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Paper Citation Record · LEDGER

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation

As of 20 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2412.10351.

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

pith.paper-citation-record.v1
2412.10351 v3

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:10:26.783989Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

64 of 64 outbound references displayed

  • verified exact10
  • verified fuzzy18
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd7b4ffa-cfb5-4c49-b4e2-ed5260b4c3ef · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.789667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.423190Z digest=sha256:75e5ec2dccde22149ac4658eb44a814d2b13c8ac29c2c996ddd44b32e64e5a82

Observation e52a5a16-b340-46f2-9dfd-6a7318f080e4 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T16:10:26.429602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.429602Z digest=sha256:3776d80cc18f4b258f1ce102cb5027563ac8bd176e1740fc6c87584c2484f024

Observation e1beea90-639c-4d46-b466-b9ed73c762b0 · outbound

This paper cites Andersen, R.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Andersen, R

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.772075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bb5e8120-2d88-4f49-a275-0dcef50e43cc · outbound

This paper cites Naip: National agriculture imagery program, 2024.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Naip: National agriculture imagery program, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.754626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.440982Z digest=sha256:fad969758af3b2719f440bad79fbc2ad399cb647d5fce37ce0c3c766cb462208

Observation 657d2b2b-15f3-432a-8db8-38588084aa05 · outbound

This paper cites Beland, G.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Beland, G

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.735758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.447409Z digest=sha256:7ede3841bc7a7f77e1acabd055cc583ee5bf118304d8ff2e1ecbe119adfa5bab

Observation b97b06d3-0bf7-453b-beba-061326cd3355 · outbound

This paper cites ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T16:10:26.453178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.453178Z digest=sha256:ca7d2d2841dd4072faeefac786b3c4f43d3c9b379e153e245f394308915dbb35

Observation b6672501-a508-4a59-8fbe-80d042e9a731 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 7

Resolution
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no resolver link, observed 2026-08-11T16:10:26.459996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.459996Z digest=sha256:c9296cbf58e4008ece8e8067b675594ccb146a92febc130fd0edbe98b4fac8bd

Observation 03afc8c7-23eb-4ec5-bc83-d6ffb3ef6a05 · outbound

This paper cites Vision Transformers Need Registers.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Vision Transformers Need Registers

Reference 8

Resolution
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no resolver link, observed 2026-08-11T16:10:26.465473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.465473Z digest=sha256:8fcdc296af4fb8cb1d288ee7dd81201206ef5e08150caf2ff95339c2d7adcc96

Observation 988a38ed-5953-40ab-a2b8-e184ca959f4b · outbound

This paper cites The Road Less Scheduled.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation The Road Less Scheduled

Reference 9

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no resolver link, observed 2026-08-11T16:10:26.471744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.471744Z digest=sha256:cfe47e0e6e57a34a49d9767336f30bfd9b13f2378f50ff77fd93f133bbcdbe63

Observation 6c2eba9e-4b83-4c80-a650-9a46e8451219 · outbound

This paper cites 8-bit Optimizers via Block-wise Quantization.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T16:10:26.477257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.477257Z digest=sha256:d6126dea0ab6de9a5ad164e8569a9ebfbc886175b111f4faf5c49132c1d29d67

Observation d7c2653a-ab58-47d3-9fcc-09b3f9f4ca5a · outbound

This paper cites Drusch, U.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Drusch, U

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.717005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.482792Z digest=sha256:95774f7e32e8b83a8bfed47e5eba818352ed5a027d07ae3728ba58ebe8672d56

Observation 864a90a2-08c5-4f90-b9c9-9f10fcdb763c · outbound

This paper cites Dubayah, J.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Dubayah, J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.698940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.488716Z digest=sha256:9fe3bbc11779aae12b6b062bbb471a56f3b71a892b4db8955ac802fa1df469f6

Observation 65033a8b-8b89-493a-b029-c4900072a206 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.682916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.493802Z digest=sha256:b8665cfbc44fb844fbc86c5606a81c450ec693d88e6f7994a14cedb06ba797fd

Observation 5aa8b926-ecc0-4a47-80ac-f3f019e67903 · outbound

This paper cites National Agriculture Im- agery Program (NAIP), 2017.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation National Agriculture Im- agery Program (NAIP), 2017

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.663208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.498772Z digest=sha256:4e3d09f2d70efba074c6d3c8ecd510114967dce3d6a3d1991bce1f9f9d0acd1c

Observation 41d994c1-179f-4559-a618-2bc6f5d5f98b · outbound

This paper cites Global canopy height map for the year 2020 derived from sentinel-2 and gedi (version 1), 2023.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Global canopy height map for the year 2020 derived from sentinel-2 and gedi (version 1), 2023

Reference 15

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.933752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.503791Z digest=sha256:8577201f4c092e5b7c93164738230b8e0839804b56fa8a51b599de4cf9e93c5f

Observation 54423eec-9668-4dc7-8c6b-600474f26a84 · outbound

This paper cites Ferraz, F.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Ferraz, F

Reference 16

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.914096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.509250Z digest=sha256:965d1084a8e0bc55adb29d781e0f35dc54a7cef83e74f53c08d4396e182abf23

Observation f7f4ca32-f48c-4819-b1bd-5b84212e4cd1 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.645000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.514966Z digest=sha256:1738431a943d3da0716aa37ce20833036c3c2518b29a8a83503ff936b74e7e76

Observation a5591c4b-5cbb-4e88-b81d-f7462579bbb4 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-11T16:10:28.626975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.520019Z digest=sha256:f97b6e36f1fb6583598bbe7c8d53eb53aa6405e5eb0d5b385776da0a6c2985cf

Observation 0adb9fdb-677b-45e7-b058-d4477a814540 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.609447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3edac395-990c-438c-b271-645ecb45783c · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.895142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.531648Z digest=sha256:34e268c8a409a447c13de88f94fd9ba6aa548bde313905b32e5f0a8b2fc8556e

Observation 2fd0ee8f-34a6-45e4-a5e7-bb4c3cb3af21 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.592150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.538390Z digest=sha256:8a3a0223b17409daa427db3bf3e66cec09f6f8ee48a7ea8d4cb73f10ba1300bd

Observation 7b42b93d-d37f-4a86-a2aa-e532ac51fa10 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.878529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.543716Z digest=sha256:735608b0df5d4413533213bad879882ab2161c2b7223dfc7b1dafd54b2a216f8

Observation fc6bb3de-2f94-4787-bab5-eacb4b59735c · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.575118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 475edecd-e646-4493-bc61-135acd4ae8a2 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.557108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.554609Z digest=sha256:d3d61c770b6802f808d9dbb534602edfc4e75c2fac8560a73c6eed3aed43ac7a

Observation 9ec1b707-54b1-40fd-bca5-1eb0715ca402 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.537900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.560145Z digest=sha256:a3ce13a3dc4b8cf7aa82710060eb8923c577ca47086393f55197ee257693b694

Observation 9d7d8073-4ddf-4c2c-8447-88d8a3592f89 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.516815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.565858Z digest=sha256:d3eab5ae3991e08eca8d069fef57aca51d2fa77273f94b854e958b963ed0eee5

Observation a7dfefdc-888f-4082-b40d-eff9fd033816 · outbound

This paper cites Maxar vivid2 mosaic imagery data.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Maxar vivid2 mosaic imagery data

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.497518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.571248Z digest=sha256:bb2da845e6a9802140bb81581c39f7a7947e97b9e3f7f7fc5faa64d30f62cada

Observation 8c944fbf-b09e-4e12-b43a-8536feff1b28 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.479775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.577237Z digest=sha256:bf47124d2a41bc524e5aafe2185242599df7e072638326ada506b71dce3e39bf

Observation a5e35446-413c-4081-a2f3-5b67213be0cb · outbound

This paper cites Highresolutioncanopyheightmaps(chm).

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Highresolutioncanopyheightmaps(chm)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.462150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.583192Z digest=sha256:8c263f96c4fbb4b41953574dbaae25af3101d9d405beaaf858f5bac124f1fab1

Observation 929c55ff-0726-488c-9664-99f338e08e02 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.443747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.589252Z digest=sha256:a943deb234ba3b56a7e54f5513e1b878809147d4df1fa5a78ed6015f4f3ba9c7

Observation 45ef81b4-c4a9-4ac7-a43b-6e936a3174df · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.424884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.595678Z digest=sha256:46b9cead05e65c486860e6b01611d3ca26568603fccae3bdf387f27b1c876c05

Observation 0f113724-18dd-4721-b22a-1915ce9f57b7 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.407225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.601245Z digest=sha256:2f0f8bf0fdf3ee6eb69a7508be4b71b10461eafc99b1d78fdc2361fe910e34bc

Observation df1b5dfd-3d10-4034-8266-a5058921e3f0 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.390833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.606961Z digest=sha256:b6ed462a5803a0ece76b44ea8bad284eb863bf6e19afa35a0f1f369e745ad849

Observation 7c12b04f-6639-44ee-a3f1-15b956803d75 · outbound

This paper cites Ranftl, K.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Ranftl, K

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.374306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.612778Z digest=sha256:7ebca1103f7d6772da44c0c576601713dec08df08e2d508621411f84fede8bf8

Observation 568400c2-91c7-4462-b771-3437a1192d2f · outbound

This paper cites Modelingairbornelaserscanning data for the spatial generation of critical forest parameters in fire behavior modeling.Remote Sensing of Environment, 86(2):177–186, 2003.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Modelingairbornelaserscanning data for the spatial generation of critical forest parameters in fire behavior modeling.Remote Sensing of Environment, 86(2):177–186, 2003

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.355291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.617909Z digest=sha256:8515d3a5f28f79febd5f8931d5557f4cac66a0fa21719039673ecf7a4a12b477

Observation 1b05625d-5aad-449b-8859-ee4994bfb9ca · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.861465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.623956Z digest=sha256:72081c0866b67498320abdf96d06c0df05a6d4d87b38cb00a63d8cd32830815e

Observation 0401f2e0-912d-44c3-93b1-8b553eb2947e · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.337701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.630389Z digest=sha256:4f3de4e317c8d3fa61c03d6b9d438bf8d9c53ca814bad5995fe1074f49148ba5

Observation 801984e7-ba29-42bc-af2c-75f57535ec77 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.319050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.635745Z digest=sha256:8886459d990804f4538a3a60b854ded198d1ebc833248d2e136616e3859c6a4d

Observation ce795eee-83b0-457f-a183-b701f21beddd · outbound

This paper cites Roussel, D.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Roussel, D

Reference 39

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-11T16:10:27.802059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.642015Z digest=sha256:83251b4311fd69f2a4dabd98b95cf3a47dfca7b50c28d269b84f878a4d2f322d

Observation 98a89348-9295-47e8-a9bb-eab539a7a3b8 · outbound

This paper cites GLU Variants Improve Transformer.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation GLU Variants Improve Transformer

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T16:10:26.648388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:10:26.648388Z digest=sha256:4f0b2070e7f0069e9d8dae73c912ffd055d35a8c2e9a20ac3c93c08b577e609a

Observation bc536477-93b9-4cae-81f2-de5725f89735 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.300583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.654965Z digest=sha256:d8dfce173b246a71b11fbb5a73bbcf53b66035e4f14e29044f8dd67295fa5d25

Observation 3ba4d378-465c-45b1-8dce-7fbf154c99e3 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 42

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.844126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.661763Z digest=sha256:c6a29817f10e2d26e59f7804e7f6003eac2f7824c2f02c12a3bdccb8cafaff93

Observation 951e60b4-0181-4992-b946-6421c95734fe · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.278566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.668002Z digest=sha256:634889d6b51768a96b09074eca841a19ce97e8bfb4d704eea508ea814788c4ac

Observation 7eecba98-dbe3-4bc5-869f-3b425e539b98 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.259508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.675929Z digest=sha256:330aad255e11e0cda4be8e9cd5d02cc1b8338914af9c604072906b488106e1f2

Observation 309eb1d9-34bf-45c4-b282-466172d19f81 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.241748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.681871Z digest=sha256:27e0c54e564cebd89266a57bfd9ec168bde51d6f07ba0f6d6b475c555f969cb8

Observation 7b9ef272-b441-470f-9d53-0eb5e9fb8e0c · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.223660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.686989Z digest=sha256:9110ee633da79dd6c67ff4e056fa684ce5c4f07c54c390e554d4f780de896d84

Observation d97890cc-e15f-43e2-bed0-00f328924fe0 · outbound

This paper cites Tolan, H.-I.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Tolan, H.-I

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.206846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.693449Z digest=sha256:782ce19ab3c15ff2c3074b8a5e7a25e297531d60fb6b574ff9476607561903d5

Observation 5986c562-974d-410f-97e0-9eb7d79f4a81 · outbound

This paper cites Forest Service.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Forest Service

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.190085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.698167Z digest=sha256:ef3c414341f05b6aa21bb56578377af499ec2c32da1fe9e2a9b459b4a07f0d9e

Observation 4f6630a6-bb5b-4347-af3d-718c863d11d0 · outbound

This paper cites Geological Survey.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Geological Survey

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.172868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.703986Z digest=sha256:7e183166212c94543759afd541a41ff42f3398c1160775596c1f817459fea71b

Observation 15f24b1c-a0a8-4b4e-8576-7ba318c29a1b · outbound

This paper cites Geological Survey.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Geological Survey

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.155482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.709816Z digest=sha256:4c72f4fed0251cf679cac4f47fac5edf09a9f6a5e344443633ccbf9679546894

Observation c71e2a67-7f41-417f-a5e6-8b1d0bde2984 · outbound

This paper cites Vihervaara, M.Maltamo, C.A.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Vihervaara, M.Maltamo, C.A

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.136290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.715401Z digest=sha256:3ab54048738dddc8a4337f8849d13a79fc75476c823e740ec4d1b20f1850fb53

Observation c9727323-9f12-46fb-8530-f1e088713033 · outbound

This paper cites Van Leeuwen and M.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Van Leeuwen and M

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.118508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.720766Z digest=sha256:3fe8ffbcf21425c17cbf5a90d3a89003f225d689b3617f27d49ddb84572f13bb

Observation 82b66205-bf6b-4b89-b724-ad9debce32f0 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.100270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.726657Z digest=sha256:0e732e4d189e3ead5d2d9789ff4b456b05689e32064686422164ca74ea08de7e

Observation fe7f977d-e1ad-4da7-8911-d1fc45aaf2f3 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 54

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-11T16:10:27.529805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.731981Z digest=sha256:58365e8b268b5e02336d347ca23978470bbdcf378b15ec28b54607406f9dc6cc

Observation fe475f4c-ab36-4162-8d2e-afd6e999d611 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-11T16:10:26.825699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.737229Z digest=sha256:a3ff8edf269ed30cdbea9d95f8f3b0222faa09c21bfc54dd5f395aed53f0714d

Observation 1b650c2b-29fa-4539-95d0-1237f81ea8c6 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 56

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-11T16:10:27.231876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.742249Z digest=sha256:a613990d0ca81099158dbf56909012f9a9f8c9185265f9ae2b63d28407446386

Observation 0e83c8b2-aec8-4aa2-92ae-773ca0539ffb · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.080405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.747425Z digest=sha256:f4d42fd05eb1dc3b180f9f066c936dd4f782152fbafeaa03f8532403764fac36

Observation ae6661ce-d6dd-4c74-863b-4bf7cd70db47 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.062605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.753166Z digest=sha256:29fc01c9c40679c3737d36590ca7dc07b4461285b311e50d5a8add073d8ca9d2

Observation 761b4f2b-6abe-4a97-8271-af9a07dc57f8 · outbound

This paper cites Zhang and R.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Zhang and R

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.043673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.758017Z digest=sha256:733af15b1abe2bc88d4bf67e775e870c0dc753f39b60aa74d867b403411a5256

Observation aa856b10-5111-4012-9b38-d46ab974b77f · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:28.023973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.764084Z digest=sha256:e99e10d06dffb357337dc6722187a85ac53eee74bf0851df9b9dadb0783d9bc3

Observation 4791fce3-ba9f-40d5-be6e-06f21631133a · outbound

This paper cites 21 Model Spatial Reso- lution Spatial Ex- tent T empor.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation 21 Model Spatial Reso- lution Spatial Ex- tent T empor

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:10:28.006227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.769191Z digest=sha256:384f017d441a5a2674dbada03de36bc6d4e83249d76e3d388ed68d65ead3aeca

Observation 9e9a6287-9f6a-4d48-b298-e32af34d7173 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:27.984608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.774248Z digest=sha256:4bbc56923a7a9455f4d9a0b3ea10c80f455ae672103ac2d01ff6d1b7d1c6034c

Observation 8b21684f-c23a-40e4-b067-3cafec8cb210 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:27.964027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.779039Z digest=sha256:56fc673bc032c5b16d8f1b74181757bec80af2a481f32799f68856e6299d5f28

Observation 47e4fb15-8b4e-4100-8dfe-f2e131c1a276 · outbound

This paper cites an unresolved cited work.

VibrantVS: A high-resolution multi-task transformer for forest canopy height estimation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:10:27.945020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T16:10:26.783989Z digest=sha256:4e92c49e078ac2573f5f2705a8c3471a91f6f526caed392b5ad222f3f5ea3113

Pith citing papers

No inbound Pith citation observations are available.