external data-streams and measurements by instrument ... filewpdn cloud base height, fraction, top...

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Ten Years of ARM External Data L. Ma, R. Wagener, L. Gregory, M. Liang, A. Tilp, A. Cialella Brookhaven National Laboratory, Upton, New York G XDC Mission The ARM External Data Center (XDC) acquires, processes, and transmits data to the ARM Archive, that are originally produced or collected by organizations through funding by other agencies or programs external to ARM. The criteria for inclusion are: Scientifically relevant and complementary to ARM data Not otherwise archived, or easily accessible Significant value added by processing to follow ARM standards Here we show a sampling of external data-streams in each of the ARM measurement categories across all of the ARM sites. XDC celebrates 10 years of service External Data-Streams and Measurements by Instrument Category and Location RUC Pressure image http://ruc.noaa.gov/disp2.cgi?/w3/rapb/ plots_20km_oper/.//+trop+am+12 Derived Quantities & Models Advective tendency, cloud liquid water, cloud ice water, net radiation, radiative heating rate, surface skin temperature, fluxes, surface stress, surface albedo, convection, virtual temperature, radiative heating rate, planetary boundary layer height, downwelling longwave irradience Datastreams: ECMWF RUC,ETA, GFS,MOLTS MTSAT image from TWP-ICE IOP Satellite Observations Longwave radiance, shortwave radiance, atmospheric moisture, ozone, cloud liquid water, precipital water, precipitation Datastreams: GOES, GMS/MTSAT, SSM/I, LANDSAT Aerosols Aerosol index, size distribution, concentration, absorption, scattering, optical properties OMI Total Ozone ftp://toms.gsfc.nasa.gov/pub/omi/images/ global/Y2007/IM_ozgbl_omi_20070118.png Datastreams: CSPHOT,OMI,IAP Global Suominet GPS sites http://www.suominet.ucar.edu/indexGlobal.html. Atmospheric moisture, pressure, temperature, turbulence, horizontal wind, precipitation, vertical velocity, precipitable water, vertical velocity Atmospheric State Datastreams: ACAR, SUOMINET GPS, WPDN Cloud base height, fraction, top height, droplet, liquid water path, optical depth, sky brightness temperature, upwelling shortwave irradiance,radar doppler Cloud Properties VISST cloud product image from Patrick Minnis’ group: http://angler.larc.nasa.gov/ Datastreams: VISST, WSR-88D USDA http://uvb.nrel.colostate.edu/ Radiometric Radiation, downwelling longwave irradiance, upwelling longwave irradiance, diffuse shortwave irradiance, direct shortwave irradiance, downwelling shortwave irradiance, upwelling shortwave irradiance, diffuse spectral irradiance, direct spectral irradiance, shortwave irradiance Datastreams: NOAARAD, USDA The site map of Oklahoma mesoscale network (Mesonet) http://okmesonet.ocs.ou.edu/sites/ Surface Meteorology Soil temperature, soil moisture, precipitation, surface condition Datastreams: ABRFC, OKM, KSU, NWSSURF, CRN Current List of External Data XDC Data Description Page: http://www.arm.gov/xds Don’t see a data set on our page? 1) Send an email to [email protected] for assistance OR 2) Submit your request for new data to the ARM ECR System (http://ecr.arm.gov). If approved the XDC will begin the process as directed through the ECO system. Upcoming Datastreams GFS (Global Forecast System) model: Measurements: absolute vorticity, convective available potential energy, convective inhibition, cloud water, surface lifted index, ozone mixing ratio, pressure, precipitable water, RH, specific humidity, temperature, total ozone, u-wind, v-wind, vertical speed shear, pressure vertical velocity TDMA(Tandem Differential Mobility Analyzer) from Texas A & M University : Measurements: size-resolved hygroscopic growth factor, size-resolved volatility. Sites/Domains Key Global Model Satellite Stations ARM Sites 0 50000 100000 150000 200000 250000 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 Files/a GB/a External Data Volume Files/a GB/a External data volume in number of files per year (Files/a) and giga-bytes per year (GB/a)

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Ten Years of ARM External DataL. Ma, R. Wagener, L. Gregory, M. Liang, A. Tilp, A. Cialella

Brookhaven National Laboratory, Upton, New York

G

XDC MissionThe ARM External Data Center (XDC) acquires, processes, and transmits data to the ARM Archive, that are originally produced or collected by organizations through funding by other agencies or programs external to ARM. The criteria for inclusion are:• Scientifically relevant and complementary to ARM data • Not otherwise archived, or easily accessible• Significant value added by processing to follow ARM standardsHere we show a sampling of external data-streams in each of the ARM measurement categories across all of the ARM sites.

XDC celebrates 10 years of serviceWhen the XDC began operation in October 1996, it processed 36 data-streams based on 11 external data product collections and transferred an average of 12 GB/month to the Archive. Since then, the XDC capacity has grown to meet the scientific and programmatic needs. Today, the XDC handles 250 data streams based on 31 external data product collections with an average volume of 473 GB/month....External Data-Streams and Measurements

by Instrument Category and Location

RUC Pressure image http://ruc.noaa.gov/disp2.cgi?/w3/rapb/

plots_20km_oper/.//+trop+am+12

Derived Quantities & ModelsAdvective tendency, cloud liquid water, cloud ice water, net radiation, radiative heating rate, surface skin temperature, fluxes, surface stress, surface albedo, convection, virtual temperature, radiativeheating rate, planetary boundary layer height, downwelling longwave irradience

Datastreams: ECMWF RUC,ETA, GFS,MOLTSMTSAT image from TWP-ICE IOP

Satellite ObservationsLongwave radiance, shortwave radiance, atmospheric moisture, ozone, cloud liquid water, precipital water, precipitation

Datastreams: GOES, GMS/MTSAT, SSM/I, LANDSAT

AerosolsAerosol index, size distribution, concentration, absorption, scattering, optical properties

OMI Total Ozone ftp://toms.gsfc.nasa.gov/pub/omi/images/

global/Y2007/IM_ozgbl_omi_20070118.png

Datastreams: CSPHOT,OMI,IAP

Global Suominet GPS siteshttp://www.suominet.ucar.edu/indexGlobal.html.

Atmospheric moisture, pressure, temperature, turbulence, horizontal wind, precipitation, vertical velocity, precipitable water, vertical velocity

Atmospheric State

Datastreams: ACAR, SUOMINET GPS, WPDN

Cloud base height, fraction, top height, droplet, liquid water path, optical depth, sky brightness temperature, upwelling shortwave irradiance,radar doppler

Cloud Properties

VISST cloud product image from Patrick Minnis’ group: http://angler.larc.nasa.gov/

Datastreams: VISST, WSR-88D

USDA

http://uvb.nrel.colostate.edu/

RadiometricRadiation, downwelling longwave irradiance, upwelling longwave irradiance, diffuseshortwave irradiance, direct shortwaveirradiance, downwelling shortwave irradiance, upwelling shortwave irradiance, diffuse spectral irradiance, direct spectral irradiance, shortwave irradiance

Datastreams: NOAARAD, USDA

The site map of Oklahoma mesoscale network (Mesonet) http://okmesonet.ocs.ou.edu/sites/

Surface MeteorologySoil temperature, soil moisture, precipitation, surface condition

Datastreams: ABRFC, OKM, KSU, NWSSURF, CRN

Current List of External DataXDC Data Description Page: http://www.arm.gov/xds

Don’t see a data set on our page? 1) Send an email to [email protected] for assistance

OR

2) Submit your request for new data to the ARM ECR System (http://ecr.arm.gov). If approved the XDC will begin the process as directed through the ECO system.

Upcoming Datastreams

GFS (Global Forecast System) model:Measurements: absolute vorticity, convective available potential energy, convective inhibition, cloud water, surface lifted index, ozone mixing ratio, pressure, precipitable water, RH, specific humidity, temperature, total ozone, u-wind, v-wind, vertical speed shear, pressure vertical velocity

TDMA(Tandem Differential Mobility Analyzer) from Texas A & M University :Measurements: size-resolved hygroscopic growth factor, size-resolved volatility.

Sites/Domains

Key

GlobalModelSatelliteStationsARM Sites

0

50000

100000

150000

200000

250000

1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 0

500

1000

1500

2000

2500

3000

3500

4000

4500

5000

5500

File

s/a

GB

/a

External Data Volume

Files/aGB/a

External data volume in number of files per year (Files/a) and giga-bytes per year (GB/a)