International Center for Tropical Agriculture (CIAT)

icleaned is a Shiny App that calculates environmental footprint of livestock systems

Inclusive and Comprehensive Livestock Environmental Assessment for Improved Nutrition, a Secured Environment, and Sustainable Development along Livestock Value Chains

Analysis repository for assessing technical potential and net economic benefit (NEB) of adaptation-linked carbon crediting in agriculture. Includes spatial workflows, country-level modelling (Kenya, Ethiopia, Nigeria), and reproducible outputs for evidence-based decision-making.

Automates CLEANED-based GHG assessment for livestock farms using Venture37 survey data. Processes multiple Excel files, computes emissions and CH₄ intensity per kg FPCM, and outputs standardized Excel/JSON results. Enables partners to evaluate feed improvement impacts across farms at scale.

Development of the ERA platform

Shiny rmarkdown for exploring exposure, climate hazards and emissions in livestock systems

This R-project was used to estimate avoided emissions using data from the Uganda FREL required for a GCF proposal