NWC SAF ENTERING A NEW PHASE
|
|
- Marcus Mitchell
- 5 years ago
- Views:
Transcription
1 NWC SAF ENTERING A NEW PHASE Pilar Fernández Agencia Estatal de Meterlgía (AEMET) Lenard Priet Castr, 8; Madrid, Spain Phne: , Fax: mafernandeza@aemet.es Abstract The Satellite Applicatin Facility n supprt t Nwcasting and Very Shrt-Range Frecasting (NWC SAF) entered the Secnd Cntinuus Develpment and Operatins Phase (CDOP-2) in March The bjectives are t cntinue prviding t Natinal Meterlgical Services, Scientific Institutins and, in general, meterlgical users frm EUMETSAT member states and wrldwide with an advanced, rbust and reliable system t supprt bth peratinal and research activities in Nwcasting and very shrt range frecasting activities, by means f: The prductin and prvisin f a sftware applicatin fr the near real time generatin f a set f meterlgical prducts t supprt Nwcasting activities, and The prvisin f supprt services t final users t allw the maximum explitatin and benefit f the sftware applicatin and the transfer f knwledge frm the NWC SAF cnsrtium t its users. In rder t achieve these bjectives, NWC SAF currently relies n user-friendly, flexible, stable and well validated sftware packages with a variety f peratinal prducts, als well validated, knwn t be a unique surce f prducts. NWC SAF als prvides a very gd user service via helpdesk. Taking int accunt the accumulated experience and lessns learnt frm past phases, the main changes fr CDOP-2 are as fllws: T extend the perability f its packages t ther satellites and t get prepared fr MTG and EPS-SG. T develp new prducts and imprve the current nes accrding t Nwcasting state f the art and user requirements. T strengthen crdinatin with Central Applicatins Facility (CAF) and the ther Satellite Applicatin Facilities (SAF) thrugh dedicated cperatin and federated activities. This presentatin attempts t describe the gals attained at the end f the CDOP phase as well as t present the preliminary CDOP-2 activities and prspects. INTRODUCTION The NWC SAF belngs t the EUMETSAT Satellite Applicatin Facilities, dedicated centres fr satellite data prcessing as part f the distributed EUMETSAT Grund Segment. The Nwcasting Team is led by AEMET with participatin f the meterlgical services f France, Sweden and Austria. OBJECTIVES AND PHASES The general bjectives f NWC SAF are the develpment f Nwcasting prducts derived frm bth gestatinary (GEO) and plar platfrm systems (PPS) data, distributed t the users as sftware
2 packages. The Team is then respnsible fr the develpment and maintenance f bth prducts and sftware and als fr the user supprt. Cncerning the phases, after a develpment phase between 1997 and 2002, 48 users were licensed at the end f the Initial Operatins Phase ( ), when the distributins started. Between March 2007 and February 2012, the Cntinuus Develpment and Operatins Phase ended with the NWC prducts in a very gd shape and 96 users licensed. The CDOP-2 started in March 2012 and since then 77 users have already updated the license. CDOP-2 OVERVIEW Accrding t Figure 1, the CDOP-2 will have five imprtant landmarks cincident with the SW distributins. Tw Plar Platfrm Systems versins will be released n 2014 and 2016 and three gestatinary versins in the dd years (2013, 2015 and 2017). Frm v2015 the GEO applicatin will be able t perate ther gestatinary satellites, new prducts will be available and we will start preparatins fr the future Eurpean satellites. Three users wrkshps will be held, tw f them devted t engineering issues and ne fr assessing the prducts applicability and fr cllecting user requirements fr the next phase. Figure 1: NWC SAF CDOP-2 planning PRODUCTS The NWC prducts at the end f the CDOP can be cmpiled in grups f Cluds, Precipitatin, Cnvectin, Clear Air Instability, Wind and Meterlgical Systems. The fllwing paragraphs refer t the current status f these prducts as well as the imprvements t be implemented in the new phase and an verview f the new prpsed prducts. The clud prducts fr the GEO package, Clud Mask (CMA), Clud Type (CT) and Clud Tp Temperature and Height (CTTH) have been well cnslidated with relevant imprvements alng the CDOP, f which an example is displayed in Figure 2. Figure 2: NWC/GEO Clud example 2
3 Fr the current phase, better detected and classified cirrus, cumulus and stratus separatin, multilevel cluds, and CTTH perfrmance near trppause will be sme f the imprvements. A new prduct based n clud tp micrphysics prperties is als being develped f which an early prttype is displayed in Figure 3 applied t precipitatin. The precipitatin prducts, Precipitating Cluds (PC) and Cnvectin Rainfall Rate (CRR), are being imprved by using the mentined clud micrphysical prperties. The Figure 3 shws in the left hand side the radar image and the current perfrmance fr the Cnvectin Rainfall Rate. On the right hand side, the new CRR image using the physical prperties shws a mre realistic perfrmance cmpared t the radar ne which is ur grund truth. Figure 3: New micrphysics algrithm applied t precipitatin The imprvements fr the Clear Air prducts (SPhR), Precipitable Water and Instability Indices, will be based amng ther, n the Numerical Weather Predictin hybrid levels management f which, sme preliminary tests are displayed in Figure 4 (Martinez M.A., 2010). Figure 4: Spatial distributin f the TPW RMSE. January-December 2009 The High Reslutin Winds (HRW) is a well cnslidated prduct that in the current versin can use up t 7 SEVIRI channels and the height assignment has been imprved thrugh the CCC methd in cperatin with EUMETSAT (Figure 5). This prduct can easily be run and has great advantages as standalne sftware fr Autmatic Mtin Vectr calculatin. 3
4 Figure 5: Cmparisn between the HRW based n 7 SEVIRI channels (right) and 2 SEVIRI channels (left) The new prduct in the wind grup, the Extraplated Imagery, is a kinematic tl allwing the extraplatin f prducts and ther images up t 1 hur. Fr the Meterlgical Systems, the Autmatic Satellite Image Interpretatin (ASII) will evlve t a New Generatin prduct prviding Prbability Fields and Clear Air Turbulence Predictin. Fr Cnvectin, the Rapid Develpment Thunderstrm (RDT) prduct will generate tw new utputs, a Cnvectin Warning and a Cnvectin Trajectry, taking advantage f ther NWC SAF prducts. A new prduct strngly requested by the users is the Cnvectin Initiatin. This prduct calculates a cnvectin prbability based amng ther parameters n the instability indices, clud infrmatin and wind frm the NWC SAF package (Figure 6). Figure 6: Cnvectin prbability scheme using instability, clud and wind NWC SAF prducts The PPS Clud prducts, Clud Mask (CMA), Clud Type (CT) and Clud Tp Temperature and Height (CTTH), include in the current versin the recently peratinal Clud Physical Prperties (CPP). Fractinal water cluds detectin, multilevel cluds and clud height estimates will be sme f the imprvements. The PPS precipitatin prduct (PC) will als be imprved taking advantage f the clud physical prperties as well as using a retrieval algrithm based n Micrwave data. A new rainfall rate utput is als expected. These prducts apply t NOAA, Metp and NPP systems. GEO EXTENSION Fllwing a strng request by a number f NWC SAF users, we intend t extend the current MSG package t prcess data frm ther gestatinary satellites. This GEO applicatin, able t prcess the 4
5 bservatins frm a generic gestatinary satellite, is expected t be available in versin The NWC SAF prducts are als intended t be scientifically tuned afterwards taking the maximum benefits f the spectral and spatial reslutin f the selected platfrm. The pssible candidates fr the scientific adaptatin are GOES-R and Himawari-8, depending n the launch schedule and instrument characteristics (see Figure 7). Figure 7: Candidates fr the NWC SAF GEO scientific tuning Sme adaptatins have already been made by users in cuntries utside f the MSG cverage, as the Autmatic Satellite Image Interpretatin adapted t the Krean satellite COMS by the Krean Meterlgical Agency. MTG & EPS-SG PREPARATIONS The gestatinary applicatin will be prepared fr MTG Flexible Cmbined Imager data thrugh simulatins and similar satellite channels (MODIS) and assessment activities fr the MTG clud prcessing in the EUMETSAT central facilities will als be perfrmed. An active participatin in the MTG Infrared Sunder Science Team (MIST) as well as early studies fr the Infrared Sunder data cntributes t MTG-IRS preparatins. There will als be sme studies f precipitatin sensrs fr EPS-SG. CONCLUSIONS The NWC SAF sftware packages and the peratinal prducts have entered this new phase in a very gd shape. An imprtant upgrade will take place with the 2015 versin which will extend the MSG applicatin t ther gestatinary satellites. V2015 will als include new develpments such as Cnvectin Initiatin, Extraplated Imagery, Clud Micrphysical Prperties and a New Generatin f the Autmatic Interpretatin prduct. Ging nwards int the future, we intend t adapt the sftware and the prducts fr the frthcming Eurpean satellites in clse cperatin with the EUMETSAT Secretariat. REFERENCES Martinez M.A., J. LI, R. Rmer, (2010), NWCSAF/MSG PGE13 Physical Retrieval Prduct Versin 2010, Prceedings, 2010 EUMETSAT Meterlgical Satellite Cnference, Córdba, Spain 5
Introduction to the NWC SAF
Introduction to the NWC SAF NWC SAF Event Week EUMeTrain course 18-22 November, online P. Fernández 1 Where are you listening from? Contents SAF Network scope NWC SAF Overview Products Next versions 2014
More informationPRESENTATION OF MONITORING AND HIGH RESOLUTION HAIL FALL CHARACTERISATION SERVICE IN EUROPE "HAIL WARNING"
PRESENTATION OF MONITORING AND HIGH RESOLUTION HAIL FALL CHARACTERISATION SERVICE IN EUROPE "HAIL WARNING" HAIL WARNING EUROPE SERVICE: methdlgy Stage 1 Identificatin f the areas affected by strm cells
More informationMeteorological Satellites (MetSat)
Meterlgical Satellites (MetSat) Meterlgical Satellites, cnstellatins, applicatins, develpment Speaker: Markus Dreis (EUMETSAT) 1 ITU/SPBPU SEMINAR FOR CIS AND EUROPE, 6-8 June 2018, St. Petersburg Definitin
More informationOperational Use of the Model Crocus
Operatinal Use f the Mdel Crcus by French Avalanche Frecast Services E.Brun Meterlgie Natinale Centre d'etudes de la Neige BP 44 Dmaine Universitaire 3842 St-Martin d 'eres France ntrductin Since 1971
More informationNUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION
NUROP Chinese Pinyin T Chinese Character Cnversin NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION CHIA LI SHI 1 AND LUA KIM TENG 2 Schl f Cmputing, Natinal University f Singapre 3 Science
More informationINTERNATIONAL BIRD STRIKE COMMITTEE IBSC27/WP X-3 Athens, May 2005 BIRD AVOIDANCE MODELS VS. REALTIME BIRDSTRIKE WARNING SYSTEMS A COMPARISON
INTERNATIONAL BIRD STRIKE COMMITTEE IBSC27/WP X-3 Athens, 23-27 May 2005 BIRD AVOIDANCE MODELS VS. REALTIME BIRDSTRIKE WARNING SYSTEMS A COMPARISON Wilhelm Ruhe, Dipl.Met., M.Sc. Bundeswehr Ge Infrmatin
More informationNWC-SAF Satellite Application Facility in Support to Nowcasting and Very Short Range Forecasting
NWC-SAF Satellite Application Facility in Support to Nowcasting and Very Short Range Forecasting Marianne König Slide 1 Satellite Application Facilities (SAFs) in Europe Member State Cooperating State
More informationUBIMET. Climate Change Adaptation Strategies
UBIMET Climate Change Adaptatin Strategies UBIMET INSTITUTE FOR UBIQUITOUS METEOROLOGY Internatinal Meterlgical Institute Funded in 2004 by a meterlgist and a chemist Glbal scpe / headquarters in Vienna,
More informationEnhancing Performance of MLP/RBF Neural Classifiers via an Multivariate Data Distribution Scheme
Enhancing Perfrmance f / Neural Classifiers via an Multivariate Data Distributin Scheme Halis Altun, Gökhan Gelen Nigde University, Electrical and Electrnics Engineering Department Nigde, Turkey haltun@nigde.edu.tr
More informationQuestions? Contact the guys below for help. Social Media Information
Questins? Cntact the guys belw fr help. Scial Media Infrmatin G t any NWS ffice website and click n the scial media buttn n the tp left f the page. That will take yu t the lcal ffice pages where yu can
More informationTechnical Bulletin. Generation Interconnection Procedures. Revisions to Cluster 4, Phase 1 Study Methodology
Technical Bulletin Generatin Intercnnectin Prcedures Revisins t Cluster 4, Phase 1 Study Methdlgy Release Date: Octber 20, 2011 (Finalizatin f the Draft Technical Bulletin released n September 19, 2011)
More informationFabrication Thermal Test. Methodology for a Safe Cask Thermal Performance
ENSA (Grup SEPI) Fabricatin Thermal Test. Methdlgy fr a Safe Cask Thermal Perfrmance IAEA Internatinal Cnference n the Management f Spent Fuel frm Nuclear Pwer Reactrs An Integrated Apprach t the Back-End
More informationthe results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must
M.E. Aggune, M.J. Dambrg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment f pwer systems using artificial neural netwrks", Prceedings f the NSF Wrkshp n Applicatins
More informationChanges to Aviation Weather Center Products/Services
Changes t Aviatin Weather Center Prducts/Services Cllabrative Aviatin Weather Statement Autmated CCFP Area Frecasts Replaced with Hires SIGMET/AIRMET Better Website Better ADDS backend Cllabrative Aviatin
More informationChapter 3: Cluster Analysis
Chapter 3: Cluster Analysis } 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries } 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA
More informationAPPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL
JP2.11 APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL Xingang Fan * and Jeffrey S. Tilley University f Alaska Fairbanks, Fairbanks,
More informationProduct authorisation in case of in situ generation
Prduct authrisatin in case f in situ generatin Intrductin At the 74 th CA meeting (27-29 September 2017), Aqua Eurpa and ECA Cnsrtium presented their cncerns and prpsals n the management f the prduct authrisatin
More informationWagon Markings Guidelines
Versin / Status: V 3.0 / apprved Wagn Markings Guidelines 1. Intrductin Article 4, para 4 f the Safety Directive (2004/49/EG amended by 2008/110/EC) stipulates the respnsibility f each manufacturer, maintenance
More informationAutomated Production of Photovoltaic Arrays for Satellites
Autmated Prductin f Phtvltaic Arrays fr Satellites Elie DAWIDOWICZ / Daniel BOURIC Innv'actinAerspace 4.0 1 Outline PVA Factry4.0 Presentatin f space slar panels as a prduct Space f the Future When Factry
More informationmaking triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=
Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents
More informationLand Information New Zealand Topographic Strategy DRAFT (for discussion)
Land Infrmatin New Zealand Tpgraphic Strategy DRAFT (fr discussin) Natinal Tpgraphic Office Intrductin The Land Infrmatin New Zealand Tpgraphic Strategy will prvide directin fr the cllectin and maintenance
More informationGENESIS Structural Optimization for ANSYS Mechanical
P3 STRUCTURAL OPTIMIZATION (Vl. II) GENESIS Structural Optimizatin fr ANSYS Mechanical An Integrated Extensin that adds Structural Optimizatin t ANSYS Envirnment New Features and Enhancements Release 2017.03
More informationSNOW AND AVALANCHES FORECASTING OVER THE ANDES MOUNTAlNS. Jose A. Vergara* Departamento de Geoflsica, Universidad de Chile
SNOW AND AVALANCHES FORECASTNG OVER THE ANDES MOUNTAlNS Jse A. Vergara* Departament de Geflsica, Universidad de Chile Rene len, Camins y Nieve, ANDNA-CODElCO, CHLE ABSTRACT: During the last three years
More informationBuilding research leadership consortia for Quantum Technology Research Hubs. Call type: Expression of Interest
Building research leadership cnsrtia fr Quantum Technlgy Research Hubs Call type: Expressin f Interest Clsing date: 17:00, 07 August 2018 Hw t apply: Expressin f Interest (EI) fr research leaders t attend
More informationEUMETSAT SAF NETWORK. Lothar Schüller, EUMETSAT SAF Network Manager
1 EUMETSAT SAF NETWORK Lothar Schüller, EUMETSAT SAF Network Manager EUMETSAT ground segment overview METEOSAT JASON-2 INITIAL JOINT POLAR SYSTEM METOP NOAA SATELLITES CONTROL AND DATA ACQUISITION FLIGHT
More informationValidation Report for Precipitation products from Cloud Physical Properties (PPh-PGE14: PCPh v1.0 & CRPh v1.0)
Page: 1/26 Validation Report for Precipitation SAF/NWC/CDOP2/INM/SCI/VR/15, Issue 1, Rev. 0 15 July 2013 Applicable to SAFNWC/MSG version 2013 Prepared by AEMET Page: 2/26 REPORT SIGNATURE TABLE Function
More informationPattern Recognition 2014 Support Vector Machines
Pattern Recgnitin 2014 Supprt Vectr Machines Ad Feelders Universiteit Utrecht Ad Feelders ( Universiteit Utrecht ) Pattern Recgnitin 1 / 55 Overview 1 Separable Case 2 Kernel Functins 3 Allwing Errrs (Sft
More informationNEW Pecan Scab Model Description
Edited: June 28, 2005 NEW Pecan Scab Mdel Descriptin Mdel active frm March 1 t August 31 The Oklahma Mesnet, in cperatin with scientists and prfessinals frm Oklahma State University and the University
More informationMODULE FOUR. This module addresses functions. SC Academic Elementary Algebra Standards:
MODULE FOUR This mdule addresses functins SC Academic Standards: EA-3.1 Classify a relatinship as being either a functin r nt a functin when given data as a table, set f rdered pairs, r graph. EA-3.2 Use
More informationEUMETSAT SAF NETWORK. Lothar Schüller, EUMETSAT SAF Network Manager
1 EUMETSAT SAF NETWORK Lothar Schüller, EUMETSAT SAF Network Manager EUMETSAT ground segment overview METEOSAT JASON-2 INITIAL JOINT POLAR SYSTEM METOP NOAA SATELLITES CONTROL AND DATA ACQUISITION FLIGHT
More informationUN Committee of Experts on Environmental Accounting New York, June Peter Cosier Wentworth Group of Concerned Scientists.
UN Cmmittee f Experts n Envirnmental Accunting New Yrk, June 2011 Peter Csier Wentwrth Grup f Cncerned Scientists Speaking Ntes Peter Csier: Directr f the Wentwrth Grup Cncerned Scientists based in Sydney,
More informationBetter definition of the objective, novelty and relevance of this study improving the structure, content and length of the publication accordingly:
Answers t REVIEW2 Interactive cmment n An imprved perspective in the representatin f sil misture: ptential added value f SMOS disaggregated 1km reslutin prduct by Samir Khdayar et al. Answers t Reviewer
More informationName: Block: Date: Science 10: The Great Geyser Experiment A controlled experiment
Science 10: The Great Geyser Experiment A cntrlled experiment Yu will prduce a GEYSER by drpping Ments int a bttle f diet pp Sme questins t think abut are: What are yu ging t test? What are yu ging t measure?
More informationDESCRIPTION AND VALIDATION RESULTS OF THE HIGH RESOLUTION WIND PRODUCT FROM HRVIS MSG CHANNEL, AT EUMETSAT NOWCASTING SAF (SAFNWC)
DESCRIPTION AND VALIDATION RESULTS OF THE HIGH RESOLUTION WIND PRODUCT FROM HRVIS MSG CHANNEL, AT EUMETSAT NOWCASTING SAF (SAFNWC) Javier García Pereda, José Miguel Fernández Serdán Servicio de Teledetección,
More informationUSE OF SATELLITE INFORMATION IN THE HUNGARIAN NOWCASTING SYSTEM
USE OF SATELLITE INFORMATION IN THE HUNGARIAN NOWCASTING SYSTEM Mária Putsay, Zsófia Kocsis and Ildikó Szenyán Hungarian Meteorological Service, Kitaibel Pál u. 1, H-1024, Budapest, Hungary Abstract The
More informationWeb-based GIS Systems for Radionuclides Monitoring. Dr. Todd Pierce Locus Technologies
Web-based GIS Systems fr Radinuclides Mnitring Dr. Tdd Pierce Lcus Technlgies Lcus Technlgies 2014 Overview What is the prblem? Nuclear pwer plant peratrs need t mnitr radinuclides t safeguard the envirnment
More informationMATHEMATICS SYLLABUS SECONDARY 5th YEAR
Eurpean Schls Office f the Secretary-General Pedaggical Develpment Unit Ref. : 011-01-D-8-en- Orig. : EN MATHEMATICS SYLLABUS SECONDARY 5th YEAR 6 perid/week curse APPROVED BY THE JOINT TEACHING COMMITTEE
More informationFloating Point Method for Solving Transportation. Problems with Additional Constraints
Internatinal Mathematical Frum, Vl. 6, 20, n. 40, 983-992 Flating Pint Methd fr Slving Transprtatin Prblems with Additinal Cnstraints P. Pandian and D. Anuradha Department f Mathematics, Schl f Advanced
More informationWG 3: Verification and applications of ensemble forecasts
WG 3: Verificatin and applicatins f ensemble frecasts Participants: Ken Mylne (Chair), Martin Leutbecher (secretary), Magdalena A. Balmaseda, Pac Dblas-Reyes, Lizzie Frude, Jse A. Garcia-Mya, Anna Ghelli,
More informationIntelligent Pharma- Chemical and Oil & Gas Division Page 1 of 7. Global Business Centre Ave SE, Calgary, AB T2G 0K6, AB.
Intelligent Pharma- Chemical and Oil & Gas Divisin Page 1 f 7 Intelligent Pharma Chemical and Oil & Gas Divisin Glbal Business Centre. 120 8 Ave SE, Calgary, AB T2G 0K6, AB. Canada Dr. Edelsys Cdrniu-Business
More informationDetermining the Accuracy of Modal Parameter Estimation Methods
Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system
More informationinitially lcated away frm the data set never win the cmpetitin, resulting in a nnptimal nal cdebk, [2] [3] [4] and [5]. Khnen's Self Organizing Featur
Cdewrd Distributin fr Frequency Sensitive Cmpetitive Learning with One Dimensinal Input Data Aristides S. Galanpuls and Stanley C. Ahalt Department f Electrical Engineering The Ohi State University Abstract
More informationRapidly Developing Thunderstorm (RDT)
Rapidly Developing Thunderstorm (RDT) Jean-Marc Moisselin, Frédéric Autones Météo-France Nowcasting Department 42, av. Gaspard Coriolis 31057 Toulouse France jean-marc.moisselin@meteo.fr EUMETRAIN Convection
More information~ Flexibility and performance
GEMINI SCHNEEBERGER ~ Flexibility and perfrmance The GEMINI 5 axes CNC grinder ffers sftware and technlgy fr practically all tl types. Stability, perfrmance and rbust quality frm the basis. Demanding tls,
More informationDocument for ENES5 meeting
HARMONISATION OF EXPOSURE SCENARIO SHORT TITLES Dcument fr ENES5 meeting Paper jintly prepared by ECHA Cefic DUCC ESCOM ES Shrt Titles Grup 13 Nvember 2013 OBJECTIVES FOR ENES5 The bjective f this dcument
More informationPower Formulas for Various Energy Resources and Their Application
EP@BHS-TOPIC 2: Energy, UNIT2.2: Energy Cnversin and Efficiency Page 1 UNIT 2.2 Energy Cnversin and Efficiency Purpse Once energy resurces are effectively utilized, cnversin t ther frms f energy is necessary
More informationOpen Meteorological Data with OGC and INSPIRE
Open Meterlgical Data with OGC and INSPIRE INSPIRE 2014 Aalbrg Finnish Meterlgical Institute Rpe Terv, Mikk Visa, Mikk Rauhala, Tarja Riihisaari FMI Open Data Finnish Meterlgical Institute pened its data
More informationPALAU COUNTRY REPORT
PALAU COUNTRY REPORT NOAA Natinal Weather Service Weather Service Office - Palau Republic f Palau Jint Meeting f RA II WIGOS Prject and RA V TT-SU Jakarta, Indnesia / 11 Octber 2018 BMKG Headquarter [1]
More informationNWC SAF Product Assessment Review Workshop
NWC SAF Product Assessment Review Workshop LF López Cotín. IOP NWC SAF Manager Madrid, 17 th to19 th October2005 NWC SAF User Feedback Standard user feedback: Helpdesk, SPRs and SMRs procedure Email Strategy
More informationAerodynamic Separability in Tip Speed Ratio and Separability in Wind Speed- a Comparison
Jurnal f Physics: Cnference Series OPEN ACCESS Aerdynamic Separability in Tip Speed Rati and Separability in Wind Speed- a Cmparisn T cite this article: M L Gala Sants et al 14 J. Phys.: Cnf. Ser. 555
More informationTHE PARTITION OF ENERGY INTO WAVES AND CURRENTS
THE PARTITION OF ENERGY INTO WAVES AND CURRENTS W. Perrie, C. Tang, Y. Hu and B.M. DeTracy Fisheries & Oceans Canada, Bedfrd Institute f Oceangraphy, Dartmuth, Nva Sctia, Canada 1. INTRODUCTION Ocean mdels
More informationStatistics, Numerical Models and Ensembles
Statistics, Numerical Mdels and Ensembles Duglas Nychka, Reinhard Furrer,, Dan Cley Claudia Tebaldi, Linda Mearns, Jerry Meehl and Richard Smith (UNC). Spatial predictin and data assimilatin Precipitatin
More informationWeather satellite Cumulus clouds Stratus clouds Cirrus clouds Cumulus Stratus Cirrus Nimbo-/-nimbus Cirro- nimbo- -nimbus Alto- cirro- alto-
Study Guide: Weather Patterns Lessn 1: Watching the Cluds G By Cntent Objectives: Cluds frm when large areas f warm, mist air rise int the air t the pint where water vapr cndenses int water drplets. There
More informationTHE NWC SAF PRODUCTS
THE NWC SAF PRODUCTS EUMETSAT AUTH TRAINING WORKSHOP ON THE USE OF SATELLITE INFORMATION IN NOWCASTING 11 15 September 2017, Thessaloniki, Greece J. M. Gallardo 1 CONTENTS Introduction NWC SAF Overview
More informationTP1 - Introduction to ArcGIS
TP1 - Intrductin t ArcGIS During this practical, we will use ArcGIS (ArcMap and ArcCatalg) t create maps f predictrs that culd explain the bserved bird richness in Switzerland. ArcMap is principally used
More informationENSC Discrete Time Systems. Project Outline. Semester
ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding
More informationSubject description processes
Subject representatin 6.1.2. Subject descriptin prcesses Overview Fur majr prcesses r areas f practice fr representing subjects are classificatin, subject catalging, indexing, and abstracting. The prcesses
More informationMFC s recent development regarding presentation of high resolution weather information in Thick and Thin clients
Nrwegian Meterlgical Institute - Marine Frecasting Centre MFC s recent develpment regarding presentatin f high reslutin weather infrmatin in Thick and Thin clients Bjørn Åge Hjøll Head f Sectin Nrwegian
More informationAssociated Students Flacks Internship
Assciated Students Flacks Internship 2016-2017 Applicatin Persnal Infrmatin: Name: Address: Phne #: Years at UCSB: Cumulative GPA: E-mail: Majr(s)/Minr(s): Units Cmpleted: Tw persnal references (Different
More informationDistributions, spatial statistics and a Bayesian perspective
Distributins, spatial statistics and a Bayesian perspective Dug Nychka Natinal Center fr Atmspheric Research Distributins and densities Cnditinal distributins and Bayes Thm Bivariate nrmal Spatial statistics
More informationAccreditation Information
Accreditatin Infrmatin The ISSP urges members wh have achieved significant success in the field t apply fr higher levels f membership in rder t enjy the fllwing benefits: - Bth Prfessinal members and Fellws
More informationAnalysis on the Stability of Reservoir Soil Slope Based on Fuzzy Artificial Neural Network
Research Jurnal f Applied Sciences, Engineering and Technlgy 5(2): 465-469, 2013 ISSN: 2040-7459; E-ISSN: 2040-7467 Maxwell Scientific Organizatin, 2013 Submitted: May 08, 2012 Accepted: May 29, 2012 Published:
More informationSections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.
Tpic : AC Fundamentals, Sinusidal Wavefrm, and Phasrs Sectins 5. t 5., 6. and 6. f the textbk (Rbbins-Miller) cver the materials required fr this tpic.. Wavefrms in electrical systems are current r vltage
More informationApplication of a Coupled EnKF and 4DVar Data Assimilation Method in the Study of Tropical Cyclone Genesis
! Applicatin f a Cupled EnKF and 4DVar Data Assimilatin Methd in the Study f Trpical Cyclne Genesis Ashfrd Reyes, Gregry Jenkins, Jnathan PterJy and Fuqing Zhang Hward University Prgram fr Atmspheric Sciences,
More informationHeat Management Methodology for Successful UV Processing on Heat Sensitive Substrates
Heat Management Methdlgy fr Successful UV Prcessing n Heat Sensitive Substrates Juliet Midlik Prime UV Systems Abstract: Nw in 2005, UV systems pssess heat management cntrls that fine tune the exthermic
More informationComponent Certification Specification for Manual and Automated Pool Cleaners (CCS-15965)
NSF Internatinal Recreatinal Water Prgram Cmpnent Certificatin Specificatin fr Manual and Autmated Pl Cleaners (CCS-15965) The Public Health and Safety Cmpany. TM Recreatinal Water Prgram Cmpnent Certificatin
More informationLecture 17: Free Energy of Multi-phase Solutions at Equilibrium
Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical
More informationDesign and Simulation of Dc-Dc Voltage Converters Using Matlab/Simulink
American Jurnal f Engineering Research (AJER) 016 American Jurnal f Engineering Research (AJER) e-issn: 30-0847 p-issn : 30-0936 Vlume-5, Issue-, pp-9-36 www.ajer.rg Research Paper Open Access Design and
More informationModelling of Clock Behaviour. Don Percival. Applied Physics Laboratory University of Washington Seattle, Washington, USA
Mdelling f Clck Behaviur Dn Percival Applied Physics Labratry University f Washingtn Seattle, Washingtn, USA verheads and paper fr talk available at http://faculty.washingtn.edu/dbp/talks.html 1 Overview
More informationRodney E. Cole and F. Wesley Wilson
The Integrated Terminal Weather System Terminal Winds Prduct Rdney E. Cle and F. Wesley Wilsn The wind in the airspace arund an airprt impacts bth airprt safety and peratinal efficiency. Knwledge f the
More informationPurpose: Use this reference guide to effectively communicate the new process customers will use for creating a TWC ID. Mobile Manager Call History
Purpse: Use this reference guide t effectively cmmunicate the new prcess custmers will use fr creating a TWC ID. Overview Beginning n January 28, 2014 (Refer t yur Knwledge Management System fr specific
More informationChurn Prediction using Dynamic RFM-Augmented node2vec
Churn Predictin using Dynamic RFM-Augmented nde2vec Sandra Mitrvić, Jchen de Weerdt, Bart Baesens & Wilfried Lemahieu Department f Decisin Sciences and Infrmatin Management, KU Leuven 18 September 2017,
More informationGreen economic transformation in Europe: territorial performance, potentials and implications
ESPON Wrkshp: Green Ecnmy in Eurpean Regins? Green ecnmic transfrmatin in Eurpe: territrial perfrmance, ptentials and implicatins Rasmus Ole Rasmussen, NORDREGIO 29 September 2014, Brussels Green Grwth:
More informationSystem Non-Synchronous Penetration Definition and Formulation
System Nn-Synchrnus Penetratin Definitin and Frmulatin Operatinal Plicy 27 August 2018 Disclaimer EirGrid as the Transmissin System Operatr (TSO) fr Ireland, and SONI as the TSO fr Nrthern Ireland make
More informationComputational modeling techniques
Cmputatinal mdeling techniques Lecture 4: Mdel checing fr ODE mdels In Petre Department f IT, Åb Aademi http://www.users.ab.fi/ipetre/cmpmd/ Cntent Stichimetric matrix Calculating the mass cnservatin relatins
More informationSimulation of Line Outage Distribution Factors (L.O.D.F) Calculation for N-Buses System
Simulatin f Line Outage Distributin Factrs (L.O.D.F) Calculatin fr N-Buses System Rashid H. AL-Rubayi Department f Electrical Engineering, University f Technlgy Afaneen A. Abd Department f Electrical Engineering,
More informationBASD HIGH SCHOOL FORMAL LAB REPORT
BASD HIGH SCHOOL FORMAL LAB REPORT *WARNING: After an explanatin f what t include in each sectin, there is an example f hw the sectin might lk using a sample experiment Keep in mind, the sample lab used
More informationImproving real time observation and nowcasting RDT. E de Coning, M Gijben, B Maseko and L van Hemert Nowcasting and Very Short Range Forecasting
Improving real time observation and nowcasting RDT E de Coning, M Gijben, B Maseko and L van Hemert Nowcasting and Very Short Range Forecasting Introduction Satellite Application Facilities (SAFs) are
More informationWriting Guidelines. (Updated: November 25, 2009) Forwards
Writing Guidelines (Updated: Nvember 25, 2009) Frwards I have fund in my review f the manuscripts frm ur students and research assciates, as well as thse submitted t varius jurnals by thers that the majr
More informationNicolas Coulombel ENS Cachan - LVMT :
Niclas Culmbel ENS Cachan - LVMT : niclas.culmbel@ens-cachan.fr Eurpean research prject started this year Aims at substantial theretical/practical imprvements Ultimate gal : develping a versin f UrbanSim
More informationAPPLICATION GUIDE (v4.1)
2.2.3 VitalSensrs VS-300 Sensr Management Statin Remte/Relay Guide Implementing Remte-IN/Relay-OUT Digital I/O Fieldbus Objective: Equipment: Becme familiar with the instrument wiring requirements fr the
More informationAn Efficient Load Shedding Scheme from Customer s Perspective
Internatinal Jurnal f Advanced Research in Electrical, Electrnics and Instrumentatin Engineering (An ISO 3297: 2007 Certified Organizatin) Vl. 2, Issue 10, Octber 2013 An Efficient Lad Shedding Scheme
More informationSUPPLEMENTARY MATERIAL GaGa: a simple and flexible hierarchical model for microarray data analysis
SUPPLEMENTARY MATERIAL GaGa: a simple and flexible hierarchical mdel fr micrarray data analysis David Rssell Department f Bistatistics M.D. Andersn Cancer Center, Hustn, TX 77030, USA rsselldavid@gmail.cm
More informationComparison of hybrid ensemble-4dvar with EnKF and 4DVar for regional-scale data assimilation
Cmparisn f hybrid ensemble-4dvar with EnKF and 4DVar fr reginal-scale data assimilatin Jn Pterjy and Fuqing Zhang Department f Meterlgy The Pennsylvania State University Wednesday 18 th December, 2013
More informationMultiple Source Multiple. using Network Coding
Multiple Surce Multiple Destinatin Tplgy Inference using Netwrk Cding Pegah Sattari EECS, UC Irvine Jint wrk with Athina Markpulu, at UCI, Christina Fraguli, at EPFL, Lausanne Outline Netwrk Tmgraphy Gal,
More informationCAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank
CAUSAL INFERENCE Technical Track Sessin I Phillippe Leite The Wrld Bank These slides were develped by Christel Vermeersch and mdified by Phillippe Leite fr the purpse f this wrkshp Plicy questins are causal
More informationBiplots in Practice MICHAEL GREENACRE. Professor of Statistics at the Pompeu Fabra University. Chapter 13 Offprint
Biplts in Practice MICHAEL GREENACRE Prfessr f Statistics at the Pmpeu Fabra University Chapter 13 Offprint CASE STUDY BIOMEDICINE Cmparing Cancer Types Accrding t Gene Epressin Arrays First published:
More informationGeographic Information System (GIS) approach in MSF
Gegraphic Infrmatin System (GIS) apprach in MSF MSF as rganizatin Funded in Paris in 1971 An internatinal, independent, medical humanitarian rganizatin Emergency aid t peple affected by armed cnflict,
More informationCS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007
CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is
More informationEmphases in Common Core Standards for Mathematical Content Kindergarten High School
Emphases in Cmmn Cre Standards fr Mathematical Cntent Kindergarten High Schl Cntent Emphases by Cluster March 12, 2012 Describes cntent emphases in the standards at the cluster level fr each grade. These
More informationTHE LIFE OF AN OBJECT IT SYSTEMS
THE LIFE OF AN OBJECT IT SYSTEMS Persns, bjects, r cncepts frm the real wrld, which we mdel as bjects in the IT system, have "lives". Actually, they have tw lives; the riginal in the real wrld has a life,
More informationCombining Dialectical Optimization and Gradient Descent Methods for Improving the Accuracy of Straight Line Segment Classifiers
Cmbining Dialectical Optimizatin and Gradient Descent Methds fr Imprving the Accuracy f Straight Line Segment Classifiers Rsari A. Medina Rdriguez and Rnald Fumi Hashimt University f Sa Paul Institute
More informationPhysical Layer: Outline
18-: Intrductin t Telecmmunicatin Netwrks Lectures : Physical Layer Peter Steenkiste Spring 01 www.cs.cmu.edu/~prs/nets-ece Physical Layer: Outline Digital Representatin f Infrmatin Characterizatin f Cmmunicatin
More information8 th Grade Math: Pre-Algebra
Hardin Cunty Middle Schl (2013-2014) 1 8 th Grade Math: Pre-Algebra Curse Descriptin The purpse f this curse is t enhance student understanding, participatin, and real-life applicatin f middle-schl mathematics
More informationLeast Squares Optimal Filtering with Multirate Observations
Prc. 36th Asilmar Cnf. n Signals, Systems, and Cmputers, Pacific Grve, CA, Nvember 2002 Least Squares Optimal Filtering with Multirate Observatins Charles W. herrien and Anthny H. Hawes Department f Electrical
More informationWeathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science
Weathering Title: Chemical and Mechanical Weathering Grade Level: 9-12 Subject/Cntent: Earth and Space Science Summary f Lessn: Students will test hw chemical and mechanical weathering can affect a rck
More information22nd-26th February th International Wind Workshop Tokyo, Japan
New developments in the High Resolution Winds Product (HRW), at the Satellite Application Facility on support to Nowcasting and Very short range forecasting (NWCSAF) 22nd-26th February 2010 10th International
More informationECE 545 Project Deliverables
ECE 545 Prject Deliverables Tp-level flder: _ Secnd-level flders: 1_assumptins 2_blck_diagrams 3_interface 4_ASM_charts 5_surce_cde 6_verificatin 7_timing_analysis 8_results
More informationChecking the resolved resonance region in EXFOR database
Checking the reslved resnance regin in EXFOR database Gttfried Bertn Sciété de Calcul Mathématique (SCM) Oscar Cabells OECD/NEA Data Bank JEFF Meetings - Sessin JEFF Experiments Nvember 0-4, 017 Bulgne-Billancurt,
More informationand the custmer, by seeing all the tests run crrectly, t reduce defect rates in such a way that the successive test-cycle verhead becmes neglectable,
Experiment abut Test-first prgramming atthias. üller and Oliver Hagner Cmputer Science Department University f Karlsruhe Am Fasanengarten 5, 76 128 Karlsruhe, Germany fmuellermjhagnerg@ipd.uka.de Abstract
More information