Tools, maps, models and data

More data, models and tools are housed at the CIAT-GCM page.

CCAFS-MOT: a mitigation options tool for agriculture

The CCAFS-Mitigation Options Tool estimates greenhouse gas emissions from different land uses and considers mitigation practices that are compatible with food production to inform agricultural and climate change decisions.


The IMPACTLite tool helps capture the diversity of farming activities and characterize the main agricultural production systems.

The Ex-Ante Carbon-balance Tool

The Ex-Ante Carbon-balance Tool provides ex-ante estimates of the impact of agriculture and forestry development projects, programs and policies on the carbon-balance.

Data Management Support Pack

Welcome to the CCAFS-CIAT Data Management Support Pack. This pack is designed to help you produce high quality, reusable and open data from your research activities. It consists of documents, templates and videos covering the different aspects of data management and ranging from the overarching concepts and strategies through to the day-to-day activities. For each of the videos in the pack we have included a transcript of the narrative. The Data Management Support Pack was created to support the implementation of the CCAFS Data Management strategy.

Atlas of CCAFS sites

Browse colourful maps of CCAFS research sites in three regions: East Africa, West Africa and South Asia