The MERis MAtchup In situ Database: MERMAID

Size: px
Start display at page:

Download "The MERis MAtchup In situ Database: MERMAID"

Transcription

1 The MERis MAtchup In situ Database: MERMAID Kathryn Barker 1, Constant Mazeran 2, Christophe Lerebourg 2, Marc Bouvet 3, David Antoine 4, Michael Ondrusek 5, Guiseppe Zibordi 6, Samantha Lavender 1 With support from Brockmann Consult, Germany. 1 ARGANS Limited, UK. 2 ACRI ST, France. 3 ESA(ESTEC), Netherlands. 4 LOV, France. 5 NOAA, USA. 6 JRC, Ispra, Italy.

2 MERMAID: MERIS Matchup In situ Database Introduction and background: Several existing projects for ongoing radiometric measurement: BOUSSOLE (David Antoine) AAOT (Guiseppe Zibordi) MOBY (Michael Ondrusek) 2006: Data collation began with a few BOUSSOLE and AAOT marine spectra for atmospheric correction validation within the Quality Working Group (QWG) 2007: More in situ data and auxiliary data (aerosol etc) added, and inclusion of MOBY (NOAA). Also web interface developed (extraction page..) 2008: Importance increased, more protocol in data processing & availability to external people (incl. NASA now). Aim for MERMAID: To develop and maintain a database of coincident in situ data (marine) together with their MERIS product counterpart extractions To support and sustain Cal/Val activities: vicarious adjustment, test algorithms etc Ongoing effort Sentinel 3.

3 MERMAID: Access and Data policy Web site access: via CalVal Portal or directly from extraction page: Access: initially restricted to QWG members. Password protected: record kept of password recipients Data submission policy: access given to contributing PI s. Data access policy: in situ PI must be contacted and cited in within any publication. (data download signifies user agreement to these terms) CalVal Portal maintained by Brockmann Consult: consult.de/calvalportal/welcome.do Information, submissions and requests to:

4 How MERMAID works: Format to MERMAID template MERIS matchups with in situ & extractions Normalisation of in situ and MERIS PI, site, date, time, lat, lon, θs, chl, rho(λ) e.g. τ(550), rho_toa, rho_aer... Normalised & corrected for bidirectionality

5 Retrieval of relevant in situ data from scientific institutes Invitation letter: Explains MERMAID project and invites PI to contribute data Primary datasets: L w (λ) and/or ρ w (λ) plus chlorophyll (Chl) and metadata Updated policy: offer contributing PI s access to MERMAID Examples of the extensive contacts database Pierre Yves Deschamps LOA, France Roland Doerffer GKSS Research Centre, Germany. Kevin Ruddick MUMM, Belgium Guiseppe Zibordi JRC, Italy (Oversees AERONET dataset) Dominique Durand NIVA, Norway Dr. David Antoine LOV, France Dr. Mira Morovic. Institute of Oceanography, Split. Croatia Dr. Oleg Kopelevich. Shirov Institute of Oceanology, Russia Dr. David McKee University of Strathclyde, Scotland Dr. Susanne Kratzer University of Stockholm, Sweden Jeremy Werdell NASA, USA (SeaBASS/NOMAD US archives) Dr. Arnold Dekker CSIRO, Australia Dr. Carlos Garcia Universidade Federal do Rio Grande, Brazil

6 Data acquired to date, for matchup with MERIS Several datasets have been submitted for inclusion in the database: Dataset Location Source No. of datapoints BOUSSOLE Ligurian Sea (W. Med) David Antoine (LOV) 13,893 AAOT (AERONET) Venice Tower Guiseppe Zibordi (JRC) 308 MOBY Lanai, Hawaii Michael Ondrusek (NOAA) ~1300 (NILU Adriatic Sea Dominique Durand (NIVA) 21) SIMBADA (in Prep.) Med, S. Pacific, Atlantic, Pierre Yves Deschamps (LOA) 1693 ( ) Indian Ocean, NOMAD (in Prep) Widespread SeaBASS (Jeremy Werdell, NASA) 534 ( ) Asko (in Prep.) Baltic Sea

7 How MERMAID works: Format in situ to MERMAID format MERIS matchups with in situ & extractions Normalisation of in situ and MERIS PI, site, date, time, lat, lon, θs, chl, rho(λ) e.g. τ(550), rho_toa, rho_aer... Normalised & corrected for bidirectionality

8 How MERMAID works: Format in situ to MERMAID template MERIS matchups with in situ & extractions Normalisation of in situ and MERIS PI, site, date, time, lat, lon, θs, chl, rho(λ) e.g. τ(550), rho_toa, rho_aer... Normalised & corrected for bidirectionality

9 How MERMAID works: Format in situ to MERMAID template MERIS matchups with in situ & extractions Normalisation of in situ and MERIS PI, site, date, time, lat, lon, θs, chl, rho(λ) e.g. τ(550), rho_toa, rho_aer... Normalised & corrected for bidirectionality

10 Formatting In situ processing: Consistent with MERIS (Look Up Table) processing For case 1 water: fully normalised ρ wn (λ) corrected for bidirectionality (f/q) For case 2 water: NN being tested for normalisation Spectral adjustment to be done if necessary Extraction includes: Matchups identification: site, PI, date, lat, lon contributing PI kept in the database Geometry Marine signal: in situ & MERIS both normalised using the same process Top of Atmosphere signal Intermediary data: glint corrected signal, aerosol reflectance models, optical thickness, case 2 waters residual reflectance. Either: 1, 3x3 or 5x5 pixels. Output is one file with all data & one file averaged Future inclusions: Other data possible happy to accept what is available from PI at time of submission and MERMAID can be expanded later to hold more

11 How MERMAID works: Format in situ to MERMAID template MERIS matchups with in situ & extractions Normalisation of in situ and MERIS PI, site, date, time, lat, lon, θs, chl, rho(λ) e.g. τ(550), rho_toa, rho_aer... Normalised & corrected for bidirectionality

12 MERMAID: Extraction page BOUSSOLE AAOT MOBY...more to add Traceability of the data CSV: Extraction data Basic stats

13 Example uses of the data at present: Vicarious adjustment Atmospheric correction validation and verification, incl. Bright Pixel atmospheric correction Algorithm development and validation Future: Ongoing project: Continue to establish contacts, retrieve and process in situ data Extension to case 2 Potential expansion of database to other in situ measurements: short term possibilities include Chl (already used where available in the normalisation procedure), the aerosol optical thickness and Angstrom exponent (useful in atmospheric correction validation and the vicarious adjustment assessment). Will provide support products for Sentinel 3 On going logo development

SLSTR Breakout Summary - Gary Corlett (22/03/2012)

SLSTR Breakout Summary - Gary Corlett (22/03/2012) SLSTR Breakout Summary - Gary Corlett (22/03/2012) [Updated 16/04/2012 with post meeting comments from Gorm Dybkjær, Simon hook and David Meldrum] The breakout session started with a clean slate and identified

More information

EMODNET Preparatory Actions Hydrographic and Seabed Mapping

EMODNET Preparatory Actions Hydrographic and Seabed Mapping EMODNET Preparatory Actions Hydrographic and Seabed Mapping Service Contracts MARE/2008/03 S12.531515 and MARE/2009/07 S12.563144 By Dick M.A. Schaap Coordinator Hydrographic and Seabed Mapping partnership

More information

The GAW World Data Centre for Aerosols. The GAW World Data Centre for Aerosols

The GAW World Data Centre for Aerosols. The GAW World Data Centre for Aerosols The GAW World Data Centre for Aerosols The GAW World Data Centre for Aerosols Julian Wilson Climate Change Unit, Institute for Environment and Sustainability, Joint Research Centre, I-21020, Ispra (Va),

More information

DEVELOPMENT OF MERIS LAKE WATER ALGORITHMS: VALIDATION RESULTS FROM EUROPE

DEVELOPMENT OF MERIS LAKE WATER ALGORITHMS: VALIDATION RESULTS FROM EUROPE DEVELOPMENT OF MERIS LAKE WATER ALGORITHMS: VALIDATION RESULTS FROM EUROPE Antonio Ruiz-Verdú (1) *, Sampsa Koponen (2), Thomas Heege (3), Roland Doerffer (4), Carsten Brockmann (5), Kari Kallio (6), Timo

More information

Update on EUMETSAT ocean colour services. Ewa J. Kwiatkowska

Update on EUMETSAT ocean colour services. Ewa J. Kwiatkowska Update on EUMETSAT ocean colour services Ewa J. Kwiatkowska 1 st International Ocean Colour Science meeting, 6 8 May, 2013 EUMETSAT space data provider for operational oceanography Operational data provider

More information

International Network for Sensor Inter-comparison and Uncertainty assessment for Ocean Color Radiometry (INSITU-OCR)

International Network for Sensor Inter-comparison and Uncertainty assessment for Ocean Color Radiometry (INSITU-OCR) International Network for Sensor Inter-comparison and Uncertainty assessment for Ocean Color Radiometry (INSITU-OCR) Working toward consistency and accuracy in the development of essential climate variables

More information

Mondelez International Moves to Electronic Invoicing

Mondelez International Moves to Electronic Invoicing Mondelez International Moves to Electronic Invoicing Dear Sir / Madam As part of Mondelez International ongoing efforts to improve our service, we are phasing out paper processes by moving to electronic

More information

Bio-optical monitoring of coastal Baltic Sea waters from research to applications

Bio-optical monitoring of coastal Baltic Sea waters from research to applications Bio-optical monitoring of coastal Baltic Sea waters from research to applications Susanne Kratzer Department of Systems Ecology, SU Suse@ecology.su.se Gerald Moore Petra Philipson Christian Vinterhav Therese

More information

Ocean Colour experience SeaWiFS / MODIS / VIIRS

Ocean Colour experience SeaWiFS / MODIS / VIIRS Ocean Colour experience SeaWiFS / MODIS / VIIRS Bryan Franz and the NASA Ocean Biology Processing Group presented by Ewa Kwiatkowska, EUMETSAT Sentinel-3 Cal/Val Meeting 20-22 March 2012 Goal Provide a

More information

AERONET Web Data Access and Relational Database

AERONET Web Data Access and Relational Database ÓPTICA PURA Y APLICADA Vol. 37, núm. 3, - 2004 AERONET Web Data Access and Relational Database David Giles (1,2) 1. 1 Science Systems and Applications, Inc. (SSAI), Lanham, MD, USA 2. 2 NASA Goddard Space

More information

EMODnet Preparatory Actions Hydrographic and Seabed Mapping and new EMODnet Bathymetry

EMODnet Preparatory Actions Hydrographic and Seabed Mapping and new EMODnet Bathymetry EMODnet Preparatory Actions Hydrographic and Seabed Mapping and new EMODnet Bathymetry By Dick M.A. Schaap Coordinator GEBCO Science Day, Venice Italy, 8th October 2013 EMODNet EU has adopted the Marine

More information

Pan-European infrastructure for management of marine and ocean geological and geophysical data

Pan-European infrastructure for management of marine and ocean geological and geophysical data Pan-European infrastructure for management of marine and ocean geological and geophysical data By Dick M.A. Schaap Geo-Seas Technical Coordinator March 2010 Supported by the European Commission FP7 - Research

More information

Data Management Plan FAQs

Data Management Plan FAQs Data Management Plan FAQs This document is for Questions and Answers about NOAA s new data management plan requirements. It will be updated as new information becomes available. Questions and Answers from

More information

BOUSSOLE Monthly Cruise Report

BOUSSOLE Monthly Cruise Report The BOUSSOLE project technical reports; report # 10-3, issue 1. BOUSSOLE Monthly Cruise Report Cruise 20 March 15 17, 2003 Duty Chief: Alec Scott (alec.scott@obs-vlfr.fr) Vessel: R/V Téthys II (Captain:

More information

Meris Reflectance and Algal-2 validation at the North Sea

Meris Reflectance and Algal-2 validation at the North Sea Meris Reflectance and Algal-2 validation at the North Sea Steef W.M. Peters IVM, De Boelelaan 187, 181 HV Amsterdam, Netherlands (steef.peters at ivm.vu.nl) Abstract In this paper spectral reflectances

More information

IMPROVING AEROSOL DISTRIBUTIONS

IMPROVING AEROSOL DISTRIBUTIONS IMPROVING AEROSOL DISTRIBUTIONS BY ASSIMILATING SATELLITE- RETRIEVED CLOUD DROPLET NUMBER AND AEROSOL OPTICAL DEPTH Pablo Saide 1, G. Carmichael 1, S. Spak 1, P. Minnis 2, K. Ayers 2, Z. Liu 3, H.C. Lin

More information

Research Data Centre network for transnational access - four years of experiences by seven European RDCs

Research Data Centre network for transnational access - four years of experiences by seven European RDCs Research Data Centre network for transnational access - four years of experiences by seven European RDCs Karen Dennison (UK Data Archive) and David Schiller (IAB) Presented by Karen Dennison Luxembourg,

More information

SOOS Data Management

SOOS Data Management SOOS Data Management Kim Finney Chair, SOOS Data Management Sub Committee POGO 15, 23 January 2014 SOOS Goals Design and implement a comprehensive and multidisciplinary observing system for the Southern

More information

R-Related Features and Integration in STATISTICA

R-Related Features and Integration in STATISTICA R-Related Features and Integration in STATISTICA Run native R programs from inside STATISTICA Enhance STATISTICA with unique R capabilities Enhance R with unique STATISTICA capabilities Create and support

More information

Common Criteria Evaluations for the Biometrics Industry

Common Criteria Evaluations for the Biometrics Industry Common Criteria Evaluations for the Biometrics Industry Kathy Malnick Senior Manager Criterian Independent Labs An initiative of the WVHTC Foundation Presentation outline Common Criteria defined Common

More information

Cisco IOS Public-Key Infrastructure: Deployment Benefits and Features

Cisco IOS Public-Key Infrastructure: Deployment Benefits and Features Data Sheet Cisco IOS Public-Key Infrastructure: Deployment Benefits and Features Introduction to Public Key Infrastructure Public Key Infrastructure (PKI) offers a scalable method of securing networks,

More information

The SMOS antenna at ESAC, Spain

The SMOS antenna at ESAC, Spain The SMOS antenna at ESAC, Spain GETTING DOWN TO BUSINESS smos: operations & products SMOS operations and products Susanne Mecklenburg & Norrie Wright Directorate of Earth Observation, ESRIN, Frascati,

More information

The NOAA National Climatic Data Center Data availability, WDC-A, and GCOS data sets

The NOAA National Climatic Data Center Data availability, WDC-A, and GCOS data sets NEESPI Regional Science Team Meeting, Helsinki, Finland 2-6 June 2008 The NOAA National Climatic Data Center Data availability, WDC-A, and GCOS data sets Dr. Karsten A. Shein Data Quality Administrator

More information

Monitoring Baltic Sea eutrophication from space- from research to applications

Monitoring Baltic Sea eutrophication from space- from research to applications Monitoring Baltic Sea eutrophication from space- from research to applications Susanne Kratzer, Associate Professor Coordinator of NordAquaRemS Department of Systems Ecology, SU Suse@ecology.su.se Marine

More information

The distribution of marine OpenData via distributed data networks and Web APIs. The example of ERDDAP, the message broker and data mediator from NOAA

The distribution of marine OpenData via distributed data networks and Web APIs. The example of ERDDAP, the message broker and data mediator from NOAA The distribution of marine OpenData via distributed data networks and Web APIs. The example of ERDDAP, the message broker and data mediator from NOAA Dr. Conor Delaney 9 April 2014 GeoMaritime, London

More information

EUROPEAN MOBILE INSIGHTS 2012 NORTON CYBERCRIME REPORT APRIL 2013

EUROPEAN MOBILE INSIGHTS 2012 NORTON CYBERCRIME REPORT APRIL 2013 EUROPEAN MOBILE INSIGHTS 2012 NORTON CYBERCRIME REPORT APRIL 2013 EUROPEAN MOBILE INSIGHTS: 2012 NORTON CYBERCRIME REPORT 9 COUNTRIES DENMARK, FRANCE, GERMANY, ITALY, NETHERLANDS, POLAND, RUSSIA, SWEDEN,

More information

Schedule R Teleconferencing Service

Schedule R Teleconferencing Service Schedule R Teleconferencing Service 11-X-21415 Telecommunication Equipment & Services Hosted Telecommunications Services/Applications Teleconferencing Service Section 3.4.4 AT&T Audio Teleconferencing

More information

World Data Center for Remote Sensing of the Atmosphere, WDC-RSAT

World Data Center for Remote Sensing of the Atmosphere, WDC-RSAT World Data Center for Remote Sensing of the Atmosphere, WDC-RSAT Michael Bittner http://wdc.dlr.de Folie 1 WDC-RSAT Mission Provide a portal for free and simplified access to atmosphere related satellite

More information

Saharan Dust Aerosols Detection Over the Region of Puerto Rico

Saharan Dust Aerosols Detection Over the Region of Puerto Rico 1 Saharan Dust Aerosols Detection Over the Region of Puerto Rico ARLENYS RAMÍREZ University of Puerto Rico at Mayagüez, P.R., 00683. Email:arlenys.ramirez@upr.edu ABSTRACT. Every year during the months

More information

(A)ATSR Users and Applications: SST, Fire, Aerosol, Cloud, Snow, Albedo, Vapour, Temperature, Volcano

(A)ATSR Users and Applications: SST, Fire, Aerosol, Cloud, Snow, Albedo, Vapour, Temperature, Volcano (A)ATSR Users and Applications: SST, Fire, Aerosol, Cloud, Snow, Albedo, Vapour, Temperature, Volcano Olivier Arino, I. Robinson (NOCS), C. Donlon (UK-MET/ESA), J-F. Piolle (IFREMER), S. Plummer (IGBP/ESA),

More information

The USGS Landsat Big Data Challenge

The USGS Landsat Big Data Challenge The USGS Landsat Big Data Challenge Brian Sauer Engineering and Development USGS EROS bsauer@usgs.gov U.S. Department of the Interior U.S. Geological Survey USGS EROS and Landsat 2 Data Utility and Exploitation

More information

Quantum View Manage Administration Guide

Quantum View Manage Administration Guide 2010 United Parcel Service of America, Inc. UPS, the UPS brandmark and the color brown are trademarks of United Parcel Service of America, Inc. All rights reserved. Quantum View Manage Administration Guide

More information

The study of cloud and aerosol properties during CalNex using newly developed spectral methods

The study of cloud and aerosol properties during CalNex using newly developed spectral methods The study of cloud and aerosol properties during CalNex using newly developed spectral methods Patrick J. McBride, Samuel LeBlanc, K. Sebastian Schmidt, Peter Pilewskie University of Colorado, ATOC/LASP

More information

The European Space Agency s Synthetic Aperture Radar Programme From Experiment to Service Provision

The European Space Agency s Synthetic Aperture Radar Programme From Experiment to Service Provision The European Space Agency s Synthetic Aperture Radar Programme From Experiment to Service Provision Evert Attema ESA, Directorate of Earth Observation Programme! The idea of an independent European space

More information

Guidelines for Archiving Data in the NARSTO Permanent Data Archive

Guidelines for Archiving Data in the NARSTO Permanent Data Archive Guidelines for Archiving in the NARSTO Permanent Archive Executive Summary May 2, 2006 NARSTO archives air chemistry, meteorological, and related atmospheric data and metadata in a publicly accessible

More information

CrIS L1B Project Status

CrIS L1B Project Status CrIS L1B Project Status Graeme Martin 1, Hank Revercomb 1, Larrabee Strow 2, Dave Tobin 1, Howard Moteller 2, Liam Gumley 1, Ray Garcia 1, Greg Quinn 1, Joe Taylor 1, Coda Phillips 1, Bob Knuteson 1, Jessica

More information

Data archiving and data policies

Data archiving and data policies WWW.BJERKNES.UIB.NO Data archiving and data policies Benjamin Pfeil, Stephane Pesant, Michael Diepenbroek, Hannes Grobe Bjerknes Centre for Climate Research/ University of Bergen, Norway EPOCA-BIOACID-CalMarO-OCB

More information

GLOBAL EDUCATION PROGRAM

GLOBAL EDUCATION PROGRAM GLOBAL EDUCATION PROGRAM RUSSIAN FEDERATION GOVERNMENT-SPONSORED PROGRAM THAT OFFERS RUSSIAN CITIZENS AN OPPORTUNITY TO STUDY AT LEADING FOREIGN UNIVERSITIES REGULATIONS: ABOUT GEP http://educationglobal.ru/o_programme/

More information

GSICS Working Group on Data Management

GSICS Working Group on Data Management GSICS Working Group on Data Management Chair Report Volker Gärtner volker.gaertner@eumetsat.int lide: 1 GDWG Chair report, 19 February 2008 Topics for GDWG-II Discussion GSICS Cooperation Servers Data

More information

Virtual Office. flexible solutions for your business needs

Virtual Office. flexible solutions for your business needs Virtual Office flexible solutions for your business needs Globalization is the key to successful business. Wherever you are located around the globe, your business can function without the need to pay

More information

Introduction to BODC and how to submit data

Introduction to BODC and how to submit data www.bodc.ac.uk Introduction to BODC and how to submit data KATIE GOWERS, BRITISH OCEANOGRAPHIC DATA CENTRE BANGOR UNIVERSITY OPEN ACCESS WEEK, OCTOBER 2015 British Oceanographic Data Centre Part of National

More information

Advanced Placement European History Summer Assignment 2015 Ms. Broffman

Advanced Placement European History Summer Assignment 2015 Ms. Broffman Advanced Placement European History Summer Assignment 2015 Ms. Broffman Welcome to AP European History. I look forward to working with you next year. The AP course and examination in European History are

More information

Image Lab Software for the GS-900 Densitometer

Image Lab Software for the GS-900 Densitometer Image Lab Software for the GS-900 Densitometer Quick Start Guide Catalog # 170-9690 Bio-Rad Technical Support For help and technical advice, please contact the Bio-Rad Technical Support department. In

More information

9.3.7 Advice December 2014

9.3.7 Advice December 2014 9.3.7 Advice December 2014 ECOREGION STOCK Widely distributed and migratory stocks European eel Advice for 2015 The status of eel remains critical and ICES advises that all anthropogenic mortality (e.g.

More information

EUMETSAT Satellite Programmes

EUMETSAT Satellite Programmes EUMETSAT Satellite Programmes Nowcasting Applications Developing Countries Marianne König marianne.koenig@eumetsat.int WSN-12 Rio de Janeiro 06-10 August 2012 27 Member States & 4 Cooperating States Member

More information

Updating the QIAcube operating software

Updating the QIAcube operating software Updating the QIAcube operating software This document describes how to upgrade your QIAcube mainboard firmware to version P, your mainboard PLC program to version R, and your centrifuge firmware to version

More information

UK Argo Data Centre and the Southern Ocean Regional Data Centre (SORDAC)

UK Argo Data Centre and the Southern Ocean Regional Data Centre (SORDAC) UK Argo Data Centre and the Southern Ocean Regional Data Centre (SORDAC) Trevor Guymer Chair, UK Argo Expert Group & Head, UK Inter-Agency Committee on Marine Science & Technology Information provided

More information

CISCO IP PHONE SERVICES SOFTWARE DEVELOPMENT KIT (SDK)

CISCO IP PHONE SERVICES SOFTWARE DEVELOPMENT KIT (SDK) DATA SHEET CISCO IP PHONE SERVICES SOFTWARE DEVELOPMENT KIT (SDK) Cisco Systems IP Phone Services bring the power of the World Wide Web to Cisco IP Phones. An integral part of a Cisco AVVID (Architecture

More information

How To Get A New Phone System For Your Business

How To Get A New Phone System For Your Business Cisco Phone Systems Telemarketing Script Cold Call 1. Locate Contact: Name listed Owner General Manager / Office Manager Chief BDM (Business Decision Maker) Note: Avoid talking to IT since this is not

More information

Thomson Video Networks Contact Center Guide

Thomson Video Networks Contact Center Guide Thomson Video Networks Contact Center Guide THOMSON VIDEO NETWORKS 6, rue du clos courtel, 35510 CESSON-SEVIGNE France Tel +33 299 285 000 Fax : +33 299 285 001 www.thomson-networks.com THOMSON VIDEO NETWORKS

More information

A beginners guide to accessing Argo data. John Gould Argo Director

A beginners guide to accessing Argo data. John Gould Argo Director A beginners guide to accessing Argo data John Gould Argo Director Argo collects salinity/temperature profiles from a sparse (average 3 x 3 spacing) array of robotic floats that populate the ice-free oceans

More information

CONSUMERS' ACTIVITIES WITH MOBILE PHONES IN STORES

CONSUMERS' ACTIVITIES WITH MOBILE PHONES IN STORES CONSUMERS' ACTIVITIES WITH MOBILE PHONES IN STORES Global GfK survey February 2015 1 Global GfK survey: Consumers activities with mobile phones in stores 1. Methodology 2. Global results 3. Country results

More information

Comparative tables. CPSS Red Book statistical update 427

Comparative tables. CPSS Red Book statistical update 427 CPSS Red Book statistical update 427 January 2013 Table 1 Basic statistical data GDP (USD billions) 1 Population (millions, yearly average) Australia 952 1,050 999 1,246 1,500 21.1 21.4 21.8 22.1 22.4

More information

41 T Korea, Rep. 52.3. 42 T Netherlands 51.4. 43 T Japan 51.1. 44 E Bulgaria 51.1. 45 T Argentina 50.8. 46 T Czech Republic 50.4. 47 T Greece 50.

41 T Korea, Rep. 52.3. 42 T Netherlands 51.4. 43 T Japan 51.1. 44 E Bulgaria 51.1. 45 T Argentina 50.8. 46 T Czech Republic 50.4. 47 T Greece 50. Overall Results Climate Change Performance Index 2012 Table 1 Rank Country Score** Partial Score Tendency Trend Level Policy 1* Rank Country Score** Partial Score Tendency Trend Level Policy 21 - Egypt***

More information

GLOBAL DATA CENTER INVESTMENT 2013

GLOBAL DATA CENTER INVESTMENT 2013 2013 CENSUS REPORT: Global Data Center Investment 2013 GLOBAL DATA CENTER INVESTMENT 2013 2013 - Healthy Growth in Data Center Investment Globally Globally, the data center industry has continued to maintain

More information

An introduction to the World Federation of Occupational Therapists (WFOT)

An introduction to the World Federation of Occupational Therapists (WFOT) An introduction to the World Federation of Occupational Therapists (WFOT) WHAT IS THE WORLD FEDERATION OF OCCUPATIONAL THERAPISTS? The key international representative for occupational therapists and occupational

More information

Nestlé Suisse SA and Nestlé Waters (Suisse) SA are in the process of phasing out paper invoices and moving to electronic invoicing through OB10.

Nestlé Suisse SA and Nestlé Waters (Suisse) SA are in the process of phasing out paper invoices and moving to electronic invoicing through OB10. February 26 th, 2014 Dear Supplier, Nestlé Suisse SA and Nestlé Waters (Suisse) SA are in the process of phasing out paper invoices and moving to electronic invoicing through OB10. We are writing to inform

More information

IFS ApplIcAtIonS For Document management

IFS ApplIcAtIonS For Document management IFS Applications for Document management OUR SOLUTION S DNA When we first set out to create IFS Applications over 25 years ago, our goal was to make the most usable business software on the market. And

More information

STAR Algorithm and Data Products (ADP) Beta Review. Suomi NPP Surface Reflectance IP ARP Product

STAR Algorithm and Data Products (ADP) Beta Review. Suomi NPP Surface Reflectance IP ARP Product STAR Algorithm and Data Products (ADP) Beta Review Suomi NPP Surface Reflectance IP ARP Product Alexei Lyapustin Surface Reflectance Cal Val Team 11/26/2012 STAR ADP Surface Reflectance ARP Team Member

More information

Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing

Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Remote Sens. 2009, 1, 697-730; doi:10.3390/rs1040697 OPEN ACCESS Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Review Sun Glint Correction of High and Low Spatial Resolution Images of

More information

FAQs for Two-factor Authentication

FAQs for Two-factor Authentication FAQs for Two-factor Authentication Two-factor Authentication 1. What is two-factor authentication? Two-factor authentication is an authentication scheme that increases online security by relying on a combination

More information

Partnership and European project realisation from the perspective of Partner, Coordinator and Reviewer

Partnership and European project realisation from the perspective of Partner, Coordinator and Reviewer IMP PAN Gdańsk Institute of Fluid Flow Machinery Polish Academy of Sciences Piotr Doerffer Partnership and European project realisation from the perspective of Partner, Coordinator and Reviewer Partnership

More information

Table of Contents. Conferencing Basics 3. Ready Bridge Set Up Options 4. Call Control Features 5. Security Features 6. Call Control Commands 7

Table of Contents. Conferencing Basics 3. Ready Bridge Set Up Options 4. Call Control Features 5. Security Features 6. Call Control Commands 7 Table of Contents Conferencing Basics 3 Ready Bridge Set Up Options 4 Call Control Features 5 Security Features 6 Call Control Commands 7 Conference Call Recording 8 International Conferencing 10 Page:

More information

Scientific Research data archiving in Resources and Environment fields of 973 Program

Scientific Research data archiving in Resources and Environment fields of 973 Program Scientific Research data archiving in Resources and Environment fields of 973 Program Fu Xiaofeng, Dr. Dept. of Basic Research, Ministry of Science & Technology, P. R. China Outline I. Background II. Data

More information

Secure file sharing and collaborative working solution

Secure file sharing and collaborative working solution Secure file sharing and collaborative working solution Collaborate efficiently and in real time with nomad collaborators, subsidiaries, customers, service providers or partners. Make your files available

More information

Support Services Technical Support Services Description

Support Services Technical Support Services Description Support Services Technical Support Services Description Introduction NSi is committed to providing the highest quality of support with friendly and knowledgeable staff available to assist in any technical

More information

DYNAMO DATA MANAGEMENT OVERVIEW. Steve Williams and Jim Moore

DYNAMO DATA MANAGEMENT OVERVIEW. Steve Williams and Jim Moore DYNAMO DATA MANAGEMENT OVERVIEW Steve Williams and Jim Moore National Center for Atmospheric Research (NCAR) Earth Observing Laboratory (EOL) Boulder, Colorado, USA CINDY2011/DYNAMO Operations Planning

More information

IAB Europe AdEx Benchmark 2014. Daniel Knapp, IHS Eleni Marouli, IHS

IAB Europe AdEx Benchmark 2014. Daniel Knapp, IHS Eleni Marouli, IHS IAB Europe AdEx Benchmark 2014 Daniel Knapp, IHS Eleni Marouli, IHS About the study A meta analysis of online ad spend in Europe GROSS NET RATECARD Revenue Billed Revenue Billed No Agency commissions Campaigns

More information

BALTEX II Data Management and Baltic Grid: Status Report

BALTEX II Data Management and Baltic Grid: Status Report BALTEX II Data Management and Baltic Grid: Status Report Michael Lautenschlager World Data Center Climate Model and Data / Max-Planck-Institute for Meteorology BALTEX Scientific Steering Group Meeting

More information

Standard Big Data Architecture and Infrastructure

Standard Big Data Architecture and Infrastructure Standard Big Data Architecture and Infrastructure Wo Chang Digital Data Advisor Information Technology Laboratory (ITL) National Institute of Standards and Technology (NIST) wchang@nist.gov May 20, 2016

More information

METRODOT DISTRIBUTION ONLINE TRACKING

METRODOT DISTRIBUTION ONLINE TRACKING MetroDOT is a control tool to guarantee deliveries of each newspaper drop providing a real time proof of service, as well as information needed to generate next days operation plan. The Software is developed

More information

How To Control A Record System

How To Control A Record System Thermo Scientific Qtegra Intelligent Scientific Data Solution (ISDS) Software for 21 CFR Part 11 Compliant Laboratories Technical Note 43106 Key Words Compliance, Electronic Records, 21 CFR Part 11 Goal

More information

Cisco CNS NetFlow Collection Engine Version 4.0

Cisco CNS NetFlow Collection Engine Version 4.0 Data Sheet Cisco CNS NetFlow Collection Engine Version 4.0 Cisco CNS is a suite of intelligence engines that work with device agents to create a programmable network. Cisco CNS extends the management plane

More information

GLOBAL EDUCATION PROGRAM

GLOBAL EDUCATION PROGRAM GLOBAL EDUCATION PROGRAM RUSSIAN GOVERNMENT-SPONSORED SCHOLARSHIP PROGRAM THAT OFFERS RUSSIAN CITIZENS AN OPPORTUNITY TO STUDY AT LEADING FOREIGN UNIVERSITIES КSENIA IVANENKO REGULATIONS: ABOUT GEP http://educationglobal.ru/o_programme/

More information

SERVICE LEVEL AGREEMENT! CONFIRMATION

SERVICE LEVEL AGREEMENT! CONFIRMATION SERVICE LEVEL AGREEMENT CONFIRMATION BRINGING ENTERPRISE TO SMB RELIABILITY & LOWERING THE TCO What we built Qsan s unique character on, starts from the approach. We had a dream of bringing an enterprise

More information

NASA's Earth Observing Data and Information System (EOSDIS)

NASA's Earth Observing Data and Information System (EOSDIS) NASA's Earth Observing Data and Information System (EOSDIS) Copernicus Big Data Workshop 13 March 2014 Brussels, Belgium Kevin Murphy EOSDIS System Architect NASA Goddard Space Flight Center Topics to

More information

MyOcean Copernicus Marine Service Architecture and data access Experience

MyOcean Copernicus Marine Service Architecture and data access Experience MyOcean Copernicus Marine Service Architecture and data access Experience Sophie Besnard CLS, Toulouse, France February 2015 MyOcean Story MyOcean Challenge & Success MyOcean Service MyOcean System MyOcean

More information

Audio Branding Barometer 2010 - Overview

Audio Branding Barometer 2010 - Overview Audio Branding Barometer 2010 - Overview This survey was carried out by the Audio Branding Academy in September 2010. The aim of the survey is to gain valid market data about the audio branding industry.

More information

CISCO NETWORK CONNECTIVITY CENTER

CISCO NETWORK CONNECTIVITY CENTER DATA SHEET CISCO NETWORK CONNECTIVITY CENTER The Cisco Network Connectivity Center (NCC) delivers end-to-end management across multiple tools, technologies, and silos. From networks and applications to

More information

Monthly Mobile Games Data

Monthly Mobile Games Data Countries/Regions include Newzoo Subscriptions Monthly Mobile Games Data ios/playstore Game Revenues & Downloads + Key Mobile Gamer Demographics Version 1.0 2012 Newzoo www.newzoo.com Unique Insights Based

More information

Report on the symposium Colour of Ocean Data (June 2003)

Report on the symposium Colour of Ocean Data (June 2003) Report on the symposium Colour of Ocean Data (June 2003) Edward Vanden Berghe Chair, Organising Committee COD Manager, Flanders Marine Data and Information Centre Flanders Marine Institute, B-8400 Ostend,

More information

eni eni eni eni eni eni s activities exploration & production engineering and construction eni saipem eni saipem gas & power chemicals eni versalis

eni eni eni eni eni eni s activities exploration & production engineering and construction eni saipem eni saipem gas & power chemicals eni versalis our promise With 10 years of experience delivering gas to the UK market, the presence of eni continues to offer a fresh and innovative perspective to downstream sales. Drawing on the experience and resources

More information

STUDY ABROAD TEAM. Helen JOHNSON. Ben MEERING. Tarla PATEL. Amanda ASHBY. Jade PERKINS. Rachel CUDDIHY

STUDY ABROAD TEAM. Helen JOHNSON. Ben MEERING. Tarla PATEL. Amanda ASHBY. Jade PERKINS. Rachel CUDDIHY STUDY ABROAD TEAM Helen JOHNSON Ben MEERING Assistant Director International Office (Head of Study Abroad) H.J.Johnson@warwick.ac.uk Study Abroad Co-ordinator (Outbound Europe) erasout@warwick.ac.uk 00

More information

The NASA NEESPI Data Portal to Support Studies of Climate and Environmental Changes in Non-boreal Europe

The NASA NEESPI Data Portal to Support Studies of Climate and Environmental Changes in Non-boreal Europe The NASA NEESPI Data Portal to Support Studies of Climate and Environmental Changes in Non-boreal Europe Suhung Shen NASA Goddard Space Flight Center/George Mason University Gregory Leptoukh, Tatiana Loboda,

More information

Governance Framework For The AADC System For Indicator Monitoring & Reporting (SIMR)

Governance Framework For The AADC System For Indicator Monitoring & Reporting (SIMR) Governance Framework For The AADC System For Indicator Monitoring & Reporting (SIMR) 1. Purpose & Function of SIMR Tool The requirement for an Antarctic component to the 2001 Australian State of the Environment

More information

Bathymetric Attributed Grids (BAGs): Discovery of Marine Datasets and Geospatial Metadata Visualization

Bathymetric Attributed Grids (BAGs): Discovery of Marine Datasets and Geospatial Metadata Visualization University of New Hampshire University of New Hampshire Scholars' Repository Center for Coastal and Ocean Mapping Center for Coastal and Ocean Mapping 2010 Bathymetric Attributed Grids (BAGs): Discovery

More information

Foreign Taxes Paid and Foreign Source Income INTECH Global Income Managed Volatility Fund

Foreign Taxes Paid and Foreign Source Income INTECH Global Income Managed Volatility Fund Income INTECH Global Income Managed Volatility Fund Australia 0.0066 0.0375 Austria 0.0045 0.0014 Belgium 0.0461 0.0138 Bermuda 0.0000 0.0059 Canada 0.0919 0.0275 Cayman Islands 0.0000 0.0044 China 0.0000

More information

How does a venture capitalist appraise investment opportunities?

How does a venture capitalist appraise investment opportunities? 1 How does a venture capitalist appraise investment opportunities? Michael Queen - Finance Director, 3i Group plc A presentation to: 23 Pensions Convention 2 June 23 A How presentation does a venture to:

More information

Stolen Vehicle Tracking. automotive.vodafone.co.uk. Vodafone Power to you

Stolen Vehicle Tracking. automotive.vodafone.co.uk. Vodafone Power to you Stolen Vehicle Tracking automotive.vodafone.co.uk Vodafone Power to you Vodafone CobraTrak Stolen Vehicle Tracking and Monitoring Services The ultimate protection for your vehicle with European coverage

More information

Cisco Conference Connection

Cisco Conference Connection Data Sheet Cisco Conference Connection Cisco IP Communications a comprehensive system of powerful, enterprise-class solutions including IP telephony, unified communications, IP video/audio conferencing,

More information

STATE OF GLOBAL E-COMMERCE REPORT (Preview) February 2013

STATE OF GLOBAL E-COMMERCE REPORT (Preview) February 2013 STATE OF GLOBAL E-COMMERCE REPORT (Preview) February 2013 THE E-COMMERCE REPORT WHAT IS THE E-COMMERCE REPORT? It is an annual investigation into the global uptake and impact of e- commerce. The report

More information

Good practice of dissemination and exploitation results in Latvia

Good practice of dissemination and exploitation results in Latvia Good practice of dissemination and exploitation results in Latvia Dr.phys. Gunta Šlihta Vice-director, Institute of Physical Energetics Rīga, / 03 / 03 Methods of transfer of project results in the Baltic

More information

SAR Archive and Community Support Activities at UNAVCO

SAR Archive and Community Support Activities at UNAVCO SAR Archive and Community Support Activities at UNAVCO Scott Baker 1, Chris Crosby 1, Charles Meertens 1, Eric Fielding 2, Gwen Bryson 3, Brian Buechler 3, Jeremy Nicoll 3, Chaitanya Baru 4 1 UNAVCO, Boulder,

More information

Surveillance of Influenza 2009/2010

Surveillance of Influenza 2009/2010 Surveillance of Influenza 2009/2010 Reporting protocol for Influenza data submission to TESSy (2009-08-28) Surveillance of Influenza 2009/2010... 1 1. Background information... 1 2. Overview of the data

More information

[NUGENESIS SAMPLE MANAGEMENT ] AMPLE IMPROVING LAB EFFICIENCY, ANAGEMENT ACCELERATING BUSINESS DECISIONS. bigstock.com $69

[NUGENESIS SAMPLE MANAGEMENT ] AMPLE IMPROVING LAB EFFICIENCY, ANAGEMENT ACCELERATING BUSINESS DECISIONS. bigstock.com $69 [NUGENESIS SAMPLE MANAGEMENT ] AMPLE ACCELERATING BUSINESS DECISIONS IMPROVING LAB EFFICIENCY, ANAGEMENT bigstock.com $69 [ N U GENESIS SAMPLE MANAGEMENT ] MANAGING SAMPLES SHOULD NEVER BE A BARRIER TO

More information

Virginia Commonwealth University Rice Rivers Center Data Management Plan

Virginia Commonwealth University Rice Rivers Center Data Management Plan Virginia Commonwealth University Rice Rivers Center Data Management Plan Table of Contents Objectives... 2 VCU Rice Rivers Center Research Protocol... 2 VCU Rice Rivers Center Data Management Plan... 3

More information

Students: undergraduate and graduate students who are currently enrolled in universities

Students: undergraduate and graduate students who are currently enrolled in universities DUO-Korea: 1. General Description CAUTION: If any application falls under the following 3 cases, the application is disqualified and will not be considered for selection. If such case is found after the

More information

Employer Perspectives on Social Networking: Global Key Findings

Employer Perspectives on Social Networking: Global Key Findings Employer Perspectives on Social Networking: Global Key Findings people technology A Manpower Survey Social Networking: Managing the Next Workplace Transformation A new generation, steeped in the rules

More information

TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS. Paulo Magina Public Sector Integrity Division

TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS. Paulo Magina Public Sector Integrity Division TOWARDS PUBLIC PROCUREMENT KEY PERFORMANCE INDICATORS Paulo Magina Public Sector Integrity Division 10 th Public Procurement Knowledge Exchange Platform Istanbul, May 2014 The Organization for Economic

More information

About us. As our customer you will be able to take advantage of the following benefits: One Provider. Flexible Billing. Our Portal.

About us. As our customer you will be able to take advantage of the following benefits: One Provider. Flexible Billing. Our Portal. About us At RoamingExpert we specialise in mobile roaming tariffs which are tailored to the specific needs of the yachting industry. Our unique offering generates significant savings when compared to standard

More information