Data and Tools
A gateway to useful FLR knowledge tools and platforms, such as geospatial platforms and various databases, with links to guidelines and examples.
Type of data/tool
- Aggregated data (4)
- Carbon market (2)
- Data collection (1)
- Financial estimations (2)
- Geospatial planning (8)
- GHG accounting (3)
- Microdata (1)
- Monitoring (8)
- Policy information (1)
- Project information (7)
- Project-investor matchmaking (3)
Financial estimations
Rural invest
Purpose: Make investment decisions (prepare and evaluate small and medium size projects).
Short Guidelines; Tutorials; Manuals:
Aggregated data
Global Forest Resources Assessment
Purpose: Collect data on forest products and area.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
FERM Geospatial Platform
Purpose: Find geospatial data on biophysical and socio-economic aspects.
Short Guidelines; Tutorials; Manuals:
Aggregated data
GAEZ Data Portal
Purpose: Countries may contain links for either a National Agro-ecological Zoning Project or a Country Profile document.
Short Guidelines; Tutorials; Manuals:
Aggregated data
FAOSTAT
Purpose: Collect data on multiple forest indicators (eg. forestry production, land, demographics, emissions, etc.)
Short Guidelines; Tutorials; Manuals:
Policy information
FAPDA
Purpose: Collect and disseminate information on policy information through a freely accessible web-based tool.
Short Guidelines; Tutorials; Manuals:
GHG accounting
EX-ACT
Purpose: To estimate carbon in projects and programmes.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
HiH Initiative Geospatial Platform
Purpose: Find geospatial data on biophysical and socio-economic aspects.
Short Guidelines; Tutorials; Manuals:
Project information
IATI tools
Purpose: Data on development and humanitarian spending and projects, including spending plans of donors to support governments and organizatons to better plan and coordinate resources.
Short Guidelines; Tutorials; Manuals:
Microdata
FAO Microdata Catalogue
Purpose: Provides an inventory of datasets collected through farm and household surveys which contain information related to agriculture, forests, food security, and nutrition.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
Atlas of Forest Landscape Restoration Opportunities
Purpose: Maps in this atlas represent global approximation of the extent and location of the opportunities for forest landscape restoration
Short Guidelines; Tutorials; Manuals:
Monitoring
Global Forest Watch
Purpose: Global Forest Watch (GFW) is an online platform that provides data and tools for monitoring forests. By harnessing cutting-edge technology, GFW allows anyone to access near real-time information about where and how forests are changing around the world.
Short Guidelines; Tutorials; Manuals:
Monitoring
Global Restoration Monitor
Purpose: Showcase global land restoration projects, spanning from large multi-country programs to local grassroots initiatives
Short Guidelines; Tutorials; Manuals:
1. Introduction
Geospatial planning
Climate Smart Restoration Tool
Purpose: Provide information on seed collection and transfer of native plants.
Short Guidelines; Tutorials; Manuals:
Project information
RESTOR
Purpose: Share, monitor, search for and analyze FLR projects.
Short Guidelines; Tutorials; Manuals:
1. How it works
Project information
CARBEXX
Purpose: To support nature-based carbon capture by creating a platform to bring together all parties involved in reforestation.
Short Guidelines; Tutorials; Manuals:
1. Introduction
Geospatial planning
Forest Landscape Integrity Index Map
Purpose: Integrates data on observed and inferred forest pressures and lost forest connectivity.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
Google Earth Engine
Purpose: To detect changes, map trends, and quantify differences on the Earth's surface.
Short Guidelines; Tutorials; Manuals:
GHG accounting
NEXT
Purpose: A Comprehensive Greenhouse Gas Accounting Tool to Support Annual Environmental Impact Assessment Over a 30-Year Time Series in the Agriculture, Forestry and Other Land Use Sector.
Short Guidelines; Tutorials; Manuals:
Financial estimations
ROOT
Purpose: Optimization and tradeoff analysis.
Short Guidelines; Tutorials; Manuals:
Monitoring
JICA-JAXA Forest Early Warning System
Purpose: Monitors the Tropical forest and provides an early warning system.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
WePlan - Forests
Purpose: WePlan - Forests is a decision support platform for tropical and subtropical forest ecosystem restoration planning that aims to maximise the climate change mitigation, biodiversity conservation and poverty alleviation benefits arising from forest restoration.
Short Guidelines; Tutorials; Manuals:
Monitoring
Space Intelligence
Purpose (link to FLR): Web-based platform for assessing carbon stocks and change in carbon over time.
Short Guidelines; Tutorials; Manuals:
Project-investor matchmaking
Acorn
Purpose (link to FLR): Web-based platform that delivers direct estimates of forest carbon stock and change from space.
Short Guidelines; Tutorials; Manuals:
Monitoring
Chloris Geospatial
Purpose (link to FLR): Web-based platform that delivers direct estimates of forest carbon stock and change from space.
Short Guidelines; Tutorials; Manuals:
Carbon market
Verra Methodolgies
Purpose (link to FLR): A list of methodologies or quantifying project benefits are a key component of all Verra standard programs
Short Guidelines; Tutorials; Manuals:
Project information
GEF Projects Database
Purpose: A database of GEF projects, including those related to FLR.
Short Guidelines; Tutorials; Manuals:
Aggregated data
Data in Emergencies (DIEM) - Monitoring
Purpose: Regularly updated collection of data on shocks and livelihoods in various countries. Could be useful for project design and identifying gaps in assistance.
Short Guidelines; Tutorials; Manuals:
Geospatial planning
SEPAL
Purpose: Data can be created and analyzed for any place on Earth (eg. land use maps, analyze time series, run change detection). Within SEPAL there is an application called se.plan which can be used for restoration planning and decisions.
Short Guidelines; Tutorials; Manuals:
Project-investor matchmaking
Xilva: Connecting capital to forests, faster
Purpose: Xilva uses digital solutions to connect capital to forest projects, faster!
Short Guidelines; Tutorials; Manuals:
Project-investor matchmaking
explorer.land
Purpose: map portal to discover, connect to, and communicate impactful nature-based projects.
Short Guidelines; Tutorials; Manuals:
Project information
WOCAT SLM Database
Purpose: Provides access to the documentation of field-tested sustainable land management (SLM) practices from different places in the world and offers practitioners the opportunity to share their own SLM practices.
Short Guidelines; Tutorials; Manuals:
Monitoring
AURORA
Purpose: Based on the publication The Road to Restoration, this tool aims to help stakeholders develop a monitoring system tailored to their needs by identifying indicators and metrics to monitor progress toward their set goals.
Short Guidelines; Tutorials; Manuals:
Earth Map
Purpose: Visualize, process and analyze satellite imagery and global datasets on climate, vegetation, fires, biodiversity, geo-social and other topics.
Short Guidelines; Tutorials; Manuals:
Naturebase
Purpose: Naturebase is a tool for identifying nature climate solutions (NCS). It contains social, political, and economic information to help decision makers plan and implement the most effective and beneficial greenhouse gas reduction interventions.
Short Guidelines; Tutorials; Manuals:
Data collection
Open Foris Arena
Purpose: A platform for storing and processing data collected in field inventories or questionnaires. Users can set up surveys directly in Arena, which offers options for multilingual data entry forms, multi-cycle data management, and the use of multiple tools that can assist with data validation and reporting.
Short Guidelines; Tutorials; Manuals:
GHG accounting
CarboScen
Purpose: Compute future ecosystem carbon for a simulated land-use scenario.
Short Guidelines; Tutorials; Manuals:
Monitoring
Terra-i
Purpose: Near-real time monitoring system for natural vegetation conversion at pan-tropical scale.
Short Guidelines; Tutorials; Manuals:
Monitoring
LUCA
Purpose: Radar-based forest disturbance alert system, providing information every two weeks on where and when disturbances in forests occur anywhere in the world, in almost any weather condition.
Short Guidelines; Tutorials; Manuals:
Project information
Shiny RIMA (Resilience Index Measurement and Analysis)
Purpose: Shiny RIMA is a toolkit designed to simplify the estimation of household resilience capacity, which is evolved from the original tool for estimating household resilience.
Short Guidelines; Tutorials; Manuals:
1. Understanding RIMA – An introduction to the Resilience Index Measurement and Analysis
Project information
Restoration Explorer
Purpose: Platform that helps to build a resilient restoration enterprise by providing with a customized business model
Short Guidelines; Tutorials; Manuals: Introduction to Restoration Explorer