Using Drones to improve wildfire and forest management

The Robot Report Podcast · 31 Jan 2025 · 1h 02m

AI in practice: one real use of AI described

What this episode covers

Erin Linebarger, CEO and co-founder of Robotics88, explains how her company uses autonomous drones to map forest fuel loads for prescribed burns, addressing the limitations of current manual and aerial survey methods. The discussion covers the technical challenges of sub-canopy navigation, the specific sensor suite (LIDAR, thermal) required for accurate data, and the company's roadmap toward aerial ignition capabilities. The episode also touches on the broader robotics industry context, including skepticism around humanoid viability, the economic impact of DeepSeek's AI model, and Amby Robotics' new AI-driven palletizing solution.

AI in practice

Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.

Engineering & simulationAmby Stack

The system uses a reinforcement learning model trained in simulation to autonomously determine optimal stacking patterns for various box types and weights, replacing manual programming of pallet locations.

“the unique thing that that Amby has done is they have trained the AI in simulation with a reinforcement learning model that's a, Jeff describes as a game. right? So the robots rewarded when it does something well, right? in this gameified simulation, until it figures out the right way to actually step all of the different types of boxes that might come down.”

Speaker 2 · Hear it at 14:37

Mentioned

Companies
Robotics88, Unitree, Amby Robotics, DeepSeek, OpenAI, OneX Technologies, Kind Humanoid, Boston Dynamics, Kuka, NVIDIA
Products
Deco, Echo, Amby Stack, Mona, Atlas

Other shows on the same ground, closest first.

  • Hardware to Save a Planet · 52m

    Climate-Driven Wildfires: Building Faster Fire Response Systems with Andrea Santy

    Andrea Santy, Executive Program Director of XPRIZE Wildfire, explains the competition's dual-track approach to detecting and suppressing wildfires within 10 minutes using satellite imagery and autonomous systems. She details the rigorous testing protocols in Australia and Alaska, the technical challenges of distinguishing destructive fires from false positives, and the regulatory hurdles for heavy-lift drones. Santy emphasizes that while technology is crucial, it must be part of a holistic strategy including land management and community action to mitigate climate-driven wildfire risks.

  • Robot Talk · 29m

    Episode 138: Robots in the environment - Stefano Mintchev

    Stefano Mintchev, an Assistant Professor of Environmental Robotics at ETH Zürich, discusses his lab's work on bio-inspired robots designed to explore and monitor complex natural environments like rainforests. He details the development of drones capable of pushing through dense vegetation using tactile sensing and protective cages, as well as the use of modular payloads for collecting environmental DNA to track biodiversity. Mintchev also explains the shift from semi-autonomous to fully autonomous control to overcome communication limits in humid, cluttered forests, and introduces research into soft, squeezable drones made from composite laminates.

  • The Next Byte Podcast · 21m

    30. Climate Change AI, Robots Getting You Dressed, Drones Evacuating Nursing Homes

    Hosts Daniel Scott Mitchell and Farbod Moghaddam discuss three recent tech developments: a Technical University of Munich neural network modeling forest fire impacts on Yellowstone, MIT research on assistive robots for helping the elderly get dressed, and a Technical University of Eindhoven drone designed to evacuate nursing homes by detecting human emotions.

  • Hardware to Save a Planet · 47m

    The Wildfire Suppression System Built to Fight Fire From the Ground | Gadi Benjamini

    Gadi Benjamini, Co-founder and CEO of FireDome, explains how his company builds autonomous wildfire suppression hardware inspired by Israel’s Iron Dome. He details the electromechanical launcher that fires 10-gallon 'smart capsules' filled with water or fire retardant up to 1,000 feet, and the AI-driven computer vision algorithms used to detect spot fires while avoiding humans and drones. Benjamini discusses the company's pivot from his previous methane mitigation startup, Carbon Twist, to resilience tech, and outlines their 'resilience as a service' business model targeting early adopters like wineries and HOAs in California. He also shares challenges in sourcing durable motors and manufacturing tolerances, and describes upcoming testing in Sacramento to validate performance against high winds.

  • Robot Talk · 28m

    Episode Fourteen – Aerial Robotics: taking flight

    Host Claire Asher interviews Dr. Stephen Prior of Hybrid Drones Ltd and the University of Southampton, and Dr. Jinya Su of the University of Essex about the state of aerial robotics. They discuss military applications, the DARPA UAVForge competition, morphing drones, and the aerodynamic challenges of nanodrones like the Black Hornet. The conversation then shifts to industrial uses, including autonomous solar panel inspection, precision agriculture using Sentinel-2 satellite data, and heavy-lift delivery systems.

The summary, chapters and topics are generated from the episode’s audio by this directory, not written by The Robot Report Podcast. The episode itself belongs to its publisher.