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Paper Citation Record · LEDGER

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead

As of 18 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 1 inbound Pith citation observation for arXiv:2506.20315.

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

pith.paper-citation-record.v1
2506.20315 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:57:05.449227Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:07:54.837132Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

90 of 90 outbound references displayed

  • verified exact1
  • verified fuzzy77
  • unresolved12
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12e07efb-7152-440f-ac93-393d8a674e8d · outbound

This paper cites Forest Measurement and Modeling - Measuring trees, stands and forests for effective forest management,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Forest Measurement and Modeling - Measuring trees, stands and forests for effective forest management,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation af8e35a3-fee1-4a50-bfb9-fe110e086c1b · outbound

This paper cites Terrestrial laser scanning in forest ecology: Expanding the horizon,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Terrestrial laser scanning in forest ecology: Expanding the horizon,

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8388b31b-1a55-418a-b83a-4eedb40c32d0 · outbound

This paper cites The Roles of Aerial Photographs in Forestry Remote Sensing Image Analysis,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead The Roles of Aerial Photographs in Forestry Remote Sensing Image Analysis,

Reference 3

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no resolver link, observed 2026-08-06T22:56:58.052905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 097f2a7d-6345-47a3-85fa-83a7ac5b6696 · outbound

This paper cites Terrestrial laser scanning in forest inventories,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Terrestrial laser scanning in forest inventories,

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0cd1444a-ff5f-4bfd-8e58-54d852124082 · outbound

This paper cites Global aboveground biomass product validation best practices pro- tocol. version 1.0,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Global aboveground biomass product validation best practices pro- tocol. version 1.0,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:58.360284Z digest=sha256:e6cdf5cf7c82d7a443b05bf44b03e578a1e8276d132940a7592ad3a1e6319cf9

Observation f720ac00-3665-4af3-b215-dcdd55127525 · outbound

This paper cites an unresolved cited work.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:58.484533Z digest=sha256:b82389a28fc7820b78f2e000b6425c693e9aa7c03463d5b045cdc22cfcf00e43

Observation 9035fe47-b31b-41f2-9ec7-4bb8a604b414 · outbound

This paper cites Lidar Remote Sensing for Forestry,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Lidar Remote Sensing for Forestry,

Reference 7

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no resolver link, observed 2026-08-06T22:56:58.642524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:58.642524Z digest=sha256:7447f156da931ad1a042eb150167d26be41d2cd014fc051e73e41aa47b255b1a

Observation b9a0dbdc-b45a-4854-a2c5-011652278554 · outbound

This paper cites Simultaneous localization and mapping for forest harvesters,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Simultaneous localization and mapping for forest harvesters,

Reference 8

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unresolved
no resolver link, observed 2026-08-06T22:56:58.769421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:58.769421Z digest=sha256:f3f1b9947f6282ad9135fde355bd08def5cb510a40656363282325aa2aafe6a3

Observation a214524b-0728-4fea-b65a-4f1d7ec727dd · outbound

This paper cites SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory,

Reference 9

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unresolved
no resolver link, observed 2026-08-06T22:56:58.933174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 155e40df-3c26-4059-8ecf-80d32a4fbc72 · outbound

This paper cites Large-scale autonomous flight with real-time semantic slam under dense forest canopy,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Large-scale autonomous flight with real-time semantic slam under dense forest canopy,

Reference 10

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no resolver link, observed 2026-08-06T22:56:59.058917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0462518d-1230-4f67-b74b-d374802b4c06 · outbound

This paper cites Mapping forests using an unmanned ground vehicle with 3D LiDAR and graph-SLAM,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Mapping forests using an unmanned ground vehicle with 3D LiDAR and graph-SLAM,

Reference 11

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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 2026-08-18T06:34:40.430872+00:00.

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Observation a2e23431-b67c-4282-9f7e-f8ed6b20bc1b · outbound

This paper cites Automatic three-dimensional mapping for tree diameter measure- ments in inventory operations,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Automatic three-dimensional mapping for tree diameter measure- ments in inventory operations,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.234748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a35965cc-1265-4a60-a97b-96e6f3c7cb60 · outbound

This paper cites Applications of Walking Machines,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Applications of Walking Machines,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.226461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2aa04e43-d493-4ef8-b9a3-c07375afa92b · outbound

This paper cites Legged robots in the agricultural context: Analysing their traverse capabilities and performance,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Legged robots in the agricultural context: Analysing their traverse capabilities and performance,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.216568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 29daef3d-535b-477e-8c0a-0c0ece5ca146 · outbound

This paper cites Ground robotic measurement of aeolian processes,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Ground robotic measurement of aeolian processes,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.206625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2d305ca4-1f22-4437-b02e-6abe6ddc556a · outbound

This paper cites Advances in real-world applications for legged robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Advances in real-world applications for legged robots,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.196767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9c91145d-383b-4a21-9745-58148a75f55c · outbound

This paper cites Autonomous forest inventory with legged robots: System design and field deployment,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Autonomous forest inventory with legged robots: System design and field deployment,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5dce506d-47fa-4910-8392-c19db4ea9423 · outbound

This paper cites SLAM-Aided Stem Mapping for Forest Inventory with Small- Footprint Mobile LiDAR,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead SLAM-Aided Stem Mapping for Forest Inventory with Small- Footprint Mobile LiDAR,

Reference 18

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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 2026-08-18T06:34:40.430872+00:00.

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Observation 6db8435b-cd83-4cc9-b6c6-6a10747bca85 · outbound

This paper cites Towards real-time forest inventory using handheld LiDAR,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Towards real-time forest inventory using handheld LiDAR,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.171192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2241b05a-aa69-4871-a12f-72d7e3906b03 · outbound

This paper cites Online Tree Reconstruction and Forest Inventory on a Mobile Robotic System,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Online Tree Reconstruction and Forest Inventory on a Mobile Robotic System,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.162806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 08878a88-e61d-45c1-bf63-12e84faa8a39 · outbound

This paper cites Lightweight unmanned aerial vehicles will revolutionize spatial ecology,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Lightweight unmanned aerial vehicles will revolutionize spatial ecology,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.152771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 65037dad-d331-438e-b65e-4e502c5f1ab3 · outbound

This paper cites Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation,

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 0cd2b89f-591f-4066-9c55-53f0a65f39ff · outbound

This paper cites New Opportunities for Forest Remote Sensing Through Ultra-High-Density Drone Lidar,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead New Opportunities for Forest Remote Sensing Through Ultra-High-Density Drone Lidar,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.134964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 0bee2a52-b43b-4366-897a-eb2c501bdfc9 · outbound

This paper cites Detecting successional changes in tropical forest structure using GatorEye drone-borne lidar,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Detecting successional changes in tropical forest structure using GatorEye drone-borne lidar,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.125799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:00.838432Z digest=sha256:2b516fe417709d22b7235b2aec3f320433a3e008010d5857cf2669819bba8971

Observation 480067d6-c46d-455e-8959-9662f070fffd · outbound

This paper cites Multidrone aerial surveys of penguin colonies in antarctica,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Multidrone aerial surveys of penguin colonies in antarctica,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.116003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:00.942711Z digest=sha256:53a8ca40ed0d07a7b806106aa2ea041362dda9abaa2760e92570ca4c6eeeddd0

Observation b55fe9be-8701-4395-b657-1ff46598f8a8 · outbound

This paper cites An autonomous drone for search and rescue in forests using airborne optical sectioning,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead An autonomous drone for search and rescue in forests using airborne optical sectioning,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.106064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.036343Z digest=sha256:a1f73d8f588dff517419051359343d241e4c6bc8e450e8d725b5c23dd8f9aabb

Observation f305d77f-1764-4c9b-8fd2-505548cc6d02 · outbound

This paper cites Mini-UA V-Borne LIDAR for Fine-Scale Mapping,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Mini-UA V-Borne LIDAR for Fine-Scale Mapping,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.096144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation bb687ce6-8c2e-4cf2-bf71-b5793c7fbadb · outbound

This paper cites Under-canopy UA V laser scanning for accurate forest field measurements,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Under-canopy UA V laser scanning for accurate forest field measurements,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.086988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.209730Z digest=sha256:99c32794439e323db24e1e511c3ac87beca1c9293dc8a175bc05b74738bfce50

Observation c526505e-7743-45dc-9643-d39f1dcfb8db · outbound

This paper cites Drone-assisted collection of environmental DNA from tree branches for biodiversity monitoring,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Drone-assisted collection of environmental DNA from tree branches for biodiversity monitoring,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.078627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.279676Z digest=sha256:6c419463e28dbce1031768907fcbb9f427f6429e7b3b5d7bb67652612577a688

Observation 6365b319-735c-4737-9230-66ff5caff9ee · outbound

This paper cites Swarm of micro flying robots in the wild,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Swarm of micro flying robots in the wild,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.068910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.357521Z digest=sha256:caa42fc5c1fa638bd717e36b0fbdc257b2d53ff067c563b2ad119a596726beb1

Observation 5da8c2ac-e56e-4d9d-a900-0d54ac5d691a · outbound

This paper cites The slothbot: A novel design for a wire-traversing robot,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead The slothbot: A novel design for a wire-traversing robot,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.059284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.419041Z digest=sha256:60308065a0bb974b9d7dd0459b528602b95d93e8e4e6eae2d7b79b3fe2436a81

Observation 5519e0ed-a394-494e-994c-78df9706ac33 · outbound

This paper cites Design, modeling, and control of avocado: A multimodal aerial-tethered robot for tree canopy exploration,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Design, modeling, and control of avocado: A multimodal aerial-tethered robot for tree canopy exploration,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.049146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.507793Z digest=sha256:8dda45761c8b589c8497db223d7bcce714d533efb1d602804d8fd4ada20acf75

Observation a57817e0-da47-4fda-b8db-b96e61652bc1 · outbound

This paper cites Development of Naviga- tion System in Field Robot for Forest Management,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Development of Naviga- tion System in Field Robot for Forest Management,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.039886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.603815Z digest=sha256:a957895e0c3cad5cae3e828871e7e028b40583b31a7a89c8ecfdee4d1eb08e6c

Observation 3393a009-2524-405c-98a3-13bcacab6540 · outbound

This paper cites Realization of a highly accurate mobile robot system for multi purpose precision forestry applications,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Realization of a highly accurate mobile robot system for multi purpose precision forestry applications,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.029848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.686224Z digest=sha256:7d1b2e2087a5679291ed43df725e6071c001c162e36607298ed6946098487f15

Observation 1f7f5181-64d7-476b-b856-1e52ba62c966 · outbound

This paper cites Robotic precision har- vesting: Mapping, localization, planning and control for a legged tree harvester,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Robotic precision har- vesting: Mapping, localization, planning and control for a legged tree harvester,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.020156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.759179Z digest=sha256:24bbe492b37d0bc4d2946bbebc85c89f09e3f408d2432edb479d4dae07ed9e04

Observation a8abbc27-f406-4f09-92d9-777ee5c1bd58 · outbound

This paper cites Harveri : A Small (Semi-)Autonomous Precision Tree Harvester,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Harveri : A Small (Semi-)Autonomous Precision Tree Harvester,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.011236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.814943Z digest=sha256:75e862c08cffc437d0859809e6dc2be9892bf2fe2c129d95dbe234b047e72386

Observation 3c8e2218-e55d-4d05-b79e-54570109929c · outbound

This paper cites Robotics and sustain- ability in soil engineering,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Robotics and sustain- ability in soil engineering,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:06.002360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.875537Z digest=sha256:4c538c33c21ef54b13a46d45d336d7cd2e54b2c48730a2960039c9a4a51a5393

Observation 7595d832-8d1b-4392-a003-3e8a550dcb4d · outbound

This paper cites Verti- cal and horizontal stresses from a lightweight autonomous field robot during repeated wheeling,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Verti- cal and horizontal stresses from a lightweight autonomous field robot during repeated wheeling,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.993809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:01.974048Z digest=sha256:dcf97a7334a7a624750038f41bf03fc6aec5f6dec217b3523673ca15f47cccb7

Observation e5e3c5ee-ffab-4276-877c-e6c59f4a614e · outbound

This paper cites Commission communication: New EU forest strategy for 2030,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Commission communication: New EU forest strategy for 2030,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.985439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.045484Z digest=sha256:4962093b3fee2fb6b19f8dd6c982dc6647fdcff3ef779ade97d92d16aa283b02

Observation cdd3685d-053e-44de-8f81-99e6926356e0 · outbound

This paper cites Legged robots for autonomous inspection and monitoring of offshore assets,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Legged robots for autonomous inspection and monitoring of offshore assets,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.976797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.108575Z digest=sha256:7a871b98da2110a2b934b5b448fa45d0aacb94252483e797cd8b5879891ba329

Observation 8cb13fe8-da9b-4142-9077-701314475622 · outbound

This paper cites Variable autonomy of whole-body control for inspection and intervention in industrial environments using legged robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Variable autonomy of whole-body control for inspection and intervention in industrial environments using legged robots,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.967734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.181556Z digest=sha256:4913621719e6061a543c9708be89d839d22498714173ceea055cf1a9a375bc95

Observation 086a514e-03e9-44bb-aa09-043d9b52625b · outbound

This paper cites Autoinspect: Towards long-term autonomous industrial inspection,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Autoinspect: Towards long-term autonomous industrial inspection,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.958440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.320077Z digest=sha256:e3b3cd68611a6ac5bd56397c3157bed66d9e2ec75390be1e3a5e0f7b52ff5695

Observation f974c95a-1bcf-4f98-9087-db8018ccc00a · outbound

This paper cites Into the Robotic Depths: Analysis and Insights from the DARPA Subterranean Challenge,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Into the Robotic Depths: Analysis and Insights from the DARPA Subterranean Challenge,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.949835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.379894Z digest=sha256:28dc42734d8c285bc71ad0046d38218edfe90e180dadeb3393acd8c93e0ff860

Observation 96a975c1-43b7-4213-b8c8-77752e468a73 · outbound

This paper cites Heterogeneous Ground and Air Platforms, Homogeneous Sensing: Team CSIRO Data61’s Approach to the DARPA Subterranean Challenge,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Heterogeneous Ground and Air Platforms, Homogeneous Sensing: Team CSIRO Data61’s Approach to the DARPA Subterranean Challenge,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.940599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.464432Z digest=sha256:075ccd373c3ee72729fe8de2b8134a60ef4dfdeb46ef3487d36156d127af33fb

Observation f16f9981-4311-4c39-a876-f20637d508ba · outbound

This paper cites NeBula: Quest for Robotic Autonomy in Challenging Environments; TEAM CoSTAR at the DARPA Subterranean Challenge.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead NeBula: Quest for Robotic Autonomy in Challenging Environments; TEAM CoSTAR at the DARPA Subterranean Challenge

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T22:57:02.538556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:57:02.538556Z digest=sha256:a3b5e85ebe36d37f07a1346600ff4a8fddb9c28296f1df1175b33bf482574686

Observation fcc56637-f730-447a-b3fb-b54fb48516d0 · outbound

This paper cites CERBERUS in the DARPA subterranean challenge,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead CERBERUS in the DARPA subterranean challenge,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.930804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.645280Z digest=sha256:feffc85a11b5f65acc21906e4691a3f46542c8cb385024384333e810ecca21aa

Observation c89297b7-f017-4c13-a839-4d637457bf4b · outbound

This paper cites Computer- vision based real time waypoint generation for autonomous vineyard navigation with quadruped robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Computer- vision based real time waypoint generation for autonomous vineyard navigation with quadruped robots,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.922073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.736227Z digest=sha256:8c8c5875d01e583939234ee2d879eb74369fe94333f3ab20dbe61bd9c5045f05

Observation ddb5cfb8-3db3-448e-bc83-39b2c060fd40 · outbound

This paper cites VERO: A vacuum-cleaner-equipped quadruped robot for efficient litter removal,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead VERO: A vacuum-cleaner-equipped quadruped robot for efficient litter removal,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.912131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.834061Z digest=sha256:1c9dc4c529772e44b0cb0c2c54b522ed25c9b827a2498c28e78e47f67a2b5bd6

Observation c13a3456-b51d-47a3-8ee0-273ed4fbb0ac · outbound

This paper cites Autonomous navigation for bigdog,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Autonomous navigation for bigdog,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.902502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.904784Z digest=sha256:4ea96b29250c6963970dc85d495e5e8beedc2b9278e9e4b156f6f1e655335cbb

Observation 9bbcefce-c0e4-4ed7-b4dd-dce86f7f285b · outbound

This paper cites Scene understanding for a high-mobility walking robot,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Scene understanding for a high-mobility walking robot,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.893752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:02.980443Z digest=sha256:4ca1dfcc8c041bfeee4f1e77c346f29a22a6e990eac827b8be9c38bc8d822b3e

Observation bc6b34dc-ac83-45db-8bbe-2b9b18824694 · outbound

This paper cites Spatially and temporally distributed data foraging decisions in disciplinary field science,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Spatially and temporally distributed data foraging decisions in disciplinary field science,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.883795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.053261Z digest=sha256:28faae56b470776b5fe29dd0ee266522a6318c19001e033bb279d60006a0ea53

Observation e8fc1970-e55a-438c-ad50-f2c8790925c0 · outbound

This paper cites Animal robots in the african wilderness: Lessons learned and outlook for field robotics,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Animal robots in the african wilderness: Lessons learned and outlook for field robotics,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.874466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.130194Z digest=sha256:533f25642744f763903ad5facde12e6037f4dab3ef77ee4fc8d094ac691f4c03

Observation 6c636a6e-baab-4d5c-b023-a9693d7c9a06 · outbound

This paper cites When monkeys meet an ANYmal robot in the wild,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead When monkeys meet an ANYmal robot in the wild,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.783004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.223303Z digest=sha256:53a095a3dcb9eb3164424a2c806a0c6308321932185c25fdd385ef8d5adeba25

Observation 413982d0-d9e9-4456-a8bb-a7f5e1a95cce · outbound

This paper cites Scientific exploration of challenging planetary analog environments with a team of legged robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Scientific exploration of challenging planetary analog environments with a team of legged robots,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.775333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.307242Z digest=sha256:7c7d7e91875ccf9805a7e02a7dce81a30e916b6c7b99cdad3489cd0a12f11d5a

Observation d539ce81-1197-49e5-8ee0-5c9ab14494b6 · outbound

This paper cites Robotics in forest inventories: Spot’s first steps,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Robotics in forest inventories: Spot’s first steps,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.768222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.377758Z digest=sha256:fbd204081afb50e6be084ce2d3bfeb5ebfcc6623cafa07fd57b56088c164280b

Observation 7d701d76-6400-4d6d-8648-7e77ba93e920 · outbound

This paper cites Decision support systems for forest management: A comparative analysis and assessment,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Decision support systems for forest management: A comparative analysis and assessment,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.760250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.472594Z digest=sha256:cc8a6552a82affc8bc6608a4ff25d3743b0b3a0b1f64b52498a7d69ad39d82d8

Observation 113b5a16-2058-4554-852f-fe5dabd337d3 · outbound

This paper cites Vilens: Visual, inertial, lidar, and leg odometry for all-terrain legged robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Vilens: Visual, inertial, lidar, and leg odometry for all-terrain legged robots,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.752942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.527017Z digest=sha256:284e32aaaf3680ce7eef87d9fbb1dec67ae9d4523a38d70ccf972607fe4e4aed

Observation cb33e83e-e7da-4033-bd2a-966681da44da · outbound

This paper cites A method for registration of 3-d shapes,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead A method for registration of 3-d shapes,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.745232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.563048Z digest=sha256:e1758702e3b006fe04491c5e3a0c7c470b1e73bd883ef74fbc3ce4d576edf44b

Observation 843fd19e-867f-4da7-8385-5eed7c79337a · outbound

This paper cites On-manifold preintegration for real-time visual–inertial odometry,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead On-manifold preintegration for real-time visual–inertial odometry,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.737770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.677626Z digest=sha256:042c69b924fd44e85bfd429ab85618ca956c00a782eef2b299fe371cd69124c0

Observation 83556bc6-7576-4936-b8c5-0184c8da4b4b · outbound

This paper cites Online LiDAR- SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Online LiDAR- SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.730073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.788753Z digest=sha256:29f0a669c04b50cc48a12a6c3a509bad7168be5465b1dbd59231d7089c3f5906

Observation 11997f78-9796-43bd-86bc-84099fe8748c · outbound

This paper cites Comparing ICP Variants on Real-World Data Sets,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Comparing ICP Variants on Real-World Data Sets,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.722233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:03.921166Z digest=sha256:2df9e2de9c94056093db9dd05ae7612cd093b535168698aad2198b715ce96858

Observation cd7a579e-2285-463d-8da4-c8707f731d31 · outbound

This paper cites iSAM2: Incremental smoothing and mapping using the Bayes tree,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead iSAM2: Incremental smoothing and mapping using the Bayes tree,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.714780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.115011Z digest=sha256:ebde0bc0d41250185e043e3f3adf095ba6e3e2bd0daa9b877a22e27d987256a4

Observation 3bb4d1c9-7cc7-495c-af55-3000b5552181 · outbound

This paper cites Elevation mapping for locomotion and navigation using gpu,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Elevation mapping for locomotion and navigation using gpu,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.706591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.256615Z digest=sha256:ce3d9a538fc0aaab40f1fa6d57790dfa2285cac6fa4fe8aa119d49b74f736113

Observation 98d1f1b7-6442-459a-8e34-b5e1144c428e · outbound

This paper cites Coverage of known spaces: The boustrophedon cellular decomposition,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Coverage of known spaces: The boustrophedon cellular decomposition,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.698644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.397339Z digest=sha256:5216d4ad1090f570eb32ddb0244089413dd078998c0558908560a602e14e634b

Observation 05e7a3fe-73d0-48f9-9b52-9d5dd6c0145e · outbound

This paper cites An efficient locally reactive controller for safe navigation in visual teach and repeat missions,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead An efficient locally reactive controller for safe navigation in visual teach and repeat missions,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.690686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.553714Z digest=sha256:1d6ecdee3bc196aa2e2743175835ba757cc870de282d4604350653168549e3f4

Observation dba689b0-4dbd-4e0d-8608-b82b13ac5d3e · outbound

This paper cites Riemannian Motion Policies.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Riemannian Motion Policies

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T22:57:04.619797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:57:04.619797Z digest=sha256:90ee4f9fa58f24a706c540d40d8339e841b372da138be6e7be949ab75fc4f4c3

Observation 8471cdf1-4d9a-4f7e-8550-573447348aad · outbound

This paper cites Resilient and Modular Subterranean Exploration with a Team of Roving and Flying Robots,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Resilient and Modular Subterranean Exploration with a Team of Roving and Flying Robots,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.682607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.754406Z digest=sha256:23899fd977914bad6d941e44e610cb910d4a24e4faa93f02836553007e0c5d73

Observation 84412ad3-679b-4cac-b103-2af096b0457d · outbound

This paper cites Learning robust perceptive locomotion for quadrupedal robots in the wild,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Learning robust perceptive locomotion for quadrupedal robots in the wild,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.674924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:04.913237Z digest=sha256:c91c2f827c5d067f3994af9f52e52c2c9a03a7e393f0de5f3eb996c93f647ff8

Observation 4fcab641-1c5e-4896-8c1a-531b371fd6df · outbound

This paper cites An easy-to-use airborne lidar data filtering method based on cloth simulation,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead An easy-to-use airborne lidar data filtering method based on cloth simulation,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.667232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.018085Z digest=sha256:d5450a8c8bb0774e23b5a5290aa96bbfe5e4d22db0b1f034657bc8f837c911cc

Observation 260a699e-ac63-413c-9ea0-0fcfc28c92f6 · outbound

This paper cites Auto- matic dendrometry: Tree detection, tree height and diameter estimation using terrestrial laser scanning,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Auto- matic dendrometry: Tree detection, tree height and diameter estimation using terrestrial laser scanning,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.659085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.146902Z digest=sha256:64fabafc27b6acdb60a2f49b04153447507f4f2d3862616edca2024c953cdfe1

Observation 2287923e-a7c2-43db-a5dd-fbb4b5f513be · outbound

This paper cites Accurate derivation of stem curve and volume using backpack mobile laser scanning,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Accurate derivation of stem curve and volume using backpack mobile laser scanning,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.651605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.271862Z digest=sha256:a5af834b2b79c9a9f815bdad4d42c005255cd5435f87db3eaaa3e59ef85a4456

Observation c699ab82-2c04-4a98-8306-dcd4344e32ac · outbound

This paper cites Complementary multi–modal sensor fusion for resilient robot pose estimation in subterranean environments,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Complementary multi–modal sensor fusion for resilient robot pose estimation in subterranean environments,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.643817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.399499Z digest=sha256:7ce57e0da7733ac91ce79a1ef47334cbc65597827f8a8c2332ec9bba8fb99eec

Observation 6f3b5032-24ee-4809-8c09-5780fc1c05dd · outbound

This paper cites Autonomous vehicle benchmarking using unbiased metrics,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Autonomous vehicle benchmarking using unbiased metrics,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.636070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.403846Z digest=sha256:2c540fdeb0f5c1e6299a29bd1c39397a6258ad751c38224a268fdf9442c8fd84

Observation ff9715df-dac6-4654-b14c-d300b3148f80 · outbound

This paper cites Evaluation and Deployment of LiDAR-based Place Recognition in Dense Forests.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Evaluation and Deployment of LiDAR-based Place Recognition in Dense Forests

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:57:05.480928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.406313Z digest=sha256:62a004b2e65d63258667e8ccb32adaf492ae346b72e050d340b9458d1da81784

Observation 614a07b3-8f21-4e78-b213-77a9b6f346f2 · outbound

This paper cites LoGG3D-Net: Locally guided global descriptor learning for 3D place recognition,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead LoGG3D-Net: Locally guided global descriptor learning for 3D place recognition,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.628706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.409672Z digest=sha256:e9ba481a3d34be7cf18cafbab42e1f0c60b3f153ceac5e3401b2b7b718403b6f

Observation c0316505-e6cc-4b12-9a4e-0c39fe6ba030 · outbound

This paper cites Barry: A high-payload and agile quadruped robot,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Barry: A high-payload and agile quadruped robot,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.620805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.412517Z digest=sha256:6b5abed623904a8036df9cdc0a709339de763f241071a8c3f3f1f411663b4802

Observation d0ab49cc-89ea-4edd-a386-d75f672c901b · outbound

This paper cites Raibo2: Highly efficient quadruped robot completing full marathon with a single battery charge,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Raibo2: Highly efficient quadruped robot completing full marathon with a single battery charge,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.613375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.415351Z digest=sha256:b06f66656bf8f7f081200b3085f72ef4010d9c64ba109f4151ecbee9687d2a35

Observation f48f1ff4-4975-4272-8d9b-635500ed5e8f · outbound

This paper cites Robotic feet modeled after ungulates improve locomotion on soft wet grounds,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Robotic feet modeled after ungulates improve locomotion on soft wet grounds,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.605794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.417876Z digest=sha256:df0f2fc6e3a41996981f10633eb1b0ef8308a2a55ef79ff4a33e17f06cc050ce

Observation 6c41fbaf-be67-451b-bcee-9e072ae706e6 · outbound

This paper cites Kilometer-scale autonomous navigation in subarctic forests: challenges and lessons learned,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Kilometer-scale autonomous navigation in subarctic forests: challenges and lessons learned,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.597950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.420190Z digest=sha256:560e36f9d703a850427d24618b2148bc1a0a7126061e8c8602c081e81dab21f6

Observation 2adb359e-6217-41a4-8141-84cc28fe1bd6 · outbound

This paper cites Fast Traversability Estimation for Wild Visual Navigation,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Fast Traversability Estimation for Wild Visual Navigation,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.590285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.422916Z digest=sha256:52ad2ae4786787f678d1cae20880cc3fcb7c578e15377855021eee0df89de8da

Observation 5829fca2-3368-46f0-a9eb-39b9e14d7cda · outbound

This paper cites Learning to see physical properties with active sensing motor policies,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Learning to see physical properties with active sensing motor policies,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.582828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.425597Z digest=sha256:84794a152e7d7148a4abe2552a1d04a04c04e8968fb27c8e00dc88b58d0ea63d

Observation d107bb67-8f3e-4737-adaa-498e81711e22 · outbound

This paper cites Heterogeneous robot teams with unified perception and autonomy: How team csiro data61 tied for the top score at the darpa subterranean challenge,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Heterogeneous robot teams with unified perception and autonomy: How team csiro data61 tied for the top score at the darpa subterranean challenge,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.575005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.428156Z digest=sha256:65f3f0acdda328df47fd218a5615ed43aec2bd0e0068b63fd06adb86e7186adb

Observation 80c5945c-b828-4bf2-97e2-2ba69fcccda3 · outbound

This paper cites Team CERBERUS Wins the DARPA Subterranean Challenge: Technical Overview and Lessons Learned,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Team CERBERUS Wins the DARPA Subterranean Challenge: Technical Overview and Lessons Learned,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.567428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.430695Z digest=sha256:bf473a9af1862f766a41b4426d0680711d32d74c11a7bd5fa94664fbcb54ed5a

Observation 9d2dcde7-f192-4b01-86cf-dca6915d5811 · outbound

This paper cites Resilient legged local navigation: Learning to traverse with compromised perception end-to-end,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Resilient legged local navigation: Learning to traverse with compromised perception end-to-end,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.559312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.433318Z digest=sha256:36dacc9bda02d1bbbc4dcd99c780a7c39a4f231bbc52aac2a790fe94d48ce96d

Observation dc278ed3-a18e-4e60-ad7c-e1030a6303b0 · outbound

This paper cites EVORA: deep evidential traversability learning for risk-aware off-road autonomy,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead EVORA: deep evidential traversability learning for risk-aware off-road autonomy,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.551072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.435807Z digest=sha256:311d013c20a879816f406dc8321ea07726ba6389c673f12a5772a64e7b22c03a

Observation 108f514a-482c-407e-a66e-f63ee4275038 · outbound

This paper cites A survey on active simultaneous localization and mapping: State of the art and new frontiers,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead A survey on active simultaneous localization and mapping: State of the art and new frontiers,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.542259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.438204Z digest=sha256:d9209da75ca44ef6bf2431645908743c84e4f8587f0ec67157ad9fb3575d5b0b

Observation 1856904f-150c-47fa-aaf6-f05480be78a3 · outbound

This paper cites Prompt mapping tree positions with handheld mobile scanners based on slam technology,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Prompt mapping tree positions with handheld mobile scanners based on slam technology,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.533567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.440779Z digest=sha256:952ae7a5a9e72a30b8e26495ad3ee3d480b6a8d502d1a82e138862d50ace3ab0

Observation 426eea47-e266-4d9b-972e-f72bb78e35f7 · outbound

This paper cites Ad- vancing forest inventory: a comparative study of low-cost mls lidar device with professional laser scanners,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Ad- vancing forest inventory: a comparative study of low-cost mls lidar device with professional laser scanners,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.525550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.443661Z digest=sha256:63e6df47c21e1cf144f05d686dc0e2778696d23996547a2f53bcfc8a140f25ab

Observation 20388879-e6ba-404c-9be6-66e7dd365d88 · outbound

This paper cites Markerless aerial-terrestrial co-registration of forest point clouds using a deformable pose graph,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Markerless aerial-terrestrial co-registration of forest point clouds using a deformable pose graph,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.517093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.446260Z digest=sha256:0345c8be8ec9318cb23b0484cc03d0a5d2503b227b2c5b4fe5db1396c86306d3

Observation 3808e819-da2b-4f65-9447-aa646eb2fa66 · outbound

This paper cites Demonstrating mobile manipulation in the wild: A metrics-driven approach,.

Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead Demonstrating mobile manipulation in the wild: A metrics-driven approach,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:57:05.507743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:57:05.449227Z digest=sha256:db72463ff2f3f59c6672ab83dd1b3f35496fd23f72dd2227f0e4c4c2330123ea

Pith citing papers

Observation 18946e76-20c1-4725-b7c7-4848f63a8808 · inbound

TreeLoc++: Robust 6-DoF LiDAR Localization in Forests with a Compact Digital Forest Inventory cites this paper.

TreeLoc++: Robust 6-DoF LiDAR Localization in Forests with a Compact Digital Forest Inventory Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T19:07:54.837132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:07:54.837132Z digest=sha256:707e26fec9931d18966a6c789c4e6646553abb2a6b3d15efd57cd1e95bb457be