nasa’s applied remote sensing training program (arset): connecting stakeholders to nasa earth...
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NASA’s Applied Remote Sensing
Training Program (ARSET): Connecting Stakeholders to NASA
Earth Science and Principal Investigators
Pawan Gupta, Ana. I. Prados, Rich Kleidman, Yang Liu, Jacque Witte et al.,
NASA Goddard Space Flight CenterGESTAR/USRA/JCET/UMBC/SSAI
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GOAL:
Increase utilization of NASA
observational and model
data for decision-support
Applied Remote Sensing Training (ARSET)
Objectives:
• Provide end-user communities and institutions with professional hands-on technical workshops
• Build long term partnerships with end-user communities and institutions in the public and private sectors
ARSET
DEVELOP
SERVIR
GOMI
NASA
Applied Sciences PIs
NASA
Applied Research
NASA Data Centers
ARSET disseminates the usage of existing NASA data, web tools, DecisionSupport Systems and applied research,in addition to collaborating with othercapacity building programs within NASA
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Applied Remote Sensing Training Program (ARSET)
NASA Training at CMAS
Online and hands-on courses:• Who: policy makers, environmental
managers, modelers and other professionals in the public and private sectors.
Where: U.S and internationally• When: throughout the year. Check
websites.• Do NOT require prior remote-
sensing
background.• Presentations and hands-on guided computer exercises on how to access, interpret and use NASA satellite images for decision-support.
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Gradual Learning Approach
Basic CoursesWebinarsHands-on
Assumes no prior knowledge of RS
Advanced CoursesHands-on
Webinar course generally requiredFocused on a specific
application/problem: for example products and tools for flooding
applications in Colombia
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Screen shot from ARET advanced webinar series offered in July 2012 .Software interface provides two-way visual and audio connectivity,
as well as the chat capability (lower left). Presentations are recorded for those who cannot participate in real time.
Increasingly Popular Webinar Courses
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Identify Host Institution
End-user Needs Assessment
Adapt training modules
Conduct Training : Online
PresentationsHands-on activities
Case Studies
Project Evaluation: Surveys and Feedback
• Advertise via list-serv and Webpage
• Collaborate with NASA Applied Science PIs
• Collaborate with NASA Data Centers
• Work with Advisory Group
• Attend professional conferences
ARSET Training Workshop Lifecycle
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ARSET Trainings by Societal Benefit Area
Health/Air Quality Water Resources Disasters 0
5
10
15
20
25
30
35
30
5
2
Series1
Nu
mb
er
of
Tra
inin
gs
2009 – 2013: +900 End-users Reached
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S SSo where have we been ?
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ARSET Reach Update: 2009 – June 2013
Federal Agencies:
NOAA, USGS, USAID, USACE, BLM, Bureau RecNOAA, US Forest Service, National Park Service, EPANOAA, USAID, USGS
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Number of participating organizationsper state (AQ + Water): CountyStateTribalAcademicPrivate Sector
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ARSET Reach Update: 2009 – June 2013
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Number of participating organizations per country: Air Quality and Water Resources
129
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Training Activities Coming up: Air Quality
• Hands-on course for NESCAUM (Northeast States Coordinated Air Use Management).
GOING ON NOW
• Online course for Indian air quality professionals in (also supporting SERVIR node in Nepal).
Spring 2014.
• Hands-on course for Texas Department of Environmental Quality (TCEQ)
Course Dates: February 24-27, 2014 Location: Austin Texas
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Consider participating in an ARSET Training
• ARSET works directly with NASA funded PIs.
• You can participate online or during an in-person training.
• Share with a wide end of end-users (100-200 for online courses) your research, methods, or decision support tools - become rich and famous !!
Disclaimer…….
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Publicly available Modules
Case Studies
http://airquality.gsfc.nasa.gov/
Upcoming trainings
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http://water.gsfc.nasa.gov/ (Water)http://airquality.gsfc.nasa.gov/ (Air Quality)
Updates and notification of upcoming workshops:
Water Resources/Disastershttps://lists.nasa.gov/mailman/listinfo/nasa-water-training
Air Qualityhttps://lists.nasa.gov/mailman/listinfo/arset
ARSET Web Sites and Updates
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Air Quality Topics• Fundamental of Satellite Remote Sensing• Introduction to Current Earth Observing Satellites • Image Access and Interpretation• Satellite data format and levels• Introduction to Aerosols and Trace Gas Sensors• MODIS Aerosol Products & Application• MISR & OMI Aerosol Products & Application• PM2.5 analysis using satellite data • OMI Trace Gas Products and Applications• Fire Products from MODIS, GOES, VIIRS• AERONET• VIIRS, MODIS 3Km, MAIAC, …
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Online Tools/Web Services
– GIOVANNI
– MODIS Today
– MODIS rapid response
– Worldview
– MODIS-Atmosphere
– LADSWEB
– IDEA
– AERONET Synergy tool
– Earth Observatory
– Smog Blog
– CALIPSO Browse Image
– Hazard Mapping System Fire and Smoke Product 16
• HDFLOOK• IDL
• PANOPLY• Google Earth
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HDFLOOK to Read/Display hdf DATA
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Panoply – to map the data
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Can be output as KMZ file for Google Earth
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Open MODIS AOD & CALIPSO vertical Profile in Google Earth
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Some of Examples of hands on Training Modules
Training Module: From Satellite to PM2.5 to Air Quality Index
Training Exercise developed by Pawan Gupta . Course attendees compute satellite derived Air Quality Index (AQI) for the LADCO region with instructor provided IDL code and export it to excel. The last two columns show a comparison of satellite and ground based AQI. Satellite and surface measurements generally agree in predicting these categories.
Satellite versus
monitor AQI for the U.S
Midwest
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Creating Air Quality Category Map
Provide MODIS AOD file, slope and intercept to this code – will create AQC map
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RGB
TEST # 1
TEST # 2
TEST # 3
TEST # 4
DUST
AOD
Dust Detection – Data Processing Chain
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Wish List for VIIRS data
• Easy Data Access• Data & Geo-location/metadata in the same file• Larger granule size if possible• Online and offline tools to read/map/analysis the data• Image Archives for RGB, Level 2, & 3• Integration into online visualization tools
– GIOVANNI
– IDEA
– Worldview
– Data Search Tool – ECHO-REVERB
– LAADS Web
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Project LeadAna Prados (GSFC/UMBC)
Air Quality•Pawan Gupta (GSFC/GESTAR/USRA) •Richard Kleidman (GSFC/SSAI) •Yang Liu (Emory University)• Jacquie Witte (GSFC/SSAI)
Ecological/Land ManagementEvan Johnson (Student/AMES/Baeri)Cindy Schmidt (AMES/Baeri)
Water Resources•Brock Blevins (Student/UMBC)•Chris Mattmann (JPL/Caltech)•Amita Mehta (GSFC/UMBC)•Tom Painter (JPL/Caltech)
Program Evaluation Annelise Carleton-Hug (Trillium A.)
Administrative Support Marines Martins (GSFC/SSAI)
Module Translation (Spanish)David Barbato (Student/UMBC)
ARSET Team Members