Paper Citation Record · LEDGER

Optimizing Start Locations in Ergodic Search for Disaster Response

As of 21 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.02708.

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

pith.paper-citation-record.v1
2507.02708 v3

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:27:25.970345Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy15
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef127ee6-dc65-4262-a84d-99a0fd767131 · outbound

This paper cites Tech- nologies enabling situational awareness during disaster response: A systematic review,.

Optimizing Start Locations in Ergodic Search for Disaster Response Tech- nologies enabling situational awareness during disaster response: A systematic review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:29.034334Z

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.

Observation 94e929d8-2cc3-496a-a27e-872175c86fb5 · outbound

This paper cites an unresolved cited work.

Optimizing Start Locations in Ergodic Search for Disaster Response Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:27:28.871086Z

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.

Observation 2746b5f1-575f-415b-8645-52581acda6b9 · outbound

This paper cites Adoption of robots for disasters: Lessons from the response to covid-19,.

Optimizing Start Locations in Ergodic Search for Disaster Response Adoption of robots for disasters: Lessons from the response to covid-19,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:28.690526Z

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.

Observation 77829426-60f0-496e-98aa-74d7ad4a2f14 · outbound

This paper cites Spectral-based distributed ergodic coverage for heterogeneous multi- agent search,.

Optimizing Start Locations in Ergodic Search for Disaster Response Spectral-based distributed ergodic coverage for heterogeneous multi- agent search,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:28.514347Z

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.

Observation d7a65343-df13-4f01-aef0-ea058be9c436 · outbound

This paper cites CRASAR-U-DROIDs: A Large Scale Benchmark Dataset for Building Alignment and Damage Assessment in Georectified sUAS Imagery.

Optimizing Start Locations in Ergodic Search for Disaster Response CRASAR-U-DROIDs: A Large Scale Benchmark Dataset for Building Alignment and Damage Assessment in Georectified sUAS Imagery

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:24.895374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca35d378-a979-4dd7-9019-ecc81101d25e · outbound

This paper cites Metrics for ergodicity and design of ergodic dynamics for multi-agent systems,.

Optimizing Start Locations in Ergodic Search for Disaster Response Metrics for ergodicity and design of ergodic dynamics for multi-agent systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:28.354957Z

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.

Observation 189a733f-df54-4f2e-a94e-b01b675e8e53 · outbound

This paper cites Search and rescue base of operation prioritization with aerial orthomo- saics,.

Optimizing Start Locations in Ergodic Search for Disaster Response Search and rescue base of operation prioritization with aerial orthomo- saics,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:28.160703Z

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.

Observation fb2bfd98-080b-48f0-a4c7-55275c87c9d7 · outbound

This paper cites Quantitative data analysis: Crasar small unmanned aerial systems at hurricane harvey,.

Optimizing Start Locations in Ergodic Search for Disaster Response Quantitative data analysis: Crasar small unmanned aerial systems at hurricane harvey,

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:27:26.173293Z

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.

Observation b736fd7d-4ec6-40fe-9add-d71228bccc38 · outbound

This paper cites Robotic fire- fighting: A review and future perspective,.

Optimizing Start Locations in Ergodic Search for Disaster Response Robotic fire- fighting: A review and future perspective,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:28.016269Z

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.

Observation b09d4bdc-0245-4ef3-9dfd-5f6a236626b6 · outbound

This paper cites FEMA preliminary damage assess- ment guide,.

Optimizing Start Locations in Ergodic Search for Disaster Response FEMA preliminary damage assess- ment guide,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:27.849574Z

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.

Observation 5ff0d7c2-f9ec-4a22-855f-34dbeec6379d · outbound

This paper cites Coverage for robotics–a survey of recent results,.

Optimizing Start Locations in Ergodic Search for Disaster Response Coverage for robotics–a survey of recent results,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:27.690627Z

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.

Observation 13e7480d-9c36-4b60-945e-dd98c43825cb · outbound

This paper cites Optimal search for a moving target - A geometric approach,.

Optimizing Start Locations in Ergodic Search for Disaster Response Optimal search for a moving target - A geometric approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:27.527765Z

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.

Observation b771a267-be2f-4d25-bbbe-e61f77577879 · outbound

This paper cites Multi-uav target search using de- centralized gradient-based negotiation with expected observation,.

Optimizing Start Locations in Ergodic Search for Disaster Response Multi-uav target search using de- centralized gradient-based negotiation with expected observation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:27.335463Z

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.

Observation b40f2784-fb3a-4b07-bc92-4eef0e7f0d73 · outbound

This paper cites Multi-robot search and rescue: A potential field based approach,.

Optimizing Start Locations in Ergodic Search for Disaster Response Multi-robot search and rescue: A potential field based approach,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:27.147162Z

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.

Observation 4f14f667-77f0-46c8-9d0f-943c1072a60c · outbound

This paper cites Multi- vehicle bayesian search for multiple lost targets,.

Optimizing Start Locations in Ergodic Search for Disaster Response Multi- vehicle bayesian search for multiple lost targets,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:26.972059Z

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.

Observation 0e455e99-d89a-452b-80cd-6ede1e351c9f · outbound

This paper cites Utility-guided palpation for locating tis- sue abnormalities,.

Optimizing Start Locations in Ergodic Search for Disaster Response Utility-guided palpation for locating tis- sue abnormalities,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:26.791250Z

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.

Observation 0e89d92f-6d26-46b7-be65-4a259b5d4078 · outbound

This paper cites Ergodic cover- age in constrained environments using stochastic tra- jectory optimization,.

Optimizing Start Locations in Ergodic Search for Disaster Response Ergodic cover- age in constrained environments using stochastic tra- jectory optimization,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:26.581286Z

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.

Observation e4b041fb-5ae6-428d-8d64-96ec561694b9 · outbound

This paper cites Ergodic exploration of distributed information,.

Optimizing Start Locations in Ergodic Search for Disaster Response Ergodic exploration of distributed information,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:27:26.376925Z

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.

Pith citing papers

No inbound Pith citation observations are available.