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Paper Citation Record · LEDGER

NormalView: tree species classification from backpack and aerial lidar data using geometric projections

As of 9 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2512.05610.

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

pith.paper-citation-record.v1
2512.05610 v2

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:25:32.694382Z

measured 10 of 10 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T22:23:07.619281Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

9 of 9 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c616f844-f2f4-4ec1-9180-0f66a936261b · outbound

This paper cites Kivinen, S., Koivisto, E., Keski-Saari, S., Poikolainen, L., Tanhuanpää, T., Kuzmin, A., Viinikka, A., Heikkinen, R.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections Kivinen, S., Koivisto, E., Keski-Saari, S., Poikolainen, L., Tanhuanpää, T., Kuzmin, A., Viinikka, A., Heikkinen, R

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.311266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.311266Z digest=sha256:b1b9b487d313694cd9a1f1ca929842bedc7795bed219741221ca78b2fbda77ff

Observation 9661d7c3-462d-4514-a0dc-305bc75561a9 · outbound

This paper cites doi:10.1016/j.jag.2025.104502.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections doi:10.1016/j.jag.2025.104502

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.437126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.437126Z digest=sha256:e604d6ab13e3907bf0f9fc0839c51a562b6aa7f7ed0124653ec44627b542258e

Observation 620a8716-64b2-42d1-9f8f-b2c44277e4ed · outbound

This paper cites Yu, X., Hyyppä, J., Holopainen, M., and Vastaranta, M.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections Yu, X., Hyyppä, J., Holopainen, M., and Vastaranta, M

Reference 1112

Resolution
verified exact
doi, observed 2026-08-03T18:28:24.579008Z

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=2026-08-03T18:25:32.576958Z digest=sha256:10255c2a64d85b96c063899cf3cc4efecbf6318996df5deb4cf2493a486c8eb8

Observation 4f4f467f-11f8-4eed-ae9b-543f0636cfe9 · outbound

This paper cites RandAugment: Practical automated data augmentation with a reduced search space.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections RandAugment: Practical automated data augmentation with a reduced search space

Reference 1995

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.200089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.200089Z digest=sha256:2c014934c22c1e60746556890dfdec0b6f5dd5bd8d97b540987792d4094f42b1

Observation 20f1a484-3c7a-4316-bbdc-fb30f261e4ce · outbound

This paper cites CloudCompare development team.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections CloudCompare development team

Reference 2012

Resolution
verified exact
doi, observed 2026-08-03T18:28:24.814997Z

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=2026-08-03T18:25:32.144829Z digest=sha256:f5213b2b3d6c04782cde697fdfde07553aa5dc4e10b501bc7bd06585523b248c

Observation 95fa4eb3-39d8-4c17-8308-c69f769ef4a6 · outbound

This paper cites DenseNet: Implementing Efficient ConvNet Descriptor Pyramids.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.267801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.267801Z digest=sha256:4d86bdbb1bde72c0c95d60a76289d4e7f489ee3bd994905e514fbd137f974e39

Observation 44a8b8c6-e22e-4831-a51d-c6a0598c0d0a · outbound

This paper cites Zhao, H., Jiang, L., Jia, J., Torr, P., and Koltun, V.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections Zhao, H., Jiang, L., Jia, J., Torr, P., and Koltun, V

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.694382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.694382Z digest=sha256:9ed5f99cdb8d6ab5b7ea8767bfe172f7f323b2f473493550004b360fd2511ef8

Observation d86af1e9-d983-4a3d-b0b0-7e1578a1d82f · outbound

This paper cites DenseNet: Implementing Efficient ConvNet Descriptor Pyramids.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-03T18:25:32.253877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:25:32.253877Z digest=sha256:606b68c699ccc4210c4fec591059865085cf9a44c763b5601c2b42e57cc170b7

Observation d5754eda-ef3e-4a3a-a524-38ebdc20bd0c · outbound

This paper cites Bradski, G.

NormalView: tree species classification from backpack and aerial lidar data using geometric projections Bradski, G

Reference 2025

Resolution
verified exact
doi, observed 2026-08-03T18:28:25.020901Z

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=2026-08-03T18:25:32.105530Z digest=sha256:1d3e83478fed8d7f4f2a33f89158e596da417c10c45826a692b77b072cc69029

Pith citing papers

Observation 6f67d955-633b-4e33-8378-6a2f1ded5577 · inbound

Calibrated Tree-Neural Fusion for Fine-Grained Vegetation Community Classification cites this paper.

Calibrated Tree-Neural Fusion for Fine-Grained Vegetation Community Classification NormalView: tree species classification from backpack and aerial lidar data using geometric projections

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-31T22:23:07.619281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T22:23:07.619281Z digest=sha256:3b834f580c393879bc11f217bc14b51573254ee853236a8fac1b3fc23875ce15