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

Luca Romanello, Bahadir Basaran Kocer, Mirko Kovač
September 16, 2026
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Research Abstract & Technology Focus

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.
Computer science Robot Artificial intelligence Trajectory Tree (set theory) Point (geometry)
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What is the core focus of the research titled 'From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments'?

This literature focuses on: 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 fra...

Are there open-source GitHub repositories related to From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments?

Yes, open-source projects like Flaminis/Dalaran (Dalaran — Apache-2.0, robotics-first visualization and data infrastructure for multimodal time-series. ROS 2 native, reads existing .rrd recordings...) are actively building upon these concepts.

Which startups are commercializing the technology behind From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments?

Products like Gemini Robotics ER 1.6 are bringing this to market. Their focus is: Google's SOTA robotics model for visual & spatial reasoning!.

What other academic literature is closely related to 'From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments'?

Yes, highly correlated activity was mapped. An entry titled 'Trajectory Planning for Manipulators on Mobile Bases and in Dynamic Environments, Using Adaptive Models' discusses this: This study addresses the challenges of trajectory planning for mobile manipulators whose base moves continuously during capture tasks. The main dif...

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