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Paper Citation Record · LEDGER

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

As of 20 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 2026-08-19T06:32:44.657259+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
  • metadata mismatch0

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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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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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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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.

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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 2026-08-19T06:32:44.657259+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

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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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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

Resolution
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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:56:59.978074Z digest=sha256:81b698294423b473ee5a467c7edad17e4d10c34926f3fe09ec5bb3eea79d72a6

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+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
raw_fallback, observed 2026-08-06T22:57:06.179424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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
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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 2026-08-19T06:32:44.657259+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:00.607364Z digest=sha256:bfc4342e2a8b7c80069d4ca9ce4d563f53de1b9cd3b5a7bedfe7ed642e88ec5a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:00.698217Z digest=sha256:5179d0714985e2dc5a9edbcf42810a3cb3a46f74140fb6301249c306b966f0c5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:00.740811Z digest=sha256:2f6e528c63c661d3d7450e95d9b1348625bbae68d5b902663fd5dd037b95ba8e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:00.838432Z digest=sha256:98980926fe1a3b6a0ac1797e3ecabb32ec5c7627f7f0e5ce7cd9e8e7925feac3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:00.942711Z digest=sha256:81795463abe0bee90060ded4356c14cddeca04dec7a945e841426ae166534691

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.036343Z digest=sha256:e9adb2b566df67126981ceaeff2e85910a0efb5fbe2a7729f075a88d61c58f69

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.139148Z digest=sha256:20f301c11560acc5b4876b3b50d6bd10213628cbfd72653d54bab0c133dd6670

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.209730Z digest=sha256:fd0c44b2ec18e79536ef133b63642e7a71a887a45d4c281c5166a2e78aca4c19

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.279676Z digest=sha256:d902f53332a32c404eb751e9f71ff88ccee41bae7a5f2f5e753175b3a3c31433

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.357521Z digest=sha256:09d01ca538d387096f985de674a1e22cfb4301c2525d12a1aef9de49e36f2ebd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.419041Z digest=sha256:8172b3ee79ed9b2d2c385e5dd9c431d70b9d403b6d340a3320ef2f209d5f4815

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.507793Z digest=sha256:a912dfbd9392f7462a15fab66ceee3525108660fab4eec668b489163b183e073

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.603815Z digest=sha256:242bfbba9f39440411fe7ba9a4d8e71903aac05f441dbee9c90dbf7221c62471

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.686224Z digest=sha256:6a3f932729158c2eba96d530f16507fbad7077d095d14292a9ce30142f65f92f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.759179Z digest=sha256:415c5bdf2bf45e7db3c72ee785c2d91b56e311a895da27afce7e7f5d281c5bb8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.814943Z digest=sha256:ccd66daeb0fbf0e52488f54027402b3c13c508aa817337b8f4a4ad9008ae77e4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.875537Z digest=sha256:1c64631c1c860dd5ac3c0c178dafd163cfab35246f36f1505032427aa28fdc14

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:01.974048Z digest=sha256:0f85bdaee8f08b0fd3961c438b988034580b0a2641507068392f831fb3b6df5b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.045484Z digest=sha256:2f9d2c963b2903226de4b209444bc1a1393a87709a7c1cb0bccf3b07a541c7e1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.108575Z digest=sha256:fe71f6e673a054eab006c5a90b0a5ca7ab63e98fbe9adfcbf68b54e90181f250

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.181556Z digest=sha256:e9d996e24992c6e54b5b14f33721b9a198b1240d1b589c6112f3fe4d465fd862

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.320077Z digest=sha256:8d5cd81d753d928ef4e07892f8bfdbac40a6e780c6a6dec49f6ed6d85e0f3a11

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.379894Z digest=sha256:053d82e50b7d5aa3c78e7de9393765ccfa89718c40efc878c87aa65f982480cb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.464432Z digest=sha256:63993f9c974982bf83fa8952584e1d8c8948ea2a9f6c7342e9a6ab49df6a7418

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.645280Z digest=sha256:b7e0c7bee8207fdd71de6f26eac51c58bba9fe1f95720bce82d10c7680d09482

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.736227Z digest=sha256:37bf00c789916e7b54b2a5ad279408b92aff8d19b4aa3ccb9b82599ebe9bf7e7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.834061Z digest=sha256:91bb5acdfd4981772f8f97581a8de48017d23f7339941e683f963c69f879d859

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.904784Z digest=sha256:e8e7009e345a9f57a432b08bfbafb358ab229f2d884c57a39ea01227f573cc59

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:02.980443Z digest=sha256:593ccdeb4ff69a501e3d32b03a879c7d3e0337f9cb26cc3f231f9f9a4d60e1dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.053261Z digest=sha256:727ebdc768df97455fc11e2c74a41cfd6632bf1ec9af80e60a1dbf61746d7e16

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.130194Z digest=sha256:46914659732e91fbcacfacff71696ff6fe156eb44c275daf750d13ce0f8bc552

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.223303Z digest=sha256:a0ed7d222655563716976e98e99f35eabe8632e7dcb4b8e25d1056473fdbb8c0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.307242Z digest=sha256:dc1a958bdb6ab3554fff6f22bfa9d8ea1ba90ca4c54874d2662988792ce44813

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.377758Z digest=sha256:df8e6485b4d35ff26b08f9e26d50e0fbcf3770da781e75d1ba54b08340570970

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.472594Z digest=sha256:e1ffc03a2d0fe5d223aed9e5d5a9eb05aff5ba88092520e8375c5b47d770dd41

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.527017Z digest=sha256:f61609c7b5a63192445025d452c74c527c6ac95cb4b69b2f5574962b88bdb60f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.563048Z digest=sha256:adf591eff2f6fa38737a821c95f6df108d6d62fe74da47c9f44f22f1d6b85c14

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.677626Z digest=sha256:76fd07a705565821ed01da0227b1bd167733aa55dcabced892ebaad92429382b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.788753Z digest=sha256:911f34b8c0ef739b5edf7e7d5e355e44249103ded8f105faba8fb3c312c21ae8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:03.921166Z digest=sha256:364df9fe1183fd403e0bd1f0902b92e8608f7dec8c3ac3cd946a393daa3cdd92

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.115011Z digest=sha256:dcb5361aea5060e734eef67c3802a986437f585d41aaf06a66daa1a12f8deafe

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.256615Z digest=sha256:7019074a507bad3ac8aabffce9105919b5a48be7b927962e58d448cfab2416c9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.397339Z digest=sha256:68a4d1d32bab15d6e0e71a8cd6f5b6b89850d7fc03820af89fd51e0a730b4a73

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.553714Z digest=sha256:74167ba11c8180add9e98f4483b3acb6cbb65acc83558ed9849f6d5b1a08bd98

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.754406Z digest=sha256:dcd6f0f898fb7f0809474ddd54006e2fb5d6f3d8c4382316511b967acefb307c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:04.913237Z digest=sha256:a9af49f94aee8043b1300f5b7c612407b05205019575e5372e7c4d3cfa54536a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.018085Z digest=sha256:10703eba55167eef6c5f56d9adc526b019083c5f547285c9a3206b7d2c9cbf7d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.146902Z digest=sha256:2ba204f27ffc39ed8fe44dc9756c9ba199975271aaeefc8a66b091513996d027

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.271862Z digest=sha256:bd9fce93d0de28a1aa67802a2f289d595e79d48cdd58b2642b099f87cb5e33bd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.399499Z digest=sha256:c8bf748c26f121b759f6d9ea0951212e9b8f4ca6b9e3641dc7524f513d17b174

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.403846Z digest=sha256:52e3fe03d2ebe5c9a06261dffbd261d12d135d3b21b03db475811a275531e58a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.406313Z digest=sha256:9cf7eb5bd6cc204fb6963c777080dba6118d6a9bb492966738ee4247dfa3410b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.409672Z digest=sha256:44e9032a2fba1c5db1d7018943a8e69697650034b7b231b763f8610b3fb7d592

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.412517Z digest=sha256:28cf7befcd4684aafc40a9bc0213654015c3eab8e52e07e7793d1378c9fc2e3f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.415351Z digest=sha256:a8ecba0c61eba593790f7a117629bd9888534c76a83662047e47af56629e7d6a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.417876Z digest=sha256:f10dac4dc678e8a670c40d4cd7aba086b887b7e6a6a46209580c04a1c6da525d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.420190Z digest=sha256:91c079b1fdced1d612e82aa9949edf66c85c262b073d7ccfdad93e1169f99fab

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.422916Z digest=sha256:f4ad3904c32f2e81c1d8998533d5d69a0688bbfab40721f51da9aaec0836d994

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.425597Z digest=sha256:4330f91d864d688249e945589122d1163c6f075abdf38ca4a599838d99321863

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.428156Z digest=sha256:f268f4cd35c27ad33a8b0d5b305a2ff9fb33080ff6821b736b7c45c7af963c97

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.430695Z digest=sha256:8114d58fe4c88be2526c9334d16c59b2cf45be34c9fed013e7a6c2eec45316c8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.433318Z digest=sha256:e646ac1e7d03773bffa9e271cf968b1371ae2e027c071c2a3ab57716280cbd5b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.435807Z digest=sha256:bb984b65d6a0d31a1b8bae5abeb5f07641c582eb3521532735c40d3beda47cd0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.438204Z digest=sha256:46aae329563467458b1af90a5f151d687d0db68527e3a0e8c6d76508d001a784

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.440779Z digest=sha256:89aef2799d0a337250c3a02e2511e016b8efeae133934543f70740e984fc567a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.443661Z digest=sha256:9b9037650f7aaae7bcdeb64720165baf220910c9c8f427369850cef5e9eb0409

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.446260Z digest=sha256:b07f66b86ac52c469505f8c87af101b9945bb08c1c3f1aafbbe1ca24fd04ef25

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T22:57:05.449227Z digest=sha256:a7f94f14a6fd11cf2b1c8a22ce0124f63320a70d4dd36a448ecb0845080b653e

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