Rapideye (2008 -> ) Not just another high resolution satellite sensor. 5 satellites RapidEye constellation. 5 million km² daily collection capacity

Size: px
Start display at page:

Download "Rapideye (2008 -> ) Not just another high resolution satellite sensor. 5 satellites RapidEye constellation. 5 million km² daily collection capacity"

Transcription

1 Rapideye (2008 -> ) Not just another high resolution satellite sensor 5 satellites RapidEye constellation 5 million km² daily collection capacity Price: $1.40 / sq km ($2.50 rectified) Orbit:

2 5 identical satellites: Tachys (rapid) Mati (eye) Choma (earth) Choros (space) Trochia (orbit)

3 First commercial satellites to image the Red-edge band (measures variances in vegetation) Products - Two types: Level 1A radiometric and sensor correction Level 3A radiometric, sensor, geometric correction Price: $1.40 / sq km ($2.50 rectified) Launch:

4 RapidEye 1-5 (Germany) Resolution: 5 m Collected at 6.5m 12-bit data Bands: Blue ( nm) Green ( nm) Red ( nm) Red Edge ( nm) Near IR ( nm) Altitude: 630 km Push Broom Revisit time: Off-nadir 1 day Nadir 5.5 days Swath width of 77 km Launched August 29, 2008 Images at 11:00am local

5 5 spectral bands multispectral imagery includes the Red Edge (RE)

6 Designed/launched 2008 by Rapideye AG Munich/Berlin,Germany Implemented by MacDonald Dettwiler (MDA) Richmond, BC Satellites built by Surrey Satellite Technology Ltd (UK) World leader in building small satellites (ex-u. Surrey) 1 cubic metre (150kg) Data downloaded to receiving stations, Svalbard, Norway Rapideye acquired 2011 by Iunctus -> Blackbridge, Lethbridge, AB (LA) Planet Labs, CA acquires Blackbridge and RapidEye

7 Sept : Iunctus Geomatics Corp. of Lethbridge, Alberta, Canada s exclusive distributor of French Spot optical satellite data, purchased Germany-based RapidEye for ~13 million euros ($19m) includes 5 satellites Ryan Johnson, President

8

9 The red portion is where chlorophyll strongly absorbs light and the NIR is where the leaf cell structure produces a strong reflection (green line in Fig. 1). Variations in both the chlorophyll content and the leaf structure are often reflected in the Red Edge band. Studies have suggested that this band is able to provide additional information to identify plant types, nutrition and health status, and characterize plant cover and abundance, among other features.

10 Agriculture and Vegetation : red edge provides extra contrast

11 Red and NIR alone show a slim difference between grassland and crops

12 Increased separation of vegetation types, e.g. grassland versus crops

13 Ju, C-H., Y-C. Tian, X. Yao, W-X. Cao, Y. Zhu, and D. Hannaway Estimating leaf chlorophyll content using red edge parameters. Pedosphere 20(5): Jiang, J-B., Y-H. Chen, and W-J. Huang Using the distance between hyperspectral red edge position and yellow edge position to identify wheat yellow rust disease. Spectroscopy and Spectral Analysis 30(6): Darvishzadeh, R., C.A. Atzberger, A.K. Skidmore, and A.A. Abkar Leaf area index derivation from hyperspectral vegetation indices and the red edge position. International Journal of Remote Sensing 30(23): Marx, A Detection and classification of bark beetle infestation in pure norway spruce stands with multi-temporal RapidEye imagery and data mining techniques. Photogrammetrie Fernerkundung Geoinformation 4: Eitel, J.U.H., D.S. Long, P.E. Gessler, and A.M.S. Smith Using in-situ measurements to evaluate the new RapidEye satellite series for prediction of wheat nitrogen status. International Journal of Remote Sensing 28(18):

14 Search: Valemount / Robson 53, -120

15 Rapideye Mt. Revelstoke Nat. Park

16

17

18

19 Rapideye data at UNBC ( ) Prince George (unrectified) GEOG457 lab Mt. Revelstoke National Park Mt. Robson Provincial Park (Berg Lake) Andrei Icefield, Coast Mountains Lyngen, Norway (70 degrees north)

20 Rapideye Data possibilities Potential to fuse Landsat 8 with Rapideye Multispectral OLI - including Mid-IR Higher-res. Rapideye - including Red Edge / NIR Use of Principal Components Analysis to merge multiple datasets

21 The constellation is adding ~ 1 billion km 2 /year of imagery into their archives. This corresponds to about seven times the Earth's land surface/year. Subsequently, potential AOIs (Areas of Interest) are not only covered once, but with a high temporal resolution. Figure summarizes the imaging frequency of archived data.

22 Sept. 30, 2013: RapidEye announced that its North American agricultural imaging campaign has been completed successfully. The ran monthly from May 15, 2013 through September 14, 2013, generating more than 16 million km 2 of cloud-free imagery over 3 million km 2 spanning twenty-eight US states and 3 Canadian provinces. Time series, South Dakota

23 RapidEye image of Alaska, USA, collected in September 11, 2012

24 Nilandhe Atoll, Maldives

25 Channel Islands, UK

26 Sarek Nationalpark, Sweden

27 Las Vegas

28 Auckland

29 RapidEye image of Alaska, USA, collected in September 11, 2012 Rio de Janeiro

30 Price: $1.40 / sq km

31

32 Rapideye National mosaic

33 Nov. 20, 2013: BlackBridge AG has provided ESA ( European Space Agency) with a substantial time series of RapidEye imagery to support the Sentinel-2 preparatory project. The aim was to collect imagery at the same time frequency Sentinel-2 will, as well as support the R&D activities relevant to the Sentinel-2 mission (e.g. agriculture, wetlands, coastal, food security and forest monitoring). RapidEye imagery was selected by ESA because of its spatial resolution and revisit capabilities. Sentinel-2 is freely downloadable - from ESA and earthexplorer

34 Sensors with red edge band(s) Rapideye 2008 Worldview Worldview Sentinel-2 (4) 2015

35

36 Sentinel-2 Multi-Spectral Instrument (MSI) 13 bands

37 Sentinel-2 is the first optical Earth observation mission of its kind to include three bands in the red edge', which provide key information on the state of vegetation 6 July 2015 acquired near Toulouse, France, the satellite's multispectral instrument was able to discriminate between two types of crops: sunflower (in orange) and maize (in yellow),

38 Porirua, New Zealand Sentinel-2 downloaded from EarthExplorer

Not just another high resolution satellite sensor

Not just another high resolution satellite sensor Global Forest Change Published by Hansen, Potapov, Moore, Hancher et al. http://earthenginepartners.appspot.com/science-2013-global-forest Rapideye Not just another high resolution satellite sensor 5 satellites

More information

REMOTE SENSING. Topic 10 Fundamentals of Digital Multispectral Remote Sensing MULTISPECTRAL SCANNERS MULTISPECTRAL SCANNERS

REMOTE SENSING. Topic 10 Fundamentals of Digital Multispectral Remote Sensing MULTISPECTRAL SCANNERS MULTISPECTRAL SCANNERS REMOTE SENSING Topic 10 Fundamentals of Digital Multispectral Remote Sensing Chapter 5: Lillesand and Keifer Chapter 6: Avery and Berlin MULTISPECTRAL SCANNERS Record EMR in a number of discrete portions

More information

NON-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 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 information

IKONOS High Resolution Multispectral Scanner Sensor Characteristics

IKONOS 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 information

Satellite Remote Sensing: Earth System Observations

Satellite Remote Sensing: Earth System Observations Satellite Remote Sensing: Earth System Observations Land surface Water Atmosphere Climate Ecosystems 1 EOS (Earth Observing System) Develop an understanding of the total Earth system, and the effects of

More information

Preparing for the exploitation of Sentinel-2 data for agriculture monitoring. JACQUES Damien, DEFOURNY Pierre UCL-Geomatics Lab 2 octobre 2013

Preparing for the exploitation of Sentinel-2 data for agriculture monitoring. JACQUES Damien, DEFOURNY Pierre UCL-Geomatics Lab 2 octobre 2013 Preparing for the exploitation of Sentinel-2 data for agriculture monitoring JACQUES Damien, DEFOURNY Pierre UCL-Geomatics Lab 2 octobre 2013 Agriculture monitoring, why? - Growing speculation on food

More information

746A27 Remote Sensing and GIS. Multi spectral, thermal and hyper spectral sensing and usage

746A27 Remote Sensing and GIS. Multi spectral, thermal and hyper spectral sensing and usage 746A27 Remote Sensing and GIS Lecture 3 Multi spectral, thermal and hyper spectral sensing and usage Chandan Roy Guest Lecturer Department of Computer and Information Science Linköping University Multi

More information

Application of Satellite Remote Sensing for Natural Disasters Observation

Application 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 information

On the use of water color missions for lakes in 2021

On 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 information

NASA 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 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 information

Introduction of Satellite Remote Sensing

Introduction of Satellite Remote Sensing Introduction of Satellite Remote Sensing Spatial Resolution (Pixel size) Spectral Resolution (Bands) Resolutions of Remote Sensing 1. Spatial (what area and how detailed) 2. Spectral (what colors bands)

More information

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 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 information

The use of satellite images to forecast agricultural

The 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 information

GMES DA COPERNICUS

GMES 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 information

PILOTING 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. 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 information

Monitoring 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 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 information

The studies began when the Tiros satellites (1960) provided man s first synoptic view of the Earth s weather systems.

The 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 information

PLANET: IMAGING THE EARTH EVERY DAY

PLANET: IMAGING THE EARTH EVERY DAY PLANET: IMAGING THE EARTH EVERY DAY Benjamin Trigona-Harany Mailiao Refinery, Taiwan May 31, 2016 To image the whole world every day, making change visible, accessible and actionable. HONG KONG January

More information

Introduction to Remote Sensing Fundamentals of Satellite Remote Sensing. Mads Olander Rasmussen

Introduction 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 information

The studies began when the Tiros satellites (1960) provided man s first synoptic view of the Earth s weather systems.

The 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 information

Operational Space-Based Imaging Systems

Operational Space-Based Imaging Systems Operational Space-Based Imaging Systems R E M O T E S E N S I N G & G E O S PAT I A L A N A LY S I S L A B D O I : 2 0 A U G U S T, 2 0 1 6 Earth Observation Systems U.S. or foreign government systems

More information

Copernicus Introduction Lisbon, Portugal 13 th & 14 th February 2014

Copernicus 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 information

Introduction to KOMPSAT

Introduction 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 information

From Proba-V to Proba-MVA

From Proba-V to Proba-MVA From Proba-V to Proba-MVA Fabrizio Niro ESA Sensor Performances Products and Algorithm (SPPA) ESA UNCLASSIFIED - For Official Use Proba-V extension in the Copernicus era Proba-V was designed with the main

More information

Inter-Calibration of the RapidEye Sensors with Landsat 8, Sentinel and SPOT

Inter-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 information

Aral Sea profile Selection of area 24 February April May 1998

Aral Sea profile Selection of area 24 February April May 1998 250 km Aral Sea profile 1960 1960 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 2010? Selection of area Area of interest Kzyl-Orda Dried seabed 185 km Syrdarya river Aral Sea Salt

More information

The Role of RADARSAT-2 for Flood and Agriculture Monitoring

The Role of RADARSAT-2 for Flood and Agriculture Monitoring The Role of RADARSAT-2 for Flood and Agriculture Monitoring Gordon Staples MDA Richmond, BC, CANADA gstaples@mda.ca RESTRICTION ON USE, PUBLICATION OR DISCLOSURE OF PROPRETIARY INFORMATION This document

More information

Regulatory Perspectives for NewSpace in Canada

Regulatory Perspectives for NewSpace in Canada Regulatory Perspectives for NewSpace in Canada Feb 24, 2017 Mike Safyan Director of Launch & Regulatory Affairs Planet History The Dove Satellite Planet Satellite Fleet CONSTELLATION DOVE RAPIDEYE Constellation

More information

Spectral Signatures. Vegetation. 40 Soil. Water WAVELENGTH (microns)

Spectral Signatures. Vegetation. 40 Soil. Water WAVELENGTH (microns) Spectral Signatures % REFLECTANCE VISIBLE NEAR INFRARED Vegetation Soil Water.5. WAVELENGTH (microns). Spectral Reflectance of Urban Materials 5 Parking Lot 5 (5=5%) Reflectance 5 5 5 5 5 Wavelength (nm)

More information

ISIS TC Meeting. International Spaceborne Imaging Spectroscopy (ISIS) GRSS Technical Committee Meeting, 16/07/2014, IGARSS 2014

ISIS TC Meeting. International Spaceborne Imaging Spectroscopy (ISIS) GRSS Technical Committee Meeting, 16/07/2014, IGARSS 2014 ISIS TC Meeting International Spaceborne Imaging Spectroscopy (ISIS) GRSS Technical Committee Meeting, 16/07/2014, IGARSS 2014 Andreas Müller (DLR) Cindy Ong (CSIRO) Uta Heiden (DLR) Agenda Hyperspectral

More information

Satellite/Aircraft Imaging Systems Imaging Sensors Standard scanner designs Image data formats

Satellite/Aircraft Imaging Systems Imaging Sensors Standard scanner designs Image data formats CEE 6150: Digital Image Processing 1 Satellite/Aircraft Imaging Systems Imaging Sensors Standard scanner designs Image data formats CEE 6150: Digital Image Processing 2 CEE 6150: Digital Image Processing

More information

High Resolution Multi-spectral Imagery

High Resolution Multi-spectral Imagery High Resolution Multi-spectral Imagery Jim Baily, AirAgronomics AIRAGRONOMICS Having been involved in broadacre agriculture until 2000 I perceived a need for a high resolution remote sensing service to

More information

Remote Sensing. in Agriculture. Dr. Baqer Ramadhan CRP 514 Geographic Information System. Adel M. Al-Rebh G Term Paper.

Remote Sensing. in Agriculture. Dr. Baqer Ramadhan CRP 514 Geographic Information System. Adel M. Al-Rebh G Term Paper. Remote Sensing in Agriculture Term Paper to Dr. Baqer Ramadhan CRP 514 Geographic Information System By Adel M. Al-Rebh G199325390 May 2012 Table of Contents 1.0 Introduction... 4 2.0 Objective... 4 3.0

More information

CORN BEST MANAGEMENT PRACTICES CHAPTER 22. Matching Remote Sensing to Problems

CORN BEST MANAGEMENT PRACTICES CHAPTER 22. Matching Remote Sensing to Problems CORN BEST MANAGEMENT PRACTICES CHAPTER 22 USDA photo by Regis Lefebure Matching Remote Sensing to Problems Jiyul Chang (Jiyul.Chang@sdstate.edu) and David Clay (David.Clay@sdstate.edu) Remote sensing can

More information

1. INTRODUCTION. GOCI : Geostationary Ocean Color Imager

1. 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 information

The Utility and Limitations of Remote Sensing in Land Use Change Detection and Conservation Planning

The Utility and Limitations of Remote Sensing in Land Use Change Detection and Conservation Planning The Utility and Limitations of Remote Sensing in Land Use Change Detection and Conservation Planning Steffen Mueller, PhD, Principal Economist Ken Copenhaver, CropGrower LLC Presentation to: US Environmental

More information

GROßFLÄCHIGE UND HOCHFREQUENTE BEOBACHTUNG VON AGRARFLÄCHEN DURCH OPTISCHE SATELLITEN (RAPIDEYE, LANDSAT 8, SENTINEL-2)

GROßFLÄCHIGE UND HOCHFREQUENTE BEOBACHTUNG VON AGRARFLÄCHEN DURCH OPTISCHE SATELLITEN (RAPIDEYE, LANDSAT 8, SENTINEL-2) GROßFLÄCHIGE UND HOCHFREQUENTE BEOBACHTUNG VON AGRARFLÄCHEN DURCH OPTISCHE SATELLITEN (RAPIDEYE, LANDSAT 8, SENTINEL-2) Karsten Frotscher Produktmanager Landwirtschaft Slide 1 A Couple Of Words About The

More information

Five Years Orbit Experience of a Small Satellite Hyperspectral Imaging Mission. Mike Cutter & Martin Sweeting. AIAA Utah, August 2007

Five Years Orbit Experience of a Small Satellite Hyperspectral Imaging Mission. Mike Cutter & Martin Sweeting. AIAA Utah, August 2007 Five Years Orbit Experience of a Small Satellite Hyperspectral Imaging Mission Mike Cutter & Martin Sweeting AIAA Utah, August 2007 SSTL - the company Surrey Satellite Technology Ltd is a private British

More information

CanImage. (Landsat 7 Orthoimages at the 1: Scale) Standards and Specifications Edition 1.0

CanImage. (Landsat 7 Orthoimages at the 1: Scale) Standards and Specifications Edition 1.0 CanImage (Landsat 7 Orthoimages at the 1:50 000 Scale) Standards and Specifications Edition 1.0 Centre for Topographic Information Customer Support Group 2144 King Street West, Suite 010 Sherbrooke, QC

More information

OVERVIEW OF KOMPSAT-3A CALIBRATION AND VALIDATION

OVERVIEW 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 information

Image interpretation. Aliens create Indian Head with an ipod? Badlands Guardian (CBC) This feature can be found 300 KMs SE of Calgary.

Image interpretation. Aliens create Indian Head with an ipod? Badlands Guardian (CBC) This feature can be found 300 KMs SE of Calgary. Image interpretation Aliens create Indian Head with an ipod? Badlands Guardian (CBC) This feature can be found 300 KMs SE of Calgary. 50 1 N 110 7 W Milestones in the History of Remote Sensing 19 th century

More information

Lecture 13: Remotely Sensed Geospatial Data

Lecture 13: Remotely Sensed Geospatial Data Lecture 13: Remotely Sensed Geospatial Data A. The Electromagnetic Spectrum: The electromagnetic spectrum (Figure 1) indicates the different forms of radiation (or simply stated light) emitted by nature.

More information

Sensor 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 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 information

An 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. 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 information

Coral Reef Remote Sensing

Coral Reef Remote Sensing Coral Reef Remote Sensing Spectral, Spatial, Temporal Scaling Phillip Dustan Sensor Spatial Resolutio n Number of Bands Useful Bands coverage cycle Operation Landsat 80m 2 2 18 1972-97 Thematic 30m 7

More information

WGISS-42 USGS Agency Report

WGISS-42 USGS Agency Report WGISS-42 USGS Agency Report U.S. Department of the Interior U.S. Geological Survey Kristi Kline USGS EROS Center Major Activities Landsat Archive/Distribution Changes Land Change Monitoring, Assessment,

More information

EnMAP Environmental Mapping and Analysis Program

EnMAP 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 information

The world s most advanced constellation

The world s most advanced constellation The DigitalGlobe Constellation The world s most advanced constellation of very high-resolution satellites The world s most advanced constellation The DigitalGlobe constellation of high-resolution satellites

More information

THE SUSTAINABILITY OF THE RAPIDEYE REMOTE SENSING CONSTELLATION

THE SUSTAINABILITY OF THE RAPIDEYE REMOTE SENSING CONSTELLATION THE SUSTAINABILITY OF THE RAPIDEYE REMOTE SENSING CONSTELLATION Enrico Stoll (1), Kam Shahid (1), Erika Paasche (1), Marcus Apel (1) (1) BlackBridge, Kurfürstendamm 22, 10719 Berlin, Germany; +49.30.609.8300{-415,

More information

Introduction. Introduction. Introduction. Introduction. Introduction

Introduction. Introduction. Introduction. Introduction. Introduction Identifying habitat change and conservation threats with satellite imagery Extinction crisis Volker Radeloff Department of Forest Ecology and Management Extinction crisis Extinction crisis Conservationists

More information

Comparing of Landsat 8 and Sentinel 2A using Water Extraction Indexes over Volta River

Comparing of Landsat 8 and Sentinel 2A using Water Extraction Indexes over Volta River Journal of Geography and Geology; Vol. 10, No. 1; 2018 ISSN 1916-9779 E-ISSN 1916-9787 Published by Canadian Center of Science and Education Comparing of Landsat 8 and Sentinel 2A using Water Extraction

More information

Image transformations

Image transformations Image transformations Digital Numbers may be composed of three elements: Atmospheric interference (e.g. haze) ATCOR Illumination (angle of reflection) - transforms Albedo (surface cover) Image transformations

More information

Textbook, Chapter 15 Textbook, Chapter 10 (only 10.6)

Textbook, 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 information

DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING

DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING PRESENTER: DILLON PANIZZOLO (TECHNICAL MANAGER) COMPANY: GEO DATA DESIGN DATE: 18 TH AUGUST 2015 SASTA Congress Sugar Cane Mapping

More information

Geospatial Vision and Policies Korean Industry View 26 November, 2014 SI Imaging Services

Geospatial Vision and Policies Korean Industry View 26 November, 2014 SI Imaging Services Geospatial Vision and Policies Korean Industry View 26 November, 2014 SI Imaging Services Distribution Limitation, SI Imaging Services Proprietary Data : The data contained in this document, without the

More information

WorldView-2. WorldView-2 Overview

WorldView-2. WorldView-2 Overview WorldView-2 WorldView-2 Overview 6/4/09 DigitalGlobe Proprietary 1 Most Advanced Satellite Constellation Finest available resolution showing crisp detail Greatest collection capacity Highest geolocation

More information

CHAPTER 7: Multispectral Remote Sensing

CHAPTER 7: Multispectral Remote Sensing CHAPTER 7: Multispectral Remote Sensing REFERENCE: Remote Sensing of the Environment John R. Jensen (2007) Second Edition Pearson Prentice Hall Overview of How Digital Remotely Sensed Data are Transformed

More information

Agency Report Na/onal Ins/tute for Space Research INPE Brazil. Lubia Vinhas. WGISS/CEOS 42 Mee/ng, September 2016, Frasca/, Italy

Agency Report Na/onal Ins/tute for Space Research INPE Brazil. Lubia Vinhas. WGISS/CEOS 42 Mee/ng, September 2016, Frasca/, Italy Agency Report Na/onal Ins/tute for Space Research INPE Brazil Lubia Vinhas WGISS/CEOS 42 Mee/ng, September 2016, Frasca/, Italy INPE: CONVERTING DATA INTO KNOWLEDGE SATELLITES Earth observa/on, scien/fic,

More information

TechTime New Mapping Tools for Transportation Engineering

TechTime New Mapping Tools for Transportation Engineering GeoEye-1 Stereo Satellite Imagery Presented by Karl Kliparchuk, M.Sc., GISP kkliparchuk@mcelhanney.com 604-683-8521 All satellite imagery are copyright GeoEye Corp GeoEye-1 About GeoEye Corp Headquarters:

More information

An NDVI image provides critical crop information that is not visible in an RGB or NIR image of the same scene. For example, plants may appear green

An NDVI image provides critical crop information that is not visible in an RGB or NIR image of the same scene. For example, plants may appear green Normalized Difference Vegetation Index (NDVI) Spectral Band calculation that uses the visible (RGB) and near-infrared (NIR) bands of the electromagnetic spectrum NDVI= + An NDVI image provides critical

More information

Data Sharing Issues in SE Asia

Data Sharing Issues in SE Asia Data Sharing Issues in SE Asia Kandasri Limpakom User Service and Business Development Office About GISTDA THEOS & Its Applications GISTDA s Data Sharing Geo-Informatics and Space Technology Development

More information

WHAT IS NEXT IN EARTH OBSERVATION. SkyMed Mission

WHAT IS NEXT IN EARTH OBSERVATION. SkyMed Mission WHAT IS NEXT IN EARTH OBSERVATION COSMO-SkyMed SkyMed Mission Paolo Ammendola Italian Space Agency Florence, Sept. 19, 2001 ammendola@asi asi.it THE NEEDS Market studies indicate that the value of the

More information

DESIS Applications & Processing Extracted from Teledyne & DLR Presentations to JACIE April 14, Ray Perkins, Teledyne Brown Engineering

DESIS Applications & Processing Extracted from Teledyne & DLR Presentations to JACIE April 14, Ray Perkins, Teledyne Brown Engineering DESIS Applications & Processing Extracted from Teledyne & DLR Presentations to JACIE April 14, 2016 Ray Perkins, Teledyne Brown Engineering 1 Presentation Agenda Imaging Spectroscopy Applications of DESIS

More information

FUSION User Workshop

FUSION User Workshop FUSION User Workshop FUSION High Resolution Land Monitoring by Fusion of Optical and Infrared Data Normal temperature applications such as agricultural monitoring Lilit Kocharyan, RapidEye AG Gefördert

More information

Satellite data processing and analysis: Examples and practical considerations

Satellite 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 information

Update on Landsat Program and Landsat Data Continuity Mission

Update 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 information

Introduction to Remote Sensing

Introduction 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 information

KOMPSAT Constellation. November 2012 Satrec Initiative

KOMPSAT Constellation. November 2012 Satrec Initiative KOMPSAT Constellation November 2012 Satrec Initiative KOMPSAT Constellation KOMPSAT National program Developed and operated by KARI (Korea Aerospace Research Institute) Dual use : Government & commercial

More information

High resolution satellite imagery a shared and collective data source

High resolution satellite imagery a shared and collective data source High resolution satellite imagery a shared and collective data source Jean-Philippe Cantou IGN France EFGS forum - Helsinki 16-18 october 2018 1 / 25 ign.fr IGN duties Produce and update the large scale

More information

Lecture 7 Earth observation missions

Lecture 7 Earth observation missions Remote sensing for agricultural applications: principles and methods (2013-2014) Instructor: Prof. Tao Cheng (tcheng@njau.edu.cn). Nanjing Agricultural University Lecture 7 Earth observation missions May

More information

INTRODUCTORY REMOTE SENSING. Geob 373

INTRODUCTORY REMOTE SENSING. Geob 373 INTRODUCTORY REMOTE SENSING Geob 373 Landsat 7 15 m image highlighting the geology of Oman http://www.satimagingcorp.com/gallery-landsat.html ASTER 15 m SWIR image, Escondida Mine, Chile http://www.satimagingcorp.com/satellite-sensors/aster.html

More information

KONGSBERG SATELLITE SERVICES 2017 Line Steinbakk, Director Programs. Himmel og hav - Ålesund 3. Oktober 2017

KONGSBERG SATELLITE SERVICES 2017 Line Steinbakk, Director Programs. Himmel og hav - Ålesund 3. Oktober 2017 KONGSBERG SATELLITE SERVICES 2017 Line Steinbakk, Director Programs Himmel og hav - Ålesund 3. Oktober 2017 KSAT HQ IN TROMSØ 69N Established in 1967 Kongsberg Satellite Services since 2002 World leading

More information

USGS Welcome. 38 th CEOS Working Group on Calibration and Validation Plenary (WGCV-38)

USGS Welcome. 38 th CEOS Working Group on Calibration and Validation Plenary (WGCV-38) Landsat 5 USGS Welcome Prepared for 38 th CEOS Working Group on Calibration and Validation Plenary (WGCV-38) Presenter Tom Cecere International Liaison USGS Land Remote Sensing Program Elephant Butte Reservoir

More information

PLANET IMAGERY PRODUCT SPECIFICATION: PLANETSCOPE & RAPIDEYE

PLANET IMAGERY PRODUCT SPECIFICATION: PLANETSCOPE & RAPIDEYE PLANET IMAGERY PRODUCT SPECIFICATION: PLANETSCOPE & RAPIDEYE LAST UPDATED OCTOBER 2016 SALES@PLANET.COM PLANET.COM Table of Contents LIST OF FIGURES 3 LIST OF TABLES 3 GLOSSARY 5 1. OVERVIEW OF DOCUMENT

More information

Remote Sensing Exam 2 Study Guide

Remote 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 information

Remote sensing in archaeology from optical to lidar. Krištof Oštir ModeLTER Scientific Research Centre of the Slovenian Academy of Sciences and Arts

Remote sensing in archaeology from optical to lidar. Krištof Oštir ModeLTER Scientific Research Centre of the Slovenian Academy of Sciences and Arts Remote sensing in archaeology from optical to lidar Krištof Oštir ModeLTER Scientific Research Centre of the Slovenian Academy of Sciences and Arts Introduction Optical remote sensing Systems Search for

More information

Lesson 3: Working with Landsat Data

Lesson 3: Working with Landsat Data Lesson 3: Working with Landsat Data Lesson Description The Landsat Program is the longest-running and most extensive collection of satellite imagery for Earth. These datasets are global in scale, continuously

More information

Landsat 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) 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 information

ANALYSIS OF LAND COVER AND LAND USE CHANGES USING SENTINEL-2 IMAGES

ANALYSIS 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 information

National 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. 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 information

NORMALIZING ASTER DATA USING MODIS PRODUCTS FOR LAND COVER CLASSIFICATION

NORMALIZING 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 information

3/31/03. ESM 266: Introduction 1. Observations from space. Remote Sensing: The Major Source for Large-Scale Environmental Information

3/31/03. 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 information

Sensors and Data Interpretation II. Michael Horswell

Sensors and Data Interpretation II. Michael Horswell Sensors and Data Interpretation II Michael Horswell Defining remote sensing 1. When was the last time you did any remote sensing? acquiring information about something without direct contact 2. What are

More information

VENµS: 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 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 information

DLR contribution and perspectives for JECAM

DLR contribution and perspectives for JECAM DLR contribution and perspectives for JECAM Dr. Helmut Staudenrausch 1, Dr. Achim Roth 2 1 DLR Space Administration, Earth Observations helmut.staudenrausch@dlr.de 2 DLR, German Remote Sensing Data Center

More information

EARTH OBSERVATION WITH SMALL SATELLITES

EARTH OBSERVATION WITH SMALL SATELLITES EARTH OBSERVATION WITH SMALL SATELLITES AT THE FUCHS-GRUPPE B. Penné, C. Tobehn, M. Kassebom, H. Lübberstedt OHB-System GmbH, Universitätsallee 27-29, D-28359 Bremen, Germany www.fuchs-gruppe.com ABSTRACT

More information

MAPS AND SATELLITE IMAGES TOOLS FOR AN EFFECTIVE MANAGEMENT OF THE HISTORIC CENTER OF SIGHISOARA, AN UNESCO WORLD HERITAGE SITE

MAPS AND SATELLITE IMAGES TOOLS FOR AN EFFECTIVE MANAGEMENT OF THE HISTORIC CENTER OF SIGHISOARA, AN UNESCO WORLD HERITAGE SITE Journal of Young Scientist, Volume VI, 2018 ISSN 2344-1283; ISSN CD-ROM 2344-1291; ISSN Online 2344-1305; ISSN-L 2344 1283 MAPS AND SATELLITE IMAGES TOOLS FOR AN EFFECTIVE MANAGEMENT OF THE HISTORIC CENTER

More information

ROLE 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 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 information

Disruptive technologies and future trends of small satellites

Disruptive technologies and future trends of small satellites 2016 SSTL Disruptive technologies and future trends of small satellites Luis Gomes Director of EO & science Surrey Satellite Technology Limited Radio Communication June 1978 2016 SSTL The DMC and RapidEye

More information

Sentinel-2 Products and Algorithms

Sentinel-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 information

FORMOSAT-2 FOR INTERNATIONAL SOCIETAL BENEFITS

FORMOSAT-2 FOR INTERNATIONAL SOCIETAL BENEFITS FORMOSAT-2 FOR INTERNATIONAL SOCIETAL BENEFITS Ming-Chih Cheng 1, Celine Zhang 2 1 Researcher, 2 Research Assistant National Space Organization ABSTRACT The Group on Earth Observations (GEO), established

More information

MERIS instrument. Muriel Simon, Serco c/o ESA

MERIS 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 information

PLANET IMAGERY PRODUCT SPECIFICATIONS PLANET.COM

PLANET IMAGERY PRODUCT SPECIFICATIONS PLANET.COM PLANET IMAGERY PRODUCT SPECIFICATIONS SUPPORT@PLANET.COM PLANET.COM LAST UPDATED JANUARY 2018 TABLE OF CONTENTS LIST OF FIGURES 3 LIST OF TABLES 4 GLOSSARY 5 1. OVERVIEW OF DOCUMENT 7 1.1 Company Overview

More information

GMES Sentinel-2. The Optical High Resolution Mission for GMES Operational Services

GMES 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 information

An Introduction to Remote Sensing & GIS. Introduction

An Introduction to Remote Sensing & GIS. Introduction An Introduction to Remote Sensing & GIS Introduction Remote sensing is the measurement of object properties on Earth s surface using data acquired from aircraft and satellites. It attempts to measure something

More information

European Space Imaging

European Space Imaging European Space Imaging Use cases of Very High Resolution satellite imagery in support of crop management GEO-CRADLE Regional Workshop, 7/12/2017, Tunis Arnaud Durand adurand@euspaceimaging.com COMPANY

More information

SUGARCANE CROP EXTRACTION USING OBJECT-ORIENTED METHOD FROM ZY- 3 HIGH RESOLUTION SATELLITE TLC IMAGE

SUGARCANE CROP EXTRACTION USING OBJECT-ORIENTED METHOD FROM ZY- 3 HIGH RESOLUTION SATELLITE TLC IMAGE SUGARCANE CROP EXTRACTION USING OBJECT-ORIENTED METHOD FROM ZY- 3 HIGH RESOLUTION SATELLITE TLC IMAGE H. Luo 1,2,3, Z.Y. Ling 1,2,3, *, G.Z. Shao 1,2,3, Y. Huang 1,2,3, Y.Q. He 1, W.Y. Ning 1,2,3, Z. Zhong

More information

Introduction to Satellite Remote Sensing

Introduction to Satellite Remote Sensing Introduction to Satellite Remote Sensing 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

More information

SHALOM: SPACEBORNE HYPERSPECTRAL APPLICATIVE LAND AND OCEAN MISSION: A JOINT PROJECT OF ASI-ISA AN UPDTAE FOR 2014

SHALOM: SPACEBORNE HYPERSPECTRAL APPLICATIVE LAND AND OCEAN MISSION: A JOINT PROJECT OF ASI-ISA AN UPDTAE FOR 2014 SHALOM: SPACEBORNE HYPERSPECTRAL APPLICATIVE LAND AND OCEAN MISSION: A JOINT PROJECT OF ASI-ISA AN UPDTAE FOR 2014 Eyal Ben Dor Tel Aviv University Avia Kafri Israel Space Agency (ISA) Giancarlo Varacalli

More information

Warren Cartwright, Product Manager MDA Geospatial Services, Canada

Warren Cartwright, Product Manager MDA Geospatial Services, Canada Advanced InSAR Techniques for Urban Infrastructure Monitoring Warren Cartwright, Product Manager MDA Geospatial Services, Canada www.mdacorporation.com RESTRICTION ON USE, PUBLICATION OR DISCLOSURE OF

More information