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Beyond Forest Cover:
High-resolution Carbon Mapping
          for REDD+


         JOE MASCARO, GREG ASNER,
        HELENE MULLER-LANDAU ET AL.

        DEPARTMENT OF GLOBAL ECOLOGY
       CARNEGIE INSTITUTION FOR SCIENCE
   SMITHSONIAN TROPICAL RESEARCH INSTITUTE
Panama is a Thriving Economy

                     Panama had the highest
                     2008 GDP (both per-
                     capita and absolute)
                     among all Central
                     American nations (FAO).
Deforestation in Panama

Over the period from 2000 to 2010, Panama experienced 0.4% forest loss per year
(FAO), a lower relative rate than all but one Central American nation, and a decline
from forest loss in the previous decade.

Net changes in forest cover mask a higher loss of primary forest, however—much of
which is balanced by secondary re-growth and plantations.

Understanding these relative changes, beyond simply forest cover, is essential to
monitoring the welfare of carbon stocks and emission in support of REDD.
Carnegie Airborne Observatory
Laser-guided Spectroscopy of Tropical Canopies
Light Detection and Ranging or “LiDAR”
Three-dimensional Canopy Structure
Carnegie’s REDDlite approach

Satellite mapping of forest cover and changes in cover
  using CLASlite
Habitat map
Field calibration of LiDAR
LiDAR assessment of carbon storage across habitats
Average aboveground carbon density, IPCC 2006



• Tropical
landscapes
are treated as
if there is
some average
carbon stock.


• What are the
local to
regional scale
controls over
carbon
stocks?
Forest Change - 1999 to 2010
Habitat Map by the Peruvian Ministry of Environment
Integrating Airborne and Field
                Measurements
Converting Airborne LiDAR to Aboveground Carbon Density
Example CAO Lidar Data:
Interoceanic Hwy, Peruvian Amazon
Regional-scale Variation in Aboveground Carbon Stocks
Progress in Panama


LiDAR calibration
Carbon Mapping
in the Barro
Colorado Nature
Monument
Movie Time
Future Work

        Habitat stratification

        Dynamic change

        Wall-to-wall carbon
        storage
The CAO Team
Acknowledgements

 The CAO is made possible by the Gordon and Betty
  Moore Foundation, the W.M. Keck Foundation, and
  William R. Hearst III.
 Additional funding from HSBC, the Andrew Mellon
  Foundation, the Grantham Foundation, the NASA
  Biodiversity Program, and the National Science
  Foundation
 The CAO team includes Dave Knapp, Guayana Paez-
  Acosta, Ty Kennedy-Bowdoin, James Jacobson, John
  Clark, Robin Martin, Aravindh Balaji, and others.

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