2. 2
What observations?
• Focus on CAMS global system
• Composition observations plus meteorological observations
WMO
3. 3
Aerosols
• Current use
• NASA AQUA/TERRA MODIS aerosol optical depth
• Under development/testing
• EUMETSAT METOP-A/B Polar Multi-Sensor Aerosol
Optical Properties product (PMAP)
• NASA/NOAA SNPP VIIRS aerosol optical depth
• ESA/EUMETSAT Sentinel-3 aerosol optical depth
earthobservatory.nasa.gov heritagedaily.com
4. 4
Reactive Gases
• Current use
• NOAA SBUV-2 O3
• NASA AURA MLS O3
• NASA/KNMI AURA OMI O3, NO2 & SO2
• EUMETSAT/O3M SAF METOP-A/B GOME-2 O3, NO2,
SO2 & HCHO
• NASA/NCAR TERRA MOPITT CO
• EUMETSAT/CNES/LATMOS METOP-A/B IASI CO
rsc.org livemint.com
5. 5
Reactive Gases
• Under development/testing
• NASA/NOAA SNPP OMPS O3
• EUMETSAT/CNES/LATMOS METOP-A/B IASI O3
profiles
• EUMETSAT/RAL METOP-A/B GOME-2 O3 profiles
• EUMETSAT/CNES/ULB/LATMOS METOP-A/B IASI V6
CO
• ESA Sentinel-5P, some sample data available
rsc.org livemint.com
6. 6
Greenhouse gases
• Current use
• JAXA/NIES/SRON GOSAT TANSO CH4
• JAXA/NIES/Univ. Bremen GOSAT TANSO CO2
• EUMETSAT/CNES/LMD METOP-B IASI CH4
• Under development/testing
• NASA OCO-2 CO2
binomicfuel.com mnn.com
7. 7
Fire radiative power (FRP)
• Current use
• NASA AQUA/TERRA MODIS FRP
• EUMETSAT/LSA SAF MSG SEVIRI FRP
• NOAA/EUMETSAT LSA SAF GOES-E/W FRP
science.howstuffworks.com ecosmagazine.com
8. 8
How do we get the observations?
internet
GTS
EUMETCast
Acquisition (ECPDS)
Ingestion & processing
(SAPP)
Data storage
(DHS)
Analysis & forecast
(CCA/CCB)
9. 9
ECMWF Product Dissemination System - ECPDS
• Originally developed for
transmitting real-time data to
remote machines
• Adapted to acquire data in real-
time
• Highly configurable
• Browser-based user interface
• Multiple simultaneous transfers
• Monitored by 24/7 shift staff
• Analyst call-out when necessary
10. 10
Scalable Acquisition and Pre-Processing - SAPP
• Observations pushed to SAPP from
ECPDS
• Decode the various data formats
(e.g. BUFR, GRIB, HDF, NetCDF)
• Apply initial quality control
• Convert to a consolidated format
before delivering to data
assimilation
• Monitored by 24/7 shift staff
• Analyst call-out when necessary