CIFOR–ICRAF publishes over 750 publications every year on agroforestry, forests and climate change, landscape restoration, rights, forest policy and much more – in multiple languages.

CIFOR–ICRAF addresses local challenges and opportunities while providing solutions to global problems for forests, landscapes, people and the planet.

We deliver actionable evidence and solutions to transform how land is used and how food is produced: conserving and restoring ecosystems, responding to the global climate, malnutrition, biodiversity and desertification crises. In short, improving people’s lives.

Spatial Data Science & Applied Learning (SPACIAL) Lab

Spatial Data Science & Applied Learning (SPACIAL) Lab

SPACIAL works towards the application of earth observation and geoinformatics in real decision contexts. Our work includes land health monitoring and mapping, land cover change monitoring, targeting of agroforestry interventions and measuring impacts of interventions. We also develop and deploy digital data collection and dissemination tools such as the Regreening App, using citizen science – all using open-source software.

The lab focuses on tools, methods and services around:

  • land health monitoring and mapping using predictive spatial models
  • vegetation time series analyses
  • invasive species modelling
  • development of the data collection dissemination tools (mobile apps)
  • development of decision-support tools (dashboards)
  • suitability assessments
  • geospatial knowledge management (geoportal)

Advanced spatial analytics for implementation and monitoring of land restoration

Tor-Gunnar Vagen, senior scientist and head of the SPACIAL Lab, explains how CIFOR-ICRAF uses satellite imagery to assess forest cover, track deforestation and measure the effectiveness of restoration efforts.