How To Use Data From Copernicus And Big Data To Help The Environment
|
|
- Kristopher O’Neal’
- 3 years ago
- Views:
Transcription
1 Copernicus and Big Data: Challenges and Opportunities Alessandro Annoni European Commission Joint Research Centre Serving society Stimulating innovation Supporting legislation
2 Big Data definition Big Data are defined as massive data sets having large, varied and complex structures that make their further storage, analysis, visualization, and processing difficult. Factors to be considered are: Volume, available data volumes are now larger; such volumes outstrip traditional storage and analysis techniques. Velocity, due to the high rate at which data is being collected and continuously made available. Variety, big data comes from a great variety of sources that are generally of three types: structured, semi structured and unstructured. Veracity, data sources (even in the same domain) are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of the data provided.
3 What Big Data means for Copernicus Can Copernicus being classified as Big Data? Volume = about 3,000 terabytes of EO data yearly Space Infrastructure (including ground segment) Velocity = several terabytes of new EO data per day Space and Services Infrastructures Veracity = Sentinel data and contributing missions (virtual constellations, virtual global coverages, time series, ) Space Infrastructures Variety = depends on future implementation of Copernicus and downstream Services (e.g. role and relevance of in situ-networks, citizen observatories, ) Services Infrastructures
4 EO landscape evolution: an example Global Land-Cover Observation capacity (*) Since the 1970s the number of missions failing within 3 years of launch has dropped from around 60% to less than 20%, the average operational life of a mission has almost tripled, increasing from 3.3 years in the 1970s to 8.6 years (and still lengthening), the average number of satellites launched per-year/per-decade has increased from 2 to 12 and spatial resolution increased from around 80 meters to less than one meter multispectral and less than half a meter for panchromatic.. (*) Who launched what, when and why; trends in Global Land-Cover Observation capacity from civilian Earth Observation satellites. Alan S. Belward and Jon O. Skøien
5 Challenges Copernicus is more than data
6 User community of EO increased significantly: the example of GOOGLE
7 Which will be the future users of Copernicus? EO Professionals Other Private Services (e.g Transport, Tourism, ) Public Authorities Policy and Decision Makers Research Education (including schools) Public (all citizens)?? Open to new market opportunities from few to many users BUT Each different category could have different requirements for data management
8 An example of professional User: JRC support to the CAP Manage image acquisition for (CAP) area-based controls nearly 7 M euro annual budget planning, programming of satellites, liaison with stakeholders data acquisition, validation, QC, delivery, and storing/sharing. Community Image Data portal (CID) online archive of satellite imagery Contains satellite imagery Central catalogue to search data Web services to access data File-based access for internal use Currently: approx. 80 TB of data Licensing: LR/MR images (km, 100 s m) HR images (5-50 m) 7.6 M km² VHR (< 5 m) Use of INSPIRE and GEOSS definitions Click to accept EULA (End User Licence Agreement) legally and technically implemented
9 Copernicus and INSPIRE INSPIRE Directive foresees the creation of a European Spatial Data Infrastructure. The INSPIRE Geoportal is the Central access point to the infrastructure and resources (> ) The face of INSPIRE How to better connect Copernicus and MS data and services? How to use Copernicus data to create/update the information required by INSPIRE?
10 Extend INSPIRE to other areas and integrate with Copernicus Services
11 Open Research Data Open Science requires Open Access to data Data should be easily accessible and usable within research infrastructures
12 Copernicus Data Tsunami Are we looking to protect ourselves? Or do we want to profit of this opportunity to produce new energy? Opportunities
13 Massive diffusion of cheap sensors provides new opportunities and challenges Mobile phones sensing better in some fields than others (e.g. noise) Publiclaboratory.com Waspmotes Drones some limitations relating to regulatory framework Waspmotes need programming and issues of calibration and response time but opportunities high..
14 Combining Remote Sensing with Social Sensing
15 Large scale experiment at JRC to assess quality of social network data: forest fires More than 20million Tweets and 1 million Flickr images retrieved and analysed for fires South of France Spatio-temporal clustering and analysis shows 80% of fires correctly detected
16 From Data to Processes If you have BIG Data from multiple sources, you cannot move the data for processing, need to move the analysis and processing to the data. To support multi-disciplinary research we need also to develop a shared understanding of what do you do with the data? How do you frame a problem and possible solution according to different disciplinary approaches. This quest requires to describe not just the data, but also processes or workflows, leading to new executable web services that are understood across disciplines.
17 Conclusions Copernicus is a revolution for Europe both in terms of amount of data and for open policies We need to consider a broader user community. In order to be able to serve all users we need to identify new ways for data dissemination (e.g. from small to large, from pixel extraction to area based) and processing (e.g. spatio-temporal time series, distributed geo-processing,..) Copernicus will have a positive impact on INSPIRE, Research and other relevant initiatives if it will be able to interoperate with them Also EO Professionals could better benefit if Copernicus will not stop at the level of pure data dissemination This ws will be an excellent opportunity to identify solutions and proposals to address these Challenges and Opportunities
18 Thank you for your kind attention
INSPIRE and Multi-Disciplinary Interoperability. Max Craglia European Commission Joint Research Centre
INSPIRE and Multi-Disciplinary Interoperability Max Craglia European Commission Joint Research Centre www.jrc.ec.europa.eu Serving society Stimulating innovation Supporting legislation Earth system science
More informationBig Data in the context of Preservation and Value Adding
Big Data in the context of Preservation and Value Adding R. Leone, R. Cosac, I. Maggio, D. Iozzino ESRIN 06/11/2013 ESA UNCLASSIFIED Big Data Background ESA/ESRIN organized a 'Big Data from Space' event
More informationCopernicus Space Component Data Access Architecture. Meeting with Austria 27 May 2014, Vienna
Copernicus Space Component Data Access Architecture Meeting with Austria 27, Vienna Copernicus Data Policy Users shall have free, full and open access to Copernicus dedicated Sentinel data and Copernicus
More informationCopernicus Space Component ESA Data Access Overview J. Martin (ESA), R. Knowelden (Airbus D&S)
Copernicus Space Component ESA Data Access Overview J. Martin (ESA), R. Knowelden (Airbus D&S) Introduction and Context Operational Scenarios Translation into interfaces Translation into services Current
More informationSpatial Data Infrastructures - trends and impacts on society. Max Craglia Joint Research Centre Digital Earth and Reference Data Unit
Spatial Data Infrastructures - trends and impacts on society Max Craglia Joint Research Centre Digital Earth and Reference Data Unit Outline Where we were 20 years ago Where we are now Where we are going
More informationSPOT Satellite Earth Observation System Presentation to the JACIE Civil Commercial Imagery Evaluation Workshop March 2007
SPOT Satellite Earth Observation System Presentation to the JACIE Civil Commercial Imagery Evaluation Workshop March 2007 Topics Presented Quick summary of system characteristics Formosat-2 Satellite Archive
More informationKnowledge-based policy making
INSPIRE Conference 2011, Edinburgh, 27.06 01.07.2011 1 Knowledge-based policy making Prof. Dr Leen Hordijk Director, Institute for Environment and Sustainability Joint Research Centre European Commission
More informationSpace Work Programme 2015
Space Work Programme 79 billion from 2014 to 2020 2 There is a place for SPACE everywhere 3 Space in Horizon 2020 Four objectives (specific programme) 1. Enhance competitiveness, non-dependence, and innovation
More informationBig Data and Analytics: Getting Started with ArcGIS. Mike Park Erik Hoel
Big Data and Analytics: Getting Started with ArcGIS Mike Park Erik Hoel Agenda Overview of big data Distributed computation User experience Data management Big data What is it? Big Data is a loosely defined
More informationEmerging Trends in SDI.
Emerging Trends in SDI. Jeanne Foust ESRI gsdi 1 Spatial Data Infrastructure TRENDS GIS use continues to rapidly grow. Recognition Of GIS As Critical Infrastructure growing. Alignment of SDI and National
More informationImplementing an Imagery Management System at Mexican Navy
Implementing an Imagery Management System at Mexican Navy The Mexican Navy safeguards 11,000 kilometers of Mexican coastlines, inland water bodies suitable for navigation, and the territorial sea and maritime
More informationMASS PROCESSING OF REMOTE SENSING DATA FOR ENVIRONMENTAL EVALUATION IN EUROPE
MASS PROCESSING OF REMOTE SENSING DATA FOR ENVIRONMENTAL EVALUATION IN EUROPE Lic. Adrián González Applications Research Earth Science Conference 2014 29.07.2014 Earth Science San Conference Francisco
More informationIMAGINES_VALIDATIONSITESNETWORK ISSUE 1.00. EC Proposal Reference N FP7-311766. Name of lead partner for this deliverable: EOLAB
Date Issued: 26.03.2014 Issue: I1.00 IMPLEMENTING MULTI-SCALE AGRICULTURAL INDICATORS EXPLOITING SENTINELS RECOMMENDATIONS FOR SETTING-UP A NETWORK OF SITES FOR THE VALIDATION OF COPERNICUS GLOBAL LAND
More informationEO data hosting and processing core capabilities and emerging solutions
EO data hosting and processing core capabilities and emerging solutions Andrew Groom 4 th March 2015 Contents An introduction to Airbus Defence and Space, Geo-Intelligence Elements of the C3S vision EO
More information'Developments and benefits of hydrographic surveying using multispectral imagery in the coastal zone
Abstract With the recent launch of enhanced high-resolution commercial satellites, available imagery has improved from four-bands to eight-band multispectral. Simultaneously developments in remote sensing
More informationEmergency Management Service. early warning FLOOD AND FIRE ALERTS. Space
Emergency Management Service early warning FLOOD AND FIRE ALERTS Space 1 Copernicus at a Glance Copernicus is the European Union s Earth Observation programme: a user-driven space programme under civil
More informationEO Information Services in support of West Africa Coastal vulnerability - Service Utility Review -
EO Information Services in support of West Africa Coastal vulnerability - Service Utility Review - Christian Hoffmann, GeoVille World Bank HQ, Washington DC Date : 24 February 2012 Content - Project background
More informationThe RapidEye optical satellite family for high resolution imagery
'Photogrammetric Week 01' D. Fritsch & R. Spiller, Eds. Wichmann Verlag, Heidelberg 2001. Scherer, Krischke 139 The RapidEye optical satellite family for high resolution imagery STEFAN SCHERER and MANFRED
More informationGEOGRAPHIC CONTEXT ANALYSIS OF VOLUNTEERED INFORMATION
GEOGRAPHIC CONTEXT ANALYSIS OF VOLUNTEERED INFORMATION (GEOCONAVI) Frank O. Ostermann COST Energic Meeting 26.05.2014, Zürich GEOGRAPHIC CONTEXT ANALYSIS OF VOLUNTEERED INFORMATION PRESENTATION OVERVIEW
More informationDeveloping!EO!Services! Markets The!Importance!of!Data!Policy. Geoff!Sawyer!,!EARSC!Secretary! General
Developing!EO!Services! Markets The!Importance!of!Data!Policy Geoff!Sawyer!,!EARSC!Secretary! General What is EARSC? EARSC is a trade association (NGO), founded in 1989, which represents companies: offering
More informationBig Data Volume & velocity data management with ERDAS APOLLO. Alain Kabamba Hexagon Geospatial
Big Data Volume & velocity data management with ERDAS APOLLO Alain Kabamba Hexagon Geospatial Intergraph is Part of the Hexagon Family Hexagon is dedicated to delivering actionable information through
More informationThe 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 informationDigital Earth: Big Data, Heritage and Social Science
Digital Earth: Big Data, Heritage and Social Science The impact on geographic information and GIS Geographic Information Systems Analysis for Decision Support Impact of Big Data Digital Earth Citizen Engagement
More informationBig Data Challenge: Mining Heterogeneous Data. Prof. Mihai Datcu. German Aerospace Center (DLR) Munich Aerospace Faculty
Big Data Challenge: Mining Heterogeneous Data Prof. Mihai Datcu German Aerospace Center (DLR) Munich Aerospace Faculty Sensing & Big Data Big Data: - Computer hardware and the Cloud - Storage Challenges
More informationDATA ACCESS AT EUMETSAT
1 EUM/OPS/VWG/15/793789 v1a DATA ACCESS AT EUMETSAT Copernicus Climate Data Store Workshop ECMWF 3-6 March 2015 Harald Rothfuss Overview of Presentation 1. Introduction to EUMETSAT 2. EUMETSAT Data Access
More informationSatellite-Based Earth Observation (EO), 7th Edition
Satellite-Based Earth Observation (EO), 7th Edition Report Brief www.nsr.com 2013 NSR Report Description NSR s Satellite-Based Earth Observation (EO), 7th Edition is the industry-leading analysis of the
More informationBig Data Infrastructures for Processing Sentinel Data
Big Data Infrastructures for Processing Sentinel Data Wolfgang Wagner Department for Geodesy and Geoinformation Technische Universität Wien Earth Observation Data Centre for Water Resources Monitoring
More informationBig data from Space : esperienze in GEOSS e altre iniziative internazionali
Big data from Space : esperienze in GEOSS e altre iniziative internazionali PAOLO MAZZETTI, STEFANO NATIVI CNR IIA INSTITUTE OF ATMOSPHERIC POLLUTION RESEARCH, NATIONAL RESEARCH COUNCIL OF ITALY BIG DATA,
More informationINVESTIGA I+D+i 2013/2014
INVESTIGA I+D+i 2013/2014 SPECIFIC GUIDELINES ON AEROSPACE OBSERVATION OF EARTH Text by D. Eduardo de Miguel October, 2013 Introducction Earth observation is the use of remote sensing techniques to better
More informationTechnology Trends In Geoinformation
Technology Trends In Geoinformation Dato Prof. Sr Dr. Abdul Kadir Bin Taib Department of Survey and Mapping Malaysia (JUPEM) Email: drkadir@jupem.gov.my www.jupem.gov.my NGIS 2008 3 rd. National GIS Conference
More informationBuilding a SDI for small countries the Portuguese example
Building a SDI for small countries the Portuguese example Rui Pedro Julião Instituto Geográfico Português Deputy Director-General rpj@igeo.pt Abstract Portugal was one of the SDI pioneers in the beginning
More informationAdvantages and limitations of using satellite images for flood mapping
Advantages and limitations of using satellite images for flood mapping Domenico Grandoni e-geos Headquarter Contrada Terlecchie 75100 Matera - Italy Commercial Office Via Cannizzaro 71 00156 Roma - Italy
More informationA remote sensing instrument collects information about an object or phenomenon within the
Satellite Remote Sensing GE 4150- Natural Hazards Some slides taken from Ann Maclean: Introduction to Digital Image Processing Remote Sensing the art, science, and technology of obtaining reliable information
More informationOutcomes of the CDS Technical Infrastructure Workshop
Outcomes of the CDS Technical Infrastructure Workshop Baudouin Raoult Baudouin.raoult@ecmwf.int Funded by the European Union Implemented by Evaluation & QC function C3S architecture from European commission
More informationChina Earth Observation
China High-resolution Earth Observation China Earth Observation System (CHEOS) and its Lastest Development The Earth Observation System and Data Center, CNSA 2014-2 Outlines 1 Introduction 2 The composition
More informationKeystone Image Management System
Image management solutions for satellite and airborne sensors Overview The Keystone Image Management System offers solutions that archive, catalogue, process and deliver digital images from a vast number
More informationUsing Commercial Software to Enhance Commercial Imaging Acquisition
Using Commercial Software to Enhance Commercial Imaging Acquisition Adam Gorski, Analytical Graphics, Inc., Exton, PA USA, Email: agorski@agi.com April 2011 Abstract This paper documents the ways commercially
More informationUpdate 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 informationAn Esri White Paper June 2011 ArcGIS for INSPIRE
An Esri White Paper June 2011 ArcGIS for INSPIRE Esri, 380 New York St., Redlands, CA 92373-8100 USA TEL 909-793-2853 FAX 909-793-5953 E-MAIL info@esri.com WEB esri.com Copyright 2011 Esri All rights reserved.
More informationGEOSPATIAL DIGITAL ASSET MANAGEMENT A SOLUTION INTEGRATING IMAGERY AND GIS WHERE WILL ALL THE PIXELS GO?(AND HOW WILL WE EVER FIND THEM?
GEOSPATIAL DIGITAL ASSET MANAGEMENT A SOLUTION INTEGRATING IMAGERY AND GIS WHERE WILL ALL THE PIXELS GO?(AND HOW WILL WE EVER FIND THEM?) Dr. Joan Lurie, GCC, Inc. 30 West 61 st Street, Apt 9A New York,
More informationSupervised Classification workflow in ENVI 4.8 using WorldView-2 imagery
Supervised Classification workflow in ENVI 4.8 using WorldView-2 imagery WorldView-2 is the first commercial high-resolution satellite to provide eight spectral sensors in the visible to near-infrared
More informationthe Cloud Dean McCormick Regional Sales Manager Geospatial MEA Region
Powering Big Data: From Creation to the Cloud Dean McCormick Regional Sales Manager Geospatial MEA Region The only constant is change, continuing change, inevitable change, that is the dominant factor
More information13 th EC GI & GIS Workshop WIN: A new OGC compliant SOA. for risk management. GMV, 2007 Property of GMV All rights reserved
13 th EC GI & GIS Workshop WIN: A new OGC compliant SOA for risk management GMV, 2007 Property of GMV All rights reserved Content 1. Introduction 2. Objectives 3. Architecture and Model 4. Technical aspects
More informationJRC and GMES GIO-EMS
Joint Research Centre JRC and GMES GIO-EMS Guido Lemoine, Jan Kucera, Marco Broglia JRC, Ispra 1st GMES NATIONAL USER FORUM DAY Prague, 29-30 May 2012 Serving society Stimulating innovation Supporting
More informationERDAS IMAGINE The world s most widely-used remote sensing software package
ERDAS IMAGINE The world s most widely-used remote sensing software package ERDAS IMAGINE Geographic imaging professionals need to process vast amounts of geospatial data every day often relying on software
More informationMission Operations and Ground Segment
ESA Earth Observation Info Days Mission Operations and Ground Segment ESA EO Ground Segment and Mission Operations department (EOP-G) May 2013 EOEP 2013 Page 1 ESA Unclassified For Official Use MISSION
More informationForest Fire Information System (EFFIS): Rapid Damage Assessment
Forest Fire Information System (EFFIS): Fire Danger D Rating Rapid Damage Assessment G. Amatulli, A. Camia, P. Barbosa, J. San-Miguel-Ayanz OUTLINE 1. Introduction: what is the JRC 2. What is EFFIS 3.
More informationACCESS TO ERS AND ENVISAT DATA. CGMS is informed about the ESA Earth Observation data policy and data access, in particular in Near Real Time.
Prepared by ESA Agenda Item: III.3 Discussed in WG3 ACCESS TO ERS AND ENVISAT DATA CGMS is informed about the ESA Earth Observation data policy and data access, in particular in Near Real Time. ACCESS
More informationImproving global data on forest area & change Global Forest Remote Sensing Survey
Improving global data on forest area & change Global Forest Remote Sensing Survey work by FAO and partners - Adam Gerrand, E. Lindquist, R. D Annunzio, M. Wilkie, FAO, - F. Achard et al. TREES team at
More informationEGI services for distribution and federation of data and computing
EGI services for distribution and federation of data and computing Tiziana Ferrari Technical Director, EGI.eu tiziana.ferrari@egi.eu March 2014 EGI-InSPIRE RI-261323 1 Accelerating Excellent Science MISSION.
More informationIntegrated Risk Management System Components in the GEO Architecture Implementation Pilot Phase 2 (AIP-2)
Meraka Institute ICT for Earth Observation PO Box 395 Pretoria 0001, Gauteng, South Africa Telephone: +27 12 841 3028 Facsimile: +27 12 841 4720 University of KwaZulu- Natal School of Computer Science
More informationOvercoming the Technical and Policy Constraints That Limit Large-Scale Data Integration
Overcoming the Technical and Policy Constraints That Limit Large-Scale Data Integration Revised Proposal from The National Academies Summary An NRC-appointed committee will plan and organize a cross-disciplinary
More informationUpdate on the Twitter Archive At the Library of Congress
January 2013 Update on the Twitter Archive At the Library of Congress In April, 2010, the Library of Congress and Twitter signed an agreement providing the Library the public tweets from the company s
More informationSentinels Operations Konzept und Prinzipien des Datenzugangs - Copernicus Space Component Data Access Overview
Sentinels Operations Konzept und Prinzipien des Datenzugangs - Copernicus Space Component Data Overview B. Hoersch Ground Segment and Mission Operations Department, Earth Observation Programmes Directorate,
More informationReview for Introduction to Remote Sensing: Science Concepts and Technology
Review for Introduction to Remote Sensing: Science Concepts and Technology Ann Johnson Associate Director ann@baremt.com Funded by National Science Foundation Advanced Technological Education program [DUE
More informationVirtual constellations, time series, and cloud screening opportunities for Sentinel 2 and Landsat
Virtual constellations, time series, and cloud screening opportunities for Sentinel 2 and Landsat Sentinel 2 for Science Workshop 20 22 May 2014 ESA ESRIN, Frascati (Rome), Italy 1 Part 1: Title: Towards
More informationGGOS Portal EXECUTIVE SUMMARY
GGOS Portal EXECUTIVE SUMMARY Introduction The GGOS Portal will be a unique access point for all GGOS products. The portal will also provide a route to the heterogeneous IAG service/technique specific
More informationWhat happens when Big Data and Master Data come together?
What happens when Big Data and Master Data come together? Jeremy Pritchard Master Data Management fgdd 1 What is Master Data? Master data is data that is shared by multiple computer systems. The Information
More informationBig Data Processing and Apps for Citizens' Observatories - The CITI-SENSE Approach
Big Data Processing and Apps for Citizens' Observatories - The CITI-SENSE Approach VGI and Crowdsourcing session, Lisbon, Portugal Thursday May 28 th, 2015, 1100-1120 Arne J. Berre, Arne.J.Berre@sintef.no
More informationAnuradha Bhatia, Faculty, Computer Technology Department, Mumbai, India
Volume 3, Issue 9, September 2013 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com A Real Time
More informationCopernicus Climate Change Service C3S. Jean-Noël Thépaut. jean-noel.thepaut@ecmwf.int. Funded by the European Union.
Copernicus Climate Change Service C3S Jean-Noël Thépaut jean-noel.thepaut@ecmwf.int Funded by the European Union Implemented by C3S: State of play of play From the Copernicus regulation (EU) 377/2014:
More informationInternational Journal of Advancements in Research & Technology, Volume 3, Issue 5, May-2014 18 ISSN 2278-7763. BIG DATA: A New Technology
International Journal of Advancements in Research & Technology, Volume 3, Issue 5, May-2014 18 BIG DATA: A New Technology Farah DeebaHasan Student, M.Tech.(IT) Anshul Kumar Sharma Student, M.Tech.(IT)
More informationFloods management in Europe : Results of the EC-Project PREVIEW. 2nd UN-SPIDER Workshop Bonn, October 14, 2008 Franz Jaskolla Infoterra GmbH
Floods management in Europe : Results of the EC-Project PREVIEW 2nd UN-SPIDER Workshop Bonn, October 14, 2008 Franz Jaskolla Infoterra GmbH The Infoterra Group 100% subsidiary of Astrium European Group
More informationMONITORING OF HABITATS AT THE LEVEL OF A NATURA 2000 SITE MOHANA MOBILE AND WEB APP. Francisco Gutierres 1. May of 2016
MONITORING OF HABITATS AT THE LEVEL OF A NATURA 2000 SITE MOHANA MOBILE AND WEB APP Francisco Gutierres 1 May of 2016 1 Ph.D. in Physical Geography, Institute of Geography Spatial Planning of the University
More informationSatellite Snow Monitoring Activities Project CRYOLAND
Satellite Snow Monitoring Activities Project CRYOLAND Background material for participants to the Workshop on European Snow Monitoring Perspectives, Darmstadt, 4-5 December 2012. CryoLand provides Snow,
More informationObject based image analysis of high resolution data in the alpine forest area
Object based image analysis of high resolution data in the alpine forest area R. de Kok, T. Schneider, M. Baatz, U. Ammer Lehrstuhl für Landnutzungsplanung und Naturschutz, am Hochanger 13, 85354 Freising
More informationINTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER
INTEROPERABLE IMAGE DATA ACCESS THROUGH ARCGIS SERVER Qian Liu Environmental Systems Research Institute 380 New York Street Redlands, CA92373, U.S.A - qliu@esri.com KEY WORDS: OGC, Standard, Interoperability,
More informationSatellite and ground-based remote sensing for rapid seismic vulnerability assessment M. Wieland, M. Pittore
Satellite and ground-based remote sensing for rapid seismic vulnerability assessment M. Wieland, M. Pittore Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences Centre for Early Warning
More informationSome activities in JRC of relevance for Swedish scientists
Some activities in JRC of relevance for Swedish scientists Peter Pärt Advisor to the Director, Institute Environment and Sustainability www.jrc.ec.europa.eu Serving society Stimulating innovation Supporting
More informationFrom Pixel to Info-Cloud News at Leica Geosystems JACIE Denver, 31 March 2011 Ruedi Wagner Hexagon Geosystems, Geospatial Solutions Division.
From Pixel to Info-Cloud News at Leica Geosystems JACIE Denver, 31 March 2011 Ruedi Wagner Hexagon Geosystems, Geospatial Solutions Division What else can I do with my sensor/data? Earth to Image Image
More informationgebruiken voor aardse toepassingen
26/03/2014 Satellietgegevens gebruiken voor aardse toepassingen Dirk Van Speybroeck dirk.vanspeybroeck@vito.be VITO, VIsion on TechnOlogy» een op Europees vlak toonaangevend, onafhankelijk onderzoeks-
More informationCurrent Status and Considerations for the Future. Harald Mehl & Stefan Voigt German Aerospace Center (DLR)
Current Status and Considerations for the Future Harald Mehl & Stefan Voigt German Aerospace Center (DLR) Supporting DLR s engagement in EO for civil security Contribution to the implementation of the
More informationLANDSAT 7 - GROUND SEGMENT ACTIVITIES AT THE GERMAN REMOTE SENSING DATA CENTER. Deutsches Fernerkundungsdatenzentrum (DFD) DLR (*)
LANDSAT 7 - GROUND SEGMENT ACTIVITIES AT THE GERMAN REMOTE SENSING DATA CENTER Günter Strunz (*), Hans-Dietrich Bettac (**), Jörg Gredel (*), Klaus-Dieter Reiniger (*) & Gunter Schreier (*) Deutsches Fernerkundungsdatenzentrum
More informationIndustry s view: How to match the services paradigm. by Markus Probeck, EARSC Director
Industry s view: How to match the services paradigm by Markus Probeck, EARSC Director What is EARSC? EARSC is a trade association (NPO), founded in 1989, which represents European companies: offering and
More informationThe National Strategy, Current Activities for Space Technology Development and Application
14-18 November 2011, Putrajaya, Malaysia The National Strategy, Current Activities for Space Technology Development and Application Lai Anh Khoi Space Technology Institute, VAST, Vietnam Bief History Space
More informationData Warehouse Requirements Version 2.0
EUROPEAN COMMISSION ENTERPRISE AND INDUSTRY DIRECTORATE-GENERAL Aerospace, Maritime, Security and Defence Industries Copernicus : Infrastructures Data Warehouse Requirements Version 2.0 Copernicus Data
More informationINTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY
INTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY A PATH FOR HORIZING YOUR INNOVATIVE WORK A SURVEY ON BIG DATA ISSUES AMRINDER KAUR Assistant Professor, Department of Computer
More informationA Future Scenario of interconnected EO Platforms How will EO data be used in 2025?
A Future Scenario of interconnected EO Platforms How will EO data be used in 2025? ESA UNCLASSIFIED For Official Use European EO data asset Heritage missions Heritage Core GS (data preservation, curation
More informationOverview of progress towards a data quality assurance strategy to facilitate interoperability. WGCV May 27 th, 2009
Overview of progress towards a data quality assurance strategy to facilitate interoperability WGCV May 27 th, 2009 Overview Origin of QA4EO and current status What QA4EO is and what is not Key Guidelines
More informationOutline. Multitemporal high-resolution image classification
IGARSS-2011 Vancouver, Canada, July 24-29, 29, 2011 Multitemporal Region-Based Classification of High-Resolution Images by Markov Random Fields and Multiscale Segmentation Gabriele Moser Sebastiano B.
More informationThe needs on big data management for Operational Geo-Info Services: Emergency Response, Maritime surveillance, Agriculture Management
Copernicus Big-Data Workshop 2014, 13/14 March The needs on big data management for Operational Geo-Info Services: Emergency Response, Maritime surveillance, Agriculture Management Marco Corsi e-geos 1
More informationMatsu Workflow: Web Tiles and Analytics over MapReduce for Multispectral and Hyperspectral Images
Matsu Workflow: Web Tiles and Analytics over MapReduce for Multispectral and Hyperspectral Images Open Cloud Consortium Open Data Group September 7, 2012 1 Materials for Matsu Matsu is a public project.
More informationForestry Thematic Exploitation Platform Earth Observation Open Science 2.0
Forestry Thematic Exploitation Platform Earth Observation Open Science 2.0 Tuomas Häme VTT Technical Research of Finland Ltd and the Forestry TEP Team Objective One-stop shop for forestry remote sensing
More informationAdvanced Image Management using the Mosaic Dataset
Esri International User Conference San Diego, California Technical Workshops July 25, 2012 Advanced Image Management using the Mosaic Dataset Vinay Viswambharan, Mike Muller Agenda ArcGIS Image Management
More information11-12 June 2015, Bari-Italy. Stefano Nativi CNR-IIA
11-12 June 2015, Bari-Italy Stefano Nativi CNR-IIA Coordinating an Observation Network of Networks EnCompassing satellite and IN-situ to fill the Gaps in European Observations GEOSS Information System
More informationLandsat Monitoring our Earth s Condition for over 40 years
Landsat Monitoring our Earth s Condition for over 40 years Thomas Cecere Land Remote Sensing Program USGS ISPRS:Earth Observing Data and Tools for Health Studies Arlington, VA August 28, 2013 U.S. Department
More informationBig data and Earth observation New challenges in remote sensing images interpretation
Big data and Earth observation New challenges in remote sensing images interpretation Pierre Gançarski ICube CNRS - Université de Strasbourg 2014 Pierre Gançarski Big data and Earth observation 1/58 1
More informationHow To Make A Remote Sensing Image Realtime Processing For Disaster Emergency Response
Remote sensing image real-time processing for rapid disaster emergency response Dr.Haigang Sui LIESMARS, Wuhan University Oct 23, 2013 Outline 1 Major requirements in disaster emergency response 2 Main
More informationThe following was presented at DMT 14 (June 1-4, 2014, Newark, DE).
DMT 2014 The following was presented at DMT 14 (June 1-4, 2014, Newark, DE). The contents are provisional and will be superseded by a paper in the DMT 14 Proceedings. See also presentations and Proceedings
More informationThe Scientific Data Mining Process
Chapter 4 The Scientific Data Mining Process When I use a word, Humpty Dumpty said, in rather a scornful tone, it means just what I choose it to mean neither more nor less. Lewis Carroll [87, p. 214] In
More informationBig Data: Image & Video Analytics
Big Data: Image & Video Analytics How it could support Archiving & Indexing & Searching Dieter Haas, IBM Deutschland GmbH The Big Data Wave 60% of internet traffic is multimedia content (images and videos)
More informationTask AR-09-01a Progress and Contributions
Doug Nebert, POC U.S. Geological Survey ddnebert@usgs.gov March 2010 Task AR-09-01a Progress and Contributions Background and scope for AR-09-01a This Task defines the minimum, common technical capabilities
More informationGlobal environmental information Examples of EIS Data sets and applications
METIER Graduate Training Course n 2 Montpellier - february 2007 Information Management in Environmental Sciences Global environmental information Examples of EIS Data sets and applications Global datasets
More informationUPPER COLUMBIA BASIN NETWORK VEGETATION CLASSIFICATION AND MAPPING PROGRAM
UPPER COLUMBIA BASIN NETWORK VEGETATION CLASSIFICATION AND MAPPING PROGRAM The Upper Columbia Basin Network (UCBN) includes nine parks with significant natural resources in the states of Idaho, Montana,
More informationNigerian Satellite Systems, and her Remote Sensing Data
Nigerian Satellite Systems, and her Remote Sensing Data S. O. Mohammed, PhD (Director-General/Chief Executive) National Space Research & Development Agency (NASRDA) A Presentation at the 2010 International
More informationMr. Jay Arnold, Magnolia River Mr. Richard Vincent, McKim & Creed
Mr. Jay Arnold, Magnolia River Mr. Richard Vincent, McKim & Creed Why Change? Electric Utility Safety and Reliability NERC FAC- 008 and FAC-003 As Built Infrastructure monitor vegetation annual requirement
More informationOn the Positional Accuracy of the GoogleEarth Imagery
On the Positional Accuracy of the GoogleEarth Imagery Kazimierz BECEK and KHAIRUNNISA Ibrahim, Brunei Darussalam Keywords: GoogleEarth, positional accuracy, satellite imagery SUMMARY The ubiquitous GoogleEarth
More informationSolutions for Central and Federal Governments
Solutions for Central and Federal Governments Intergraph s Advanced Geospatial Solutions for for Central and Federal Government Operations Central and federal governments are continually asked to do more
More informationFrom Ideas to Innovation
From Ideas to Innovation Selected Applications from the CRC Research Lab in Advanced Geomatics Image Processing Dr. Yun Zhang Canada Research Chair Laboratory in Advanced Geomatics Image Processing (CRC-AGIP
More informationESA Earth Observation Big Data R&D Past, Present, & Future Activities
ESA Earth Observation Big Data R&D Past, Present, & Future Activities [Sveinung.Loekken, Jordi.Farres]@esa.int Ground Segment and Mission Operations Department, Earth Observation Programmes Directorate,
More information