From Proba-V to Proba-MVA
|
|
- Angel Benson
- 5 years ago
- Views:
Transcription
1 From Proba-V to Proba-MVA Fabrizio Niro ESA Sensor Performances Products and Algorithm (SPPA) ESA UNCLASSIFIED - For Official Use
2 Proba-V extension in the Copernicus era Proba-V was designed with the main objective to bridge the gap from SPOT- VGT to S3 for Land; in this respect, the mission was successful, ensuring continuity to CGLS for the provision of a large set of biophysical variables By the end of 2019 Sentinel-3 A+B will take over the task of providing data to CGLS for continuing the SPOT-VGT data record Similarly, the Sentinel-2 A+B 10m data at 5 days revisit will address most applications needs (both for land and coastal/inland water)
3 Thinking out-of-the-box: end-of-life experiment In the context of a mission extension beyond 2019, under the assumption that there are no delay in S3 B deployment and operations the constraints of an operational global daily mission will be released for Proba-V this will give the freedom to explore new opportunities to operate the satellite, such as a new mission concept and a completely new observation scenario A similar approach was successfully implemented in the past, toward mission end-of-life, in order to collect valuable data for addressing specific scientific question or for preparing new mission (e.g., ERS-2, GOCE, SPOT-Take5) Special dataset covering the 20 days of GOCE re-entry phase Image Credits: ESA Example of SPOT-Take5 dataset used to simulate Sentinel-2 5-days revisit time series Image Credits: CESBIO
4 Proba-Multiple View Angle (MVA) Proba-1 CHRIS multi-viewing angle observation geometry Image Credits: ESA What about if we tilt the platform along the orbit imaging a given area from multiple viewing angles? We could repeat the manoeuvre along the orbit or focus on special events and target areas Proba-1-CHRIS (same platform) already supports such observation scenario but for small areas (14x14km2), with Proba-V we could cover much bigger areas (full 2200km swath or 500km central camera) to study mesoscale atmospheric processes Among existing MVA sensors: SLSTR (2 views), PARASOL-3MI (the most sophisticated with >14 views and polarizers), the MISR (9 views) seems the most appropriate to be used as a model
5 NASA-MISR on board Terra Launched in 1999 aboard Terra platform to operate until fall 2020 Specs: Swath: 380 km Coverage: global in 9 days Spatial Resolution: 275 m MISR geometry of observation Image Credits: NASA 9 cameras: 1 nadir, 4 forward, 4 backward 4 bands: Blue, Green, Red, NIR Applications: Clouds, Aerosol, Surface MISR observing temporal evolution of solar eclipse and of a volcano's eruption Image Credits: NASA
6 Proba-MVA Specs Vs. MISR MISR Proba-MVA Analysis Coverage Global in 9 days Fragmented, on-request Viewing angles 70, 60, 45, 26, 0, -26, - 45, -60, -70 Across track Swath Spatial Resolution Spectral coverage 70, 55, 0, -55, -70 (TBD) 380 km 2200 km (500km central camera) 275 m 100 m (central camera) Blue, Green, Red, NIR Blue, Red, NIR, SWIR PV-MVA should focus on special events or target areas PV-MAV with 5 viewing angles should provide similar capabilities for aerosol/surface PV- MVA larger swath, though unfavorable illumination condition in the anti-sun camera PV-MVA providing better spatial resolution PV-MVA bands are borader, spurious molecular signature Calibration On-board diffuser Vicarious PV-MVA 5% radiometric accuracy
7 Proba-MVA acquisitions Along-track acquisition (100 km) Proba-V has linear CCD arrays and imaging are built using platform movement (pushbroom) If we simulate a MVA acquisition with 5 viewing angles (70, 55, 0, -55, -70) we should account for the time for acquisition along-track and the remaining time for manoeuvre Along-track acquisition (500 km) The need is to cover an along-track stretch large enough in order to study mesoscale processes in the atmosphere Ideally 500km along track would guarantee to image an area of 500x500km 2 at 100m spatial resolution, which will allow to have a synoptic view of large events (smoke, fires, clouds)
8 Opening the door for new applications: Stereoscopic retrieval of cloud/aerosol top height Stereoscopic view of Etna s plume Stereoscopic retrieval of cloud and aerosol plume height with MISR. The MVA allows for purely geometric retrieval of height, independent on errors in radiometry, it has been largely validated with MODIS cloud top height.
9 Opening the door for new applications: Retrieval of wind vectors Tracking Hurricane Wilma across Caribbean Retrieval of multi-levels wind vectors over Hurricane Earl
10 Opening the door for new applications: Retrieval of aerosol optical and micro-physical properties Retrieving size of dust and smoke aerosol particles with MISR. MVA capabilities are key to retrieve aerosol optical and microphysical properties since they allow to sample phase functions at different scattering angles. Sever air pollution in New Delhi
11 Opening the door for new applications: Retrieving canopy height and vegetation parameters Mapping canopy height with MISR LAI and FPAR maps from MISR
12 Initial thoughts about Proba-MVA implementation Duration Mission concept Calibration Processing Exploitation Proposal Starting Nov 2019 (as long as CGLS will be ready for the transition to S3) for 1-2 years Planning could be on request for target areas and special events or autonomous for sequential stripes along the orbit Calibration should be continued using the current vicarious methods Operational processing limited to co-registered and fully calibrated Level 1 MVA images at TOA Level 2 could be ESA-supported science products developed within the Proba-V MEP QWG should be revised to include scientists of aerosol/clouds/3drtm; MISR and 3MI scientists should be involved as well Action TBD internally To be verified with REDU/ESTEC To be verified with VITO To be discussed internally
13 Conclusion Considering the availability of Sentinel-3 A+B constellation, it is difficult to justify the continuation of Proba-V mission beyond 2019 as-it-is The proposal is to have a paradigm shift from an operational to an Earth- Explorer-type mission for a limited 1-2 years period Proba-MVA can have a number of benefits: Provide justifications for a future ESA operational MVA mission Stimulate new science, e.g., for retrieval of aerosol and clouds properties, for improving 3D RTM of coupled canopy/atmosphere Aggregating a new science community (Land and Atmosphere) around the Proba-V MEP for developing new algorithms, sharing ideas Foster synergy with current and planned EO missions such as S2 and S3, and with in-situ network of aerosol/cloud observations
14 Back-up slides ESA UNCLASSIFIED - For Official Use
15 The orbital drift Orbital drift is known to have significant impact on longterm data record of satellite products, as demonstrated for AVHRR-NOAA derived products (e.g., J. R. Nagol et al., Remote Sens., 2014); The current prediction of Proba-V LTDN evolution are: 9:40 Nov 2019, 9:00 end of 2020; This will worsen environmental conditions for optical imagery (especially in anti-sun side-view camera) and introduce spurious trends in long-term analysis; While BRDF correction, C2 baseline, will partly cure this effect by providing nadir-normalized reflectances, the continuity requirement of the mission could be questionable considering that an operational stable mission (Sentinel-3) will be fully functional at that time;
Lecture 6: Multispectral Earth Resource Satellites. The University at Albany Fall 2018 Geography and Planning
Lecture 6: Multispectral Earth Resource Satellites The University at Albany Fall 2018 Geography and Planning Outline SPOT program and other moderate resolution systems High resolution satellite systems
More informationCopernicus Introduction Lisbon, Portugal 13 th & 14 th February 2014
Copernicus Introduction Lisbon, Portugal 13 th & 14 th February 2014 Contents Introduction GMES Copernicus Six thematic areas Infrastructure Space data An introduction to Remote Sensing In-situ data Applications
More informationRemote Sensing Platforms
Types of Platforms Lighter-than-air Remote Sensing Platforms Free floating balloons Restricted by atmospheric conditions Used to acquire meteorological/atmospheric data Blimps/dirigibles Major role - news
More informationSentinel-2 Products and Algorithms
Sentinel-2 Products and Algorithms Ferran Gascon (Sentinel-2 Data Quality Manager) Workshop Preparations for Sentinel 2 in Europe, Oslo 26 November 2014 Sentinel-2 Mission Mission Overview Products and
More informationNORMALIZING ASTER DATA USING MODIS PRODUCTS FOR LAND COVER CLASSIFICATION
NORMALIZING ASTER DATA USING MODIS PRODUCTS FOR LAND COVER CLASSIFICATION F. Gao a, b, *, J. G. Masek a a Biospheric Sciences Branch, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA b Earth
More informationOn the use of water color missions for lakes in 2021
Lakes and Climate: The Role of Remote Sensing June 01-02, 2017 On the use of water color missions for lakes in 2021 Cédric G. Fichot Department of Earth and Environment 1 Overview 1. Past and still-ongoing
More informationNON-PHOTOGRAPHIC SYSTEMS: Multispectral Scanners Medium and coarse resolution sensor comparisons: Landsat, SPOT, AVHRR and MODIS
NON-PHOTOGRAPHIC SYSTEMS: Multispectral Scanners Medium and coarse resolution sensor comparisons: Landsat, SPOT, AVHRR and MODIS CLASSIFICATION OF NONPHOTOGRAPHIC REMOTE SENSORS PASSIVE ACTIVE DIGITAL
More informationStatus of MODIS, VIIRS, and OLI Sensors
Status of MODIS, VIIRS, and OLI Sensors Xiaoxiong (Jack) Xiong, Jim Butler, and Brian Markham Code 618.0 NASA/GSFC, Greenbelt, MD 20771, USA Acknowledgements: NASA MODIS Characterization Support Team (MCST)
More informationRemote Sensing Platforms
Remote Sensing Platforms Remote Sensing Platforms - Introduction Allow observer and/or sensor to be above the target/phenomena of interest Two primary categories Aircraft Spacecraft Each type offers different
More informationRemote Sensing Exam 2 Study Guide
Remote Sensing Exam 2 Study Guide Resolution Analog to digital Instantaneous field of view (IFOV) f ( cone angle of optical system ) Everything in that area contributes to spectral response mixels Sampling
More informationVENµS: A Joint French Israeli Earth Observation Scientific Mission with High Spatial and Temporal Resolution Capabilities
VENµS: A Joint French Israeli Earth Observation Scientific Mission with High Spatial and Temporal Resolution Capabilities G. Dedieu 1, A. Karnieli 2, O. Hagolle 3, H. Jeanjean 3, F. Cabot 3, P. Ferrier
More information3/31/03. ESM 266: Introduction 1. Observations from space. Remote Sensing: The Major Source for Large-Scale Environmental Information
Remote Sensing: The Major Source for Large-Scale Environmental Information Jeff Dozier Observations from space Sun-synchronous polar orbits Global coverage, fixed crossing, repeat sampling Typical altitude
More information9/12/2011. Training Course Remote Sensing Basic Theory & Image Processing Methods September 2011
Training Course Remote Sensing Basic Theory & Image Processing Methods 19 23 September 2011 Popular Remote Sensing Sensors & their Selection Michiel Damen (September 2011) damen@itc.nl 1 Overview Low resolution
More informationMonitoring Natural Disasters with Small Satellites Smart Satellite Based Geospatial System for Environmental Protection
Monitoring Natural Disasters with Small Satellites Smart Satellite Based Geospatial System for Environmental Protection Krištof Oštir, Space-SI, Slovenia Contents Natural and technological disasters Current
More informationInternational Conference on Space Optics ICSO 2014 La Caleta, Tenerife, Canary Islands 7 10 October /cso _2014 ono ' r
International Conference on Space Optics La Caleta, Tenerife, Canary Islands 7 10 October 2014 Edited by Zoran Sodnik, Bruno Cugny, and Nikos Karafolas /cso _2014 ono ' r 6 October 2014: La Palma Excursion
More informationSatellite data processing and analysis: Examples and practical considerations
Satellite data processing and analysis: Examples and practical considerations Dániel Kristóf Ottó Petrik, Róbert Pataki, András Kolesár International LCLUC Regional Science Meeting in Central Europe Sopron,
More informationUpdate on Landsat Program and Landsat Data Continuity Mission
Update on Landsat Program and Landsat Data Continuity Mission Dr. Jeffrey Masek LDCM Deputy Project Scientist NASA GSFC, Code 923 November 21, 2002 Draft LDCM Implementation Phase RFP Overview Page 1 Celebrate!
More informationMERIS instrument. Muriel Simon, Serco c/o ESA
MERIS instrument Muriel Simon, Serco c/o ESA Workshop on Sustainable Development in Mountain Areas of Andean Countries Mendoza, Argentina, 26-30 November 2007 ENVISAT MISSION 2 Mission Chlorophyll case
More informationCompact High Resolution Imaging Spectrometer (CHRIS) siraelectro-optics
Compact High Resolution Imaging Spectrometer (CHRIS) Mike Cutter (Mike_Cutter@siraeo.co.uk) Summary CHRIS Instrument Design Instrument Specification & Performance Operating Modes Calibration Plan Data
More informationLandsat 8 and Sentinel 2 higher order products: input to S2DUP. Chris Justice (UMD) Curtis Woodcock (BU), Martin Claverie (UMD/GSFC)
Landsat 8 and Sentinel 2 higher order products: input to S2DUP Chris Justice (UMD) Curtis Woodcock (BU), Martin Claverie (UMD/GSFC) MODIS Land Products Energy Balance Product Suite Surface Reflectance
More informationSources of Geographic Information
Sources of Geographic Information Data properties: Spatial data, i.e. data that are associated with geographic locations Data format: digital (analog data for traditional paper maps) Data Inputs: sampled
More informationIKONOS High Resolution Multispectral Scanner Sensor Characteristics
High Spatial Resolution and Hyperspectral Scanners IKONOS High Resolution Multispectral Scanner Sensor Characteristics Launch Date View Angle Orbit 24 September 1999 Vandenberg Air Force Base, California,
More informationAVHRR/3 Operational Calibration
AVHRR/3 Operational Calibration Jörg Ackermann, Remote Sensing and Products Division 1 Workshop`Radiometric Calibration for European Missions, 30/31 Aug. 2017`,Frascati (EUM/RSP/VWG/17/936014) AVHRR/3
More informationXSAT Ground Segment at CRISP
XSAT Ground Segment at CRISP LIEW Soo Chin Head of Research, CRISP http://www.crisp.nus.edu.sg 5 th JPTM for Sentinel Asia Step-2, 14-16 Nov 2012, Daejeon, Korea Centre for Remote Imaging, Sensing and
More informationIntroduction to Remote Sensing Fundamentals of Satellite Remote Sensing. Mads Olander Rasmussen
Introduction to Remote Sensing Fundamentals of Satellite Remote Sensing Mads Olander Rasmussen (mora@dhi-gras.com) 01. Introduction to Remote Sensing DHI What is remote sensing? the art, science, and technology
More informationremote sensing? What are the remote sensing principles behind these Definition
Introduction to remote sensing: Content (1/2) Definition: photogrammetry and remote sensing (PRS) Radiation sources: solar radiation (passive optical RS) earth emission (passive microwave or thermal infrared
More informationIntroduction to Remote Sensing
Introduction to Remote Sensing Spatial, spectral, temporal resolutions Image display alternatives Vegetation Indices Image classifications Image change detections Accuracy assessment Satellites & Air-Photos
More informationSensor resolutions from space: the tension between temporal, spectral, spatial and swath. David Bruce UniSA and ISU
Sensor resolutions from space: the tension between temporal, spectral, spatial and swath David Bruce UniSA and ISU 1 Presentation aims 1. Briefly summarize the different types of satellite image resolutions
More informationFundamentals of Remote Sensing
Climate Variability, Hydrology, and Flooding Fundamentals of Remote Sensing May 19-22, 2015 GEO-Latin American & Caribbean Water Cycle Capacity Building Workshop Cartagena, Colombia 1 Objective To provide
More informationENMAP RADIOMETRIC INFLIGHT CALIBRATION, POST-LAUNCH PRODUCT VALIDATION, AND INSTRUMENT CHARACTERIZATION ACTIVITIES
ENMAP RADIOMETRIC INFLIGHT CALIBRATION, POST-LAUNCH PRODUCT VALIDATION, AND INSTRUMENT CHARACTERIZATION ACTIVITIES A. Hollstein1, C. Rogass1, K. Segl1, L. Guanter1, M. Bachmann2, T. Storch2, R. Müller2,
More informationStatus of the CNES / MicroCarb small
Status of the CNES / MicroCarb small satellite for CO 2 measurements D. Jouglet on behalf of the MicroCarb team (F. Buisson, D. Pradines, V. Pascal, C. Pierangelo, C. Buil, S. Gaugain, C. Deniel, F.M.
More informationThe studies began when the Tiros satellites (1960) provided man s first synoptic view of the Earth s weather systems.
Remote sensing of the Earth from orbital altitudes was recognized in the mid-1960 s as a potential technique for obtaining information important for the effective use and conservation of natural resources.
More informationSentinel-3 OLCI/SLSTR - Validation of the Radiometric Calibration for Optical Sensors
Sentinel-3 OLCI/SLSTR - Validation of the Radiometric Calibration for Optical Sensors Bertrand Fougnie Centre national d Etudes Spatiales, 31404 Toulouse, France (@cnes.fr) Jens Nieke, Marc Bouvet European
More informationRemote Sensing 1 Principles of visible and radar remote sensing & sensors
Remote Sensing 1 Principles of visible and radar remote sensing & sensors Nick Barrand School of Geography, Earth & Environmental Sciences University of Birmingham, UK Field glaciologist collecting data
More informationFeedback on Level-1 data from CCI projects
Feedback on Level-1 data from CCI projects R. Hollmann, Cloud_cci Background Following this years CMUG meeting & Science Leader discussion on Level 1 CCI projects ingest a lot of level 1 satellite data
More informationRadiometric Validation of Sentinel-3
Radiometric Validation of Sentinel-3 by Kevin Ruddick, Dimitry Van Der Zande and Quinten Vanhellemont (RBINS, ODNature, REMSEM) Sentinel-2 Radiometric Validation of Sentinel-3 by Kevin Ruddick, Dimitry
More informationMulti-sensor data base over desert sites for calibration purpose. P. Henry ¹, X. Briottet ², C. Miesch ², F. Cabot ¹ ¹CNES, ²ONERA
Multi-sensor data base over desert sites for calibration purpose P. Henry ¹, X. Briottet ², C. Miesch ², F. Cabot ¹ ¹CNES, ²ONERA Outline Introduction SADE database Calibration method Some results Desert
More informationI nnovative I maging & R esearch I 2. Assessing and Removing AWiFS Systematic Geometric and Atmospheric Effects to Improve Land Cover Change Detection
I nnovative I maging & esearch Assessing and emoving AWiFS Systematic Geometric and Atmospheric Effects to Improve Land Cover Change Detection Mary Pagnutti obert E. yan Spring LCLUC Science Team Meeting
More informationSEN3APP Stakeholder Workshop, Helsinki Yrjö Rauste/VTT Kaj Andersson/VTT Eija Parmes/VTT
Optical Products from Sentinel-2 and Suomi- NPP/VIIRS SEN3APP Stakeholder Workshop, Helsinki 19.11.2015 Yrjö Rauste/VTT Kaj Andersson/VTT Eija Parmes/VTT Structure of Presentation High-resolution data
More informationThe Biomass Mission, status of the satellite system
The Biomass Mission, status of the satellite system M. Arcioni, P. Bensi, M. Fehringer, F. Fois, F. Heliere, K. Scipal PolInSAR/Biomass Meeting 2015, ESRIN 29/01/2015 1. Key facts (lifetime, duty cycle
More informationTowards the Intercalibration of EO medium resolution multi-spectral imagers : MEREMSII Final Report Executive Summary
Page : i Towards the Intercalibration of EO medium resolution multi-spectral imagers MEREMSII FINAL REPORT EXECUTIVE SUMMARY ESA contract: 4000101605/10/NL/CBi ARGANS Reference: 003-009 Date: 14 January
More informationASSESSMENT BY ESA OF GCOS CLIMATE MONITORING PRINCIPLES FOR GMES
Prepared by ESA Agenda Item: III.5 Discussed in WG3 ASSESSMENT BY ESA OF GCOS CLIMATE MONITORING PRINCIPLES FOR GMES The ESA Sentinel missions are being designed for the GMES services, with special emphasis
More informationIDEAS+ WP3520 Calibration and data quality toolbox. July 2016 Steve Mackin James Warner
IDEAS+ WP3520 Calibration and data quality toolbox July 2016 Steve Mackin James Warner Proposition : Every image contains the same information Railroad Valley, Nevada London, UK Rationale for the project
More informationNew capabilities in Earth Observation for agriculture
New capabilities in Earth Observation for agriculture Prof. Katarzyna Dabrowska-Zielinska Head of Remote Sensing Department Institute of Geodesy and Cartography Modzelewskiego 27 Street 02-679 Warsaw Poland
More information1. INTRODUCTION. GOCI : Geostationary Ocean Color Imager
1. INTRODUCTION The Korea Ocean Research and Development Institute (KORDI) releases an announcement of opportunity (AO) to carry out scientific research for the utilization of GOCI data. GOCI is the world
More informationSATELLITE OCEANOGRAPHY
SATELLITE OCEANOGRAPHY An Introduction for Oceanographers and Remote-sensing Scientists I. S. Robinson Lecturer in Physical Oceanography Department of Oceanography University of Southampton JOHN WILEY
More information9/12/2011. Training Course Remote Sensing Basic Theory & Image Processing Methods September 2011
Training Course Remote Sensing Basic Theory & Image Processing Methods 19 23 September 2011 Remote Sensing Platforms Michiel Damen (September 2011) damen@itc.nl 1 Overview Platforms & missions aerial surveys
More informationRecent developments in Deep Blue satellite aerosol data products from NASA GSFC
Recent developments in Deep Blue satellite aerosol data products from NASA GSFC Andrew M. Sayer, N. Christina Hsu (PI), Corey Bettenhausen, Myeong-Jae Jeong Climate & Radiation Laboratory, NASA Goddard
More informationThe Moderate Resolution Imaging Spectroradiometer (MODIS): Potential Applications for Climate Change and Modeling Studies
The Moderate Resolution Imaging Spectroradiometer (MODIS): Potential Applications for Climate Change and Modeling Studies Menas Kafatos, CEOSR, George Mason University Jim McManus, CEOSR, GMU and GES DISC
More informationInter-Calibration of the RapidEye Sensors with Landsat 8, Sentinel and SPOT
Inter-Calibration of the RapidEye Sensors with Landsat 8, Sentinel and SPOT Dr. Andreas Brunn, Dr. Horst Weichelt, Dr. Rene Griesbach, Dr. Pablo Rosso Content About Planet Project Context (Purpose and
More informationApplication of Satellite Remote Sensing for Natural Disasters Observation
Application of Satellite Remote Sensing for Natural Disasters Observation Prof. Krištof Oštir, Ph.D. University of Ljubljana Faculty of Civil and Geodetic Engineering Outline Earth observation current
More informationIntroduction to Remote Sensing
Introduction to Remote Sensing Daniel McInerney Urban Institute Ireland, University College Dublin, Richview Campus, Clonskeagh Drive, Dublin 14. 16th June 2009 Presentation Outline 1 2 Spaceborne Sensors
More informationJohn P. Stevens HS: Remote Sensing Test
Name(s): Date: Team name: John P. Stevens HS: Remote Sensing Test 1 Scoring: Part I - /18 Part II - /40 Part III - /16 Part IV - /14 Part V - /93 Total: /181 2 I. History (3 pts. each) 1. What is the name
More informationVtWeb - Multi-data access / processing / sharing / export A door open to on-the-fly (cross) calibration
IDEAS+ Cal/Val Workshop#5 VtWeb - Multi-data access / processing / sharing / export A door open to on-the-fly (cross) calibration Serge RIAZANOFF Director serge.riazanoff@visioterra.fr http://www.visioterra.fr
More informationComprehensive Vicarious Calibration and Characterization of a Small Satellite Constellation Using the Specular Array Calibration (SPARC) Method
This document does not contain technology or Technical Data controlled under either the U.S. International Traffic in Arms Regulations or the U.S. Export Administration Regulations. Comprehensive Vicarious
More informationFinal Examination Introduction to Remote Sensing. Time: 1.5 hrs Max. Marks: 50. Section-I (50 x 1 = 50 Marks)
Final Examination Introduction to Remote Sensing Time: 1.5 hrs Max. Marks: 50 Note: Attempt all questions. Section-I (50 x 1 = 50 Marks) 1... is the technology of acquiring information about the Earth's
More informationS3 Product Notice SLSTR
S3 Product Notice SLSTR Mission Sensor Product S3-A SLSTR Level 2 Land Surface Temperature Product Notice ID S3A.PN-SLSTR-L2L.02 Issue/Rev Date 05/07/2017 Version 1.0 Preparation Approval This Product
More informationPractical Uses of Satellite Data in Forest Management
Practical Uses of Satellite Data in Forest Management GCFF Conference April 2018 Copernicus: Sentinel-2 The Optical Imaging Mission for Land Services 1 Uses for Satellite Imagery 1. Introduction 2. Satellite
More informationPLANET SURFACE REFLECTANCE PRODUCT
PLANET SURFACE REFLECTANCE PRODUCT FEBRUARY 2018 SUPPORT@PLANET.COM PLANET.COM VERSION 1.0 TABLE OF CONTENTS 3 Product Description 3 Atmospheric Correction Methodology 5 Product Limitations 6 Product Assessment
More informationLight penetration within a clear water body. E z = E 0 e -kz
THE BLUE PLANET 1 2 Light penetration within a clear water body E z = E 0 e -kz 3 4 5 Pure Seawater Phytoplankton b w 10-2 m -1 b w 10-2 m -1 b w, Morel (1974) a w, Pope and Fry (1997) b chl,loisel and
More informationCCDs for Earth Observation James Endicott 1 st September th UK China Workshop on Space Science and Technology, Milton Keynes, UK
CCDs for Earth Observation James Endicott 1 st September 2011 7 th UK China Workshop on Space Science and Technology, Milton Keynes, UK Introduction What is this talk all about? e2v sensors in spectrometers
More informationRemote Sensing Phenology. Bradley Reed Principal Scientist USGS National Center for Earth Resources Observation and Science Sioux Falls, SD
Remote Sensing Phenology Bradley Reed Principal Scientist USGS National Center for Earth Resources Observation and Science Sioux Falls, SD Remote Sensing Phenology Potential to provide wall-to-wall phenology
More informationEnMAP Environmental Mapping and Analysis Program
EnMAP Environmental Mapping and Analysis Program www.enmap.org Mathias Schneider Mission Objectives Regular provision of high-quality calibrated hyperspectral data Precise measurement of ecosystem parameters
More informationGMES Sentinel-2. The Optical High Resolution Mission for GMES Operational Services
GMES Sentinel-2 The Optical High Resolution Mission for GMES Operational Services Philippe Martimort GMES Sentinel-2 Mission and Payload Manager, ESA/ESTEC 15 October 2007, AGRISAR Workshop, Noordwijk
More informationTime Trend Evaluations of Absolute Accuracies for PRISM and AVNIR-2
The 3 rd ALOS Joint PI Symposium, Kona, Hawaii, US Nov. 9-13, 2009 Time Trend Evaluations of Absolute Accuracies for PRISM and AVNIR-2 Takeo Tadono*, Masanobu Shimada*, Hiroshi Murakami*, Junichi Takaku**,
More informationPléiades imagery for coastal and inland water applications
Pléiades imagery for coastal and inland water applications Pléiades 2014-09-08 Quinten Vanhellemont & PONDER project 2017-10-20 dredging ship PONDER SR/00/325 «Ocean colour remote sensing» Remote sensing
More informationSummary Recommendations from IOCS Splinter Sessions
Summary Recommendations from IOCS Splinter Sessions Recommendations from the Splinter Session on Advances in Atmospheric Correction of Satellite Ocean Colour Imagery (Chairs: Robert Frouin, Sean Bailey
More informationRemote Sensing. Division C. Written Exam
Remote Sensing Division C Written Exam Team Name: Team #: Team Members: _ Score: /132 A. Matching (10 points) 1. Nadir 2. Albedo 3. Diffraction 4. Refraction 5. Spatial Resolution 6. Temporal Resolution
More informationSatellite Imagery and Remote Sensing. DeeDee Whitaker SW Guilford High EES & Chemistry
Satellite Imagery and Remote Sensing DeeDee Whitaker SW Guilford High EES & Chemistry whitakd@gcsnc.com Outline What is remote sensing? How does remote sensing work? What role does the electromagnetic
More informationOutline. Data continuity defined. sensors. Discussion points
Outline Overview Data continuity defined Data continuity - Coarse, medium and high resolution sensors Satellite sensors useful for fire research Discussion points Data Continuity - Defined During 1992,
More informationAn Introduction to Geomatics. Prepared by: Dr. Maher A. El-Hallaq خاص بطلبة مساق مقدمة في علم. Associate Professor of Surveying IUG
An Introduction to Geomatics خاص بطلبة مساق مقدمة في علم الجيوماتكس Prepared by: Dr. Maher A. El-Hallaq Associate Professor of Surveying IUG 1 Airborne Imagery Dr. Maher A. El-Hallaq Associate Professor
More informationGMES DA COPERNICUS
2014 Airbus Defence and Space All rights reserved. The reproduction, distribution and utilization of this document as well as the communication of its contents to others without express authorization is
More informationNational Aeronautics and Space Administration. Landsat Update. Jeff Masek, NASA GSFC Jim Irons, NASA GSFC. April 3, 2012 LCLUC Meeting.
National Aeronautics and Space Administration Landsat Update Jeff Masek, NASA GSFC Jim Irons, NASA GSFC April 3, 2012 LCLUC Meeting www.nasa.gov Agenda Landsat-5/7 Update LDCM / Landsat-8 Mission Status
More informationESA Sensor Performance, Products and Algorithms
ESA Sensor Performance, Products and Algorithms Bojan R. Bojkov Head, Sensor Performance, Products and Algorithms Ground Segment and Mission Operations Department ESRIN, Frascati, Italy ESA EO missions
More informationEUROPEAN SPACE AGENCY INDUSTRIAL POLICY COMMITTEE
Att. : Annexes Paris, 20 th March 2008 (English only) EUROPEAN SPACE AGENCY INDUSTRIAL POLICY COMMITTEE GENERAL SUPPORT TECHNOLOGY PROGRAMME UPDATE OF THE GSTP-4 SPECIFIC AREA WORK PLAN AND PROCUREMENT
More informationOPAL Optical Profiling of the Atmospheric Limb
OPAL Optical Profiling of the Atmospheric Limb Alan Marchant Chad Fish Erik Stromberg Charles Swenson Jim Peterson OPAL STEADE Mission Storm Time Energy & Dynamics Explorers NASA Mission of Opportunity
More informationROLE OF SATELLITE DATA APPLICATION IN CADASTRAL MAP AND DIGITIZATION OF LAND RECORDS DR.T. RAVISANKAR GROUP HEAD (LRUMG) RSAA/NRSC/ISRO /DOS HYDERABAD
ROLE OF SATELLITE DATA APPLICATION IN CADASTRAL MAP AND DIGITIZATION OF LAND RECORDS DR.T. RAVISANKAR GROUP HEAD (LRUMG) RSAA/NRSC/ISRO /DOS HYDERABAD WORKSHOP on Best Practices under National Land Records
More informationJapan's Greenhouse Gases Observation from Space
1 Workshop on EC CEOS Priority on GHG Monitoring Japan's Greenhouse Gases Observation from Space 18 June, 2018@Ispra, Italy Masakatsu NAKAJIMA Japan Aerospace Exploration Agency Development and Operation
More informationCGMS-37, NOAA-WP-33 Prepared by NOAA Agenda Item: IV/1 Discussed in WG IV
Prepared by NOAA Agenda Item: IV/1 Discussed in WG IV NOAA-WP-33 provides a status of its Geostationary Operational Environmental Satellite Series R (GOES-R). and polar-orbiting satellite constellations.
More informationFiducial Reference Measurement for Cal/Val
Fiducial Reference Measurement for Cal/Val Philippe Goryl Sensor Performance Product Algorithm ESA/ESRIN Issue/Revision: 0.0 Reference: Status: ESA UNCLASSIFIED - For Official Use Copernicus European Leadership
More informationStatus of Aqua MODIS Reflective Solar Bands Calibration and Performance
EOS Status of Aqua MODIS Reflective Solar Bands Calibration and Performance Jack Xiong NASA GSFC, Greenbelt, MD 20771, USA A. Angal, H. Chen, X. Geng, D. Link, Y. Li, and A. Wu SSAI, 10210 Greenbelt Road,
More informationSuomi NPP VIIRS Calibration/ Validation Progress Update
Suomi NPP VIIRS Calibration/ Validation Progress Update C. Cao 1, Q. Liu 2, S. Blonski 2, X. Shao 2, and S. Uprety 3 1 NOAA/NESDIS Center for Satellite Applications and Research 2 ESSIC, University of
More informationMSPI: The Multiangle Spectro-Polarimetric Imager
MSPI: The Multiangle Spectro-Polarimetric Imager I. Summary Russell A. Chipman Professor, College of Optical Sciences University of Arizona (520) 626-9435 rchipman@optics.arizona.edu The Multiangle SpectroPolarimetric
More informationKONGSBERG SATELLITE SERVICES Earth Observation for Maritime Operations Current Capabilities and Future Potential
KONGSBERG SATELLITE SERVICES 2017 Earth Observation for Maritime Operations Current Capabilities and Future Potential Andreas Hay Kaljord Project Manager KSAT HQ IN TROMSØ - 69N WELCOME TO TROMSØ Established
More informationPassive Microwave Sensors LIDAR Remote Sensing Laser Altimetry. 28 April 2003
Passive Microwave Sensors LIDAR Remote Sensing Laser Altimetry 28 April 2003 Outline Passive Microwave Radiometry Rayleigh-Jeans approximation Brightness temperature Emissivity and dielectric constant
More informationANALYSIS OF LAND COVER AND LAND USE CHANGES USING SENTINEL-2 IMAGES
DOI 10.1515/pesd-2016-0034 PESD, VOL. 10, no. 2, 2016 ANALYSIS OF LAND COVER AND LAND USE CHANGES USING SENTINEL-2 IMAGES Nicoleta Iurist (Dumitrașcu) 1,, Florian Stătescu 2, Iustina Lateș 3 Key words,
More informationMiguel A. Aguirre. Introduction to Space. Systems. Design and Synthesis. ) Springer
Miguel A. Aguirre Introduction to Space Systems Design and Synthesis ) Springer Contents Foreword Acknowledgments v vii 1 Introduction 1 1.1. Aim of the book 2 1.2. Roles in the architecture definition
More informationESA Agency Report. Bojan R. Bojkov
Sentinel-3 ESA Agency Report Bojan R. Bojkov Head, Sensor Performance, Products and Algorithms Directorate of Earth Observation Programmes European Space Agency (ESA/ESRIN) ESA Earth Observation missions
More informationPILOTING A DECISION SUPPORT TOOL (DST) FOR MAPPING CYANOBACTERIAL HARMFUL ALGAL BLOOMS (CHABS) TO SUPPORT PUBLIC HEALTH AND RESOURCE MANAGEMENT.
PILOTING A DECISION SUPPORT TOOL (DST) FOR MAPPING CYANOBACTERIAL HARMFUL ALGAL BLOOMS (CHABS) TO SUPPORT PUBLIC HEALTH AND RESOURCE MANAGEMENT. Nathan Torbick, Applied Geosolutions Scott Stoodley, Director,
More informationNASA Missions and Products: Update. Garik Gutman, LCLUC Program Manager NASA Headquarters Washington, DC
NASA Missions and Products: Update Garik Gutman, LCLUC Program Manager NASA Headquarters Washington, DC 1 JPSS-2 (NOAA) SLI-TBD Formulation in 2015 RBI OMPS-Limb [[TSIS-2]] [[TCTE]] Land Monitoring at
More informationEarth-observing satellite intercomparison using the Radiometric Calibration Test Site at Railroad Valley
Earth-observing satellite intercomparison using the Radiometric Calibration Test Site at Railroad Valley Jeffrey Czapla-Myers Joel McCorkel Nikolaus Anderson Stuart Biggar Jeffrey Czapla-Myers, Joel McCorkel,
More informationRailroad Valley Playa for use in vicarious calibration of large footprint sensors
Railroad Valley Playa for use in vicarious calibration of large footprint sensors K. Thome, J. Czapla-Myers, S. Biggar Remote Sensing Group Optical Sciences Center University of Arizona Introduction P
More informationThe use of satellite images to forecast agricultural
The use of satellite images to forecast agricultural Luxembourg, 12.03.2014 r. Tomasz Milewski NUTS for Poland: NUTS 1 macro-regions (grup of province, voivodships) (6), NUTS 2 - regions (province,
More informationTextbook, Chapter 15 Textbook, Chapter 10 (only 10.6)
AGOG 484/584/ APLN 551 Fall 2018 Concept definition Applications Instruments and platforms Techniques to process hyperspectral data A problem of mixed pixels and spectral unmixing Reading Textbook, Chapter
More informationIntroduction to KOMPSAT
Introduction to KOMPSAT September, 2016 1 CONTENTS 01 Introduction of SIIS 02 KOMPSAT Constellation 03 New : KOMPSAT-3 50 cm 04 New : KOMPSAT-3A 2 KOMPSAT Constellation KOMPSAT series National space program
More informationOVERVIEW OF KOMPSAT-3A CALIBRATION AND VALIDATION
OVERVIEW OF KOMPSAT-3A CALIBRATION AND VALIDATION DooChun Seo 1, GiByeong Hong 1, ChungGil Jin 1, DaeSoon Park 1, SukWon Ji 1 and DongHan Lee 1 1 KARI(Korea Aerospace Space Institute), 45, Eoeun-dong,
More informationUsing Ground Targets for Sensor On orbit Calibration Support
EOS Using Ground Targets for Sensor On orbit Calibration Support X. Xiong, A. Angal, A. Wu, and T. Choi MODIS Characterization Support Team (MCST), NASA/GSFC G. Chander SGT/USGS EROS CEOS Libya 4 Workshop,
More informationDIGITALGLOBE ATMOSPHERIC COMPENSATION
See a better world. DIGITALGLOBE BEFORE ACOMP PROCESSING AFTER ACOMP PROCESSING Summary KOBE, JAPAN High-quality imagery gives you answers and confidence when you face critical problems. Guided by our
More informationBAFFLES DESIGN OF THE PROBA-V WIDE FOV TMA
BAFFLES DESIGN OF THE PROBA-V WIDE FOV TMA A. Mazzoli 1, P. Holbrouck 2, Y. Houbrechts 1, L. Maresi 3, Y. Stockman 1, M.Taccola 3, J. Versluys 2. 1 Centre Spatial de Liège (CSL), University of Liège, Avenue
More informationThe Global Imager (GLI)
The Global Imager (GLI) Launch : Dec.14, 2002 Initial check out : to Apr.14, 2003 (~L+4) First image: Jan.25, 2003 Second image: Feb.6 and 7, 2003 Calibration and validation : to Dec.14, 2003(~L+4) for
More information