An Introduction to the GOFC-GOLD REDD Sourcebook

1. An Introduction to the GOFC-GOLD REDD Sourcebook Tom Loveland USGS EROS Center July 30, 2012

2. http://www.gofc-gold.uni-jena.de/redd/sourcebook/Sourcebook_Version_Nov_2011_cop17_1.pdfhttp://www.gofc-gold.uni-jena.de/redd/sourcebook/Sourcebook_Version_Nov_2011_cop17_1.pdf

3. The Basics Global Observation of Forest Cover (GOFC) + Global Observation of Land cover Dynamics (GOLD) = GOFC-GOLD A science panel of the Global Terrestrial Observing System

4. The Basics • GOFC-GOLD is coordinated program of space-based and on-the-ground observations of forest and land cover for global monitoring of terrestrial resources and the study of global change. • Executive committee • Implementation teams • Land Cover Characteristics and Change • Fire Monitoring and Mapping • Working groups • Working Group on Biomass Monitoring • Working group in Reducing Emissions from Deforestation and Forest Degradation • Regional networks

5. A SOURCEBOOK OF METHODS ANDPROCEDURES FOR MONITORING ANDREPORTING ANTHROPOGENIC GREENHOUSE GAS EMISSIONS AND REMOVALS CAUSED BY DEFORESTATION, GAINS AND LOSSES OF CARBON STOCKS IN FORESTS, REMAINING FORESTS, AND FORESTATION

6. Sourcebook Purpose • “This sourcebook is designed to be a guide to assess historical data for reference emission level (REL) and reference levels (RL), and to design a national forest monitoring system for measuring and monitoring REDD+ activities, and estimating according to reporting guidelines, carbon stock changes and anthropogenic greenhouse gas (GHG) emissions and removals from deforestation and management of forest lands –including their expansion (reforestation and afforestation).”

7. Sourcebook Purpose (continued) • The sourcebook provides transparent methods and procedures that are designed to produce accurate estimates of changes in forest area and carbon stocks and resulting anthropogenic emissions and removals of GHGs from deforestation and management of forest land, in a format that is user-friendly. • The sourcebook is not designed as a primer on how to analyze remote sensing data nor how to collect field measurements of forest carbon stocks as it is expected that the users of this sourcebook would have some expertise in either of these areas.

8. Sourcebook Topics • Chapter 1: Introduction • Chapter 2: Guidance on Methods • Chapter 3: Practical Examples for Data Collection • Chapter 4: Country Capacity Building

9. Forest Definitions - IPCC • “ . . . all land with woody vegetation consistent with thresholds used to define Forest Land in the national greenhouse gas inventory. It also includes systems with a vegetation structure that does not, but in situ could potentially reach, the threshold values used by a country to define the Forest Land category.”

10. Sourcebook Change Categories • Deforestation: Forest Land converted to Cropland, Grassland, Wetlands, Settlements, and to Other Land. • Forest Degradation: A decrease in carbon stocks of Forest Land remaining Forest Land. • Enhancement: An increase in Forest Land carbon stocks. • Forestation: Non-forest land converted to Forest Land, which results in new forest area being created.

11. IPCC Greenhouse Gas Inventory Inputs • Activity – or Area – Data: The areal extent in hectares of a category (forest, deforestation, forestation and forest degradation/enhancements) • Emission factors: emissions/removals of greenhouse gases per unit area, e.g. tons carbon dioxide emitted per hectare of deforestation. • Emissions/removals resulting from land-use conversion are manifested in changes in ecosystem carbon stocks. • Metric tons of carbon per hectare (t C ha-1) are used to express emission factors for deforestation and forest degradation.

12. Benchmark Forest Area Map • An initial forest area map used to represent the point from which each future forest area assessment will be made and actual negative changes will be monitored in order to report only gross deforestation going forward. • The use of a benchmark map will show where monitoring should be done to assess loss in forest cover. • The benchmark map makes monitoring deforestation a simpler task. The interpretation of the remote sensing imagery needs to identify only the areas that changed compared to the benchmark map.

13. Approach for Collecting Activity Data: Area Change • Total area for each land use category, but no information on conversions (only net changes). • Tracking of conversions between land-use categories (only between 2 points in time). • Spatially explicit tracking of land-use conversions over time.

14. Tiers for Emission Factors: Change in C Stocks • IPCC default factors • Country specific data for key factors • Detailed national inventory of key C stocks, repeated measurements of key stocks through time and modeling

15. Chapter 2 Emphasis • Chapter 2 presents the state of the art for data and approaches to be used for monitoring forest area changes at the national scale in tropical countries using remote sensing imagery. The chapter includes: • Approaches and data for monitoring changes of forest areas (i.e. deforestation and forestation) and for monitoring of changes within forest land. • General recommendations for establishing baseline dataset and detailed recommended steps for monitoring changes of forest areas or in forest areas.

16. Forest Mapping and Monitoring Recommendations • Use Landsat-type remote sensing data (30 m resolution) for years 1990, 2000 and 2005 for monitoring forest cover changes with 1 to 5 ha Minimum Mapping Unit (MMU). • It might be necessary to use data from a 2 -16 year prior or after 1990, 2000, and 2005 due to availability and cloud contamination. • These data will allow assessing changes of forest areas (i.e. to derive area deforested and forest regrowth for the period considered) and, if desired, producing a map of national forest area (to derive deforestation rates) using a common forest definition. • A hybrid methodological approach combining automated digital segmentation and/or classification techniques with visual interpretation and/or validation of the resulting classes/polygons should be preferred as simple, robust and cost effective method.

17. Recommended National Assessment Steps • Selection of the approach • Assessment of national circumstances, particularly existing definitions and data sources • Definition of change assessment approach by deciding on: • Satellite imagery • Sampling versus wall to wall coverage • Fully visual versus semi-automated interpretation • Accuracy or consistency assessment • Plan and budget monitoring exercise including: • Hard and Software resources • Requested Training • Implementation of the monitoring system • Selection of the forest definition • Designation of forest area for acquiring satellite data • Selection and acquisition of the satellite data • Analysis of the satellite data (preprocessing and interpretation) • Assessment of the accuracy

18. For More Information… • Sourcebook: • http://www.gofc-gold.uni-jena.de/redd/sourcebook/Sourcebook_Version_Nov_2011_cop17_1.pdf • GOFC-GOLD • http://www.fao.org/gtos/gofc-gold/ • GOFC-GOLD Land Cover Implementation Team • http://www.gofcgold.wur.nl/index.php