Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T23:38:44.262041Z
Paper Citation Record · LEDGER
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus
As of 4 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2604.03308.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T17:06:56.291614Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
16 of 16 outbound references displayed
- verified exact1
- verified fuzzy15
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a6ba9dae-cb69-4a6b-a62b-3faf67ce872d · outbound
This paper cites An edge computing-based solution for real-time leaf disease classification using thermal imaging.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus An edge computing-based solution for real-time leaf disease classification using thermal imaging
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.681411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ea179a30-5a31-4674-b2ea-2009298428ba · outbound
This paper cites Off-road detection analysis for autonomous ground vehicles: A review.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Off-road detection analysis for autonomous ground vehicles: A review
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.629505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 29906915-12b2-4a84-9ea1-32c68c474e99 · outbound
This paper cites Overview of edge computing in the agricultural internet of things: Key technologies, applications, challenges.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Overview of edge computing in the agricultural internet of things: Key technologies, applications, challenges
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.634125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bf98758a-8dd5-496c-95b1-29eb81fcfa87 · outbound
This paper cites Cloud–edge–device collaborative computing in smart agriculture: ar- chitectures, applications, and future perspectives.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Cloud–edge–device collaborative computing in smart agriculture: ar- chitectures, applications, and future perspectives
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.625711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d3750a84-a156-453a-ba05-c591f52e6859 · outbound
This paper cites A review of cutting-edge sensor technologies for improved flood monitoring and damage assessment.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus A review of cutting-edge sensor technologies for improved flood monitoring and damage assessment
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.669697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 11d8faab-33be-45ec-9efd-242591a29e21 · outbound
This paper cites Alleyfloodnet: A ground-level image dataset for rapid flood detection in economically and flood-vulnerable areas.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Alleyfloodnet: A ground-level image dataset for rapid flood detection in economically and flood-vulnerable areas
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.642600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 23454145-4ffb-41d5-8512-aafc77bcd832 · outbound
This paper cites Deep neural network-based flood monitoring system fusing RGB and LWIR cameras for embedded IoT edge devices.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Deep neural network-based flood monitoring system fusing RGB and LWIR cameras for embedded IoT edge devices
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.686400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 24a07812-c7fb-4719-973b-5325ef202a6c · outbound
This paper cites Real-time flood monitoring with computer vision through edge computing-based internet of things.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Real-time flood monitoring with computer vision through edge computing-based internet of things
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.690664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f52ff96b-577a-4d47-bdff-fc8d60c00992 · outbound
This paper cites A survey on iot application architectures.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus A survey on iot application architectures
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.673186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4a20a8b0-8b3b-4873-abd8-25ef748ebfbe · outbound
This paper cites Internet of things (iot) edge challenges and functions.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Internet of things (iot) edge challenges and functions
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.677123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 73518160-1254-40cb-8f75-3e6080b6bc18 · outbound
This paper cites Agreement-based cascading for efficient inference.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Agreement-based cascading for efficient inference
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T23:43:26.877244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c2fc5e83-f22c-404f-af85-a9fca6868139 · outbound
This paper cites Ub water detection.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Ub water detection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.646380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 912e7148-b183-4223-8469-3cd95f9c8875 · outbound
This paper cites Segwater.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Segwater
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.638728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 08dc021b-97e2-464c-898c-d5b043e02a5b · outbound
This paper cites Ponding-v2.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Ponding-v2
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.650398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ef4f1e34-1ac8-46ca-a030-f68d4ca32ebb · outbound
This paper cites Flash flood fore- casting: An ingredients-based methodology.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Flash flood fore- casting: An ingredients-based methodology
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.659505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 76db1695-2f5b-4abf-bc46-14cf56361adb · outbound
This paper cites Influence of changes in rainfall and soil moisture on trends in flooding.
Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus Influence of changes in rainfall and soil moisture on trends in flooding
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T23:43:27.665560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
Observation ad3ef815-b5bb-4863-83ea-7ae7ee00c964 · inbound
Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods cites this paper.
Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T17:06:56.291614Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.