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Charles Ichoku1, Gabriel Pereira1,2, Luke Ellison1,3, Wilfrid Schroeder4, and Arlindo da Silva1
Presented at the 37th International Symposium on Remote Sensing of Environment, Tshwane, Pretoria, South Africa, May 7-12, 2017
Picture from ISS on 23-July-2011
1. NASA Goddard Space Flight Center, Greenbelt, Maryland, USA.
2. Federal University of São João del-Rei (UFSJ), Brazil.
3. Science Systems & Applications, Inc., Lanham, Maryland, USA.
4. University of Maryland, College Park, Maryland, USA
Outline
African Fires in the Global Context
Seasonal and Diurnal Patterns of African Fires
African Fires and Land cover Change
Multi-satellite Fire Analysis
Conclusions and Acknowledgements
MODIS Fire Detection for 2003
3.1×109 t of biomass carbon burned
1.1×109 t is emitted to the atmosphere
(Fearnside, 2000, Climatic Change 46: 115–158.)
Annually Persistent Global Issue
Fires contribute: 40% BC, 25% CO2 of total global emissions
Global Fire Activity
Annual Carbon Emissions from Open Fires by Region
Van der Werf et al., 2010, ACP
Monthly Fire Radiative Power Measurements from MODIS for 2016
Jan 2016
Dec 2016 Nov 2016 Oct 2016
Aug 2016 Jul 2016 Jun 2016 May 2016
Apr 2016 Mar 2016 Feb 2016
Sep 2016
https://feer.gsfc.nasa.gov/multimedia/frpmaps/
Examples of High Fire Activity Snapshots
Top: West and Central
Africa observed from NPP
VIIRS on 30-January-2016.
Top Right: Blowup of yellow
box on Top
Right: Southern Africa
observed from Aqua
MODIS on 13-May-2010
Fire Diurnal Characteristics from SEVIRI for 2011–2012
Andela et al., 2015, ACP
Grid res.
= 0.1°
{Peak
Intensity}
{Nocturnal
Activity}
{Duration} {Peak Local
Time}
Distribution of Fire Characteristics from SEVIRI for 2010–2012
Andela et al., 2015, ACP
Grid res.
= 0.1°
Land-cover Change
Based on Hansen et al (2013) Science (http://earthenginepartners.appspot.com/google.com/science-2013-global-forest)
Forest Loss and Gain Analysis from Landsat
Forest Reserves Under Pressure in Ghana
In the 1973 image the
vegetation inside and outside
the protected areas appears
green and robust
In the 2002/2003 dramatic change
is apparent; some of the northern
reserves have been decimated
and the northern edge of the
forest zone has moved south
Republic of Ghana
Fire-induced land conversion to cropland is increasing in middle Africa
Charles Ichoku (NASA/GSFC/613) and Luke Ellison (NASA/GSFC/613/SSAI)
Widespread burning that peaked in 2006 across the northern part of sub-Saharan Africa
influences land-cover changes that result in a net conversion of 0.28%/year of the total
land area to cropland, with the majority (0.18%/year) coming from savanna. Over the
last decade, the trend is increasing from savanna, forest, and wetlands to cropland.
SavannatoCroplandchanges
ForesttoCroplandchanges
NormalizedAverageAnnualLandCoverChangesfrom2003to2012
NormalizedDifferencesinAverageAnnualLandCoverChangesfor2012minus2006
0.00.20.40.60.81.0-1.0-0.50.00.51.0
NormalizedAverageAnnualFREFluxfor2003/04to2012/13fireseasons
NormalizedDifferenceinFREFlux(2012/13minus2006/07)
BiomassBurning
Land-coverChange
Ichoku et al., 2016, ERL
Example Linking Fire To Forest Depletion in West Africa
Ichoku et al., 2016, ERL
Biomass burning in northern sub-Saharan Africa and
associated changes in environmental and climate variables
Presented at Our Common Future under Climate Change (CFCC) International Science Conference, Paris, UPMC room 101, 18:15, Tuesday, 7-July-2015
Charles Ichoku1, Luke Ellison1,2, Charles Gatebe1,3, Rajesh Poudyal1,2, Toshihisa Matsui1,4, Elena Willmot5, Trisha
Gabbert6, Jun Wang7, Yun Yue7, Richard Damoah1,8, Jejung Lee9, Jimmy Adegoke9, John Bolten1, Fritz Policelli1,
Eric Wilcox10, Farnaz Hosseinpour10, Shahid Habib1, Churchill Okonkwo11, Francois Engelbrecht12
1NASA Goddard Space Flight Center, Code 610, Greenbelt, MD, USA 2Science Systems and Applications, Inc., Lanham, MD, USA 3Universities Space Research Association (USRA), Columbia, MD, USA 4Earth System Science Interdisciplinary Center (ESSIC), Univ. of Maryland, College Park, MD, USA 5Vanderbilt University, Nashville, TN, USA 6South Dakota School of Mines & Technology (SDSMT), Rapid City, SD, USA 7University of Nebraska, Lincoln, NE, USA 8Morgan State University, Baltimore, MD, USA 9University of Missouri, Kansas City, MO, USA 10Desert Research Institute (DRI), Reno, NV, USA 11Howard University, Washington, DC 20059, USA 12Council for Scientific and Industrial Research (CSIR), Pretoria, South Africa
Aerosol simulation from NASA GEOS-5 model nature
run, showing the distribution of sea-salt (blue),
pollution/volcanic (white), dust (red), and smoke
(green) aerosols over the African continent, with red
dots representing fire detections from MODIS (Image
source: NASA Scientific Visualization Studio
http://svs.gsfc.nasa.gov/vis/a010000/a011100/a01119
2/still_3-1024.jpg)
Environmental Research Letters Focus Issue (cover):
African Environmental Processes and Water-Cycle Dynamics
Normalized Forest Density and Change during 2003–2012
Normalized Average Forest Density Normalized Average Forest Change
Grid res. = 1° Grid res. = 1°
Northern Hemisphere Africa
Southern Hemisphere Africa
FRP from MODIS vs VIIRS at different Grid Resolutions
0.1 deg, r=0.89 0.5 deg, r=0.91 1.0 deg, r=0.96
0.1 deg, r=0.83 0.5 deg, r=0.89 1.0 deg, r=0.90
Conclusions
Africa contributes over 50% of the global annual carbon emissions from open fires, and most of these fires are anthropogenically induced.
These fires are contributing significantly to various environmental change processes, including forest cover loss, land cover conversion to cropland, and perhaps also drought and other phenomena. Although burning has decreased in the last decade in Northern sub-Saharan Africa, there is a perceptible increase in the burning of forests and wetlands. On the other hand, burning is increasing in Southern sub-Saharan Africa.
Acknowledgements
NASA Earth Science Interdisciplinary Studies (IDS) (c/o Drs. Jack Kaye and Hal Maring) for Funding Support Various NASA and other teams that provide data, as well as analysis and modeling support Various collaborating Agencies
NASA-FEER Fire Data Availability http://feer.gsfc.nasa.gov/data/ (Ichoku and Ellison, 2014, ACP)