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Paper Citation Record · LEDGER

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era

As of 22 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2412.05203.

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

pith.paper-citation-record.v1
2412.05203 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:53:48.624639Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

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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

60 of 60 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53144272-4308-4163-948a-cb8caa37552a · outbound

This paper cites Geospatial revolution and remote sensing LiDAR in Mesoamerican archaeology.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Geospatial revolution and remote sensing LiDAR in Mesoamerican archaeology

Reference 1

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Observation 3fad52a3-ebc3-4b39-8134-5409bc42a3bc · outbound

This paper cites Progres- sion and issues in the Mesoamerican geospatial revolution: An introduction.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Progres- sion and issues in the Mesoamerican geospatial revolution: An introduction

Reference 2

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Observation 1e6fae77-1186-407c-9f16-302d8a931447 · outbound

This paper cites Uncovering archaeological landscapes at Angkor using LiDAR.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Uncovering archaeological landscapes at Angkor using LiDAR

Reference 3

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Observation 80594629-6a62-4504-a2e7-218c481c750d · outbound

This paper cites Ancient lowland Maya complexity as revealed by airborne laser scanning of northern Guatemala.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ancient lowland Maya complexity as revealed by airborne laser scanning of northern Guatemala

Reference 4

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Observation 335b79e8-93a2-4875-b76c-d4d2a5431095 · outbound

This paper cites Combined detection and segmentation of archeological structures from LiDAR data using a deep learning approach.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Combined detection and segmentation of archeological structures from LiDAR data using a deep learning approach

Reference 5

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Observation b0f3251c-8728-4b4d-b7cc-cdaae5ee7f7c · outbound

This paper cites Semantic segmentation (U-Net) of archaeological features in airborne laser scanning—example of the Białowie˙za forest.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Semantic segmentation (U-Net) of archaeological features in airborne laser scanning—example of the Białowie˙za forest

Reference 6

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Observation 6b3f224c-63b4-4665-946c-831813ee92dd · outbound

This paper cites Ecology in an anthropogenic biosphere.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ecology in an anthropogenic biosphere

Reference 7

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Source-reported events for the cited work

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Observation e4c37b1c-06d0-4220-b869-000ae34cf95e · outbound

This paper cites LiDAR as a tool for archaeological research: A case study.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LiDAR as a tool for archaeological research: A case study

Reference 8

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Observation a529075b-6896-4e83-a075-fa1c7cf4ffa9 · outbound

This paper cites U-Net: Convolutional networks for biomedical image segmentation.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era U-Net: Convolutional networks for biomedical image segmentation

Reference 9

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Observation 1f9dae2e-4cce-46ce-9986-0b8b74c9e8a0 · outbound

This paper cites LiDAR applica- tions in archaeology: A systematic review.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LiDAR applica- tions in archaeology: A systematic review

Reference 10

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Observation 30a103fb-dc11-4fce-a9fb-cf1e6ca86ee9 · outbound

This paper cites Looting hoards of gold and poaching spotted owls: Data confidentiality among archaeologists & zoologists.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Looting hoards of gold and poaching spotted owls: Data confidentiality among archaeologists & zoologists

Reference 11

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Observation 9ab0063a-7808-4843-962f-d29d158b5d5d · outbound

This paper cites Ethics in archaeological lidar.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Ethics in archaeological lidar

Reference 12

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Observation ae094289-d976-47eb-9a85-f144c8b335f5 · outbound

This paper cites https://github.com/ickramer/Arran.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era https://github.com/ickramer/Arran

Reference 13

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Observation 00aa7bca-0cd4-434d-bb80-f0a25740103a · outbound

This paper cites Johnson, and Chandi Witharana.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Johnson, and Chandi Witharana

Reference 14

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Source-reported events for the cited work

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Observation bf6f3900-c9ea-4fb7-9d72-d6db42af3462 · outbound

This paper cites Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation

Reference 15

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Observation c429101f-84f3-430a-80e4-24478f459091 · outbound

This paper cites Bourgeois.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Bourgeois

Reference 16

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Observation a20399a5-35ce-4097-b678-e7875cf4bdf4 · outbound

This paper cites Deep learning for archaeological object detection on LiDAR: New evaluation measures and insights.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Deep learning for archaeological object detection on LiDAR: New evaluation measures and insights

Reference 17

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Observation 597eb6c2-d7e0-45b5-94fd-8d65861e9d9d · outbound

This paper cites Automated large-scale mapping and analysis of relict charcoal hearths in Connecticut (USA) using a deep learning YOLOv4 framework.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Automated large-scale mapping and analysis of relict charcoal hearths in Connecticut (USA) using a deep learning YOLOv4 framework

Reference 18

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Observation 112507d3-6b41-40a3-ad7c-0ed2a87c8571 · outbound

This paper cites Bringing lunar LiDAR back down to Earth: Mapping our industrial heritage through deep transfer learning.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Bringing lunar LiDAR back down to Earth: Mapping our industrial heritage through deep transfer learning

Reference 19

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Observation ce27cc67-8502-4a79-b4e5-7c8c4d6cd2d0 · outbound

This paper cites Carter, Jeff H.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Carter, Jeff H

Reference 20

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Observation cba6c1ef-647e-4c0c-82e8-eb47b803236c · outbound

This paper cites Semantic segmentation of airborne LiDAR data in Maya archaeology.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Semantic segmentation of airborne LiDAR data in Maya archaeology

Reference 21

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Observation 3932c9b6-e838-46f0-aede-8ee25814761f · outbound

This paper cites Learning to classify structures in ALS-derived visualizations of ancient Maya settlements with CNN.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Learning to classify structures in ALS-derived visualizations of ancient Maya settlements with CNN

Reference 22

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This paper cites Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position

Reference 23

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This paper cites Gradient-based learning applied to document recognition.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Gradient-based learning applied to document recognition

Reference 24

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 25

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This paper cites Spatial pyramid pooling in deep convolutional networks for visual recognition.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Spatial pyramid pooling in deep convolutional networks for visual recognition

Reference 26

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Attention is all you need

Reference 27

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era An image is worth 16x16 words: Transformers for image recognition at scale

Reference 28

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This paper cites Neural plasticity-inspired foundation model for observing the Earth crossing modalities.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Neural plasticity-inspired foundation model for observing the Earth crossing modalities

Reference 29

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Pyramid vision transformer: A versatile backbone for dense prediction without convolutions

Reference 30

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era SWIN transformer: Hierarchical vision transformer using shifted windows

Reference 31

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Twins: Revisiting the design of spatial attention in vision transformers

Reference 32

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Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era PVTv2: Improved baselines with pyramid vision transformer

Reference 33

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Observation a5c73b73-e2cc-47fa-820a-f858f201dcc6 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Learning transferable visual models from natural language supervision

Reference 34

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no resolver link, observed 2026-08-11T20:53:48.508814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0602e81e-43bd-4166-b826-4ff46db1195d · outbound

This paper cites LAION-5B: An open large-scale dataset for training next generation image-text models.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LAION-5B: An open large-scale dataset for training next generation image-text models

Reference 35

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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.

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Observation 43836ed6-29e5-4e55-ba6d-60960c4f5921 · outbound

This paper cites DINOv2: Learning robust visual features without supervision.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era DINOv2: Learning robust visual features without supervision

Reference 36

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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.

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Observation fe0b80fc-14f9-4897-afd0-5efa49c86431 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Masked autoencoders are scalable vision learners

Reference 37

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unresolved
no resolver link, observed 2026-08-11T20:53:48.520675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ccc9eab5-d5cb-49ca-9968-095a7034b975 · outbound

This paper cites Scale-MAE: A scale- aware masked autoencoder for multiscale geospatial representation learning.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Scale-MAE: A scale- aware masked autoencoder for multiscale geospatial representation learning

Reference 38

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verified fuzzy
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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.

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Observation 877fd641-2676-40e7-a597-bce830af35c1 · outbound

This paper cites Airborne laser scanning as a method for exploring long-term socio-ecological dynamics in Cambodia.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Airborne laser scanning as a method for exploring long-term socio-ecological dynamics in Cambodia

Reference 39

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verified fuzzy
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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.

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Observation 5fe6b54d-549d-4d55-bbde-c7fbec33e399 · outbound

This paper cites Terrasolid.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Terrasolid

Reference 40

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verified fuzzy
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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.

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Observation 310a3268-0c38-400c-a842-18a23e401eea · outbound

This paper cites Automatic extraction of irregular network digital terrain models.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Automatic extraction of irregular network digital terrain models

Reference 41

Resolution
verified fuzzy
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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.

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Observation ce617189-8b33-4ac4-8d87-a9237e760b35 · outbound

This paper cites Carte archéologique de la région d’Angkor - Zone Sud.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Carte archéologique de la région d’Angkor - Zone Sud

Reference 42

Resolution
verified fuzzy
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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.

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Observation 4f628b54-21ee-4da0-a859-8e90b55e7512 · outbound

This paper cites hydraulic city.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era hydraulic city

Reference 43

Resolution
verified fuzzy
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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.

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Observation 7c856c71-8cc0-4fe8-b60a-8c6978de9bd8 · outbound

This paper cites ImageNet large scale visual recognition challenge.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era ImageNet large scale visual recognition challenge

Reference 44

Resolution
verified fuzzy
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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.

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Observation a93da15a-3f98-4bf0-a8c8-483e920b6a2a · outbound

This paper cites ImageNet-21K pretraining for the masses.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era ImageNet-21K pretraining for the masses

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:49.087870Z

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.

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Observation d342ddd5-d87f-46bf-a548-81e39d192de6 · outbound

This paper cites SatlasPretrain: A large-scale dataset for remote sensing image understanding.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era SatlasPretrain: A large-scale dataset for remote sensing image understanding

Reference 46

Resolution
verified fuzzy
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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.

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Observation bf7ca90e-9e6b-4645-a089-b0ed2b40fe7b · outbound

This paper cites an unresolved cited work.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:53:49.059821Z

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.

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Observation 75d14697-d329-4a09-af25-742b7ef718ab · outbound

This paper cites Discover the mysteries of the Maya: Selected contributions from the machine learning challenge & the discovery challenge workshop at ECML PKDD 2021, 2022.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Discover the mysteries of the Maya: Selected contributions from the machine learning challenge & the discovery challenge workshop at ECML PKDD 2021, 2022

Reference 48

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verified fuzzy
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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.

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Observation 3c13b703-aeb4-4462-9951-6e008928ca2b · outbound

This paper cites Davis and Julius Lundin.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Davis and Julius Lundin

Reference 49

Resolution
verified fuzzy
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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.

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Observation 92a0ef02-dbc1-4955-9445-8698fcc35adf · outbound

This paper cites Orengo, Felipe Lumbreras, Miguel Carrero-Pazos, João Fonte, and Benito Vilas-Estévez.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Orengo, Felipe Lumbreras, Miguel Carrero-Pazos, João Fonte, and Benito Vilas-Estévez

Reference 50

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verified fuzzy
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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.

source=pdf_text observed=2026-08-11T20:53:48.577804Z digest=sha256:855dbcea22b8798e6af70d8e3166b7c6a3cbd048e15ef51475b80eb2e08c7573

Observation f2aaff69-48e0-4acc-975c-fcad8755d95a · outbound

This paper cites Detecting archaeological features with airborne laser scanning in the alpine tundra of Sápmi, northern Finland.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Detecting archaeological features with airborne laser scanning in the alpine tundra of Sápmi, northern Finland

Reference 51

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verified fuzzy
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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.

source=pdf_text observed=2026-08-11T20:53:48.582258Z digest=sha256:14daddf60a0e4d6d6e23940bf4f936a5bd29cea6a0853df30a515f830f54ec33

Observation e5e060d1-5bd2-4f4f-9813-bfe1e3a62fdf · outbound

This paper cites Richards-Rissetto, D.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Richards-Rissetto, D

Reference 52

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verified fuzzy
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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.

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Observation 3a359535-e26a-4804-aef0-6bf7b9154117 · outbound

This paper cites an unresolved cited work.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work

Reference 53

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unresolved
raw_fallback, observed 2026-08-11T20:53:48.971333Z

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.

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Observation 6534444e-3aa2-4745-bd1b-17825a6e3799 · outbound

This paper cites LoRa: Low-rank adaptation of large language models.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era LoRa: Low-rank adaptation of large language models

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:48.955223Z

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.

source=pdf_text observed=2026-08-11T20:53:48.596035Z digest=sha256:98f70dcb98d7c33fff069bac13c595298deaa42736ed554b09831ed57f40720a

Observation aaf3b8a6-e17b-43ff-9cfb-2a483f28c5f6 · outbound

This paper cites org/docs/stable/generated/torch.optim.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era org/docs/stable/generated/torch.optim

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:48.938765Z

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.

source=pdf_text observed=2026-08-11T20:53:48.600582Z digest=sha256:9ecc4fb1beb4d389dfc2296f596379d0ec5114747c06a8aadc81879af37a4748

Observation 96ae83a2-8ebf-4a7e-9e0b-3c81b090337b · outbound

This paper cites an unresolved cited work.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:53:48.922662Z

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.

source=pdf_text observed=2026-08-11T20:53:48.605035Z digest=sha256:2fcf5401578ac1cac4637ae2ec6ebabd54bb2782ac6076a0a036df0f3507ca57

Observation e15136d2-6b86-49ae-807d-f552f7919cca · outbound

This paper cites for benchmarks).

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era for benchmarks)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:48.908164Z

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.

source=pdf_text observed=2026-08-11T20:53:48.609514Z digest=sha256:50d94ec4ab5ac24f19ecf6bfc83bf51855fead77e802e93238a3cd6a135f2ac4

Observation af3ba245-b68b-4c89-b175-377ffd9efdfc · outbound

This paper cites (a) If your work uses existing assets, did you cite the creators? [Yes] (b) Did you mention the license of the assets? [N/A] The code licenses are given on the linked websites.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era (a) If your work uses existing assets, did you cite the creators? [Yes] (b) Did you mention the license of the assets? [N/A] The code licenses are given on the linked websites

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:48.893709Z

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.

source=pdf_text observed=2026-08-11T20:53:48.614298Z digest=sha256:e1daae40b5383ad9f05f1126d94e499d8859aaae64d300bfef877fe5f937477f

Observation 6d7cca99-81d0-41ac-b59d-dd87987e8842 · outbound

This paper cites DATASET”) available for research and educational purposes to individuals or entities (.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era DATASET”) available for research and educational purposes to individuals or entities (

Reference 59

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malformed identifier
raw_fallback, observed 2026-08-11T20:53:48.878712Z

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.

source=pdf_text observed=2026-08-11T20:53:48.618984Z digest=sha256:a4e41251071f995aa9ffb35306360d37a51d3524e88f5401caa17ef9eaef78d9

Observation 906d5d51-2004-43a0-af45-7d27196d4366 · outbound

This paper cites raw” data saved in addition to the preprocessed/cleaned/labeled data (e.g., to support unanticipated future uses)? If so, please provide a link or other access point to the “raw.

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era raw” data saved in addition to the preprocessed/cleaned/labeled data (e.g., to support unanticipated future uses)? If so, please provide a link or other access point to the “raw

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:53:48.862800Z

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.

source=pdf_text observed=2026-08-11T20:53:48.624639Z digest=sha256:d98e0ff0750b49578ca46a134a222cbbce88787d51b857d22de470a4d8db8578

Pith citing papers

No inbound Pith citation observations are available.