Arti Dhar: Turning Forests Into Pensions with Open Source AI

Planting trees is easy. Proving they survived five years later to pay the farmers who grew them? That requires a new kind of technology.Arti Dhar, co-founder of Farmers for Forests, reveals how open-source technology is exposing greenwashing and redirecting climate finance to 22,000+ rural Indian households who are actually doing the work.In this episode, we explore the intersection of environmental justice and artificial intelligence. Arti shares how her team pivoted from satellites to drones to track individual saplings on fragmented plots—achieving 90%+ accuracy with Detectron2 models trained on Indian landscapes. The result? Agroforestry systems that are 3x more biodiverse, sequester 4x more carbon, and increase farmer incomes by 3-4x.This isn't just about planting trees. It's about building trust through measurement, making ecosystem services economically viable, and proving that climate solutions and poverty reduction can grow from the same soil. Arti discusses the challenges of scaling from 50,000 to millions of hectares, why payment for ecosystem services works where other models fail, and how open-source AI tools costing 10x less than satellite imagery are democratizing environmental monitoring.Key Insights:Why drone monitoring beats satellites for smallholder agricultureHow cash transfers + carbon markets create farmer "pension schemes"The surprising thing farmers value more than moneyTraining computer vision models on tropical agroforestry dataScaling climate solutions without sacrificing qualityThe role of bioacoustics and camera traps in measuring biodiversity impactGuest: Arti Dhar, Co-founder of Farmers for ForestsConnect with Farmers for Forests:Learn more about their work transforming degraded land into biodiverse agroforestry systems across India.Hashtags:#AI #ClimateChange #Agroforestry #CarbonMarkets #EnvironmentalJustice #DroneMonitoring #MachineLearning #Sustainability #RegenerativeAgriculture #ClimateAction #India #SmallholderFarmers #OpenSource #ComputerVision #NatureBasedSolutionsKeywords:AI for climate change, drone monitoring agriculture, agroforestry India, carbon sequestration, payment for ecosystem services, Detectron2, environmental restoration, climate finance, smallholder farmers, computer vision forestry, regenerative agriculture, biodiversity monitoring, open source climate tools, rural poverty solutions, nature-based climate solutions, carbon markets, tree monitoring technology, soil health, climate resilience, sustainable agriculture, environmental accountability, greenwashing prevention, spatial intelligence, remote sensing agriculture, community-based conservation