FIRST SYSTEMATIC OBSERVATIONS OF SAHARAN DUST OVER EUROPE DURING EARLINET ( ): STATISTICAL ANALYSIS AND RESULTS

Size: px
Start display at page:

Download "FIRST SYSTEMATIC OBSERVATIONS OF SAHARAN DUST OVER EUROPE DURING EARLINET ( ): STATISTICAL ANALYSIS AND RESULTS"

Transcription

1 FIRST SYSTEMATIC OBSERVATIONS OF SAHARAN DUST OVER EUROPE DURING EARLINET (2-22): STATISTICAL ANALYSIS AND RESULTS A. Papayannis 1, V. Amiridis 2, G. Tsaknakis 1, D. Balis 3, J. Bösenberg 4, A. Chaikovski 5, F. De Tomasi 6, I. Grigorov 7, I. Mattis 8, V. Mitev9, D. Müller 8, L. Mona 1, S. Nickovic 11, J. M. Baldasano 12,13, A. Pietruczuk 14, G. Pisani 15, F. Ravetta 16, V. Rizi 17, M. Sicard 12, T. Trick 18, and M. Wiegner 19 1 National Technical University of Athens-NTUA, Physics Dept., Athens, Greece 2 Institute for Space Applications and Remote Sensing, National Observatory of Athens, Athens, Greece 3 Laboratory of Atmospheric Physics, Univ. of Thessaloniki, Thessaloniki, Greece 4 Max-Planck-Institut für Meteorologie, Hamburg, Germany 5 Institute of Physics, National Academy of Sciences of Belarus, Minsk, Belarus 6 University of Lecce, Physics Department, Lecce, Italy 7 Institute of Electronics, Bulgarian Academy of Sciences, Sofia, Bulgaria 8 Leibniz Institute for Tropospheric Research, Leipzig, Germany 9 Observatory of Neuchâtel, Neuchâtel, Switzerland 1 Istituto di Metodologie per l'analisi Ambientale-CNR, Potenza, Italy 11 World Meteorological Organization, Geneva, Switzerland 12 Universitat Politecnica de Catalunya, Barcelona, Spain 13 Earth Sciences Division, Barcelona Supercomputing Centre, Barcelona, Spain 14 Institute of Geophysics, Polish Academy of Sciences, Warsaw, Poland 15 CNISM and Dipart. di Scienze Fisiche-Università di Napoli Federico II, Napoli, Italy 16 Service d Aéronomie IPSL, Université Pierre et Marie Curie UP6, Paris, France 17 Dipartimento di Fisica, Università Degli Studi - L'Aquila, L'Aquila, Italy 18 Forschungszentrum Karlsruhe, IMK-IFU, Garmisch-Partenkirchen, Germany 19 Meteorologisches Institut der Universität München, Munich, Germany XXIV IUGG General Assembly, 2-13 July 27, Perugia, Italy

2 Sahara desert

3 (IPCC, 21)

4 Typical Raman Lidar system (NTUA, Greece) Emission: nm Detection: Depolarization (under construction)

5 Athens, Greece

6 Period: 2-23, Extension: up to 211 Objectives and Methodology: Implementation of a routine monitoring scheme,, for the observation of specifically high aerosol loads in the lower troposphere, resulting from Saharan dust outbreaks Forecasting scheme: Use dust forecasting models [DREAM[ DREAM/ICOD (Malta & Spain), NAAPS/NOAA/NRL, Skiron (Greece) models] Coordination: NTUA Group (Warnings: h)

7 Period: 2-23, Extension: up to 211 Validation tools: Air-mass back-trajectory analysis German Meteorological Service (DWD/GME Model) Satellite data analysis Satellite data (EP/TOMS AI, SeaWiFS AOT, NOAA/AVHRR AVHRR AOT, MODIS AOT) Aim: To provide a Sun photometer data analysis statistically Aerosol Optical Thickness (AOT) data significant database (AERONET) on the aerosol Saharan dust events: horizontal and Period: (32 months) vertical distribution >15 cases forecasted, 9 observation dates (> 5. aerosol dust profiles) in the European Period: 23-today continent during >25 cases forecasted, 21 observation dates Saharan dust (> 135. aerosol dust profiles) outbreaks

8 Period: 2-23 EARLINET 22 stations БЪЛГАРСКА АКАДЕМИЯ НА НАУКИТЕ ИНСТИТУТ ПО ЕЛЕКТРОНИКА АКАДЕМИК ЕМИЛ ДЖАКОВ BULGARIAN ACADEMY OF SCIENCES INSTITUTE OF ELECTRONICS ACADEMICIAN EMIL DJAKOV

9 Period: EARLINET-ASOS 23 stations БЪЛГАРСКА АКАДЕМИЯ НА НАУКИТЕ ИНСТИТУТ ПО ЕЛЕКТРОНИКА АКАДЕМИК ЕМИЛ ДЖАКОВ BULGARIAN ACADEMY OF SCIENCES INSTITUTE OF ELECTRONICS ACADEMICIAN EMIL DJAKOV

10 Saharan dust outbreaks (# days) observed per EARLINET station (2-23) 23) 1 Number of dust days observed per station S, SE, SW Central CE, N, NE, E AT LC TH PO NA BA LA SO JU NE GP MU PL LE BE AB HH MI KB LN EARLINET Station

11 Saharan dust outbreaks (Mean # events) observed per geographical sector within EARLINET (2-23) 23) 4 Seasonal variability 35 Number of Events Central N NE SE S SW W Total Winter Spring Summer Autumn Geographical Sector

12 Number of dust days (successful / DREAM forecasted) observed per month for three representative EARLINET stations (period 2-23) Number of days per month Barcelona BA(48) BA(95) Number of days per month Potenza PO(88) PO(211) Months since MAY 1, 2 Months since MAY 1, 2 3 Reasons for not measuring : rain cloudiness technical Number of days per month Athens AT(81) AT(22) Months since MAY 1, 2

13 Mean number of dust days observed per month for three representative EARLINET stations (2-23) 1 1 Number of dust days Barcelona JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC Month BA Number of dust days Potenza PO JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC Month Athens AT Number of dust days JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC Month

14 DREAM Model Winter Spring Summer Autumn

15 DREAM Model E-W Cross section over 33 o N Winter Spring Spring Summer Summer Autumn

16 DREAM Model S-N Cross section over 1 o E Winter Winter Spring Spring Summer Autumn

17 Mean aerosol profiles per station (Raman data: extinction coeff., backscatter coeff., lidar ratio) Raman nighttime measurements at 351/355nm AT KB LA LC LE NA PO TH Height a.s.l. (m) x1-4 4.x x1-6 1.x Extinction Coefficient (m -1 ) Backscatter Coefficient (m -1 sr -1 ) Lidar Ratio (sr)

18 Mean aerosol backscatter profiles per station ( nm) Daytime measurements Height a.s.l. (m) Backscatter measurements AB AT BA HH KB LA LC LE LK MI MU NA NE PO TH 1. 1.x x x1-5 (m -1 sr -1 ) (m -1 sr -1 (m -1 sr -1 )

19 1 Potenza 9 8 Height a.s.l. (m) Color ratio and lidar ratio (aerosol extinction/backscatter) profiles for all the Saharan dust cases, performed over Color Ratio - 355/532nm Lidar Ratio - 355nm (sr) 1 Thessaloniki 9 Potenza, Thessaloniki and Leipzig Height a.s.l. (m) Color Ratio - 355/532nm Lidar Ratio - 355nm (sr) 1 Leipzig 9 Height a.s.l. (m) Greater variability near the source region Æ mixing with local pollution (southern stations) Color Ratio - 532/164nm Lidar Ratio - 532nm (sr)

20 Mean lidar ratio (LR) and mean aerosol optical depth (AOD) [Atmospheric column and inside the dust layer] Lidar Ratio (sr) Mean Dust Layer Mean Aerosol Optical Depth Integrated Dust Layer 1 AT LC TH PO NA LA LE KB EARLINET Station. AT LC TH PO NA LA LE KB EARLINET Station

21 Main pathways of Saharan dust transport over Europe (based on 4-day air mass trajectory cluster analysis) for 3 selected EARLINET sites Percentage of trajectory paths (%) Barcelona, 4 km asl. Winter Spring Summer Autumn WS CS ES Percentage of trajectory paths (%) Potenza, 3 km asl. Winter Spring Summer Autumn WS CS ES Percentage of trajectory paths (%) Athens, 3 km asl. /31 21 Winter Spring Summer Autumn WS CS ES

22 Possible Pathways of Saharan Dust Transport over Europe WS CS ES 3 1: ~2 % 2: ~ 35 % 3: ~ 25 % 4: ~1 % 5: ~ 1 %

23 Satellite Lidar Dust Measurements CALIPSO Lidar launched on

24 CALIPSO-NTUA lidar, January 26, /1/ nm 532 nm 164 nm Altitude asl. (km) x1-6 4.x1-6 6.x1-6 8.x1-6 1.x1-5 Aerosol backscatter coefficient (1/m*sr) / /164 Altitide asl. (km) Color ratio

25 CALIPSO-NTUA lidar, Jan 26, 27 Athens Calipso Dust layers NTUA lidar

26 Dust event over Athens, Jan 26, 27 during CALIPSO overpass MODIS DREAM model

27 Conclusions - Dust layer thickness ( km) or even higher - Dust layer height ( km asl.) or even higher (8-1 km) - Transport time (2-5 5 days) - Inside dust layer: depolarization ratio: 1-25% (532 nm), mean lidar ratio = 38-6 sr (355 nm), AOT: Higher variability (S. Europe) of the CR values than N. ones stronger mixing of desert aerosols with locally produced ones (pollution aerosol) - TOMS Aerosol Index (AI) values: (Mediterranean Region), (Central Europe) - Max. of Dust Outbreaks: South-South South-eastern Europe: * Summer, early autumn and late spring period (S-SE SE Europe) * Spring and summer (SW, central Europe)

28 Acknowledgements - Our EARLINET colleagues! - Environment Program - European Union (EARLINET project : EVR1- CT ) - 6 th Framework EU programme (EARLINET( EARLINET-ASOSASOS project: RICA ) - German Federal Ministry for Education and Research (ATMOFAST project) - Air mass back trajectories (HYSPLIT-4.6) model (NOAA) - SKIRON/ETA model (UoA( UoA,, Greece) -DREAM model (ICOD/Malta, BSC/Spain)

29 Backup slides

30 SEM images

31 XRD analysis XRD Compound % Na2O MgO Al2O3 K2O SO3 Cl SiO2 TiO2 Fe2O3 CaO Formula

Systematic coordinated Saharan dust profiling over Europe in the frame of the EARLINET project ( )

Systematic coordinated Saharan dust profiling over Europe in the frame of the EARLINET project ( ) 10 th Anniversary Systematic coordinated Saharan dust profiling over Europe in the frame of the EARLINET project (2000-2010) 2010) Alex PAPAYANNIS (Coordinator) and the EARLINET Team Outline Role of aerosols

More information

EARLINET Observations of Saharan Dust Outbreaks over Europe

EARLINET Observations of Saharan Dust Outbreaks over Europe EARLINET Observations of Saharan Dust Outbreaks over Europe Ulla Wandinger Leibniz Institute for Tropospheric Research (TROPOS), Leipzig, Germany with contributions from the TROPOS Ground Based Remote

More information

Misure LIDAR di aerosol e trasporto da sorgenti remote. Gelsomina Pappalardo CNR-IMAA

Misure LIDAR di aerosol e trasporto da sorgenti remote. Gelsomina Pappalardo CNR-IMAA Misure LIDAR di aerosol e trasporto da sorgenti remote Gelsomina Pappalardo CNR-IMAA G. Pappalardo, Misure LIDAR di aerosol e trasporto da sorgenti remote - ISAC Bologna, 9 ottobre Outline Introduction

More information

ACTRIS aerosol vertical profiles: advanced data and their potential use in a aerosol observations/models combined approach

ACTRIS aerosol vertical profiles: advanced data and their potential use in a aerosol observations/models combined approach ACTRIS aerosol vertical profiles: advanced data and their potential use in a aerosol observations/models combined approach Lucia Mona CNR-IMAA, Potenza, Italy mona@imaa.cnr.it and EARLINET Team OUTLINE

More information

Gwangju Institute of Science and Technology (GIST), Gwangju, Republic of Korea

Gwangju Institute of Science and Technology (GIST), Gwangju, Republic of Korea Coordinated lidar observations of Saharan dust over Europe in the frame of EARLINET-ASOS project during CALIPSO overpasses: a strong dust case study analysis with modeling support A. Papayannis a,*, V.

More information

Three years of systematic lidar observations of Saharan dust outbreaks at Naples EARLINET station

Three years of systematic lidar observations of Saharan dust outbreaks at Naples EARLINET station Three years of systematic lidar observations of Saharan dust outbreaks at Naples EARLINET station A. Boselli a, M. Armenante b, G. Pisani c, N. Spinelli c, X. Wang d (a) IMAA-CNR Istituto di Metodologie

More information

Long-term aerosol and cloud database from correlative CALIPSO and EARLINET observations

Long-term aerosol and cloud database from correlative CALIPSO and EARLINET observations Long-term aerosol and cloud database from correlative CALIPSO and EARLINET observations Ulla Wandinger, Anja Hiebsch, Ina Mattis Leibniz Institute for Tropospheric Research, Leipzig, Germany Gelsomina

More information

EARLINET, the ACTRIS aerosol vertical profiling component

EARLINET, the ACTRIS aerosol vertical profiling component EARLINET, the ACTRIS aerosol vertical profiling component L. Mona* and the EARLINET team *CNR-IMAA, Consiglio Nazionale delle Ricerche, Istituto di Metodologie per l Analisi Ambientale ITALY OUTLINE What

More information

Aldemar Knossos Royal Village Conference Center June 1-6, 2008, Crete, Greece

Aldemar Knossos Royal Village Conference Center June 1-6, 2008, Crete, Greece First International Conference: From Deserts to Monsoons Aldemar Knossos Royal Village Conference Center June 1-6, 28, Crete, Greece AEROSOL LOADINGS OVER EASTERN MEDITERRANEAN AND THE CONTRIBUTION OF

More information

Atmospheric aerosol characterization in the urban area of Napoli

Atmospheric aerosol characterization in the urban area of Napoli Atmospheric aerosol characterization in the urban area of Napoli M.Armenante 1, A. Boselli 2, L. Nasti 3, G.Pica 4 N.Spinelli 3, X.Wang 5 1. INFN Sezione di Napoli - ITALY 2.CNR -IMAAi - ITALY 3. CNISM

More information

25 TH INTERNATIONAL LASER RADAR CONFERENCE

25 TH INTERNATIONAL LASER RADAR CONFERENCE PROCEEDINGS OF THE 25 TH INTERNATIONAL LASER RADAR CONFERENCE St.-Petersburg 5 9 July 2010 Volume II Proceedings of the 25 th International Laser Radar Conference, 5 9 July 2010, St.-Petersburg, Russia

More information

25 TH INTERNATIONAL LASER RADAR CONFERENCE

25 TH INTERNATIONAL LASER RADAR CONFERENCE PROCEEDINGS OF THE TH INTERNATIONAL LASER RADAR CONFERENCE St.-Petersburg 9 July Volume II Proceedings of the th International Laser Radar Conference, 9 July, St.-Petersburg, Russia [Electronic source].

More information

Dust modeling and forecasting at the Barcelona Supercomputing Center: activities and developments

Dust modeling and forecasting at the Barcelona Supercomputing Center: activities and developments Dust modeling and forecasting at the Barcelona Supercomputing Center: activities and developments Carlos Pérez 1, José M. Baldasano 1,2, Pedro Jiménez-Guerrero 1, Oriol Jorba 1, Karsten Haustein 1, Emilio

More information

A. Papayannis, D. Balis, V. Amiridis, G. Chourdakis, G. Tsaknakis, C. Zerefos, A. D. A. Castanho, S. Nickovic, S. Kazadzis, J.

A. Papayannis, D. Balis, V. Amiridis, G. Chourdakis, G. Tsaknakis, C. Zerefos, A. D. A. Castanho, S. Nickovic, S. Kazadzis, J. Measurements of Saharan dust aerosols over the Eastern Mediterranean using elastic backscatter-raman lidar, spectrophotometric and satellite observations in the frame of the EARLINET project A. Papayannis,

More information

Validation of ADM-Aeolus L2 aerosol and cloud product employing advanced ground-based lidar measurements (VADAM)

Validation of ADM-Aeolus L2 aerosol and cloud product employing advanced ground-based lidar measurements (VADAM) Validation of ADM-Aeolus L2 aerosol and cloud product employing advanced ground-based lidar measurements (VADAM) V. Amiridis, National Observatory of Athens, Greece U. Wandinger, TROPOS-Leibniz Institute

More information

SYNERGETIC USE OF ACTIVE AND PASSIVE REMOTE SENSING INSTRUMENTS FOR THE SEASONAL VARIANCE OF AEROSOLS OVER CYPRUS

SYNERGETIC USE OF ACTIVE AND PASSIVE REMOTE SENSING INSTRUMENTS FOR THE SEASONAL VARIANCE OF AEROSOLS OVER CYPRUS CEST2013 Athens, Greece Ref no: XXX Proceedings of the 13 th International Conference of Environmental Science and Technology Athens, Greece, 5-7 September 2013 Formatted: English (United States) SYNERGETIC

More information

Aerosols and Clouds: Long-term Database from Spaceborne Lidar Measurements

Aerosols and Clouds: Long-term Database from Spaceborne Lidar Measurements AEROSOLS AND CLOUDS: LONG-TERM DATABASE FROM SPACEBORNE LIDAR MEASUREMENTS ESTEC Contract No. 21487/08/NL/HE Aerosols and Clouds: Long-term Database from Spaceborne Lidar Measurements Executive Summary

More information

Aerosol-type-dependent lidar ratios observed with Raman lidar

Aerosol-type-dependent lidar ratios observed with Raman lidar JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 112,, doi:10.1029/2006jd008292, 2007 Aerosol-type-dependent lidar ratios observed with Raman lidar D. Müller, 1 A. Ansmann, 1 I. Mattis, 1 M. Tesche, 1 U. Wandinger,

More information

Aerosol lidar intercomparison in the framework of the EARLINET project. 1. Instruments

Aerosol lidar intercomparison in the framework of the EARLINET project. 1. Instruments Aerosol lidar intercomparison in the framework of the EARLINET project. 1. Instruments Volker Matthais, Volker Freudenthaler, Aldo Amodeo, Ioan Balin, Dimitris Balis, Jens Bösenberg, Anatoly Chaikovsky,

More information

Storm Warning System Barcelona, November 7-9-, 2007

Storm Warning System Barcelona, November 7-9-, 2007 WMO/GEO Expert Meeting on an Internacional Sand and Dust Storm Warning System Barcelona, November 7-9-, 2007 The WMO Sand and Dust Storm Warning System (SDS-WS) for Europe, Africa and Middle East: a GEO-oriented

More information

Deliverable WP2 / D2.11 (M42) WP2- NA2: Remote sensing of vertical aerosol distribution Deliverable D2.11: Report on 2nd IC campaign

Deliverable WP2 / D2.11 (M42) WP2- NA2: Remote sensing of vertical aerosol distribution Deliverable D2.11: Report on 2nd IC campaign WP2- NA2: Remote sensing of vertical aerosol distribution Deliverable D2.11: Report on 2nd IC campaign Table of Contents 1 Introduction... 2 2 MUSA (reference lidar system)... 4 3 Inter-comparison MALIA

More information

Characterization of free-tropospheric aerosol layers from different source regions

Characterization of free-tropospheric aerosol layers from different source regions Leibniz Institute for Tropospheric Research Leipzig, Germany Characterization of free-tropospheric aerosol layers from different source regions Ina Mattis, Detlef Müller, Albert Ansmann, Ulla Wandinger,

More information

EARLINET: A European Aerosol Research Lidar Network to Establish an Aerosol Climatology

EARLINET: A European Aerosol Research Lidar Network to Establish an Aerosol Climatology Report No. 348 35û û 1û 2û 3û 4û 6û 6û 5û 5û 4û 4û 3û 35û û 1û 2û 3û 4û 3û EARLINET: A European Aerosol Research Lidar Network to Establish an Aerosol Climatology by.. Jens Bösenberg Volker Matthias et

More information

Long-range transport of Saharan dust to northern Europe: The October 2001 outbreak observed with EARLINET

Long-range transport of Saharan dust to northern Europe: The October 2001 outbreak observed with EARLINET JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 108, NO. D24, 4783, doi:10.1029/2003jd003757, 2003 Long-range transport of Saharan dust to northern Europe: The 11 16 October 2001 outbreak observed with EARLINET

More information

ESTIMATION OF BIOGENIC NMVOCs EMISSIONS OVER THE BALKAN REGION

ESTIMATION OF BIOGENIC NMVOCs EMISSIONS OVER THE BALKAN REGION ESTIMATION OF BIOGENIC NMVOCs EMISSIONS OVER THE BALKAN REGION Poupkou A. 1, Symeonidis P. 1, Melas D. 1, Balis D. 1 and Zerefos C. 2,3 1 Laboratory of Atmospheric Physics, Department of Physics, AUTH

More information

Referee Comment #2. The next paragraph is inserted in Section 2.2:

Referee Comment #2. The next paragraph is inserted in Section 2.2: Referee Comment #2 We would like to thank the anonymous referee for taking the time to carefully read the submitted paper and for commenting it. The comments were very useful for improving the readability

More information

EARLINET observations of the May long-range dust transport event during SAMUM 2006: validation of results from dust transport modelling

EARLINET observations of the May long-range dust transport event during SAMUM 2006: validation of results from dust transport modelling PUBLISHED BY THE INTERNATIONAL METEOROLOGICAL INSTITUTE IN STOCKHOLM SERIES B CHEMICAL AND PHYSICAL METEOROLOGY Tellus (2009), 61B, 325 339 Printed in Singapore. All rights reserved C 2008 The Authors

More information

Seasonal variability of aerosol optical properties observed by means of a Raman lidar at an EARLINET site over Northeastern Spain

Seasonal variability of aerosol optical properties observed by means of a Raman lidar at an EARLINET site over Northeastern Spain Atmos. Chem. Phys., 11, 175 190, 2011 www.atmos-chem-phys.net/11/175/2011/ doi:10.5194/acp-11-175-2011 Author(s) 2011. CC Attribution 3.0 License. Atmospheric Chemistry and Physics Seasonal variability

More information

Physicochemical and Optical Properties of Aerosols in South Korea

Physicochemical and Optical Properties of Aerosols in South Korea Physicochemical and Optical Properties of Aerosols in South Korea Seungbum Kim, Sang-Sam Lee, Jeong-Eun Kim, Ju-Wan Cha, Beom-Cheol Shin, Eun-Ha Lim, Jae-Cheol Nam Asian Dust Research Division NIMR/KMA

More information

Airborne High Spectral Resolution Lidar Aerosol Measurements and Comparisons with GEOS-5 Model

Airborne High Spectral Resolution Lidar Aerosol Measurements and Comparisons with GEOS-5 Model Airborne High Spectral Resolution Lidar Aerosol Measurements and Comparisons with GEOS-5 Model Richard Ferrare, Chris Hostetler, John Hair, Anthony Cook, David Harper, Mike Obland, Ray Rogers, Sharon Burton,

More information

GAMINGRE 8/1/ of 7

GAMINGRE 8/1/ of 7 FYE 09/30/92 JULY 92 0.00 254,550.00 0.00 0 0 0 0 0 0 0 0 0 254,550.00 0.00 0.00 0.00 0.00 254,550.00 AUG 10,616,710.31 5,299.95 845,656.83 84,565.68 61,084.86 23,480.82 339,734.73 135,893.89 67,946.95

More information

Lidar intercomparisons on algorithm and system level in the frame of EARLINET

Lidar intercomparisons on algorithm and system level in the frame of EARLINET Report No. 337 mean deviation [%] 4 2-2 Mean deviations within the atmospheric dust layer of all performed intercomparisons 355 nm 532 nm 164 nm -4 1 2 3 4 5 6 7 8 9 1 11 12 13 14 15 16 17 18 19 2 Lidar

More information

European ceilometer and lidar networks for aerosol profiling and aviation safety the German contribution

European ceilometer and lidar networks for aerosol profiling and aviation safety the German contribution European ceilometer and lidar networks for aerosol profiling and aviation safety the German contribution Werner Thomas Deutscher Wetterdienst (DWD) Hohenpeissenberg Meteorological Observatory www.dwd.de/ceilomap

More information

>

> Integrated use of remote sensing and Lidar techniques for the study of air pollution and optical properties of the atmosphere in Cyprus > http://cyprusremotesensing.com/ilatic/ > The project ILATIC "Integrated

More information

Characterization of events of transport over the Mediterranean Basin: the role of Po Valley

Characterization of events of transport over the Mediterranean Basin: the role of Po Valley Characterization of events of transport over the Mediterranean Basin: the role of Po Valley Silvia Bucci Tutore interno Federico Fierli 28 ciclo di Dottorato Università degli studi di Ferrara ISAC CNR

More information

Optimizing Saharan Biogeosciences dust CALIPSO retrievals

Optimizing Saharan Biogeosciences dust CALIPSO retrievals Natural Hazards and Earth System Sciences Atmospheric Atmos. Chem. Phys. Discuss., 13, 14749 1479, 13 www.atmos-chem-phys-discuss.net/13/14749/13/ Chemistry doi:.194/acpd-13-14749-13 Author(s) 13. CC Attribution

More information

INVESTIGATION OF SAHARAN DUST TRANSPORT ON THE BASIS OF AEROLOGICAL MEASUREMENTS

INVESTIGATION OF SAHARAN DUST TRANSPORT ON THE BASIS OF AEROLOGICAL MEASUREMENTS INVESTIGATION OF SAHARAN DUST TRANSPORT ON THE BASIS OF AEROLOGICAL MEASUREMENTS R. TÓTH 1, L. NYITRAI 1 ABSTRACT. Investigation of Saharan dust transport on the basis of aerological measurements. The

More information

Ground-based Validation of spaceborne lidar measurements

Ground-based Validation of spaceborne lidar measurements Ground-based Validation of spaceborne lidar measurements Ground-based Validation of spaceborne lidar measurements to make something officially acceptable or approved, to prove that something is correct

More information

V. Danylevsky Astronomical observatory of National Taras Shevchenko university. Kyiv, Ukraine.

V. Danylevsky Astronomical observatory of National Taras Shevchenko university. Kyiv, Ukraine. V. Danylevsky Astronomical observatory of National Taras Shevchenko university Kyiv, Ukraine vdanylevsky@gmail.com Astronomy and space physics in Kyiv university conference May 24 27, 2016 Kyiv, Ukraine

More information

The World Meteorological Organization (WMO) Sand and Dust Storm Warning System (SDSWS): An Effective Aid in Reducing Adverse Effects on Health

The World Meteorological Organization (WMO) Sand and Dust Storm Warning System (SDSWS): An Effective Aid in Reducing Adverse Effects on Health The World Meteorological Organization (WMO) Sand and Dust Storm Warning System (SDSWS): An Effective Aid in Reducing Adverse Effects on Health Slobodan Nickovic Leonard Barrie World Meteorological Organization,

More information

Crop Monitoring in Europe WINTER CEREAL HARDENING IS PROGRESSING WELL. MARS BULLETIN Vol.20 No.12 (2012)

Crop Monitoring in Europe WINTER CEREAL HARDENING IS PROGRESSING WELL. MARS BULLETIN Vol.20 No.12 (2012) ONLINE VERSION JRC68576 EUR 24736 EN ISSN 1831-9424 ISSN 1831-9793 Crop Monitoring in Europe MARS BULLETIN Vol.20 No.12 (2012) Issued: 17 December 2012 WINTER CEREAL HARDENING IS PROGRESSING WELL The last

More information

Air mass modification over Europe: EARLINET aerosol observations from Wales to Belarus

Air mass modification over Europe: EARLINET aerosol observations from Wales to Belarus JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 109,, doi:10.1029/2004jd005142, 2004 Air mass modification over Europe: EARLINET aerosol observations from Wales to Belarus Ulla Wandinger, 1 Ina Mattis, 1 Matthias

More information

JRC MARS Bulletin Crop monitoring in Europe January 2019

JRC MARS Bulletin Crop monitoring in Europe January 2019 Online version Issued: 21 January 2019 r JRC MARS Bulletin Vol. 27 No 1 JRC MARS Bulletin Crop monitoring in Europe January 2019 Continued mild winter Improved hardening of winter cereals in central and

More information

AEROSOL. model vs data. ECWMF vs AERONET. mid-visible optical depth of aerosol > 1 m diameter. S. Kinne. Max Planck Institute Hamburg, Germany

AEROSOL. model vs data. ECWMF vs AERONET. mid-visible optical depth of aerosol > 1 m diameter. S. Kinne. Max Planck Institute Hamburg, Germany AEROSOL model vs data ECWMF vs AERONET mid-visible optical depth of aerosol > 1 m diameter Max Planck Institute Hamburg, Germany S. Kinne Overview data-sets ECMWF simulations aerosol quality data reference

More information

Using Airborne High Spectral Resolution Lidar Data to Evaluate Combined Active/Passive Retrievals of Aerosol Extinction Profiles

Using Airborne High Spectral Resolution Lidar Data to Evaluate Combined Active/Passive Retrievals of Aerosol Extinction Profiles Using Airborne High Spectral Resolution Lidar Data to Evaluate Combined Active/Passive Retrievals of Aerosol Extinction Profiles Richard Ferrare, Sharon Burton, Chris Hostetler, John Hair, Anthony Cook,

More information

Satellite Constraints on Arctic-region Airborne Particles Ralph Kahn NASA Goddard Space Flight Center

Satellite Constraints on Arctic-region Airborne Particles Ralph Kahn NASA Goddard Space Flight Center Satellite Constraints on Arctic-region Airborne Particles Ralph Kahn NASA Goddard Space Flight Center Sea of Okhotsk, MODIS image Feb. 6, 2007, NASA Earth Observatory Arctic Aerosol Remote Sensing Overview

More information

Seasonal Aerosol Vertical Distribution and Optical Properties over North China Xing-xing GAO, Yan CHEN, Lei ZHANG * and Wu ZHANG

Seasonal Aerosol Vertical Distribution and Optical Properties over North China Xing-xing GAO, Yan CHEN, Lei ZHANG * and Wu ZHANG 2017 International Conference on Energy, Environment and Sustainable Development (EESD 2017) ISBN: 978-1-60595-452-3 Seasonal Aerosol Vertical Distribution and Optical Properties over North China Xing-xing

More information

«Action Thématique Incitative sur Programme» CNRS/INSU

«Action Thématique Incitative sur Programme» CNRS/INSU Development and validation of a regional model of desert dust for the study of seasonal and interannual variations over Sahara and Sahel coupling with satellite observations «Action Thématique Incitative

More information

Advection patterns and aerosol optical and microphysical properties by AERONET over south-east Italy in the central Mediterranean

Advection patterns and aerosol optical and microphysical properties by AERONET over south-east Italy in the central Mediterranean Atmos. Chem. Phys., 8, 1881 1896, 8 www.atmos-chem-phys.net/8/1881/8/ Author(s) 8. This work is distributed under the Creative Commons Attribution 3. License. Atmospheric Chemistry and Physics Advection

More information

Causes of high PM 10 values measured in Denmark in 2006

Causes of high PM 10 values measured in Denmark in 2006 Causes of high PM 1 values measured in Denmark in 26 Peter Wåhlin and Finn Palmgren Department of Atmospheric Environment National Environmental Research Institute Århus University Denmark Prepared 2 October

More information

JRC MARS Bulletin Crop monitoring in Europe. December 2017 Hardening of winter cereals is delayed

JRC MARS Bulletin Crop monitoring in Europe. December 2017 Hardening of winter cereals is delayed MARS Bulletin Vol. 25 No 12 18 December 2017 1 JRC MARS Bulletin Vol. 25 No 12 Period covered: 1 November-12 December Issued: 18 December 2017 JRC MARS Bulletin Crop monitoring in Europe December 2017

More information

CALIBRATION OF 1064 nm-backscatter PROFILES WITH A MULTIWAVELENGTH RAMAN LIDAR *

CALIBRATION OF 1064 nm-backscatter PROFILES WITH A MULTIWAVELENGTH RAMAN LIDAR * CALIBATION OF 164 nm-backscatte POFILES WITH A MULTIWAVELENGTH AMAN LIDA * F. NAVAS-GUZMAN 1,2, J.L. GUEEO-ASCADO 1,2, J.A. BAVO-AANDA 1,2, L. ALADOS-ABOLEDAS 1,2 1 Department of Applied Physics, University

More information

Observation of Smoke and Dust Plume Transport and Impact on the Air Quality Remote Sensing in New York City

Observation of Smoke and Dust Plume Transport and Impact on the Air Quality Remote Sensing in New York City Observation of Smoke and Dust Plume Transport and Impact on the Air Quality Remote Sensing in New York City Yonghua Wu*, Chowdhury Nazmi, Cuiya Li, Daniel Hoyos, Barry Gross, Fred Moshary NOAA-CREST and

More information

Life Cycle of Convective Systems over Western Colombia

Life Cycle of Convective Systems over Western Colombia Life Cycle of Convective Systems over Western Colombia Meiry Sakamoto Uiversidade de São Paulo, São Paulo, Brazil Colombia Life Cycle of Convective Systems over Western Colombia Convective System (CS)

More information

Vertical distribution of dust aerosols from 5 years of CALIPSO observations

Vertical distribution of dust aerosols from 5 years of CALIPSO observations Vertical distribution of dust aerosols from 5 years of CALIPSO observations, Alain Chédin, Sophie Peyridieu Laboratoire de Météorologie Dynamique CNRS/IPSL, Ecole Polytechnique christoforos.tsamalis@lmd.polytechnique.fr

More information

1 Fundamentals of Lidar

1 Fundamentals of Lidar 1 Fundamentals of Lidar The lidar profiling technique (Fiocco, 1963) is based on the study of the interaction between a laser radiation sent into the atmosphere and the atmospheric constituents. The interaction

More information

SUPPORTING MATERIAL Tracing the origin of dioxins in Baltic air using an atmospheric modeling approach

SUPPORTING MATERIAL Tracing the origin of dioxins in Baltic air using an atmospheric modeling approach SUPPORTING MATERIAL Tracing the origin of dioxins in Baltic air using an atmospheric modeling approach Victor Shatalov 1, Jana H. Johansson 2, Karin Wiberg 3, Ian T. Cousins 2 1 Meteorological Synthesizing

More information

Site-testing results by means of an aerosol, backscatter lidar at the Roque de los Muchachos Observatory

Site-testing results by means of an aerosol, backscatter lidar at the Roque de los Muchachos Observatory - 1 - Site-testing results by means of an aerosol, backscatter lidar at the Roque de los Muchachos Observatory Michaël Sicard Universitat Politècnica de Catalunya / Institut d'estudis Espacials de Catalunya,

More information

Aerosol Optical Depth Variation over European Region during the Last Fourteen Years

Aerosol Optical Depth Variation over European Region during the Last Fourteen Years Aerosol Optical Depth Variation over European Region during the Last Fourteen Years Shefali Singh M.Tech. Student in Computer Science and Engineering at Meerut Institute of Engineering and Technology,

More information

Variability and trends in daily minimum and maximum temperatures and in diurnal temperature range in Lithuania, Latvia and Estonia

Variability and trends in daily minimum and maximum temperatures and in diurnal temperature range in Lithuania, Latvia and Estonia Variability and trends in daily minimum and maximum temperatures and in diurnal temperature range in Lithuania, Latvia and Estonia Jaak Jaagus Dept. of Geography, University of Tartu Agrita Briede Dept.

More information

Optical properties of different aerosol types: seven years of combined Raman-elastic backscatter lidar measurements in Thessaloniki, Greece

Optical properties of different aerosol types: seven years of combined Raman-elastic backscatter lidar measurements in Thessaloniki, Greece Atmos. Meas. Tech., 3, 569 578, 21 www.atmos-meas-tech.net/3/569/21/ doi:1.5194/amt-3-569-21 Author(s) 21. CC Attribution 3. License. Atmospheric Measurement Techniques Optical properties of different

More information

Evaluation of the impact of atmospheric pressure loading modeling on GNSS data analysis

Evaluation of the impact of atmospheric pressure loading modeling on GNSS data analysis Evaluation of the impact of atmospheric pressure loading modeling on GNSS data analysis R. Dach a, J. Böhm b, S. Lutz a, and P. Steigenberger c a Astronomical Institute, University of Bern, Bern, Switzerland

More information

Name of research institute or organization: École Polytechnique Fédérale de Lausanne (EPFL)

Name of research institute or organization: École Polytechnique Fédérale de Lausanne (EPFL) Name of research institute or organization: École Polytechnique Fédérale de Lausanne (EPFL) Title of project: Study of the atmospheric aerosols, water vapor and temperature by LIDAR Project leader and

More information

University, Tbilisi, Georgia c Institute for Space Applications and Remote Sensing, National

University, Tbilisi, Georgia c Institute for Space Applications and Remote Sensing, National This article was downloaded by: [National Observator of Athens ] On: 10 July 2012, At: 07:49 Publisher: Taylor & Francis Informa Ltd Registered in England and Wales Registered Number: 1072954 Registered

More information

Low Arabian dust extinction-to-backscatter ratio

Low Arabian dust extinction-to-backscatter ratio GEOPHYSICAL RESEARCH LETTERS, VOL. 40, 4762 4766, doi:10.1002/grl.50898, 2013 Low Arabian dust extinction-to-backscatter ratio R. E. Mamouri, 1 A. Ansmann, 2 A. Nisantzi, 1 P. Kokkalis, 3 A. Schwarz, 2

More information

Micro pulse lidar observation of high altitude aerosol layers at Visakhapatnam located on the east coast of India

Micro pulse lidar observation of high altitude aerosol layers at Visakhapatnam located on the east coast of India GEOPHYSICAL RESEARCH LETTERS, VOL. 34, L03815, doi:10.1029/2006gl028199, 2007 Micro pulse lidar observation of high altitude aerosol layers at Visakhapatnam located on the east coast of India K. Niranjan,

More information

Advanced characterization of aerosol properties through the combination of active/ passive ground-based remote sensing (and in situ measurements)

Advanced characterization of aerosol properties through the combination of active/ passive ground-based remote sensing (and in situ measurements) Advanced characterization of aerosol properties through the combination of active/ passive ground-based remote sensing (and in situ measurements) Test of new approaches to retrieve aerosol properties from

More information

Data Assimilation of Satellite Lidar Aerosol Observations

Data Assimilation of Satellite Lidar Aerosol Observations Data Assimilation of Satellite Lidar Aerosol Observations Thomas Sekiyama Meteorological Research Institute Japan Meteorological Agency (MRI/JMA) AICS Data Assimilation Workshop, 27 February 2013, Kobe,

More information

Application of the Lidar/photometer algorithm: dust model evaluation

Application of the Lidar/photometer algorithm: dust model evaluation Manuscript prepared for Atmos. Meas. Tech. with version /7/9 7. Copernicus papers of the L A TEX class copernicus.cls. Date: December Application of the Lidar/photometer algorithm: dust model evaluation

More information

Developments in CALIOP Aerosol Products. Dave Winker

Developments in CALIOP Aerosol Products. Dave Winker Developments in CALIOP Aerosol Products Dave Winker NASA Langley Research Center Hampton, VA Winker - 1 Outline Level 3 aerosol product (beta-version) Version 4 Level 1 product A few CALIOP assimilation

More information

Who is polluting the Columbia River Gorge?

Who is polluting the Columbia River Gorge? Who is polluting the Columbia River Gorge? Final report to the Yakima Nation Prepared by: Dan Jaffe, Ph.D Northwest Air Quality, Inc. 7746 Ravenna Avenue NE Seattle WA 98115 NW_airquality@hotmail.com December

More information

ACTRIS TNA Activity Report

ACTRIS TNA Activity Report ACTRIS TNA Activity Report Quality Assurance Training for Lidar operation at University of Warsaw (QAT4LUW) Project leader: Iwona Stachlewska Participants: Iwona Stachlewska and Montserrat Costa-Surós

More information

The regional distribution characteristics of aerosol optical depth over the Tibetan Plateau

The regional distribution characteristics of aerosol optical depth over the Tibetan Plateau The regional distribution characteristics of aerosol optical depth over the Tibetan Plateau C. Xu, Y. M. Ma, CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences xuchao@itpcas.ac.cn

More information

MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING

MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING MODEL LIDAR COMPARISON OF DUST VERTICAL DISTRIBUTIONS OVER ROME (ITALY) DURING - Pavel Kishcha (), Francesca Barnaba (), Giant P. Gobbi (), Pinhas Alpert (), Alon Shtivelman (), Simon Kricha (), and Joachin

More information

STATISTICS OF OPTICAL AND GEOMETRICAL PROPERTIES OF CIRRUS CLOUD OVER TIBETAN PLATEAU MEASURED BY LIDAR AND RADIOSONDE

STATISTICS OF OPTICAL AND GEOMETRICAL PROPERTIES OF CIRRUS CLOUD OVER TIBETAN PLATEAU MEASURED BY LIDAR AND RADIOSONDE STATISTICS OF OPTICAL AND GEOMETRICAL PROPERTIES OF CIRRUS CLOUD OVER TIBETAN PLATEAU MEASURED BY LIDAR AND RADIOSONDE Guangyao Dai 1, 2*, Songhua Wu 1, 3, Xiaoquan Song 1, 3, Xiaochun Zhai 1 1 Ocean University

More information

Remote Sensing ISSN

Remote Sensing ISSN Remote Sens. 2010, 2, 2127-2135; doi:10.3390/rs2092127 Communication OPEN ACCESS Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Determination of Backscatter-Extinction Coefficient Ratio

More information

SO2 observation at the summit of Mt. Fuji

SO2 observation at the summit of Mt. Fuji SO observation at the summit of Mt. Fuji Yasuhito Igarashi 1, Yosuke Sawa 1, Katsuhiro Yoshioka, Hiroshi Takahashi 3, Hidekazu Matsueda 1, Yukiko Dokiya 1 Geochemical Research Department, Meteorological

More information

Crop monitoring in Europe

Crop monitoring in Europe Online version Issued: 19 December r JRC MARS Bulletin Vol 24 No 12 JRC MARS Bulletin Crop monitoring in Europe December 2016 Delayed hardening in large parts of Europe Cold air intrusion expected after

More information

JRC MARS Bulletin Crop monitoring in Europe January 2016 Weakly hardened winter cereals

JRC MARS Bulletin Crop monitoring in Europe January 2016 Weakly hardened winter cereals Online version Issued: 25January 2016 r JRC MARS Bulletin Vol. 24 No 1 JRC MARS Bulletin Crop monitoring in Europe January 2016 Weakly hardened winter cereals A first cold spell is likely to have caused

More information

ACTRIS TNA Activity Report

ACTRIS TNA Activity Report ACTRIS TNA Activity Report Characterization of Aerosol mixtures of Dust And MArine origin by synergy of lidar, sunphotometer and surface/airborne in situ, ADAMA Natalia Kouremeti Introduction and motivation

More information

Vertical distribution of Saharan dust over Rome (Italy): Comparison between 3-year model predictions and lidar soundings

Vertical distribution of Saharan dust over Rome (Italy): Comparison between 3-year model predictions and lidar soundings JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 110,, doi:10.1029/2004jd005480, 2005 Vertical distribution of Saharan dust over Rome (Italy): Comparison between 3-year model predictions and lidar soundings P. Kishcha

More information

JRC MARS Bulletin Crop monitoring in Europe. January 2017 Minor frost damages so far. Improved hardening of winter cereals in central Europe

JRC MARS Bulletin Crop monitoring in Europe. January 2017 Minor frost damages so far. Improved hardening of winter cereals in central Europe MARS Bulletin Vol. 25 No 1 23 January 2017 1 JRC MARS Bulletin Vol. 25 No 1 Period covered: 1 December 2016-16 January 2017 Issued: 23 January 2017 JRC MARS Bulletin Crop monitoring in Europe January 2017

More information

PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION

PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION SUBMITTED BY- PRIYANKA GUPTA 2011CH70177 RINI KAPOOR 2011CH70179 INDIVIDUAL CONTRIBUTION- Priyanka Gupta- analysed data of region considered in India (West:80,

More information

Trends and Patterns in Atmospheric Optical Depth at Diekirch, Luxembourg ( )

Trends and Patterns in Atmospheric Optical Depth at Diekirch, Luxembourg ( ) Trends and Patterns in Atmospheric Optical Depth at Diekirch, Luxembourg (1997-2007) Francis Massen (francis.massen@education.lu) Meteorological Station of the Lycée Classique de Diekirch (LCD) http://meteo.lcd.lu

More information

Big Bend Regional Aerosol & Visibility Observational Study

Big Bend Regional Aerosol & Visibility Observational Study Big Bend Regional Aerosol & Visibility Observational Study BRAVO - Results Bret Schichtel National Park Service, Schichtel@cira.colostate.edu Presented at the BRAVO Public Meeting Alpine, Texas September

More information

Optical characteristics of desert dust over the East Mediterranean during summer: a case study

Optical characteristics of desert dust over the East Mediterranean during summer: a case study Ann. Geophys., 24, 87 821, 26 www.ann-geophys.net/24/87/26/ European Geosciences Union 26 Annales Geophysicae Optical characteristics of desert dust over the East Mediterranean during summer: a case study

More information

Application of the dust simulation models in the Middle East, and dust-dispersion toward the western/southwestern Iran (case study: June 2010)

Application of the dust simulation models in the Middle East, and dust-dispersion toward the western/southwestern Iran (case study: June 2010) Vol.5, No.7, 818-831 (2013) http://dx.doi.org/10.4236/ns.2013.57099 Natural Science Application of the dust simulation models in the Middle East, and dust-dispersion toward the western/southwestern Iran

More information

SOLAR POWER FORECASTING BASED ON NUMERICAL WEATHER PREDICTION, SATELLITE DATA, AND POWER MEASUREMENTS

SOLAR POWER FORECASTING BASED ON NUMERICAL WEATHER PREDICTION, SATELLITE DATA, AND POWER MEASUREMENTS BASED ON NUMERICAL WEATHER PREDICTION, SATELLITE DATA, AND POWER MEASUREMENTS Detlev Heinemann, Elke Lorenz Energy Meteorology Group, Institute of Physics, Oldenburg University Workshop on Forecasting,

More information

Lidar Investigations of Atmospheric Aerosols over Sofia

Lidar Investigations of Atmospheric Aerosols over Sofia Bulg. J. Phys. 43 (2016) 266 278 Lidar Investigations of Atmospheric Aerosols over Sofia T. Dreischuh, A. Deleva, Z. Peshev, I. Grigorov, G. Kolarov, D. Stoyanov Institute of Electronics, Bulgarian Academy

More information

Multi-instrumental study of aerosol optical properties over the city of Sao Paulo: Lidar, sunphotometer and CALIPSO satellite

Multi-instrumental study of aerosol optical properties over the city of Sao Paulo: Lidar, sunphotometer and CALIPSO satellite Multi-instrumental study of aerosol optical properties over the city of Sao Paulo: Lidar, sunphotometer and CALIPSO satellite Fábio Juliano da Silva Lopes (*), Eduardo Landulfo Instituto de Pesquisas Energéticas

More information

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region Table 1: Reported cases for the period January December 2018 (data as of 01 February 2019)

More information

Four-year aerosol observations with a Raman lidar at Thessaloniki, Greece, in the framework of European Aerosol Research Lidar Network (EARLINET)

Four-year aerosol observations with a Raman lidar at Thessaloniki, Greece, in the framework of European Aerosol Research Lidar Network (EARLINET) JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 110,, doi:10.1029/2005jd006190, 2005 Four-year aerosol observations with a Raman lidar at Thessaloniki, Greece, in the framework of European Aerosol Research Lidar

More information

Water vapour above Switzerland over the last 12 years

Water vapour above Switzerland over the last 12 years Water vapour above Switzerland over the last 12 years June Morland*, Martine Collaud**, Klemens Hocke*, Pierre Jeannet**, Christian Mätzler* *Institute of Applied Physics, University of Bern **MeteoSwiss

More information

Interannual variation of MODIS NDVI in Lake Taihu and its relation to climate in submerged macrophyte region

Interannual variation of MODIS NDVI in Lake Taihu and its relation to climate in submerged macrophyte region Yale-NUIST Center on Atmospheric Environment Interannual variation of MODIS NDVI in Lake Taihu and its relation to climate in submerged macrophyte region ZhangZhen 2015.07.10 1 Outline Introduction Data

More information

Dust storm variability over EGYPT By Fathy M ELashmawy Egyptian Meteorological Authority

Dust storm variability over EGYPT By Fathy M ELashmawy Egyptian Meteorological Authority WMO WORKSHOP ON CLIMATE MONITORING INCLUDING THE IMPLEMENTATION OF CLIMATE WATCH SYSTEMS FOR ARAB COUNTRIES IN WEST ASIA, AMMAN, JORDAN, 27-29 MAY 2013 Dust storm variability over EGYPT By Fathy M ELashmawy

More information

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the European Region

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the European Region A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the European Region Table : Reported measles cases for the period January December 207 (data as of 02 February

More information

AD HOC DRAFTING GROUP ON TRANSNATIONAL ORGANISED CRIME (PC-GR-COT) STATUS OF RATIFICATIONS BY COUNCIL OF EUROPE MEMBER STATES

AD HOC DRAFTING GROUP ON TRANSNATIONAL ORGANISED CRIME (PC-GR-COT) STATUS OF RATIFICATIONS BY COUNCIL OF EUROPE MEMBER STATES Strasbourg, 29 May 2015 PC-GR-COT (2013) 2 EN_Rev AD HOC DRAFTING GROUP ON TRANSNATIONAL ORGANISED CRIME (PC-GR-COT) STATUS OF RATIFICATIONS BY COUNCIL OF EUROPE MEMBER STATES TO THE UNITED NATIONS CONVENTION

More information

Time Series Analysis

Time Series Analysis Time Series Analysis A time series is a sequence of observations made: 1) over a continuous time interval, 2) of successive measurements across that interval, 3) using equal spacing between consecutive

More information

Mineral desert dust: Comparison. between Tel-Aviv University dust forecasts and PM10 data. 3-rd Year Lab course.

Mineral desert dust: Comparison. between Tel-Aviv University dust forecasts and PM10 data. 3-rd Year Lab course. 3-rd Year Lab course Mineral desert dust: Comparison between Tel-Aviv University dust forecasts and PM10 data Pavel Kishcha Tel-Aviv University email: pavelk@post.tau.ac.il The Objectives of the Lab The

More information

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region

WHO EpiData. A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region A monthly summary of the epidemiological data on selected Vaccine preventable diseases in the WHO European Region Table : Reported cases for the period November 207 October 208 (data as of 30 November

More information