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EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

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Page 1: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI data submission and database

Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Page 2: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Outline

• Short history of NILUs database’s• EMEP web interface• EUCAARI data, and data submission• Data formats

Page 3: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Data centre• The database activity started at NILU in the early 1980s, with the OECD

database for Long Range Transport.

• The EMEP database ’EBAS’ was mainly developed and maintained inside the NILU firewall during 1995-2000.

• The CREATE aerosol database was established at NILU as part of the FP5/GMES project CREATE (Construction, use and delivery of an European aerosol database), in January 2002 -December 2004 .

• Within the EUSAAR project (start 2006) an important goal is to improve accessibility to European monitoring data and to provide users with better tools to extract information from archiving systems.

• The first official version of EBAS http://ebas.nilu.no was made available to the general public in October 2008.

Page 4: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• NILU also hosts databases for other projects;

• GEOmon http://www.geomon.eu/

• NADIR (NILUs Atmospheric Database for Interactive Retrieval) http://tarantula.nilu.no/nadir/

Page 5: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• The EMEP database web interface EBAS http://ebas.nilu.no

• The database currently contains more than 34000 datasets, more than 16000 open.

• Data from national and international programs ranging from monitoring activities to research projects; EMEP, AMAP, CREATE/EUSAAR, EUCAARI, GAW-WDCA and many more.

Page 6: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• The EBAS web interface has dynamic web pages that allows searching for aerosol data from any instrument or location.

• The web interface furthermore provides on-line visualisation of data.

• The Langrangian particle dispersion model FLEXPART is run backwards in time for 20 days from all EUCAARI measurement sites, including mobile platforms.

Page 7: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

4th Networking-Joint Research Meeting, Bologna, Italy, 20 October 2009

FLEXTRA products

Page 8: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Data collectionin EUCAARI:

• EUCAARI Data Exchange Protocol:

• The aims of the EUCAARI data exchange protocol are:• A) to ensure rapid dissemination of data and results within the project consortium.• B) to protect the data ownership of the contributing scientists. • C) to ensure that project data are preserved and made available after the end of

the project.

• After signing the data protocol, the user will receive an email from NILU with personal login information and instructions on how to upload and download data from the database.

• At the moment 43 users have signed the data protocol.

Page 9: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Data collectionin EUCAARI:

• EUCAARI Format:

• Preliminary data must be made available to other project participants as soon as possible.

• Final data must be submitted to the NILU archive no later than 10 months after the measurement was taken.

• For ground based in-situ measurements, data should preferably be formatted in the NASA-Ames 1001 format.

• For other types of data, the NASA-Ames 1001 format is recommended, but not required, e.g. Aircraft data are submitted in NetCDF format.

Page 10: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• The data collected within EUCAARI are stored in EBAS if reasonable to use the required NASA-Ames format. (i.e. the in-situ measurements.)

All data available (incl. aircraft data and data from other platforms) are stored at a common area located at the NADIR data center at NILU, on the machine zardoz.nilu.no, in subfolders of the parent directory /viper/nadir/projects/other/eucaari/

• zardoz.nilu.no is accessible via ssh and sftp

Page 11: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• Data upload:• By ftp to zardoz.nilu.no• By email to [email protected]• General questions to

[email protected]

Page 12: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Outline• Data are submitted as-is and QC is done by submitting partner, but the data in EBAS are

run through an extra QC at NILU before made available in the database.

• Within EUSAAR a level-structured data format for EBAS, Level0, Level1 and Level2, is developed.

• Level0 : Raw informationAnnotated raw data of the instrument, essentially all parameters an instrument provides as they come out of the instrument.

• Level1 : Pre processed intermediate data in STPData with all processing applied, still in original temporal resolution.

• Level2 : EUSAAR quality objectivesProcessed data in hourly temporal resolution, concentrations given for standard conditions of temperature and pressure (273.15 K, 1013 hPa).

Page 13: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

http://tarantula.nilu.no/projects/ccc/eusaar/datapages/

Page 14: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Status of data in database:

EUSAAR data for EUCAARI: Most 2008 data (level 2, 1h res) are available in EBAS.

Data on zardoz.nilu.no:

> hostnameZardoz.nilu.no> pwd/viper/nadir/projects/other/eucaari> ls -l2008_eucaari_data2008_eusaar_data_for_eucaaricabauw_impact_may2008longrex

Page 15: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Status of data in database:

2008_eucaari_datai.e. AMS data, H-TDMA data.

Page 16: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Status of data in database:

LONGREX

Page 17: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Status of data in database:

Data mirrored from preliminary campaign server at KNMI + data directly uploaded to NILU from IMPACT May 2008.

Page 18: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

ASP Aspvreten, Sweden MPZ Melpitz, GermanyBEO BEO Moussala, Bulgaria MTC Monte Cimone, ItalyBIR Birkenes, Norway MSY Montseny, SpainCBW Cabauw, Netherlands OBK Kosetice, Czech RepublicFKL Finokalia, Greece PAL Pallas, FinlandHWL Harwell, United Kingdom PDD Puy de Dôme, FranceJFJ Jungfraujoch, Switzerland PLA Preila, LithuaniaJRCJRC-Ispra, Italy SMR Hyytiälä, FinlandKPO K-Puszta, Hungary VHL Vavihill, SwedenMHD Mace Head, Ireland ZEP Zeppelin, Spitsbergen, Norway

• Standardized model set up

– 20 day backward runs, 3-hourly output: 00, 03, 06, 09, 12, 15, 18, 21

– 1º x 1º spatial resolution, 91 vertical levels, nested domain: 0.25º

– ECMWF input

– 40,000 particles

• Customized runs for campaigns

– Forward & backward runs

Page 19: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPARTStatus

Page 20: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPARTProducts

• Improved web portal– Updated project information– Station status in real time

• Access to traditional FLEXPART interface– Retroplume Summary– Potential Emissions Sensitivity– Emissions Time Series

• Developing new interface to interact with NILU-EUCAARI Database

Page 21: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

NILUEUCAARI-FLEXPARTProducts

• http://transport.nilu.no

– Main page for FLEXPART

– Model details, help resources, maillist|

http://transport.nilu.no/projects/eucaari

– EUCAARI front page

– Direct links to project resources

– Real-time station status updates

Page 22: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

NILUEUCAARI-FLEXPART

http://transport.nilu.no/flexpart-projects

Page 23: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPARTTraditional Products:

• Emissions Tracer Time Series▪ Total▪ Agespectrum▪ North American, Asian, European,

African, South American, Australian Retroplume Summary Column Residence Time (Total PES) Footprint Residence Time (Footprint PES) Source Contributions: CO, NO2, SO2

Page 24: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

Traditional Products: Emissions Time Series

• Total

• Agespectrum

• CO, NO2, SO2

• North American, Asian, European, African, South American, Australian

Page 25: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

Traditional Products: Retroplume Summary

• Three dimensional product:

– Particle plume centroid locations plotted by circles

– Size is a function of number of particles in cluster

– Color represents elevation

– Numbers indicate days back in time

• Centroid characteristics are also shown:

– Altitude

– % ABL – atmospheric boundary layer

– %STR – stratosphere

Page 26: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPARTTraditional Products: Potential Emissions Sensitivity

• Total Column PESIntegrated over all vertical layers

• Analagous to 'trajectory'

• Includes 'retroplume' centroid locations

• Units: ns m kg -1

Page 27: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

Traditional Products: Footprint Emissions Sensitivity

• Footprint PESlowest model layer 0-100m

• Units: ns kg -1

Page 28: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

Traditional Products: CO, NO2, SO2 Source Contribution• Product:

– we fold (i.e., multiply) the PES footprint with the emission flux densities (in unitsof kg m−2 s−1) taken from an appropriate emission inventory.

• Result: potential source contribution (PSC) plot (in units of ppbv m−2)

• global EDGAR 3.2 Fast Track 2000 dataset (Olivier et al., 2001) and blend this global inventory with higher-resolution regional inventories where

• North American inventory from Frost et al. (2006)

• European inventory from the UNECE/EMEP (United Nations Economic Commission for Europe/Cooperative Programme for Monitoring and Evaluation of Long Range Transmission of Air Pollutants in Europe) emission database (Vestreng et al., 2005).

Page 29: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPART

Traditional Products: Emissions Time Series

• Agespectrum

• North American, Asian, European, African, South American, Australian

• Advantage of integrated system: comparing model results with measured time series of long-lived tracers (e.g., CO), the model’s skill can be checked. Cases where an observed event is not reproduced by the model can be identified. Likely indicates:

– a source missing in the emission inventories used, or

– errors in the simulated transport.

• This important quality check cannot be done when using classical trajectories.

Page 30: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

EUCAARI-FLEXPARTImproved product browser WP: 5.2.3

http://zardoz.nilu.no/~burkhart/fpviewer

• Goals

– Provide easier navigation between products

– Easier date access

– Improved access to other stations for comparison

– Direct links to measurement data

• Status

– In development

– Real-time station status updates

Page 31: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• Using the data:– Its open access, freely available– We have no registration– We would like involvement with analysis– We can provide specialized products, custom

inventories, etc.– Overall... who is using the data now?

Page 32: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

• The future of FLEXPART:– Considering continuation of model products for the

EUCAARI Stations– NEED justification (i.e. Publications!)– Requires significant hardware costs, storage

requirements, man hours.– Please contact:John Burkhart: [email protected]

Page 33: EUCAARI data submission and database Ann Mari Fjaeraa, John Burkhart and Andreas Stohl, Norwegian Institute for Air Research

Thank you.