This spreadsheet is a simple example of a Monte Carlo simulation for a country’s emission reductions estimates from deforestation and forest degradation. It is meant to illustrate how countries could set up Monte Carlo simulations, how spreadsheets could be structured and what Excel functions can be used. It can be...

System for earth observations, data access, processing & analysis for land monitoring (SEPAL).  The cloud-based SEPAL computing platform facilitates countries’ access to Earth observation data as well as processing of that data. SEPAL allows countries to overcome processing issues related to poor internet connections or low computing power.

Open Foris Collect is the main entry point for data collected in field-based inventories. It provides a fast, easy, flexible way to set up a survey with a user-friendly interface. Collect handles multiple data types and complex validation rules, all in a multilanguage environment.

Collect Mobile is a fast, intuitive and flexible data collection tool for field-based surveys.This Android app allows the completion of complex data structures, such as biophysical, socio-economic or biodiversity surveys.

Collect Earth enables data collection through Google Earth. In conjunction with Google Earth, Bing Maps and Google Earth Engine, users can analyze high and very high resolution satellite imagery for a wide variety of purposes.