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Paper Citation Record · LEDGER

Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards

As of 8 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 2026-08-08T06:32:00.761636+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

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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 2026-08-08T06:32:00.761636+00:00.

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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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.125025Z digest=sha256:b7591a5765ae016130ef53a4db7d805c4534cf25123b0801880804b028a4ee50

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.230431Z digest=sha256:6b465a7a12644505e00a73bdd6654e5414e7b13f2060c3f61d6be005f0e5f242

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.435701Z digest=sha256:c7d478cca3222d2ac420e20d6ca1920b61c02eacd3c2a3475ef7b80e109f6c5d

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.495919Z digest=sha256:b95b5141aadf054d500ff6808ca31d219721bd3a70acaf4db15534f89769751c

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.570269Z digest=sha256:ac376ca51ad45585749449c906d5a88049272ec6e4bff1d75b6f776a8eba39ae

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.717882Z digest=sha256:ad13e70dbe9f4fe4c802abf7bc5e89d02a3c635425bbc7488780554b8ed00e72

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.847387Z digest=sha256:a5fe0235999a93dd95b56626be0a16dfe92c318f1b03bf2465721e4823839b85

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.958774Z digest=sha256:276f48cb153fb7a6ec93d9d804ef8c4e81ac2e24b9b54f485c22277726e0a671

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.094021Z digest=sha256:b12cc1f081079590ca380a4f9e745a3f89e3891edbc50421f0c5b63cc7c0f987

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.258352Z digest=sha256:8daabf6d4b564050135f67036408491545c72b302879986c870d4c41d3aff2a4

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.366565Z digest=sha256:ca8b9c6023431abcc2dba7d1df2ef5f7fda962374ad859f0e07b15de28b4e9fe

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.474049Z digest=sha256:22a0d6e20c282d144a645e4b92f8601ffc05673a0f9ddd3342673d63cfa564d2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.601680Z digest=sha256:6bcb2862d62d00bdb09bc184f76fc06272aeb6cb3fff71bd7e4720c60a2be4a2

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.733532Z digest=sha256:27175c849748bd1bf49fab33bac203f5bd08aa68687ddccc340ee5b8ff1a4300

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:33.870679Z digest=sha256:5a9a686ade8015290ba8b540c5122cf3a75a811dadeedbc2828e747b80349833

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.041951Z digest=sha256:7b310b5fab33055909d32f71f65d527d876a943569826eca313dfd2b2a6a30ac

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.163488Z digest=sha256:69c7a351750400c83d7a0f2f2dd57f6e931a84dd1333d4a3f7660676e07993ef

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.288324Z digest=sha256:9e2ae77aa09d335397014d9ea301ba81762891c1b840aa31c180dc8d0b5f3d01

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.441193Z digest=sha256:4e90dfa7e454c670e3b375b52df7f6052b744c8449500a845cd302ad9c47ac9b

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.544847Z digest=sha256:8d25e334ad7c3d0a54aad734d609a6472da720defa8f90b28ddbf26118d04e14

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.703384Z digest=sha256:d02da76b9d26419796edfa2d94031013742ce4003289c1e4998bfb3b5a3b3059

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.883233Z digest=sha256:146137753e10718c1a6fb9d970c616a442e9878183cb8f2e7e47df650980b0a4

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:34.979681Z digest=sha256:5cf07107acdb43170b73163de80e02756f145eddc574849ad05dfcd6f0f3b4e1

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.127093Z digest=sha256:8cbfdef7741955588873c459ad1bcc394652ff2c66cddc7e664d584eaa7ac6a6

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.267209Z digest=sha256:73f0ea1c055fff0271e29aec906bac603451b1f21457750b62f624f1d74b1925

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.437959Z digest=sha256:bbb5caf83e9411b0ff243fdb9f850f8126745e87ff8bb988b02d5c7cc30cf0e7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.505556Z digest=sha256:431311132f10f236535f34bfde08995178899ae0692252368058d44f84b635ed

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.620571Z digest=sha256:a9a6db0c2bfa3ffca0009d50e38ad3c821f5d27ce7f9362fc70945b8638ac280

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.740200Z digest=sha256:40560e74449e26de69c003b17076ee5d3907f90f5699ba5676bb5e4dcbfc44fc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.833400Z digest=sha256:b3da96ee13e16baf24548bea83215040c0edf53c94705ce7c2ce094722a37a8a

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:35.998291Z digest=sha256:d1e439e3145c8b6b90008699258f5e0fe3c787b674cb8886b0d3fbcc2d73c8d5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.131080Z digest=sha256:972b33f8d0b81144312851ba4a802d3b19499a0761cd14707f77eba034c0d027

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.271237Z digest=sha256:2d2a5122b215f1a39536c10645b2fe468d46189445199c6c29dce54b60c13928

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.404424Z digest=sha256:1ca5b390362fa1f5a5c1cc3c7c21ca3a1ef496ddbf9063284e5723aaef91e8ce

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.545521Z digest=sha256:1e5b5e5bbc9aab20e53168ccd3f53675d73aa0aacdc9b3b1499e612fe726f4a4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.638546Z digest=sha256:f69dcc67826b0a2c3637b88d46aaa6240871938f2b1e63f0a8a6ee13c86b6118

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.738851Z digest=sha256:7d782045a60cef92a18e90a5c948272b3133796733c1712935a6164c0ae0b322

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:36.908638Z digest=sha256:0276975cdd2647305880909d48b1106c1a24594464d95f88c8a367c2c28ad4d5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:58:32.302363Z digest=sha256:1dd0b03dce23856f56b3a4175fd25450d6b533710c2e8ff795c5e88ac6871a93

Pith citing papers

No inbound Pith citation observations are available.