Evidence map›Paper›PMID 42818914›Full record

ArticleFrontiers in robotics and AI2026

From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments.

Luca Romanello, Bahadir Basaran Kocer, Mirko Kovac

Abstract read
In one paragraph

Article in Frontiers in robotics and AI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Luca RomanelloLaboratory of Sustainability Robotics, EPFL - Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland.
Bahadir Basaran KocerSchool of Civil, Aerospace and Design Engineering, University of Bristol, Bristol, United Kingdom.
Mirko KovacLaboratory of Sustainability Robotics, EPFL - Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Forest robotics has largely evolved along a ground-first and flight-dominant trajectory, treating the canopy as a region to observe or briefly access rather than a habitat to inhabit. In this Perspective, we propose an alternative canopy-first framework in which robots operate through anchoring, suspension, and tension-mediated interaction with the environment. We trace the progression from ground and aerial systems to perching mechanisms, identifying their shared limitation as transient canopy interaction. Tether-based robots instead enable sustained presence by transforming branches into structural supports. Within this context, TreeSpider is presented as an early canopy-innate morphology. We argue that such systems point toward a broader class of structure-innate robotics, where behavior emerges through physical coupling with the environment rather than continuous free-space mobility.

Indexed as

arboreal locomotioncanopy roboticsenvironmental roboticsforest sensingstructure-native roboticssustainable roboticstethered aerial robots

Identifiers

PMID42818914
PMCPMC13624403

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.