Remote Sensing of Global Climate Change

Size: px
Start display at page:

Download "Remote Sensing of Global Climate Change"

Transcription

1 of Global Climate Change

2 2009 TECHNICAL STUFF... WHERE ON THE EARTH IS THAT??? Students should understand various geographic coordinate systems used to locate images, and how to translate these into distances HOW IN SPACE DID WE OBTAIN THAT??? Students should understand NASA s earth resources satellites, basic science objectives, orbits, sensor systems, and electro-magnetic spectrum s Interaction with the atmosphere and earth surface. HOW ON EARTH DID THAT PRETTY IMAGE COME FROM ONES AND ZEROS??? Students should understand the basics of digital image processing. APPLICATION STUFF... OBSERVABLE CONSEQUENCES OF CLIMATE CHANGE??? Retreat of GLACIERS shrinkage of ICE SHEETS Severe FOREST FIRES DESERTIFICATION CHANGING SEA LEVEL SEVERE natural disasters Changing ICE THICKNESS Slide 2 HUMAN CONTRIBUTORS TO CLIMATE CHANGE??? DEFORESTATION URBANIZATION / HEAT ISLAND MORE GREENHOUSE GAS NATURAL CONTRIBUTORS TO CLIMATE CHANGE??? MORE SUN OUTPUT MORE GREENHOUSE GAS ORBITAL PRESCESSION CYCLES

3 Mapping and Basics (hour one) Examples of Maps, coordinates, scales, measurements and proportions Aerial Photography... focal length and altitude ratios Electromagnetic spectrum... capturing and counting photons Converting data to visual images (RGB) Atmospheric Windows... absorption and scattering effects Passive and Active systems Sensor Resolution... spatial, spectral and temporal Getting the most from the data... digital signal enhancement of Global Climate Change (hour two) Earth Resource missions (currently operational) Sensor systems and characteristics Internet-accessible images and studies Slide3

4 Mapping and Basics Examples of discuss differences between in situ and remote sensing... at a distance electromagmetic radiation (sight) physical vibrations (sound) Instruments used for discuss how we capture and interpret remotely sensed data instruments used means for transmitting data interpretation of data Slide 4

5 Mapping and Basics Maps, coordinates, scales, measurements and proportions Discussion of maps, coordinate systems and scales English and metric scales Coordinate grids... Cartesian, Geographic, UTM Problem: determine coordinates of a feature on a map. Problem: determine dimensionless map scale Problem: convert a map measurement to a real distance Problem: proportion measurements from map to image Slide 5

6 Mapping and Basics Geographic Coordinate System Familiar Latitude and Longitude LATITUDE degrees north and south of Equator Latitude distance per degree is constant LONGITUDE degrees east and west of Prime Meridian Longitude distance per degree is constant Universal Transverse Mercator (UTM) Distances in METERS north of Equator and north of South Pole Southern Hemisphere starts at 10,000,000 m Distances in METERS east of false baseline 500,000 m EASTING at center of ZONE 60 Zones worldwide, each 6-degrees wide Right-angle system allows direct computation of distances in zone Slide 6

7 Mapping and Basics Aerial Photography... focal length and altitude ratios Discussion of focal length, film/sensor dimensions and relationship to distances on the ground Diagram showing focal ratios. Problem: determine ground frame width of an aerial photo (use examples of 9x9 negatives) Problem: determine altitude needed for a scaled photo (use examples of 9x9 negatives) Discussion of proportionality relationships and scale ratios for digital sensor systems with the PIXEL as the smallest unit of data capture Slide 7

8 Slide 8

9 Mapping and Basics Electromagnetic spectrum... capturing and counting photons Discussion of energy versus wavelength; gamma, x-ray, UV, visible, IR, and radio waves. E-M Spectrum Diagrams Discussion of analog (film) and digital data collection; multi-spectral versus frequency-specific data capture Discussion of visualizations of data, and false color images Color Infrared RGB assignments Slide 9

10 Slide 10

11 Mapping and Basics Absorption and scattering effects... Mie scattering, Raleigh scattering, non-selective scattering absorption Relationship between wavelength and particle/molecule size Atmospheric Windows... Restricts wavelengths available for remote sensing use Visible, Near IR, Far (thermal IR), Radio Function of atmospheric composition and density Slide 11

12 Slide 12

13 Mapping and Basics Passive Sensor Systems... Discuss energy sources for passive systems Discuss energy levels (radiometric resolution) Affects time available for data acquisition Affected by atmospheric effects (moisture, cloud cover) Active Sensor Systems... RADAR LIDAR Can choose penetrating wavelengths to see through clouds Requires higher power level onboard sensor platform Slide 13

14 Mapping and Basics Sensor Resolutions... Big tradeoff in mission design. Increasing one usual decreases another Juggling diagram Discuss the various sensor resolutions and how they vary Spatial... Limiting object size Spectral... Frequency discrimination Radiometric... range of values, gray levels Temporal... Revisit frequency Diagrams with digital sensor arrays and pixels Scanner Systems... Cross Track... Along Track Diagram with scanner types Orbits and Swaths... Cross Track... Along Track Diagram with orbital paths Slide 14

15 Slide 15

16 Slide 16

17 Image Type Pixel Value Color Levels 8-bit image 2 8 = bit image 24-bit image 2 16 = = bit image 4 gray levels 8-bit image 256 gray levels Slide 17

18 Slide 18

19 Slide 19

20 Mapping and Basics Getting the most from the data... digital signal enhancement Diagrams and Images for stretch example and false color Problem: determine min and max values for 2-bit and 8-bit processors Problem: determine gray levels for 6-bit processor Problem: what wavelengths are usually combined for Color Infra-Red images? Discuss comparison with Ansel Adams ZONE SYSTEM for black and white film photography Slide 20

21 Linear Contrast Stretch R-G-B False Color Image Band 1 Band 2 Band 3 Slide 21

22 Mapping and Basics Canada Center For Fundamentals of Tutorial Digital Images and Digital Analysis Techniques Tutorial Glossary of Terms NASA Tutorial Slide 22

23 Earth and Climate Change What s the next part of this presentation??? NASA / ESA Earth Resources Satellite Missions Where to find this information Sensor Systems carried onboard Where to find this information Images from Internet-accessible NASA collections Where to find this information Slide 23

24 and Climate Change INTERNET PORTALS NASA Earth Satellite Programs Earth Observing Sysem Ocean Surface Topography from Space Satellites IMAGE Collections Coaches Institute This Coaches Institute presentation will be posted on NCSO webpage along with the 2007 and 2008 State Mars RS Test (w/ answers, explanations and internet resource links) Slide 24

25 Earth Observing System LANDSAT 7 QuickSCAT TERRA ACRIMSAT JASON-1 AQUA SEAWINDS ICESat SORCE AURA OSTM Slide 25

26 AQUA AIRS (Atmospheric Infrared Sounder) AMSR (Advanced Microwave Scanning Radiometer) AMSU-A (Advanced Microwave Sounding Unit-A) CERES (Clouds and Earth's Radiant Energy System) HSB (Humidity Sounder for Brazil) MODIS (Moderate-Resolution Imaging Spectroradiometer ) Slide 26

27 TERRA ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer) CERES (Clouds and Earth's Radiant Energy System) MISR (Multiangle Imaging Spectroradiometer) MODIS (Moderate-Resolution Imaging Spectroradiometer) MOPITT (Measurements of Pollution in the Troposphere) Slide 27

28 MODIS... (Moderate-Resolution Imaging Spectroradiometer) ASTER... (Advanced Spaceborne Thermal Emission and Reflection Radiometer) CERES... (Clouds and Earth's Radiant Energy System) MISR... (Multiangle Imaging Spectroradiometer) MOPITT... (Measurements of Pollution in the Troposphere) SENSORS FLOWN ON TERRA Slide 28

29 ETM+ (Enhanced Thematic Mapper Plus) LANDSAT Slide 29

30 Satellite Altimetry Slide 30

31 TOPEX-POSEIDON OSTM-JASON 1 & Slide 31

32 Orbital Information from heavens-above.com Orbit: 645km, 40 inclination Perigee Height: 605 km Apogee Height: 640 km Slide 32

33 Orbital Information from heavens-above.com Orbit: 701 x 703 km, 98.2 Polar, Sun-synchronous Slide 33

34 Image Collection Portal... October 24 25, 2007 Slide 34

35 Earth Observatory Features... October 24 25, 2007 Slide 35

36 Earth Observatory Features October 24 25, 2007 Slide 36

37

A remote sensing instrument collects information about an object or phenomenon within the

A remote sensing instrument collects information about an object or phenomenon within the Satellite Remote Sensing GE 4150- Natural Hazards Some slides taken from Ann Maclean: Introduction to Digital Image Processing Remote Sensing the art, science, and technology of obtaining reliable information

More information

Review for Introduction to Remote Sensing: Science Concepts and Technology

Review for Introduction to Remote Sensing: Science Concepts and Technology Review for Introduction to Remote Sensing: Science Concepts and Technology Ann Johnson Associate Director ann@baremt.com Funded by National Science Foundation Advanced Technological Education program [DUE

More information

Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks

Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks ASTER Advanced Spaceborne Thermal Emission and Reflection Radiometer AVHRR Advanced Very High Resolution

More information

2.3 Spatial Resolution, Pixel Size, and Scale

2.3 Spatial Resolution, Pixel Size, and Scale Section 2.3 Spatial Resolution, Pixel Size, and Scale Page 39 2.3 Spatial Resolution, Pixel Size, and Scale For some remote sensing instruments, the distance between the target being imaged and the platform,

More information

SAMPLE MIDTERM QUESTIONS

SAMPLE MIDTERM QUESTIONS Geography 309 Sample MidTerm Questions Page 1 SAMPLE MIDTERM QUESTIONS Textbook Questions Chapter 1 Questions 4, 5, 6, Chapter 2 Questions 4, 7, 10 Chapter 4 Questions 8, 9 Chapter 10 Questions 1, 4, 7

More information

High Resolution Information from Seven Years of ASTER Data

High Resolution Information from Seven Years of ASTER Data High Resolution Information from Seven Years of ASTER Data Anna Colvin Michigan Technological University Department of Geological and Mining Engineering and Sciences Outline Part I ASTER mission Terra

More information

Hyperspectral Satellite Imaging Planning a Mission

Hyperspectral Satellite Imaging Planning a Mission Hyperspectral Satellite Imaging Planning a Mission Victor Gardner University of Maryland 2007 AIAA Region 1 Mid-Atlantic Student Conference National Institute of Aerospace, Langley, VA Outline Objective

More information

Resolutions of Remote Sensing

Resolutions of Remote Sensing Resolutions of Remote Sensing 1. Spatial (what area and how detailed) 2. Spectral (what colors bands) 3. Temporal (time of day/season/year) 4. Radiometric (color depth) Spatial Resolution describes how

More information

Chapter Contents Page No

Chapter Contents Page No Chapter Contents Page No Preface Acknowledgement 1 Basics of Remote Sensing 1 1.1. Introduction 1 1.2. Definition of Remote Sensing 1 1.3. Principles of Remote Sensing 1 1.4. Various Stages in Remote Sensing

More information

TerraColor White Paper

TerraColor White Paper TerraColor White Paper TerraColor is a simulated true color digital earth imagery product developed by Earthstar Geographics LLC. This product was built from imagery captured by the US Landsat 7 (ETM+)

More information

How Landsat Images are Made

How Landsat Images are Made How Landsat Images are Made Presentation by: NASA s Landsat Education and Public Outreach team June 2006 1 More than just a pretty picture Landsat makes pretty weird looking maps, and it isn t always easy

More information

Digital Remote Sensing Data Processing Digital Remote Sensing Data Processing and Analysis: An Introduction and Analysis: An Introduction

Digital Remote Sensing Data Processing Digital Remote Sensing Data Processing and Analysis: An Introduction and Analysis: An Introduction Digital Remote Sensing Data Processing Digital Remote Sensing Data Processing and Analysis: An Introduction and Analysis: An Introduction Content Remote sensing data Spatial, spectral, radiometric and

More information

Overview. What is EMR? Electromagnetic Radiation (EMR) LA502 Special Studies Remote Sensing

Overview. What is EMR? Electromagnetic Radiation (EMR) LA502 Special Studies Remote Sensing LA502 Special Studies Remote Sensing Electromagnetic Radiation (EMR) Dr. Ragab Khalil Department of Landscape Architecture Faculty of Environmental Design King AbdulAziz University Room 103 Overview What

More information

SATELLITE IMAGES IN ENVIRONMENTAL DATA PROCESSING

SATELLITE IMAGES IN ENVIRONMENTAL DATA PROCESSING SATELLITE IMAGES IN ENVIRONMENTAL DATA PROCESSING Magdaléna Kolínová Aleš Procházka Martin Slavík Prague Institute of Chemical Technology Department of Computing and Control Engineering Technická 95, 66

More information

Mapping Earth from Space Remote sensing and satellite images. Remote sensing developments from war

Mapping Earth from Space Remote sensing and satellite images. Remote sensing developments from war Mapping Earth from Space Remote sensing and satellite images Geomatics includes all the following spatial technologies: a. Cartography "The art, science and technology of making maps" b. Geographic Information

More information

INVESTIGA I+D+i 2013/2014

INVESTIGA I+D+i 2013/2014 INVESTIGA I+D+i 2013/2014 SPECIFIC GUIDELINES ON AEROSPACE OBSERVATION OF EARTH Text by D. Eduardo de Miguel October, 2013 Introducction Earth observation is the use of remote sensing techniques to better

More information

16 th IOCCG Committee annual meeting. Plymouth, UK 15 17 February 2011. mission: Present status and near future

16 th IOCCG Committee annual meeting. Plymouth, UK 15 17 February 2011. mission: Present status and near future 16 th IOCCG Committee annual meeting Plymouth, UK 15 17 February 2011 The Meteor 3M Mt satellite mission: Present status and near future plans MISSION AIMS Satellites of the series METEOR M M are purposed

More information

Remote sensing is the collection of data without directly measuring the object it relies on the

Remote sensing is the collection of data without directly measuring the object it relies on the Chapter 8 Remote Sensing Chapter Overview Remote sensing is the collection of data without directly measuring the object it relies on the reflectance of natural or emitted electromagnetic radiation (EMR).

More information

Remote Sensing. Vandaag. Voordelen Remote Sensing Wat is Remote Sensing? Vier elementen Remote Sensing systeem

Remote Sensing. Vandaag. Voordelen Remote Sensing Wat is Remote Sensing? Vier elementen Remote Sensing systeem Remote Sensing 1 Vandaag Voordelen Remote Sensing Wat is Remote Sensing? Vier elementen Remote Sensing systeem 2 Nederland Vanaf 700 km hoogte Landsat TM mozaïek 3 Europa vanaf 36000 km hoogte 4 5 Mount

More information

Selecting the appropriate band combination for an RGB image using Landsat imagery

Selecting the appropriate band combination for an RGB image using Landsat imagery Selecting the appropriate band combination for an RGB image using Landsat imagery Ned Horning Version: 1.0 Creation Date: 2004-01-01 Revision Date: 2004-01-01 License: This document is licensed under a

More information

Remote Sensing an Introduction

Remote Sensing an Introduction Remote Sensing an Introduction Seminar: Space is the Place Referenten: Anica Huck & Michael Schlund Remote Sensing means the observation of, or gathering information about, a target by a device separated

More information

Electromagnetic Radiation (EMR) and Remote Sensing

Electromagnetic Radiation (EMR) and Remote Sensing Electromagnetic Radiation (EMR) and Remote Sensing 1 Atmosphere Anything missing in between? Electromagnetic Radiation (EMR) is radiated by atomic particles at the source (the Sun), propagates through

More information

Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product

Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product Michael J. Lewis Ph.D. Student, Department of Earth and Environmental Science University of Texas at San Antonio ABSTRACT

More information

Radar Interferometric and Polarimetric Possibilities for Determining Sea Ice Thickness

Radar Interferometric and Polarimetric Possibilities for Determining Sea Ice Thickness Radar Interferometric and Polarimetric Possibilities for Determining Sea Ice Thickness by Scott Hensley, Ben Holt, Sermsak Jaruwatanadilok, Jeff Steward, Shadi Oveisgharan Delwyn Moller, Jim Reis, Andy

More information

ENVIRONMENTAL MONITORING Vol. I - Remote Sensing (Satellite) System Technologies - Michael A. Okoye and Greg T. Koeln

ENVIRONMENTAL MONITORING Vol. I - Remote Sensing (Satellite) System Technologies - Michael A. Okoye and Greg T. Koeln REMOTE SENSING (SATELLITE) SYSTEM TECHNOLOGIES Michael A. Okoye and Greg T. Earth Satellite Corporation, Rockville Maryland, USA Keywords: active microwave, advantages of satellite remote sensing, atmospheric

More information

CBERS Program Update Jacie 2011. Frederico dos Santos Liporace AMS Kepler liporace@amskepler.com

CBERS Program Update Jacie 2011. Frederico dos Santos Liporace AMS Kepler liporace@amskepler.com CBERS Program Update Jacie 2011 Frederico dos Santos Liporace AMS Kepler liporace@amskepler.com Overview CBERS 3 and 4 characteristics Differences from previous CBERS satellites (CBERS 1/2/2B) Geometric

More information

Evaluating GCM clouds using instrument simulators

Evaluating GCM clouds using instrument simulators Evaluating GCM clouds using instrument simulators University of Washington September 24, 2009 Why do we care about evaluation of clouds in GCMs? General Circulation Models (GCMs) project future climate

More information

MAKING SENSE OF ENERGY Electromagnetic Waves

MAKING SENSE OF ENERGY Electromagnetic Waves Adapted from State of Delaware TOE Unit MAKING SENSE OF ENERGY Electromagnetic Waves GOALS: In this Part of the unit you will Learn about electromagnetic waves, how they are grouped, and how each group

More information

An Introduction to the MTG-IRS Mission

An Introduction to the MTG-IRS Mission An Introduction to the MTG-IRS Mission Stefano Gigli, EUMETSAT IRS-NWC Workshop, Eumetsat HQ, 25-0713 Summary 1. Products and Performance 2. Design Overview 3. L1 Data Organisation 2 Part 1 1. Products

More information

Obtaining and Processing MODIS Data

Obtaining and Processing MODIS Data Obtaining and Processing MODIS Data MODIS is an extensive program using sensors on two satellites that each provide complete daily coverage of the earth. The data have a variety of resolutions; spectral,

More information

NASA Earth System Science: Structure and data centers

NASA Earth System Science: Structure and data centers SUPPLEMENT MATERIALS NASA Earth System Science: Structure and data centers NASA http://nasa.gov/ NASA Mission Directorates Aeronautics Research Exploration Systems Science http://nasascience.nasa.gov/

More information

ESCI 107/109 The Atmosphere Lesson 2 Solar and Terrestrial Radiation

ESCI 107/109 The Atmosphere Lesson 2 Solar and Terrestrial Radiation ESCI 107/109 The Atmosphere Lesson 2 Solar and Terrestrial Radiation Reading: Meteorology Today, Chapters 2 and 3 EARTH-SUN GEOMETRY The Earth has an elliptical orbit around the sun The average Earth-Sun

More information

Use the following image to answer the next question. 1. Which of the following rows identifies the electrical charge on A and B shown above?

Use the following image to answer the next question. 1. Which of the following rows identifies the electrical charge on A and B shown above? Old Science 30 Physics Practice Test A on Fields and EMR Test Solutions on the Portal Site Use the following image to answer the next question 1. Which of the following rows identifies the electrical charge

More information

The Balance of Power in the Earth-Sun System

The Balance of Power in the Earth-Sun System NASA Facts National Aeronautics and Space Administration www.nasa.gov The Balance of Power in the Earth-Sun System The Sun is the major source of energy for Earth s oceans, atmosphere, land, and biosphere.

More information

Clouds and the Energy Cycle

Clouds and the Energy Cycle August 1999 NF-207 The Earth Science Enterprise Series These articles discuss Earth's many dynamic processes and their interactions Clouds and the Energy Cycle he study of clouds, where they occur, and

More information

Solar Energy. Outline. Solar radiation. What is light?-- Electromagnetic Radiation. Light - Electromagnetic wave spectrum. Electromagnetic Radiation

Solar Energy. Outline. Solar radiation. What is light?-- Electromagnetic Radiation. Light - Electromagnetic wave spectrum. Electromagnetic Radiation Outline MAE 493R/593V- Renewable Energy Devices Solar Energy Electromagnetic wave Solar spectrum Solar global radiation Solar thermal energy Solar thermal collectors Solar thermal power plants Photovoltaics

More information

Cloud detection and clearing for the MOPITT instrument

Cloud detection and clearing for the MOPITT instrument Cloud detection and clearing for the MOPITT instrument Juying Warner, John Gille, David P. Edwards and Paul Bailey National Center for Atmospheric Research, Boulder, Colorado ABSTRACT The Measurement Of

More information

163 ANALYSIS OF THE URBAN HEAT ISLAND EFFECT COMPARISON OF GROUND-BASED AND REMOTELY SENSED TEMPERATURE OBSERVATIONS

163 ANALYSIS OF THE URBAN HEAT ISLAND EFFECT COMPARISON OF GROUND-BASED AND REMOTELY SENSED TEMPERATURE OBSERVATIONS ANALYSIS OF THE URBAN HEAT ISLAND EFFECT COMPARISON OF GROUND-BASED AND REMOTELY SENSED TEMPERATURE OBSERVATIONS Rita Pongrácz *, Judit Bartholy, Enikő Lelovics, Zsuzsanna Dezső Eötvös Loránd University,

More information

Estimating Firn Emissivity, from 1994 to1998, at the Ski Hi Automatic Weather Station on the West Antarctic Ice Sheet Using Passive Microwave Data

Estimating Firn Emissivity, from 1994 to1998, at the Ski Hi Automatic Weather Station on the West Antarctic Ice Sheet Using Passive Microwave Data Estimating Firn Emissivity, from 1994 to1998, at the Ski Hi Automatic Weather Station on the West Antarctic Ice Sheet Using Passive Microwave Data Mentor: Dr. Malcolm LeCompte Elizabeth City State University

More information

Evaluation of the Effect of Upper-Level Cirrus Clouds on Satellite Retrievals of Low-Level Cloud Droplet Effective Radius

Evaluation of the Effect of Upper-Level Cirrus Clouds on Satellite Retrievals of Low-Level Cloud Droplet Effective Radius Evaluation of the Effect of Upper-Level Cirrus Clouds on Satellite Retrievals of Low-Level Cloud Droplet Effective Radius F.-L. Chang and Z. Li Earth System Science Interdisciplinary Center University

More information

Reprojecting MODIS Images

Reprojecting MODIS Images Reprojecting MODIS Images Why Reprojection? Reasons why reprojection is desirable: 1. Removes Bowtie Artifacts 2. Allows geographic overlays (e.g. coastline, city locations) 3. Makes pretty pictures for

More information

Preface. Ko Ko Lwin Division of Spatial Information Science University of Tsukuba 2008

Preface. Ko Ko Lwin Division of Spatial Information Science University of Tsukuba 2008 1 Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its applications in Geographical

More information

D.S. Boyd School of Earth Sciences and Geography, Kingston University, U.K.

D.S. Boyd School of Earth Sciences and Geography, Kingston University, U.K. PHYSICAL BASIS OF REMOTE SENSING D.S. Boyd School of Earth Sciences and Geography, Kingston University, U.K. Keywords: Remote sensing, electromagnetic radiation, wavelengths, target, atmosphere, sensor,

More information

UTM: Universal Transverse Mercator Coordinate System

UTM: Universal Transverse Mercator Coordinate System Practical Cartographer s Reference #01 UTM: Universal Transverse Mercator Coordinate System 180 174w 168w 162w 156w 150w 144w 138w 132w 126w 120w 114w 108w 102w 96w 90w 84w 78w 72w 66w 60w 54w 48w 42w

More information

Treasure Hunt. Lecture 2 How does Light Interact with the Environment? EMR Principles and Properties. EMR and Remote Sensing

Treasure Hunt. Lecture 2 How does Light Interact with the Environment? EMR Principles and Properties. EMR and Remote Sensing Lecture 2 How does Light Interact with the Environment? Treasure Hunt Find and scan all 11 QR codes Choose one to watch / read in detail Post the key points as a reaction to http://www.scoop.it/t/env202-502-w2

More information

Studying cloud properties from space using sounder data: A preparatory study for INSAT-3D

Studying cloud properties from space using sounder data: A preparatory study for INSAT-3D Studying cloud properties from space using sounder data: A preparatory study for INSAT-3D Munn V. Shukla and P. K. Thapliyal Atmospheric Sciences Division Atmospheric and Oceanic Sciences Group Space Applications

More information

STAAR Science Tutorial 30 TEK 8.8C: Electromagnetic Waves

STAAR Science Tutorial 30 TEK 8.8C: Electromagnetic Waves Name: Teacher: Pd. Date: STAAR Science Tutorial 30 TEK 8.8C: Electromagnetic Waves TEK 8.8C: Explore how different wavelengths of the electromagnetic spectrum such as light and radio waves are used to

More information

How To Monitor Sea Level With Satellite Radar

How To Monitor Sea Level With Satellite Radar Satellite Altimetry Wolfgang Bosch Deutsches Geodätisches Forschungsinstitut (DGFI), München email: bosch@dgfi.badw.de Objectives You shall recognize satellite altimetry as an operational remote sensing

More information

Examination Space Missions and Applications I (AE2103) Faculty of Aerospace Engineering Delft University of Technology SAMPLE EXAM

Examination Space Missions and Applications I (AE2103) Faculty of Aerospace Engineering Delft University of Technology SAMPLE EXAM Examination Space Missions and Applications I AE2103 Faculty of Aerospace Engineering Delft University of Technology SAMPLE EXAM Please read these instructions first: This are a series of multiple-choice

More information

Active and Passive Microwave Remote Sensing

Active and Passive Microwave Remote Sensing Active and Passive Microwave Remote Sensing Passive remote sensing system record EMR that was reflected (e.g., blue, green, red, and near IR) or emitted (e.g., thermal IR) from the surface of the Earth.

More information

Ocean Level-3 Standard Mapped Image Products June 4, 2010

Ocean Level-3 Standard Mapped Image Products June 4, 2010 Ocean Level-3 Standard Mapped Image Products June 4, 2010 1.0 Introduction This document describes the specifications of Ocean Level-3 standard mapped archive products that are produced and distributed

More information

APPLICATION OF TERRA/ASTER DATA ON AGRICULTURE LAND MAPPING. Genya SAITO*, Naoki ISHITSUKA*, Yoneharu MATANO**, and Masatane KATO***

APPLICATION OF TERRA/ASTER DATA ON AGRICULTURE LAND MAPPING. Genya SAITO*, Naoki ISHITSUKA*, Yoneharu MATANO**, and Masatane KATO*** APPLICATION OF TERRA/ASTER DATA ON AGRICULTURE LAND MAPPING Genya SAITO*, Naoki ISHITSUKA*, Yoneharu MATANO**, and Masatane KATO*** *National Institute for Agro-Environmental Sciences 3-1-3 Kannondai Tsukuba

More information

Suomi / NPP Mission Applications Workshop Meeting Summary

Suomi / NPP Mission Applications Workshop Meeting Summary Suomi / NPP Mission Applications Workshop Meeting Summary Westin City Center, Washington, DC June 21-22, 2012 Draft Report (updated March 12, 2013) I. Background The Suomi National Polar- orbiting Partnership

More information

A KNOWLEDGE-BASED APPROACH FOR REDUCING CLOUD AND SHADOW ABSTRACT

A KNOWLEDGE-BASED APPROACH FOR REDUCING CLOUD AND SHADOW ABSTRACT A KNOWLEDGE-BASED APPROACH FOR REDUCING CLOUD AND SHADOW Mingjun Song, Graduate Research Assistant Daniel L. Civco, Director Laboratory for Earth Resources Information Systems Department of Natural Resources

More information

Joint Polar Satellite System (JPSS)

Joint Polar Satellite System (JPSS) Joint Polar Satellite System (JPSS) John Furgerson, User Liaison Joint Polar Satellite System National Environmental Satellite, Data, and Information Service National Oceanic and Atmospheric Administration

More information

Principle of Thermal Imaging

Principle of Thermal Imaging Section 8 All materials, which are above 0 degrees Kelvin (-273 degrees C), emit infrared energy. The infrared energy emitted from the measured object is converted into an electrical signal by the imaging

More information

Two primary advantages of radars: all-weather and day /night imaging

Two primary advantages of radars: all-weather and day /night imaging Lecture 0 Principles of active remote sensing: Radars. Objectives: 1. Radar basics. Main types of radars.. Basic antenna parameters. Required reading: G: 8.1, p.401-40 dditional/advanced reading: Online

More information

A Canada Centre for Remote Sensing Remote Sensing Tutorial

A Canada Centre for Remote Sensing Remote Sensing Tutorial Fundamentals of Remote Sensing A Remote Sensing Tutorial Natural Resources Canada Ressources naturelles Canada Fundamentals of Remote Sensing - Table of Contents Page 2 Table of Contents 1. Introduction

More information

Remote Sensing of Clouds from Polarization

Remote Sensing of Clouds from Polarization Remote Sensing of Clouds from Polarization What polarization can tell us about clouds... and what not? J. Riedi Laboratoire d'optique Atmosphérique University of Science and Technology Lille / CNRS FRANCE

More information

TECHNICAL REPORTS. Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa*

TECHNICAL REPORTS. Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa* Application and Evaluation of Observation Data by Advanced Microwave Scanning Radiometer 2 Achievement of World s Top-Class Microwave Radiometer AMSR Series Authors: Tatsuhiro Noguchi* and Takaaki Ishikawa*

More information

ATM S 111, Global Warming: Understanding the Forecast

ATM S 111, Global Warming: Understanding the Forecast ATM S 111, Global Warming: Understanding the Forecast DARGAN M. W. FRIERSON DEPARTMENT OF ATMOSPHERIC SCIENCES DAY 1: OCTOBER 1, 2015 Outline How exactly the Sun heats the Earth How strong? Important concept

More information

Take away concepts. What is Energy? Solar Energy. EM Radiation. Properties of waves. Solar Radiation Emission and Absorption

Take away concepts. What is Energy? Solar Energy. EM Radiation. Properties of waves. Solar Radiation Emission and Absorption Take away concepts Solar Radiation Emission and Absorption 1. 2. 3. 4. 5. 6. Conservation of energy. Black body radiation principle Emission wavelength and temperature (Wein s Law). Radiation vs. distance

More information

RS platforms. Fabio Dell Acqua - Gruppo di Telerilevamento

RS platforms. Fabio Dell Acqua - Gruppo di Telerilevamento RS platforms Platform vs. instrument Sensor Platform Instrument The remote sensor can be ideally represented as an instrument carried by a platform Platforms Remote Sensing: Ground-based air-borne space-borne

More information

SESSION 8: GEOGRAPHIC INFORMATION SYSTEMS AND MAP PROJECTIONS

SESSION 8: GEOGRAPHIC INFORMATION SYSTEMS AND MAP PROJECTIONS SESSION 8: GEOGRAPHIC INFORMATION SYSTEMS AND MAP PROJECTIONS KEY CONCEPTS: In this session we will look at: Geographic information systems and Map projections. Content that needs to be covered for examination

More information

Solar Irradiance Variability

Solar Irradiance Variability Solar Radiative Output and its Variability Claus Frölich and Judith Lean Preethi Ganapathy November 22, 2005 Solar Irradiance Variability Historical Investigations Contemporary Investigations Limitations

More information

After a wave passes through a medium, how does the position of that medium compare to its original position?

After a wave passes through a medium, how does the position of that medium compare to its original position? Light Waves Test Question Bank Standard/Advanced Name: Question 1 (1 point) The electromagnetic waves with the highest frequencies are called A. radio waves. B. gamma rays. C. X-rays. D. visible light.

More information

Interaction of Energy and Matter Gravity Measurement: Using Doppler Shifts to Measure Mass Concentration TEACHER GUIDE

Interaction of Energy and Matter Gravity Measurement: Using Doppler Shifts to Measure Mass Concentration TEACHER GUIDE Interaction of Energy and Matter Gravity Measurement: Using Doppler Shifts to Measure Mass Concentration TEACHER GUIDE EMR and the Dawn Mission Electromagnetic radiation (EMR) will play a major role in

More information

MODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA

MODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA MODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA Li-Yu Chang and Chi-Farn Chen Center for Space and Remote Sensing Research, National Central University, No. 300, Zhongda Rd., Zhongli

More information

Satellite'&'NASA'Data'Intro'

Satellite'&'NASA'Data'Intro' Satellite'&'NASA'Data'Intro' Research'vs.'Opera8ons' NASA':'Research'satellites' ' ' NOAA/DoD:'Opera8onal'Satellites' NOAA'Polar'Program:'NOAA>16,17,18,19,NPP' Geosta8onary:'GOES>east,'GOES>West' DMSP'series:'SSM/I,'SSMIS'

More information

Example of an end-to-end operational. from heat waves

Example of an end-to-end operational. from heat waves Example of an end-to-end operational service in support to civil protection from heat waves Paolo Manunta pkt006-11-1.0 1.0_WEBGIS Athens, 8 June 2007 OUTLINE Heat Island definition and causes Heat Island

More information

Precipitation Remote Sensing

Precipitation Remote Sensing Precipitation Remote Sensing Huade Guan Prepared for Remote Sensing class Earth & Environmental Science University of Texas at San Antonio November 14, 2005 Outline Background Remote sensing technique

More information

CHAPTER 2 Energy and Earth

CHAPTER 2 Energy and Earth CHAPTER 2 Energy and Earth This chapter is concerned with the nature of energy and how it interacts with Earth. At this stage we are looking at energy in an abstract form though relate it to how it affect

More information

RESULTS FROM A SIMPLE INFRARED CLOUD DETECTOR

RESULTS FROM A SIMPLE INFRARED CLOUD DETECTOR RESULTS FROM A SIMPLE INFRARED CLOUD DETECTOR A. Maghrabi 1 and R. Clay 2 1 Institute of Astronomical and Geophysical Research, King Abdulaziz City For Science and Technology, P.O. Box 6086 Riyadh 11442,

More information

Light as a Wave. The Nature of Light. EM Radiation Spectrum. EM Radiation Spectrum. Electromagnetic Radiation

Light as a Wave. The Nature of Light. EM Radiation Spectrum. EM Radiation Spectrum. Electromagnetic Radiation The Nature of Light Light and other forms of radiation carry information to us from distance astronomical objects Visible light is a subset of a huge spectrum of electromagnetic radiation Maxwell pioneered

More information

Blackbody radiation. Main Laws. Brightness temperature. 1. Concepts of a blackbody and thermodynamical equilibrium.

Blackbody radiation. Main Laws. Brightness temperature. 1. Concepts of a blackbody and thermodynamical equilibrium. Lecture 4 lackbody radiation. Main Laws. rightness temperature. Objectives: 1. Concepts of a blackbody, thermodynamical equilibrium, and local thermodynamical equilibrium.. Main laws: lackbody emission:

More information

INTRODUCTION TO REMOTE SENSING

INTRODUCTION TO REMOTE SENSING INTRODUCTION TO REMOTE SENSING Dr Robert Sanderson New Mexico State University Satellite picture of Las Cruces, NM Table of Contents Introduction...1 Electromagnetic energy...1 Reflection and absorption...2

More information

Passive Remote Sensing of Clouds from Airborne Platforms

Passive Remote Sensing of Clouds from Airborne Platforms Passive Remote Sensing of Clouds from Airborne Platforms Why airborne measurements? My instrument: the Solar Spectral Flux Radiometer (SSFR) Some spectrometry/radiometry basics How can we infer cloud properties

More information

What s better than a milliondollar

What s better than a milliondollar F o r k i d s o f a l l a g e s BY MEMORIE YASUDA What s better than a milliondollar view from the top of a skyscraper? Try a multimillion-dollar view from a satellite flying around Earth. A satellite

More information

Design of a High Resolution Multispectral Scanner for Developing Vegetation Indexes

Design of a High Resolution Multispectral Scanner for Developing Vegetation Indexes Design of a High Resolution Multispectral Scanner for Developing Vegetation Indexes Rishitosh kumar sinha*, Roushan kumar mishra, Sam jeba kumar, Gunasekar. S Dept. of Instrumentation & Control Engg. S.R.M

More information

Preview of Period 3: Electromagnetic Waves Radiant Energy II

Preview of Period 3: Electromagnetic Waves Radiant Energy II Preview of Period 3: Electromagnetic Waves Radiant Energy II 3.1 Radiant Energy from the Sun How is light reflected and transmitted? What is polarized light? 3.2 Energy Transfer with Radiant Energy How

More information

Geography 403 Lecture 7 Scanners, Thermal, and Microwave

Geography 403 Lecture 7 Scanners, Thermal, and Microwave Geography 403 Lecture 7 Scanners, Thermal, and Microwave Needs: Lect_403_7.ppt A. Basics of Passive Electric Sensors 1. Sensors absorb EMR and produce some sort of response, such as voltages differences

More information

COLLATED QUESTIONS: ELECTROMAGNETIC RADIATION

COLLATED QUESTIONS: ELECTROMAGNETIC RADIATION COLLATED QUESTIONS: ELECTROMAGNETIC RADIATION 2011(2): WAVES Doppler radar can determine the speed and direction of a moving car. Pulses of extremely high frequency radio waves are sent out in a narrow

More information

Development of Method for LST (Land Surface Temperature) Detection Using Big Data of Landsat TM Images and AWS

Development of Method for LST (Land Surface Temperature) Detection Using Big Data of Landsat TM Images and AWS Development of Method for LST (Land Surface Temperature) Detection Using Big Data of Landsat TM Images and AWS Myung-Hee Jo¹, Sung Jae Kim², Jin-Ho Lee 3 ¹ Department of Aeronautical Satellite System Engineering,

More information

Validating MOPITT Cloud Detection Techniques with MAS Images

Validating MOPITT Cloud Detection Techniques with MAS Images Validating MOPITT Cloud Detection Techniques with MAS Images Daniel Ziskin, Juying Warner, Paul Bailey, John Gille National Center for Atmospheric Research, P.O. Box 3000, Boulder, CO 80307 ABSTRACT The

More information

Automated Spacecraft Scheduling The ASTER Example

Automated Spacecraft Scheduling The ASTER Example Automated Spacecraft Scheduling The ASTER Example Ron Cohen ronald.h.cohen@jpl.nasa.gov Ground System Architectures Workshop 2002 Jet Propulsion Laboratory The Concept Scheduling by software instead of

More information

The Sentinel-4/UVN instrument on-board MTG-S

The Sentinel-4/UVN instrument on-board MTG-S The Sentinel-4/UVN instrument on-board MTG-S Grégory Bazalgette Courrèges-Lacoste; Berit Ahlers; Benedikt Guldimann; Alex Short; Ben Veihelmann, Hendrik Stark ESA ESTEC European Space Technology & Research

More information

Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide

Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide Measurements Of Pollution In The Troposphere (MOPITT) NASA Langley ASDC Data Collection Guide Summary: The MOPITT data sets are designed to measure carbon monoxide (CO) and methane (CH 4 ) concentrations

More information

A review of cloud top height and optical depth histograms from MISR, ISCCP, and MODIS

A review of cloud top height and optical depth histograms from MISR, ISCCP, and MODIS JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 115,, doi:10.1029/2009jd013422, 2010 A review of cloud top height and optical depth histograms from MISR, ISCCP, and MODIS Roger Marchand, 1 Thomas Ackerman, 1 Mike

More information

Understanding Raster Data

Understanding Raster Data Introduction The following document is intended to provide a basic understanding of raster data. Raster data layers (commonly referred to as grids) are the essential data layers used in all tools developed

More information

Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series

Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series Introduction to Remote Sensing Data for Water Resources Management Course Dates: October 17, 24, 31 November 7, 14 Time: 8-9 a.m.

More information

ADAGUC & PyTROLL. Maarten Plieger Ernst de Vreede. Application of polar orbiter products in weather forecasting Using open source tools and standards

ADAGUC & PyTROLL. Maarten Plieger Ernst de Vreede. Application of polar orbiter products in weather forecasting Using open source tools and standards Application of polar orbiter products in weather forecasting Using open source tools and standards ADAGUC & PyTROLL Maarten Plieger Ernst de Vreede Royal Netherlands Meteorological Institute (KNMI) R&D

More information

Overview of the IR channels and their applications

Overview of the IR channels and their applications Ján Kaňák Slovak Hydrometeorological Institute Jan.kanak@shmu.sk Overview of the IR channels and their applications EUMeTrain, 14 June 2011 Ján Kaňák, SHMÚ 1 Basics in satellite Infrared image interpretation

More information

REMOTE SENSING AND ENVIRONMENTAL MONITORING. P. M. Mather School of Geography, The University of Nottingham, U.K.

REMOTE SENSING AND ENVIRONMENTAL MONITORING. P. M. Mather School of Geography, The University of Nottingham, U.K. REMOTE SENSING AND ENVIRONMENTAL MONITORING P. M. Mather School of Geography, The University of Nottingham, U.K. Keywords: Earth observation, image processing, lidar, pattern recognition, radar Contents

More information

SARAL ACCESS TO OFF-LINE DATA

SARAL ACCESS TO OFF-LINE DATA SARAL AltiKa introduction Plot of the SARAL/AltiKa ground track over Africa (Credits: Google). S ARAL/AltiKa is a new mission in cooperation between CNES and ISRO (Indian Space Research Organization),

More information

NCDC s SATELLITE DATA, PRODUCTS, and SERVICES

NCDC s SATELLITE DATA, PRODUCTS, and SERVICES **** NCDC s SATELLITE DATA, PRODUCTS, and SERVICES Satellite data and derived products from NOAA s satellite systems are available through the National Climatic Data Center. The two primary systems are

More information

Landsat Monitoring our Earth s Condition for over 40 years

Landsat Monitoring our Earth s Condition for over 40 years Landsat Monitoring our Earth s Condition for over 40 years Thomas Cecere Land Remote Sensing Program USGS ISPRS:Earth Observing Data and Tools for Health Studies Arlington, VA August 28, 2013 U.S. Department

More information

Satellite Products and Dissemination: Visualization and Data Access

Satellite Products and Dissemination: Visualization and Data Access Satellite Products and Dissemination: Visualization and Data Access Gregory Leptoukh GES DISC, NASA GSFC Dana Ostrenga GES DISC, NASA GSFC Introduction The Goddard Earth Sciences Data and Information Services

More information

Comparison of NOAA's Operational AVHRR Derived Cloud Amount to other Satellite Derived Cloud Climatologies.

Comparison of NOAA's Operational AVHRR Derived Cloud Amount to other Satellite Derived Cloud Climatologies. Comparison of NOAA's Operational AVHRR Derived Cloud Amount to other Satellite Derived Cloud Climatologies. Sarah M. Thomas University of Wisconsin, Cooperative Institute for Meteorological Satellite Studies

More information

RESOLUTION MERGE OF 1:35.000 SCALE AERIAL PHOTOGRAPHS WITH LANDSAT 7 ETM IMAGERY

RESOLUTION MERGE OF 1:35.000 SCALE AERIAL PHOTOGRAPHS WITH LANDSAT 7 ETM IMAGERY RESOLUTION MERGE OF 1:35.000 SCALE AERIAL PHOTOGRAPHS WITH LANDSAT 7 ETM IMAGERY M. Erdogan, H.H. Maras, A. Yilmaz, Ö.T. Özerbil General Command of Mapping 06100 Dikimevi, Ankara, TURKEY - (mustafa.erdogan;

More information

The Earth s Atmosphere

The Earth s Atmosphere THE SUN-EARTH SYSTEM III The Earth s Atmosphere Composition and Distribution of the Atmosphere The composition of the atmosphere and the way its gases interact with electromagnetic radiation determine

More information