2513

Observation 0bb7deb0-886b-4495-beb8-6699a6378d2f · outbound

This paper cites How do power lines cause wildfires?.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards How do power lines cause wildfires?

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:45.768599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.847387Z digest=sha256:5f77b2fb0a8f2022c4b93ef7fbbcfdb2d0578754f9507c8f169f7184f2398b0a

Observation f08d3eb5-22d5-4ee3-9df4-5476d4702ac2 · outbound

This paper cites Extreme weather and electricity markets: Key lessons from the February 2021 Texas crisis,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Extreme weather and electricity markets: Key lessons from the February 2021 Texas crisis,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:45.475226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.958774Z digest=sha256:8d3df02a69a9a9823ec78ad8b5a1183fe0a868a5a42938cea377f3769fb0f538

Observation 0146b5b1-5734-490a-b5b7-ea28c332e45a · outbound

This paper cites Some Houston-area power outages could last weeks after deadly storms cause widespread damage,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Some Houston-area power outages could last weeks after deadly storms cause widespread damage,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:45.181362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.094021Z digest=sha256:6d684fc352d40a226a1501850705a9d7d7b3e289e2288b3af97edc3495f9ba9b

Observation a744d418-2d74-475b-bcc0-f3eb0baec676 · outbound

This paper cites Severe weather, utility spending, and the long-term reliability of the US power system,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Severe weather, utility spending, and the long-term reliability of the US power system,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:44.840615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.258352Z digest=sha256:71eafa274a3553c80c5fe1ad8e955f4b28d7b309e4b244c077024c87665be62f

Observation 5574f912-76f8-452b-b243-6d29e96cb1ce · outbound

This paper cites The climate-energy nexus: A crit- ical review of power grid components, extreme weather, and adaptation measures,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards The climate-energy nexus: A crit- ical review of power grid components, extreme weather, and adaptation measures,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:44.521470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.366565Z digest=sha256:0f48fdbd3db0b606bc18e25cc945b0ea007a3af80aec914fc6faa21720ce8a88

Observation 8167d19f-00ab-41b4-bb27-ffbfa479d87f · outbound

This paper cites Power system resilience: Current practices, challenges, and future directions,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Power system resilience: Current practices, challenges, and future directions,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:44.283868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.474049Z digest=sha256:76a59fdc2df2fff7d8d0c6ce1782e90d5b6c46c21001864380c9b8d581282201

Observation 11d8d2e9-ec6a-4026-9009-9ead94194168 · outbound

This paper cites Proactive operations and investment planning via stochastic optimization to enhance power systems’ extreme weather resilience,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Proactive operations and investment planning via stochastic optimization to enhance power systems’ extreme weather resilience,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:43.972666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.601680Z digest=sha256:36db27ac32b17b2d18e8e8bef5f6d5b87781e8dfe4926bf0b59ad0d77eebea50

Observation cdb04c14-ba03-4053-9065-210d2165d5ee · outbound

This paper cites Increasing the resilience of the Texas power grid against extreme storms by hardening critical lines,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Increasing the resilience of the Texas power grid against extreme storms by hardening critical lines,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:43.740140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.733532Z digest=sha256:2ebc999a13989a355cfbdbaf494f5c730f0540a7d822fe97dc4a4646bff65749

Observation 95aa80c3-5d84-4713-9d18-819d425a09ef · outbound

This paper cites Enhancing power grid resilience to winter storms via generator winterization with equity considerations,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Enhancing power grid resilience to winter storms via generator winterization with equity considerations,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:43.446105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:33.870679Z digest=sha256:667ddeb6664ea83b6d433d2e1bc1d919d29f1e95ff1936dd72a19da1ee8bca00

Observation 0de81921-4a35-4fee-aedb-49d5467c7231 · outbound

This paper cites Three-stage optimization model to inform risk-averse investment in power system resilience to winter storms,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Three-stage optimization model to inform risk-averse investment in power system resilience to winter storms,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:43.192715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.041951Z digest=sha256:4b41fd70603fd262ed8374f38efaaed7874978cc070d7a8f0c358b2ea3502c12

Observation 59520871-ccad-4574-966c-88998d37547d · outbound

This paper cites Equitably allocating wildfire resilience investments for power grids – The curse of aggregation and vulnerability indices,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Equitably allocating wildfire resilience investments for power grids – The curse of aggregation and vulnerability indices,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:42.857390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.163488Z digest=sha256:70728b3dba0be945303c795765ab24f60f20f73df64f5eede42544a8f21ac5c9

Observation 0cfedfce-b8a7-4a26-829a-f7d6c5fd0615 · outbound

This paper cites Long duration battery sizing, siting, and operation under wildfire risk using progressive hedging,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Long duration battery sizing, siting, and operation under wildfire risk using progressive hedging,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:42.525274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.288324Z digest=sha256:1682baec8f115ae68ff62b38b78c59efe0bb8e0190a798ec7919de1de82726c5

Observation 81ad54dc-15ca-4b1e-83b8-d6739013be04 · outbound

This paper cites Transmission and Capacity Expansion Planning Against Rising Temperatures: A Case Study in Arizona.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Transmission and Capacity Expansion Planning Against Rising Temperatures: A Case Study in Arizona

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:58:37.135827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.441193Z digest=sha256:fe6f10176256bf2a164a7bd8d0b931da8decc39c34a25eae1655d682a94da5f8

Observation ccc50ed9-597d-45ca-8fa1-4ad7fdba77a9 · outbound

This paper cites Multi-stage and resilience-based distribution network expansion planning against hur- ricanes based on vulnerability and resiliency metrics,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Multi-stage and resilience-based distribution network expansion planning against hur- ricanes based on vulnerability and resiliency metrics,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:42.126163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.544847Z digest=sha256:ef0a602a6558846f7d6a487b51ded677c24be9ae1add1d0456a446104f28f68b

Observation 4591e8f4-b075-48c6-a1ef-085149bda33f · outbound

This paper cites Co-optimized expansion planning to enhance electrical system resilience in Puerto Rico,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Co-optimized expansion planning to enhance electrical system resilience in Puerto Rico,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:41.749712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.703384Z digest=sha256:e3ccd26f8bb510785a684cbda58d07db8e93597d5f29cd8a93db1e4f00f4756d

Observation c7cc8e00-7143-4aad-80b0-211dd4b25438 · outbound

This paper cites Climate-aware generation and transmission expansion planning: A three-stage robust optimization approach,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Climate-aware generation and transmission expansion planning: A three-stage robust optimization approach,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:41.451415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.883233Z digest=sha256:5e986cd9a6898a1dd4819c1ba7b489a2249f3a94b4880d6b154c8e3db18f1e52

Observation aad0447e-0912-4fe1-8053-c73614f83c6f · outbound

This paper cites Fire ignition data,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Fire ignition data,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:41.087584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:34.979681Z digest=sha256:1d9130cfdbce4695493818905664e4a31a07224727519f64ac7d356d95c734ee

Observation 755e3a19-4056-4abb-858a-e55b16b145bc · outbound

This paper cites California power shutoffs: Deficiencies in data and reporting,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards California power shutoffs: Deficiencies in data and reporting,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:40.781461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.127093Z digest=sha256:90e063d125ac8b4e8cb9c82d6ca495ae9d2657f804b34c3569ff497aae4826bb

Observation 15c84ade-a2d7-4c11-b0cf-5255afc718a2 · outbound

This paper cites Resilient expansion planning of electricity grid under prolonged wildfire risk,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Resilient expansion planning of electricity grid under prolonged wildfire risk,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:40.577969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.267209Z digest=sha256:35d180b4472f8b878e258c1a9f9c60915e70f4c713dcbab70f8a2ebdf365d7c8

Observation 8f4d1bd2-553b-47ed-9799-ea4de75bb35b · outbound

This paper cites Managing wildfire risk and promoting equity through optimal configuration of networked microgrids,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Managing wildfire risk and promoting equity through optimal configuration of networked microgrids,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:40.381310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.437959Z digest=sha256:dafe6dcf8d96c0dc1c1e0f3655ad4025ddce9a983d80c4b25420b5776188f469

Observation bd5dbc69-dfa9-4378-8647-291d8469c1dc · outbound

This paper cites Optimizing transmission infrastructure investments to support line de-energization for mitigating wildfire ignition risk,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Optimizing transmission infrastructure investments to support line de-energization for mitigating wildfire ignition risk,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:40.168306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.505556Z digest=sha256:f0f3ecd7920c30c450bf57f3f413d4dfb0c9e23e994b7f58db8eb2ea1683bcb8

Observation c0632625-1f6a-4f75-ac5a-79f0fdc4c8a5 · outbound

This paper cites A robust optimiza- tion approach to determine power line undergrounding under wildfire risk,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards A robust optimiza- tion approach to determine power line undergrounding under wildfire risk,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:39.947847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.620571Z digest=sha256:809575784416bed9a91c977a05bfc2da705d5c587263dfe551f230d354eb2827

Observation 6eefa3d5-b7c0-47ea-aa6c-b205fdc3ad42 · outbound

This paper cites A framework for risk assessment and optimal line upgrade selection to mitigate wildfire risk,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards A framework for risk assessment and optimal line upgrade selection to mitigate wildfire risk,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:39.718355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.740200Z digest=sha256:22b426cc0f7818f141f673b626f60b4f69c7c9f2390ccd316776357666083f2e

Observation f0725f14-4cca-456e-a02a-e3a40fbe7c03 · outbound

This paper cites Creation of synthetic electric grid models for transient stability studies,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Creation of synthetic electric grid models for transient stability studies,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:39.486973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.833400Z digest=sha256:bf9379acdfd8eb838e58c2589e1577074157b656f3a48d788ddf31308a7a6823

Observation 97dae00f-93ef-491e-b04d-2efbc7e8c204 · outbound

This paper cites A dataset of recorded electricity outages by United States county 2014–2022,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards A dataset of recorded electricity outages by United States county 2014–2022,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:39.264558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:35.998291Z digest=sha256:1884e8afe7599ce99cdc68c496b6b247bca38730d4cdbb9502c53aac709363b0

Observation e599668f-5556-40d7-bb4b-e76e84fbe37e · outbound

This paper cites Storm events database, version 3.1,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Storm events database, version 3.1,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:38.992969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.131080Z digest=sha256:3fb9ae54cdc729796088170b9044388be66f2624ee57f5a1eb583265dbd7d929

Observation 9381990e-4281-492e-809c-7e8231076e5c · outbound

This paper cites A review of public safety power shutoffs (PSPS) for wildfire mitigation: Policies, practices, models and data sources,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards A review of public safety power shutoffs (PSPS) for wildfire mitigation: Policies, practices, models and data sources,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:38.722104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.271237Z digest=sha256:f18a8f51530a8279cb75afeec1737f712f3d8e205b3cc95d9d69dc647ce2c450

Observation 56ba4abe-4581-461a-a99d-7c9cfcf639b2 · outbound

This paper cites Modeling, tuning, and val- idating system dynamics in synthetic electric grids,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Modeling, tuning, and val- idating system dynamics in synthetic electric grids,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:38.437978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.404424Z digest=sha256:dc97aedf3f2b0102d43138622e045d9145ef29bc891a06ef7fb16d2a5d40915e

Observation 35e2c9b6-37f7-4521-a084-9294d2aee631 · outbound

This paper cites Analysis and applications of the beta prime distribution in statistical modeling,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Analysis and applications of the beta prime distribution in statistical modeling,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:38.219483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.545521Z digest=sha256:7f79f8c02b8bb864f0af126ec01030ad13820c16643076ea127e34dda9f30dd9

Observation e5020c79-b99f-4e8e-aaa4-827f1669dbce · outbound

This paper cites Utilizing beta distribution for probabilistic modeling: Five numer- ical examples,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Utilizing beta distribution for probabilistic modeling: Five numer- ical examples,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:37.927787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.638546Z digest=sha256:919da99f420b389948395a039fc144522dbf9b8aa503a25e58148fe6016c913c

Observation 2627842a-83e5-4047-b1ad-64de480a256b · outbound

This paper cites The IEEE Reliability Test System-1996. A Report Prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards The IEEE Reliability Test System-1996. A Report Prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:37.580068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.738851Z digest=sha256:f73882993b0f3e231f520c3dc01ffaab104b83cab764709fe02b549c9b5f2a5d

Observation db4160c4-9347-4381-a24e-198f44ab4a52 · outbound

This paper cites Wildland Fire Potential Index,.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Wildland Fire Potential Index,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:37.329721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:36.908638Z digest=sha256:5f3b29b2b3028fe7db3e7655e8b114b442ae406386cfe7f6f21de0ae062f9bed

Observation f1cab4ad-4fbd-4d52-bd64-4f6a2fe6b41b · outbound

This paper cites Available: https://www.climatecentral.org/climate- matters/weather-related-power-outages-rising.

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards Available: https://www.climatecentral.org/climate- matters/weather-related-power-outages-rising

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:47.177102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:58:32.302363Z digest=sha256:7ea90a6c285872b84085279de7e2f80d744a6448ece2e2a60549c7355c77d7cd

Pith citing papers

No inbound Pith citation observations are available.