docIon Nedelcu Teledetectia Satelitara
download 
Report Transcription
Ion Nedelcu Teledetectia Satelitara
Solutii open source pentru prelucrarea si reprezentarea datelor geospatiale Noi perspective in teledetectia satelitara - instrumente si date deschise Ion Nedelcu,! Romanian Space Agency Services monitoring Earth systems monitoring Earth systems Services monitoring Earth systems Copernicus Service Copernicus Se Copernicus Services Serviciile copernicus ofera informatii utilizate in numeroase domenii de activitate Services monitoring Earth systems Services monitoring Earth systems monitoring Earth systems Componente spatiale, in-situ si de servicii pentru! Land ❖ Land Marine Land Marine Atm Marine Atmosphere Monitorizarea terenului! Horizontal services al services Horizontal Mediul marin! services ❖ ❖ Monitorizarea atmosferei! Land Managementul Land dezastrelor! ❖ ❖ Marine Land Marine Atmosphere Marine Atm Securitatea mediului si a populatiei! Horizontal services services al servicesHorizontal ❖ Schimbari climatice Emergency Emergency Security Emergency Security Noi perspective in teledetectia satelitara - instrumente si date deschise Climate Security Change C C Produse cu acoperire Locala, Europeana sau Globala privind Acoperirea si Utilizarea Terenurilor URBAN ATLAS - RO004L-Craiova Legend 11100: Continuous Urban fabric (S.L. > 80%) 11210: Discontinuous Dense Urban Fabric (S.L.: 50% - 80%) 11220: Discontinuous Medium Density Urban Fabric (S.L.: 30% - 50%) 11230: Discontinuous Low Density Urban Fabric (S.L.: 10% - 30%) 11240: Discontinuous very low density urban fabric (S.L. < 10%) 11300: Isolated Structures 12100: Industrial, commercial, public, military and private units 12210: Fast transit roads and associated land 12220: Other roads and associated land 12230: Railways and associated land 12300: Port areas 12400: Airports 13100: Mineral extraction and dump sites 13300: Construction sites 13400: Land without current use 14100: Green urban areas 14200: Sports and leisure facilities 20000: Agricultural, semi-natural and wetland areas 30000: Forest 50000: Water Noi perspective in teledetectia satelitara - instrumente si date deschise 2446257,188889 2446257,188889 févr 12, 2010 Produse complexe de monitorizare a mediului marin: nivelul marilor si oceanelor, temperatura apei, salinitate, directia si intensitatea vanturilor si a valurilor Catalogue of products V4.0 April 2014 Noi perspective in teledetectia satelitara - instrumente si date deschise Monitorizarea atmosferei: compozitia atmosferei, energia solara, radiatii ultraviolete, calitatea aerului Noi perspective in teledetectia satelitara - instrumente si date deschise COSMO-Skymed SPOT (VGT) TerraSAR–X Available ributing Missions to GMES Tandem-X or planned Satelitii Sentinel: inregistrari ale suprafetei terestre, marilor si les Potential Contributing Missions to GMES European, PROBA-V oceanelor si atmosferei .. – Some examples GMES dedicated missions COSMO-Skymed GMES dedicated missions GMES GMES dedicated dedicated missions missions national a internatio level Radarsat Potential Contributing Missions to GMES COSMO-Skymed GMES SPOT (VGT) TerraSAR–X Available today Sentinel-1 (A/B) – SAR imaging –weather, Some examples Potential Contributing Missions to GMES Sentinel-1 (A/B) – – SAR SAR imaging imaging Sentinel-1 (A/B) buting Missions to GMES Sentinel-1 (A/B) – SAR imaging All day/night applications, interferometry Sentinel-1 (A/B) – SAR imaging Tandem-X Contributing All weather, day/night applications, interferometry or planned at ntributing Missions to GMES All weather, day/night applications, interferometry S-1A launch: end 2013/early 2014 2013 /2015 All weather, day/night applications, interferometry All weather, day/night applications, interferometry S-1A launch: end 2013/early 2014 2013 /2015 /2015 2013 uting Missions to GMES – launch: Some examples S-1A 2013/early 2014 2013/2015 /2015 S-1A launch: end end 2013/early 2014 TerraSAR–X 2013 European, g Missions to GMES es Missions mples Developed Tandem-X national and s COSMO-Skymed Sentinel-2 (A/B) – Multi-spectral imaging Sentinel-2 (A/B) – Multi-spectral Multi-spectral imaging imaging SPOT (VGT) other purp Sentinel-2 (A/B) – DMC Sentinel-2(A/B) (A/B)––Multi-spectral Multi-spectralimaging imaging international Sentinel-2 Land applications: urban, forest, agriculture,… Land applications: urban, forest, agriculture,… Land applications: urban, forest, agriculture,… S-2A launch: Sep 2014 Pléiades Land applications: urban, forest, agriculture,… Land applications: urban, forest, agriculture,… Continuity of Landsat, SPOT 2014 /2016 S-2A launch: launch: Sep 2014 Continuity of Landsat, Landsat, SPOT Radarsat Cryosat 2014 /2016 /2016 Continuity of SPOT 2014 S-2A Sep 2014 level S-2A launch: Sep 2014 PROBA-V Continuity of Landsat, SPOT 2014 /2016 ContinuitySPOT of Landsat, SPOT 2014 /2016 COSMO-Skymed (VGT) COSMO-Skymed COSMO-Skymed Sentinel-3 (A/B) – Ocean and global land monitoring COSMO-Skymed Sentinel-3 (A/B) (A/B) – – Ocean Ocean and and global global land land monitoring monitoring Sentinel-3 Sentinel-3 – and land Wide-swath ocean color, vegetation, sea/land Sentinel-3(A/B) (A/B) –Ocean Ocean andglobal global landmonitoring monitoring Wide-swath ocean color, vegetation, sea/land TerraSAR–X Wide-swath ocean color, vegetation, sea/land SeoSat S-3A launch: Nov 2014 Wide-swath ocean color, vegetation, sea/land today Wide-swath ocean color, vegetation, sea/landAvailable2014/2017 surface temperature, altimetry TerraSAR–X S-3A launch: Nov 2014 surface temperature, altimetry Available today TerraSAR–X surface temperature, altimetry S-3A launch: Nov 2014 S-3A launch: Nov 2014 2014/2017 Available today PROBA-V surface temperature, altimetry Tandem-X surface temperature, altimetry 2014/2017 DMC TerraSAR–X Tandem-X or planned at 2014/2017 2014/2017 today Tandem-X Available orat planned at Jason or planned European, Tandem-X Sentinel-4 (A/B) – Geostationary atmospheric or planned atEuropean, Sentinel-4 (A/B) – – Geostationary Geostationary atmospheric Developed for European, Sentinel-4 (A/B) atmospheric RapidEye Sentinel-4 (A/B) – Geostationary atmospheric national and Sentinel-4 (A/B) – Geostationary atmospheric Atmospheric composition monitoring, transPROBA-V Atmospheric composition monitoring, transAtmospheric composition monitoring, transEuropean, national and Atmospheric compositionmonitoring, monitoring, trans- international national and Atmospheric composition transother2019/2027 purposes boundary pollution boundary pollution boundary pollution 2019/2027 DMC boundary 2019/2027 national and international SPOT (HRS) boundarypollution pollution international MSG 2019/2027 Radarsat 2019/2027 but making level GMES Cryosat RadarsatRadarsat international level 11 level important data Sentinel-5 precursor/ Sentinel-5 (A/B) – Low-orbit METOP Radarsat Sentinel-5 precursor/ Sentinel-5 (A/B) – Low-orbit Low-orbit Contributing Sentinel-5 precursor/ Sentinel-5 (A/B) – level Sentinel-5 precursor/Sentinel-5 Sentinel-5(A/B) (A/B)––Low-orbit Low-orbit Sentinel-5 precursor/ atmospheric Pléiades available for atmospheric GMES DMC atmospheric atmospheric atmospheric Atmospheric composition monitoring Missions GMES Atmospheric composition composition monitoring monitoring 2015/2020/2027 Atmospheric GMES 2015/2020/2027 Atmosphericcomposition compositionmonitoring monitoring 2015/2020/2027 Contributing Atmospheric 2015/2020/2027 GMES Contributing Missions Atmospheric missions GMES Contributing Missions but makin TerraSAR–X important A Tandem-X availableor f Radarsat TerraSAR–X GMES Eu COSMO-Skymed Tandem-Xna Radarsat in le Radarsat And many more … GMES Atmospheric GMES Contributing Missions Contributing missions tributing Missions ssionsMissions 999 9 99 GMES 2015/2020/2027 2015/2020/2027 Contributing Developed for Pléiades Jason-CS (A/B) – Low inclination Altimetry Jason SeoSat Jason-CS (A/B) – Low inclination Altimetry Developed for Atmospheric Jason-CS (A/B) Low inclination Altimetry otherMissions purposes Jason-CS(A/B) (A/B) –Low Low inclination Altimetry Jason-CS –– inclination Altimetry Sea-level, wave height and marine wind speed Sea-level, wave height and marine wind speed Sea-level, wave height and marine wind speed Developed for other purposes 2019/2025 for Sea-level, and marine Sea-level,wave waveheight height andDeveloped marinewind windspeed speed but making 2019/2025 missions 2019/2025 Cryosat 2019/2025 2019/2025 but making other purposes other purposes Cryosat important data MSG SeoSat Pléiades Atmospheric important data RapidEye but making for Cryosat Cryosat but making available available for METOP missions GMES important data important data MSG Atmospheric SPOT (HRS) GMES Atmospheric available fordeschise Noi perspective in teledetectia si date available for RapidEyesatelitara - instrumente missions 11 Jason SeoSat GMES METOPAtmospheric missions GMES ospheric Credits ESA Atmospheric And many more … Cryosat Cryosat Jason Cryosat Jason D ot bu im av GM And many more Launch Sentinel-1A Lansarea primului satelit Copernicus Sentinel 1 • 3 April 2014 • Kourou spaceport • Soyuz-2 rocket • New era of Earth observation ESA 50 Presentation | 05/12/2013 | Slide 2 ESA UNCLASSIFIED – For Internal Use Noi perspective in teledetectia satelitara - instrumente si date deschise Satelitii Sentinel: inregistrari ale suprafetei terestre, marilor si oceanelor si atmosferei .. 80 1 Km 200 Km 360 2 3 4 100 Km 5 • StripMap Mode Dual polarization, medium swath, high radiometric performance, very high spatial resolution • StripMap Mode Dual polarization, medium swath, high radiometric performance, very high spatial resolution • Wave Mode Sampled StripMap mode, single polarization, low data rate. • Wave Mode Sampled StripMap mode, single polarization, low data rate. European Space Expo, Craiova, Romania, Aprilie, 2014 Satelitii Sentinel: inregistrari ale suprafetei terestre, marilor si oceanelor si atmosferei .. 1.4 TB / zi Sentinel-2 mission will combine: European Space Expo, Craiova, Romania, Aprilie, 2014 1. Systematic acquisition of all land surfaces and coastal waters 2. High revisit frequency (5 days periodicity, same viewing direction, operations of 2 spacecrafts in twin configuration) 3. Large swath (290km) 4. High spatial resolution (10m / 20m / 60m) 5. Large number of spectral bands (13 in VNIR-SWIR domain) 6. Long mission duration (12 years): constellation of 2 satellites, Sentinel-2A launch in 2013 and Sentinel-2B launch 18 month after Satelitii Sentinel: inregistrari ale suprafetei terestre, marilor si oceanelor si atmosferei .. Main Objectives Provide continuity of medium resolution sensors by ensuring the provision of: • Ocean observations data (i.e. Sea-Surface Height, Sea-Surface Temperature, Ocean Colour) • Land optical observation products (i.e. Land Colour, Land Surface Temperature) • Ice topography products (i.e. Sea Ice, Ice sheet interiors, ice sheet margins) • Land hydrology products (i.e. water surface levels for river and lakes) European Space Expo, Craiova, Romania, Aprilie, 2014 Sentinel Scientific Toolboxes Instrumente de procesare - sentinel toolboxes Common Toolbox Architecture Toolbox GUI (VISAT) Sentinel-1 Toolbox Modules Sentinel-2 Toolbox Modules Sentinel-3 Toolbox Modules Toolbox Command-Line (GPT) Common Library and Extensibility Framework (BEAM API, VISAT RCP) Module Runtime and System Modules (Ceres) 3rd Party Libraries Sentinel Toolboxes| 02/10/2014 | Slide 41 Java SE 1.7 Platform ESA UNCLASSIFIED – For Official Use Noi perspective in teledetectia satelitara - instrumente si date deschise 41 Sentinel Scientific Toolboxes Instrumente de procesare - sentinel toolboxes Toolbox Library and Framework Data I/O User Interface Visualisation User Interface Analysis User Interface Processing User Interface Toolbox Common Library and Extensibility Framework Native API: Wrapper APIs: Java Python, C/C++ Module A Module A Module B Module C Module D Stand-alone Tools Adapter Web Service Clients Tool A OPeNDAP Module B Orfeo Toolbox Tool B Module C ARC Processor Tool C WCS WFS Module D GDAL Tools Tool D SOS WMS CDO Operators WPS Sentinel Toolboxes| 02/10/2014 | Slide 42 Noi perspective in teledetectia satelitara - instrumente si date deschise ESA UNCLASSIFIED – For Official Use 42 Instrumente de procesare - sentinel toolboxes Sentinel-1 Scientific Toolbox Evolution of ESA’s NEST SAR Toolbox Familiar but Enhanced Look and Feel •Distributia Sentinel Toolboxes a demarat pe 29 septembrie 2014! Sentinel Scientific Toolboxes •Pachete de instalare pentru S1, S2 si S3! Open Source Software •Distributiile viitoare - un singur pachet de instalare! Sentinel-2 Scientific Toolbox •Website - pachete de instalare, date, tutoriale, forum he Sentinel toolbox software utilizatori: http://earth.esa.int/web/sentinel-tbx/toolboxes! Evolution of ESA’s BEAM Toolbox and Orfeo Toolbox nd full source code is •https://github.com/senbox-org ! stributed freely under the •Summer schools! NU GPL license. Sentinel Toolboxes| 02/10/2014 | Slide 49 ESA UNCLASSIFIED – For Official Use New land-oriented products readers Uncertainty Visual. 3 SPOT 1-7 readers RapidEye L1B/L3A UK-DMC Ingenio/SeoSAT ource Code Repository Deimos https://github.com/senbox-org EnMAP Sentinel Toolboxes| 02/10/2014 | Slide 73 S1 S2 ESA UNCLASSIFIED – For Official Use S3 SNAP Noi perspective in teledetectia satelitara - instrumente si date deschise entinel Toolboxes| 02/10/2014 | Slide 44 SA UNCLASSIFIED – For Official Use Sentinel Toolboxes| 02/10/2014 | Slide 85 ESA UNCLASSIFIED – For Official Use Sentinel Toolboxes - caracteristici si functionalitate ❖ Speckle filtering! ❖ Calibration ! ❖ ❖ ❖ Ellipsoid / terrain correction! Registration, coregistration and reprojection! Interferometry ❖ ❖ ❖ Atmospheric correction! Radiance to reflectance! ❖ Cluster! ❖ Spectral unmixing! ❖ Binning! ❖ Graph processing! ❖ Sensor specific plug-ins! ❖ Mosaicking Temporal synthesis! ❖ Biophysical products! ❖ Water processor! ❖ Crop mapping processor Noi perspective in teledetectia satelitara - instrumente si date deschise Referinte! Thomas Beer. 9-10 Octombrie 2014. The Copernicus Space Component: Sentinels Enter the Operational Phase @ Copernicus Services in the Sentinel Era, Benefits for Eastern Europe Conference! Chris Stewart. 9-10 Octombrie 2014. Tools for Scientific Explotation of Sentinel Data @ Copernicus Services in the Sentinel Era, Benefits for Eastern Europe Conference! ! Va multumesc pentru atentie ! Ion Nedelcu! [email protected]
