Sign In

chris turner

Carbon Analyst at Forest Carbon Works | Spatial Data Analysis

Chris Turner is a Carbon Analyst at Forest Carbon Works, based in the San Francisco Bay Area. His professional background includes:

Work Experience

Carbon Analyst at Forest Carbon Works:

  • Specializes in analyzing and developing carbon offset projects
  • Focuses on spatial data analysis1

Previous Roles:

  • Remote Sensing Technician at Amazon

Education and Skills

  • Completed Full Stack Coding education1
  • Expertise in spatial and data analysis for forest carbon project development3

Location

Chris Turner is currently based in California, United States.2

While specific details about his tenure at Forest Carbon Works are limited, his role as a Carbon Analyst likely involves working on forest carbon projects, utilizing his skills in spatial data analysis and remote sensing to assess and develop carbon offset initiatives.

Highlights

Aug 14 · linkedin

I’m thrilled to share some exciting new developments in my ongoing project using AI and YOLOv8 to detect and segment Brazil nut trees in drone images. These trees are vital to the Amazon's ecosystem, providing habitat for wildlife and a sustainable income source for local communities. The latest outputs from our model show significant progress in both detection and segmentation tasks, with reasonable mAP (mean average precision) scores. These improvements bring us closer to creating highly accurate maps of Brazil nut concessions, essential for sustainable harvest planning and conservation efforts.

Big News! 🎤 I’m honored to have been invited by Conservación Amazónica to present at AmazonTec2024! My talk, titled "Uso de la IA para la identificación de especies de árboles de importancia económica" ("Using AI for the Identification of Economically Important Tree Species"), will delve into how AI can revolutionize the identification of economically and ecologically important tree species. The conference will take place on September 20th in Puerto Maldonado, Peru.

Conservación Amazónica has been an invaluable partner, providing technical support and helping us refine our models. Their expertise continues to guide me toward the goal of creating a rapid method for mapping Amazon species using computer vision and AI.

Stay tuned for more updates, and check out the attached images showcasing our latest model outputs! 🌱📊

#AI #DroneTechnology #YOLOv8 #Conservation #BrazilNutTrees #SustainableAmazon #DataScience #DeepLearning #AmazonTec2024 #ConservacionAmazonica #AllianceForASustainableAmazon #Roboflow #MapsMadeEasy #AmazonTec2024

Jul 26 · linkedin

🚀 Excited to share my latest project using AI and YOLOv8 to detect Brazil nut trees in drone images! 🌳✨

Brazil nut trees are crucial for the local economy and the conservation of the Amazon. They provide sustainable income for local communities and play a key role in preserving the rainforest.

I’m leveraging MapsMadeEasy software for automated drone missions with the DJI Air 2S to collect data on the Alliance for a Sustainable Amazon property. This data is essential for training our YOLOv8 model. I’m using Roboflow to annotate these images, ensuring precise training data.

Our preliminary results are promising, with accurate segmentation of Brazil nut trees using YOLOv8 (confidence ≥ 0.5). Check out the attached image to see the success!

A big thank you to the Alliance for a Sustainable Amazon for offering the space and data of known Brazil nut tree locations, and to Conservación Amazónica for their technical support in drone flying, programming, and YOLOv8 parameter adjustments.

Looking ahead, we plan to create georeferenced image tiles from 2D orthomosaics. These tiles will help us extract detection masks for Brazil nut trees, generate shapefiles showing their locations, and create detailed maps of Brazil nut concessions. This work will support conservation planning, the re-propagation of new Brazil nut trees, and harvest planning.

Stay tuned for more updates on this exciting journey! 🌱📊

#AI #DroneTechnology #YOLOv8 #Conservation #BrazilNutTrees #SustainableAmazon #DataScience #DeepLearning #AllianceForASustainableAmazon #ConservacionAmazonica #Roboflow #MapsMadeEasy

Related Questions

What is Chris Turner's background in sustainable agriculture?
How did Chris Turner transition from Bayer to Pivot Bio?
What specific roles did Chris Turner hold at Monsanto?
What are Chris Turner's main responsibilities at Pivot Bio?
How has Chris Turner's work impacted the agriculture industry?
chris turner
chris turner, photo 1
chris turner, photo 2
Add to my network

Location

San Francisco Bay Area