Straightforward model-based approach using only field data and open-source maps to improve carbon stock estimates for REDD + projects

Key Points

• Improved carbon stock estimates enhance forest conservation efforts, leading to better REDD+ project outcomes.
• Estimation methods based on open-source maps yielded more accurate data in diverse ecosystems.
• Field data collection paired with advanced modelling techniques resulted in increased estimation precision.
• This work may enable more effective carbon management strategies, though study limits may impact wider application.