Paper Citation Record · LEDGER

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights

As of 16 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2603.04865.

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

pith.paper-citation-record.v1
2603.04865 v4

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T14:58:22.057502Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T05:19:26.613301Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T17:13:45.458715Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e11827d5-95d4-47e9-a42f-82beb03f7987 · outbound

This paper cites White paper: Low altitude economic development - the shenzhen solution,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights White paper: Low altitude economic development - the shenzhen solution,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Unavailable: canonical work link unavailable.

Observation 634cd8a4-120a-48eb-90be-b392a2916cdb · outbound

This paper cites U-space concept of operations (conops) - 4th edition,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights U-space concept of operations (conops) - 4th edition,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 9cd88817-d678-449a-8a1e-a439b2f42cc5 · outbound

This paper cites Designing airspace for urban air mobility: A review of concepts and approaches,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Designing airspace for urban air mobility: A review of concepts and approaches,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation c458a405-a0f4-4c8d-8c71-121472bcf07e · outbound

This paper cites On the understanding of the current status of urban air mobility development and its future prospects: Commuting in a flying vehicle as a new paradigm,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights On the understanding of the current status of urban air mobility development and its future prospects: Commuting in a flying vehicle as a new paradigm,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation fd20d8be-5130-47a5-bbe3-4f7ac9ccae21 · outbound

This paper cites A survey on the unmanned aircraft system traffic management,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights A survey on the unmanned aircraft system traffic management,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 0f1bdefb-b215-484d-bcd1-293c04cb5fd2 · outbound

This paper cites The impact of civil airspace policies on the viability of adopting autonomous unmanned aerial vehicles in last-mile applications,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights The impact of civil airspace policies on the viability of adopting autonomous unmanned aerial vehicles in last-mile applications,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Unavailable: canonical work link unavailable.

Observation a9b3447d-7ccd-4799-8263-c2e96c381cda · outbound

This paper cites Views on the study of low-altitude airspace resources for uav applications,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Views on the study of low-altitude airspace resources for uav applications,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 675765ed-6652-4b21-a857-9282dbadc880 · outbound

This paper cites A review of urban air mobility and its new infrastructure low-altitude public routes,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights A review of urban air mobility and its new infrastructure low-altitude public routes,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Unavailable: canonical work link unavailable.

Observation 26364b70-adc9-4e90-b8bc-4d21fdec6ba1 · outbound

This paper cites Low altitude uav traffic management: An introductory overview and proposal,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Low altitude uav traffic management: An introductory overview and proposal,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

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Observation ef49113c-809a-40cc-99a3-7fc837f6732a · outbound

This paper cites Static pressure from aircraft trailing-cone measurements and numerical weather-prediction analysis,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Static pressure from aircraft trailing-cone measurements and numerical weather-prediction analysis,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 4cfc8b80-bb23-411f-8cfb-521d650473ac · outbound

This paper cites Notice on the release of the national airspace basic classification method,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Notice on the release of the national airspace basic classification method,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation a1e62d62-aaa2-46d4-8149-e1ee4a079938 · outbound

This paper cites The development and evaluation of the earth gravitational model 2008 (egm2008),.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights The development and evaluation of the earth gravitational model 2008 (egm2008),

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

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Observation 2bb62dae-adbd-4a57-8359-c562f55e8f80 · outbound

This paper cites On the barometric formula,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights On the barometric formula,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation a297cee0-dcc5-49d2-9ea1-c82742188a08 · outbound

This paper cites Icarus - a tool for managing future manned and unmanned aviation,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Icarus - a tool for managing future manned and unmanned aviation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation aa4cb49b-fbc7-43dc-8083-9181b49805f7 · outbound

This paper cites Icarus project: Common altitude reference for uas in vll airspace,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Icarus project: Common altitude reference for uas in vll airspace,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 74ce28e6-58c0-4735-b7f1-4cf55f623c0b · outbound

This paper cites Icarus final report: Transition to u-space advanced services,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Icarus final report: Transition to u-space advanced services,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 7070d8df-35cb-4ed1-9220-07fd63ea5d00 · outbound

This paper cites Evolution of the world geodetic system 1984 (wgs 84) terrestrial reference frame,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Evolution of the world geodetic system 1984 (wgs 84) terrestrial reference frame,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

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Observation 794ed650-b044-481c-829e-8caa44111a7c · outbound

This paper cites A study on the 1985 national datum level of altitude,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights A study on the 1985 national datum level of altitude,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 22901c1c-24a4-4137-b4ac-19c1a463d25e · outbound

This paper cites North american vertical datum of 1988 (navd 88),.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights North american vertical datum of 1988 (navd 88),

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

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Observation b6d97b63-e60d-4e84-9f0b-ab005653541f · outbound

This paper cites National geodetic survey glossary,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights National geodetic survey glossary,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ded8e9d-4039-4e89-8c0f-f00c2f3561fe · outbound

This paper cites What does height really mean? part iii: Height systems,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights What does height really mean? part iii: Height systems,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation c0b8a239-1699-414a-8561-2a10e5001cac · outbound

This paper cites 2019 national science and technology award announcement,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights 2019 national science and technology award announcement,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation ff6af7fb-e4ad-4d28-ac19-5170ade7845f · outbound

This paper cites Traffic management for unmanned aircraft systems (uas),.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Traffic management for unmanned aircraft systems (uas),

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 25646c32-79ad-4619-8331-4dae52351fc2 · outbound

This paper cites Interim regulations on un- manned aircraft flight management,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Interim regulations on un- manned aircraft flight management,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 0682b9ca-e6c9-424e-94db-c8fc860f2e59 · outbound

This paper cites an unresolved cited work.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation d49f2af9-4e58-4be4-83aa-9a6fc148ea4d · outbound

This paper cites Icao codes,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Icao codes,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af727ad0-f28f-45c7-951b-551fa32dbfd2 · outbound

This paper cites White paper: Low altitude economic development (2.0) - digital solution,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights White paper: Low altitude economic development (2.0) - digital solution,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 322452a5-9092-4370-8a42-d579ac76bdf5 · outbound

This paper cites Daily mean sea level pressure data,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Daily mean sea level pressure data,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation e4813126-057a-4600-b728-b2881131b249 · outbound

This paper cites The accuracy of local mean sea level in zhejiang coastal area and its application,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights The accuracy of local mean sea level in zhejiang coastal area and its application,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 2e29dbf9-a5ae-419e-bc04-5d27078ce963 · outbound

This paper cites Accuracy and precision of gnss in the field,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Accuracy and precision of gnss in the field,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 3b6c03cc-7de2-45c2-a6fe-b348aa12ec68 · outbound

This paper cites Worldwide airport database,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Worldwide airport database,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 860d3705-cd37-43d7-8e41-557f96df5617 · outbound

This paper cites A high-accuracy map of global terrain elevations,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights A high-accuracy map of global terrain elevations,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 52dca0ba-9501-4fad-92c8-090169a5ceb7 · outbound

This paper cites Nasadem dataset,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Nasadem dataset,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 55d47178-4389-49f4-8be1-380c553b6b6b · outbound

This paper cites The shuttle radar topography mission,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights The shuttle radar topography mission,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 2476bbc9-e545-4e64-9a56-e3f3beedc43c · outbound

This paper cites Copernicus digital elevation model product handbook, geo1988-copernicusdem-spe-002,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Copernicus digital elevation model product handbook, geo1988-copernicusdem-spe-002,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 214805ad-825a-4a80-823c-24406bc41340 · outbound

This paper cites Geodetic altitude from barometer and weather data for gnss integrity monitoring in aviation,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Geodetic altitude from barometer and weather data for gnss integrity monitoring in aviation,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation c5c8a62f-73e0-4fad-aed9-72f832b3a39d · outbound

This paper cites Notice soliciting opinions on the draft regulation on airspace management of the people’s republic of china,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Notice soliciting opinions on the draft regulation on airspace management of the people’s republic of china,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation e1f2dc7d-cc47-4a3f-8f1f-59edabd093ed · outbound

This paper cites Manual on implementation of a 300 m (1 000 ft.) vertical separation minimum between fl 290 and fl 410 inclusive,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Manual on implementation of a 300 m (1 000 ft.) vertical separation minimum between fl 290 and fl 410 inclusive,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation f6d7caa4-35fd-4759-bad2-d4bf4d1af1bd · outbound

This paper cites Analysis of long-range air traffic systems: separation standards—i,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Analysis of long-range air traffic systems: separation standards—i,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Observation 6ba2515d-4eb9-4578-9221-bda87caca889 · outbound

This paper cites Solution of some problems in the theory of probabilities of significance in automatic telephone exchanges,.

The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights Solution of some problems in the theory of probabilities of significance in automatic telephone exchanges,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-15T14:58:22.057502Z

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Pith citing papers

Observation b57569d5-309e-4f9d-8d95-3de276efdd9f · inbound

Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge cites this paper.

Overview of ESDD2: Environment-Aware Speech and Sound Deepfake Detection Challenge The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T17:13:45.460141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.