Remote Sensing for Wildfire Applications - ARSET · PDF fileRemote Sensing for Wildfire...
Transcript of Remote Sensing for Wildfire Applications - ARSET · PDF fileRemote Sensing for Wildfire...
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National Aeronautics and
Space Administration
www.nasa.gov
ARSETApplied Remote Sensing Traininghttp://arset.gsfc.nasa.gov
@NASAARSET
Remote Sensing for Wildfire Applications
Instructors: Cindy Schmidt and Amber McCullum
Week 2
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 2
Course Structure
• One session per week on June 9, 16, 23, and 30, 2016
– 11 a.m. – 12 p.m. EDT (UTC-4)
– 6 p.m. – 7 p.m. EDT (UTC-4)
• Each session may include
– Presentation
– A homework assignment
• Q&A following each session or by email to Tim Stough
([email protected]) or Amita Mehta ([email protected])
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 3
Course Material
Webinar presentations, exercises, homework assignments, and recordings
http://arset.gsfc.nasa.gov/disasters/webinars/disaster-overview-2016
Links will be available on the
ARSET course page
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 4
Homework and Certificate
• Homework
– Answers to homework questions via Google form
– Available at http://arset/disasters/webinars/disaster-overview-2016
– Certificate of Completion
– Attend all 4 webinar sessions
– Complete all homework assignments
– Certificates will be emailed approximately 2 months after the course finishes by
Marines Martins ([email protected])
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 5
Course Objectives
• Participants will become aware of
available NASA resources for
disaster management
• Participants will learn to access
remote sensing observations for
local disaster events
GeoGateway interface showing Napa earthquake interferogram with
Line of Sight profile across the main rupture.
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 6
Course Outline
Week 1: Monitoring Earthquakes, and Tsunamis
Using NASA Remote Sensing and Models
Week 2: Overview of Remote Sensing for
Wildfire Applications
Week 3: Observation of Oil Spills Using Remote
Sensing Measurements
Week 4: Monitoring Storms, Flooding, and
Landslides Using Remote Sensing Observations
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 7
• Global Wildfire Issues and
Management Questions
• Remote Sensing Wildfire Products
• Remote Sensing Wildfire Tools
Fort McMurray wildfire, May 24, 2016
Image acquired from the MODIS instrument on NASA’s Aqua satellite
Wildfire Agenda
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 8
Wildfires: Global Critical Issues
• Loss of human life and property
• Air pollution
• Habitat loss
• Hydrological regime changes and increased
risk of landslides
• Increased frequency, duration, and severity
due to fire suppression methods and climate
change
www.epa.gov
www.nasa.gov
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 9
Global Wildfire Management Questions
• What are the pre- and post-burn forest conditions?
• What are the social and economic aspects of wildfires?
• How are land use changes affecting fire regimes?
• How can remote sensing be used to improve fire response measures and
pre- and post-burn mitigation efforts?
– What are the tools managers can use to make these assessments?
http://www.voicechronicle.com
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Burn Severity Mapping
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 11
Burn Severity MappingBurned Area Reflectance Classification
USDA Forest Service, Remote Sensing Applications Center, http://fsweb.rsac.fs.fed.us
SeverityImagery
2007 Black Pine 2 Fire, Idaho, USA
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 12
Typical Spectral Signatures
USDA Forest Service, RSAC
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 13
Healthy Vegetation vs. Burned Areas
USDA Forest Service, RSAC
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 14
Healthy Vegetation vs. Burned Areas
USDA Forest Service, RSAC
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 15
Data Processing
• An image processing method depends on which sensor is used…
Normalized Burn Ratio (NBR)
NBR = (NIR – SWIR) / (NIR + SWIR)
dNBR = Prefire NBR – Postfire NBR
Normalized Difference Vegetation Index (NDVI)
NDVI = (NIR – RED) / (NIR + RED)
dNDVI = Prefire NDVI – Postfire NDVI
Pre
fire
Po
stf
ire
Reflectance NBR or NDVI
dNBR or dNDVI BARC
Difference
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Remote Sensing Wildfire Products
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 17
• Pre-Fire Mapping– Vegetation density and extent
– Soil moisture/drought severity
– Topography
• Active Fire Mapping– Total area currently burning
– Fire Radiative Power (FRP) using thermal bands
• Post-Fire Mapping– Total area burned
– Burn severity
– Post-fire vegetation regrowth (NDVI)
Above: A USGS
Landfire map.
Left: 2007 Black Pine
2 Fire, Idaho, U.S.
On the left: imagery,
right: severity. USDA
RSAC.
Products Derived from NASA Satellites for Wildfire Management
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 18
• Landsat
– LANDFIRE
– Burn Severity Mapping
• MODIS
– Thermal Anomalies
– Burned Area
• VIIRS
– Active Fire Product
Remote Sensing Wildfire Products
Above: MODIS (Terra) shows fires around the world. NASA; Bottom Left: Image captured by
VIIRS (Suomi-NPP) of the Fort McMurray Fires May 16, 2016. NASA; Bottom Right: Mosaic of
the MODIS 500m burned area product. MODIS-FIRE/UMD.
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 19
LANDFIRE
• Products: delivered at 30m spatial resolution
• Vegetation data layers using Landsat Imagery
from 1999-present
– Current and historic vegetation composition and
structure of the entire U.S.
Interagency Partnership Between USFS and USGS
• Fuel and fire regime data layers
– Fire behavior and fuel loading models for entire U.S. 1999-present
• Disturbance data
– Fuel, vegetation, natural, and prescribed disturbance by type and year. 1999-present
Landfire map. http://www.landfire.gov
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 20
• Provides snapshots of active burning fires and burned areas
• The Active Fire product: actively burning locations on a daily basis at 1km resolution (additional 8 day and monthly products)
• Fire product: multiple attributes such as fire mask, fire pixel table, and maximum fire radiative power
• The Thermal Anomalies product: detects other thermal anomalies such as volcanic signatures
MODIS Land ProductsThermal Anomalies (MYD14A1)
Global Fire Map (Apr 1-10, 2014); NASA FIRMS/NASA LANCE
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 21
• The combined Terra & Aqua MODIS
Burned Area product is a monthly,
gridded 500m product
• Detects approximate date of
burning
• More info: http://modis-fire.umd.edu
(Right) Example of the MODIS 500 m burned area product for sub equatorial Africa. The different colors indicate the approximate day of the burning detected between August and October in 2000. Image Credit: MODIS Fire Team
MODIS Land Products
Burned Area (MCD45A1)
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 22
• The Visible Infrared Imaging Radiometer Suite (VIIRS) sensor– Launched Oct 28, 2011
• VIIRS active fire product released to the public: Oct 22, 2012
• Spatial Resolution: – 750m (M-band)
– 375m (I-band)
• Data is still preliminary and evaluation & calibration continue
• Current research: develop active fire product at 350m (I-band) Fort McMurray wildfire in Alberta, Canada, collected by the VIIRS
instrument on May 16, 2016.
VIIRS Active Fire Product
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Remote Sensing Wildfire Web Tools
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 24
• Fire Information for Resource
Management System (FIRMS)
• VIIRS Active Fire Maps (CONUS
and Global)
• US Forest Service Active Fire
Mapping Program
• NASA Worldview
Clockwise from top left: FIRMS,
VIIRS Active Fire Maps, Worldview,
U.S. Forest Service Active Fire Map
Remote Sensing Wildfire Web-Tools
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 25
• Delivers
– Global MODIS & VIIRS hotspots and fire
locations
– MODIS burned area images
• Historical data (more than 7 days)
using ‘Archive Download’ tool
• Available in various formats:
– Email alerts
– GIS-friendly format
– As visualization in Web Fire Mapper or
Worldview
Fire Information for Resource Management System (FIRMS)
http://earthdata.nasa.gov/earth-observation-data/near-real-time/firms
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 26
• MODIS (1 km) and VIIRS (375 m)
• Download as Shapefile, KML,
WMS, Txt
• Available for the last 24, 48 hours
and 7 days
FIRMS
Downloading Active Fire Data
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 27
• MODIS (1 km) and VIIRS (375 m)
• Download as Shapefile, KML,
WMS, Txt
• Available for the last 24, 48 hours
and 7 days
FIRMS
Downloading Active Fire Data
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 28
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 29
Fort McMurray Fire
June 7, 2016
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 30
• MODIS (Collection 5) fire/hotspot
information older than the last 7
days
• Available as shapefiles or comma-
separated text files (.csv)
• Information must be requested
• Once processed, you will receive an
email with instructions on how to
download your data
FIRMS
Downloading Archived Fire Data
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 31
• MODIS (Collection 5) fire/hotspot
information older than the last 7
days
• Available as shapefiles or comma-
separated text files (.csv)
• Information must be requested
• Once processed, you will receive an
email with instructions on how to
download your data
FIRMS
Downloading Archived Fire Data
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 32
• MODIS (Collection 5) fire/hotspot
information older than the last 7
days
• Available as shapefiles or comma-
separated text files (.csv)
• Information must be requested
• Once processed, you will receive an
email with instructions on how to
download your data
FIRMS
Downloading Archived Fire Data
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FIRMSDownloading Archived Fire Data
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 34
VIIRS Active Fire Maps
• CONUS Active Fire Map
– Can view active fire detections
– Can download VIIRS imagery (M-band and I-band)
• Available in GeoTIFF, ASCII and KMZ formats
• Global Active Fire Map
– Can view active and archived fire detections only
• Tutorial available for downloading VIIRS active fire
data
http://viirsfire.geog.umd.edu/pages/mapsData
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 35
VIIRS Active Fire MapCONUS
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VIIRS Active Fire MapCONUS
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VIIRS Active Fire MapCONUS
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VIIRS Active Fire MapGlobal
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VIIRS Active Fire MapGlobal
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 44
• Satellite detection and monitoring of wildfire
activity in CONUS, Alaska, Hawaii, and Canada
• Leverages NASA and NOAA assets:
– GOES, AVHRR, MODIS, VIIRS
• Provision of comprehensive, NRT data are
essential
• Facilitates decision support for strategic planning
and response for U.S. and Canadian fire
agencies
U.S. Forest Service Active Fire Mapping Program
http://activefiremaps.fs.fed.us
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 45
U.S. Forest Service Active Fire Mapping Programhttp://activefiremaps.fs.fed.us/googleearth.php
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U.S. Forest Service Active Fire Mapping Programhttp://activefiremaps.fs.fed.us/googleearth.php
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U.S. Forest Service Active Fire Mapping Programhttp://activefiremaps.fs.fed.us/googleearth.php
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National Aeronautics and Space Administration Applied Remote Sensing Training Program 48
U.S. Forest Service Active Fire Mapping ProgramVisualizing VIIRS current fire activity in Google Earth
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NASA Worldviewhttps://earthdata.nasa.gov/labs/worldview
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Contacts
• ARSET Disaster
• ARSET Land Management and Wildfire Contacts
– Cynthia Schmidt: [email protected]
– Amber McCullum: [email protected]
• General ARSET Inquiries
– Ana Prados: [email protected]
• ARSET Website:
– http://arset.gsfc.nasa.gov/
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National Aeronautics and
Space Administration
www.nasa.gov
ARSETApplied Remote Sensing Traininghttp://arset.gsfc.nasa.gov
@NASAARSET
Thank You!
Next Week: Observing Oil Spills Using Remote Sensing
Measurements