SlideShare a Scribd company logo
(In conjunction with the Geosciences Department of WMU)
Satellite Imagery
Acquisition and Presentation
Jacob Comer
Travis Thompson
Dylan Weber
NOAA-18
Introduction and Background
Dylan
Design and Implementation
Travis
Frontend, Testing, and Summary
Jake
Introduction
Background
•  Client
•  History of satellite receiver
•  Problems
•  Solutions
Design and Implementation
•  NOAA Satellites
•  Recieving Station
•  Application and Database Server
Testing and Summary
•  Frontend Design
•  Testing Image Accuracy & Aquisition
•  Testing Image Database Insertion
•  Testing Web Frontend
•  Testing Robustness of Backend
•  Summary
System Architecture Overview
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
Client
•  Primary Stakeholder
Dr. Mohamed Sultan -
Chair, Dept. Of
Geosciences Western
Michigan University
•  Primary Contact
Kyle Chouinard - Systems
Administrator, Dept. Of
Geosciences Western
Michigan University
Satellite Receiver
•  Installed on Everett Tower
2004.
•  Uses Terascan Software on
Receiver in Rood Hall
•  Provides information for
hydrolic, oceanographic,
and meteorological studies
•  Inoperational since 2008.
Satellites
•  Noaa 15 - 19
•  Advanced Very High
Resolution Radiometer
(AVHRR)
•  Advanced Microwave
Sounding Unit-A (AMSU-A)
•  Microwave Humidity
Sounder (MHS)
Terascan
•  Proprietary Seaspace Software
•  Used for downloading raw data from polar
orbiting satellites.
•  Converts raw data to various image
formats.
Problems
•  Reciever wasn't communicating with
satellites
•  Outdated software and hardware
•  Poor documentation
•  Licensing Problems
Outdated Hardware and Software
•  Updated to Terascan 4.0
•  Upgraded hardware
•  Installed CentOS
Poor Documentation/Licensing
•  Contacted Seaspace
•  Renewed License
Design & Implementation
Travis Thompson
System Architecture Overview
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
Satellites
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
NOAA Satellites
•  Polar Orbiting
•  High Resolution Picture Transmission (HRPT)
•  Transmition on L-Band (1670 - 1720 MHz)
•  Advanced Very High
Resolution Radiometer
(AVHRR)
Satellite Frequency
NOAA-15 1702.5 MHz
NOAA-16 1702.5 MHz
NOAA-17 1698.0 MHz
NOAA-18 1707.0 MHz
NOAA-19 1698.0 MHz
NOAA Satellites Cont.
Name Launch date Period (min)
NOAA 19 February 6, 2009 102
NOAA 18 May 20, 2005 102
NOAA 17 June 24, 2002 101.1
NOAA 16 September 21, 2000 101.9
NOAA 15 May 13, 1998 101.1
Polar Orbit
Video Here
NOAA-15 Passes
Receiving Station Overview
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
Antenna
•  1.5m Dish inside a 1.8m Radome
•  Integrated Tracking System
•  L-Band (1670 - 1720 MHz)
•  3 Axis Positioner
Receiving Station
•  CentOS 5.7 x64
•  TeraScan 4.0.1
•  Image Reception
Scheduler
Satellite Tracking
Satellite Tracking Cont.
Satellite Scheduling
Application & Database Server
Overview
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
Application & Database Server
•  Windows Server 2008 R2
•  ArcGIS 10
•  PostgreSQL 8.3
•  Apache / Tomcat
Image Insertion Automation
Scan Watch
Directory
Find Raster
Dataset
Insert into
Catalog
Move into
Processed
Directory
•  ArcPy Python Library
•  Connection to ArcGIS SDE Database Server
•  Insert Raster Dataset into the Database
import arcpy
from arcpy import env
Image Insertion Automation Cont.
sdeDB = "E:/TeraScan/automation/Localhost.sde"
env.workspace = sdeDB
arcpy.RasterToGeodatabase_conversion(filename,
sdeDB)
ArcCatalog
Frontend, Testing, &
Summary
Jacob Comer
Frontend
HRPT
NOAA-[15-19]
Coax
Receiving
Station
Samba
Database
Server
Application
Server
Socket
Client
HTTP
Antenna
Frontend Technologies Flow
Application Server
Database
Server Client Side
Socket
Frontend Design
Table of Contents
Turning on a Layer
Multiple Layers
Layer Transparency
Layer Transparency Cont.
Graphs
Graphs Cont.
Testing Image Accuracy & Aquisition
•  View images as they are aquired
•  Verify images against images that are
known to be accurate
•  Set up a log that logs when images are
being downloaded
Testing Image Database Insertion
•  Automate encoding into GEOTIFF format
•  Verify images visually
•  Log automated transfer of encoded images
to database drive
•  Log automated insertion into database
•  Log removal of images on original box to
keep clutter down
Automated Transfer of Files
Automated Insertion Into Database
Testing Web Frontend
•  Group testing of features
o  Attempt to break Everything we have implemented
•  Client testing of features
o  Make sure they don't break anything accidentally
•  Ensuring security of database connection
Testing Robustness of Backend
•  Multiple connections
•  Query for non-existing image
•  Attempt to access restricted information on
the server
Summary
•  Automates image aquisition, processing,
and insertion into database
•  The backend will automatically make
database images accessible from the web
frontend
•  The web frontend will overlay the images
on a (google) map and allow meta-data to
be viewed

More Related Content

What's hot

Orthorectification and triangulation
Orthorectification and triangulationOrthorectification and triangulation
Orthorectification and triangulation
Mesfin Yeshitla
 
Collinearity Equations
Collinearity EquationsCollinearity Equations
Collinearity Equations
National Cheng Kung University
 
Digital photogrammetry
Digital photogrammetryDigital photogrammetry
Digital photogrammetry
Mr Amol Ghogare
 
DTM DEM Generation
DTM DEM GenerationDTM DEM Generation
DTM DEM Generation
Nurul Amirah Isa
 
Introduction to WebGIS- Esri norsk BK 2014
Introduction to WebGIS- Esri norsk BK 2014Introduction to WebGIS- Esri norsk BK 2014
Introduction to WebGIS- Esri norsk BK 2014
Geodata AS
 
Optical remote sensing
Optical remote sensingOptical remote sensing
Optical remote sensing
Sumant Diwakar
 
Global Positioning System
Global Positioning SystemGlobal Positioning System
Global Positioning System
Navdeep Dhingra
 
Web GIS
Web GISWeb GIS
Web GIS
Zhaoying Wei
 
Principal component analysis
Principal component analysisPrincipal component analysis
Principal component analysis
Farah M. Altufaili
 
Satellite image processing
Satellite image processingSatellite image processing
Satellite image processing
alok ray
 
GIS & Raster
GIS & RasterGIS & Raster
GIS & Raster
guestff64339
 
Remote Sensing: Image Classification
Remote Sensing: Image ClassificationRemote Sensing: Image Classification
Remote Sensing: Image Classification
Kamlesh Kumar
 
Introduction to OpenStreetMap
Introduction to OpenStreetMapIntroduction to OpenStreetMap
Introduction to OpenStreetMap
Kate Chapman
 
GIS Based Project Planning and Management
GIS Based Project Planning and ManagementGIS Based Project Planning and Management
GIS Based Project Planning and Management
SaurabhChobe
 
Mobile gis
Mobile gisMobile gis
Mobile gis
Niroshan Sanjaya
 
Digital Elevation Models - WUR - Grontmij
Digital Elevation Models - WUR - GrontmijDigital Elevation Models - WUR - Grontmij
Digital Elevation Models - WUR - Grontmij
Xander Bakker
 
International Terrestrial Reference Frame
International Terrestrial Reference FrameInternational Terrestrial Reference Frame
International Terrestrial Reference Frame
Survey Department
 
Remote sensing by jitendra thakor
Remote sensing by jitendra thakorRemote sensing by jitendra thakor
Remote sensing by jitendra thakor
gandhinagar
 
GLOBAL POSITIONING SYSTEM
GLOBAL POSITIONING SYSTEMGLOBAL POSITIONING SYSTEM
GLOBAL POSITIONING SYSTEM
Eminent Planners
 
Unit 2 Elements of a map.pdf
Unit 2 Elements of a map.pdfUnit 2 Elements of a map.pdf
Unit 2 Elements of a map.pdf
DUSABIMANA Jean D Amour
 

What's hot (20)

Orthorectification and triangulation
Orthorectification and triangulationOrthorectification and triangulation
Orthorectification and triangulation
 
Collinearity Equations
Collinearity EquationsCollinearity Equations
Collinearity Equations
 
Digital photogrammetry
Digital photogrammetryDigital photogrammetry
Digital photogrammetry
 
DTM DEM Generation
DTM DEM GenerationDTM DEM Generation
DTM DEM Generation
 
Introduction to WebGIS- Esri norsk BK 2014
Introduction to WebGIS- Esri norsk BK 2014Introduction to WebGIS- Esri norsk BK 2014
Introduction to WebGIS- Esri norsk BK 2014
 
Optical remote sensing
Optical remote sensingOptical remote sensing
Optical remote sensing
 
Global Positioning System
Global Positioning SystemGlobal Positioning System
Global Positioning System
 
Web GIS
Web GISWeb GIS
Web GIS
 
Principal component analysis
Principal component analysisPrincipal component analysis
Principal component analysis
 
Satellite image processing
Satellite image processingSatellite image processing
Satellite image processing
 
GIS & Raster
GIS & RasterGIS & Raster
GIS & Raster
 
Remote Sensing: Image Classification
Remote Sensing: Image ClassificationRemote Sensing: Image Classification
Remote Sensing: Image Classification
 
Introduction to OpenStreetMap
Introduction to OpenStreetMapIntroduction to OpenStreetMap
Introduction to OpenStreetMap
 
GIS Based Project Planning and Management
GIS Based Project Planning and ManagementGIS Based Project Planning and Management
GIS Based Project Planning and Management
 
Mobile gis
Mobile gisMobile gis
Mobile gis
 
Digital Elevation Models - WUR - Grontmij
Digital Elevation Models - WUR - GrontmijDigital Elevation Models - WUR - Grontmij
Digital Elevation Models - WUR - Grontmij
 
International Terrestrial Reference Frame
International Terrestrial Reference FrameInternational Terrestrial Reference Frame
International Terrestrial Reference Frame
 
Remote sensing by jitendra thakor
Remote sensing by jitendra thakorRemote sensing by jitendra thakor
Remote sensing by jitendra thakor
 
GLOBAL POSITIONING SYSTEM
GLOBAL POSITIONING SYSTEMGLOBAL POSITIONING SYSTEM
GLOBAL POSITIONING SYSTEM
 
Unit 2 Elements of a map.pdf
Unit 2 Elements of a map.pdfUnit 2 Elements of a map.pdf
Unit 2 Elements of a map.pdf
 

Viewers also liked

Application of satellite imagery
Application of satellite imageryApplication of satellite imagery
Application of satellite imagery
Institute of Space Knowledge Development
 
Aerial photography vs RS satellite
Aerial photography vs RS satelliteAerial photography vs RS satellite
Aerial photography vs RS satellite
Sumant Diwakar
 
satellite image processing
satellite image processingsatellite image processing
satellite image processing
avhadlaxmikant
 
Remote Sensing PPT
Remote Sensing PPTRemote Sensing PPT
Remote Sensing PPT
Amal Murali
 
Review for Photo Camera
Review for Photo CameraReview for Photo Camera
Review for Photo Camera
SMHSart
 
Remote sensing
Remote sensingRemote sensing
Remote sensing
Julian Swindell
 
Monograph
MonographMonograph
Monograph
mt100
 
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
Rio SEO
 
Terzian, m. monograph climbing community
Terzian, m. monograph  climbing communityTerzian, m. monograph  climbing community
Terzian, m. monograph climbing community
mt100
 
Trabajo informatica
Trabajo informaticaTrabajo informatica
Trabajo informatica
nataliareniz
 
Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
 Webinar- The Mobile Opportunity for Local and Multi-Location Businesses Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
Rio SEO
 
Monograph
MonographMonograph
Monograph
mt100
 
Annotated bibliography 2
Annotated bibliography 2Annotated bibliography 2
Annotated bibliography 2
mt100
 
Satellite and aerial surveys
Satellite and aerial surveysSatellite and aerial surveys
Satellite and aerial surveys
Julian Swindell
 
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
Rio SEO
 
Application of Remote Sensing
Application of Remote SensingApplication of Remote Sensing
Application of Remote Sensing
Tanmay Laha
 
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice SearchRio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
Rio SEO
 
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
Rio SEO
 
56. seni budaya smp m ts
56. seni budaya smp m ts56. seni budaya smp m ts
56. seni budaya smp m ts
Anita Suyana
 
76. seni budaya sma
76. seni budaya sma76. seni budaya sma
76. seni budaya sma
Anita Suyana
 

Viewers also liked (20)

Application of satellite imagery
Application of satellite imageryApplication of satellite imagery
Application of satellite imagery
 
Aerial photography vs RS satellite
Aerial photography vs RS satelliteAerial photography vs RS satellite
Aerial photography vs RS satellite
 
satellite image processing
satellite image processingsatellite image processing
satellite image processing
 
Remote Sensing PPT
Remote Sensing PPTRemote Sensing PPT
Remote Sensing PPT
 
Review for Photo Camera
Review for Photo CameraReview for Photo Camera
Review for Photo Camera
 
Remote sensing
Remote sensingRemote sensing
Remote sensing
 
Monograph
MonographMonograph
Monograph
 
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
PM Digital: Getting E-Commerce Team Buy-In for Local Optimization Efforts #LS...
 
Terzian, m. monograph climbing community
Terzian, m. monograph  climbing communityTerzian, m. monograph  climbing community
Terzian, m. monograph climbing community
 
Trabajo informatica
Trabajo informaticaTrabajo informatica
Trabajo informatica
 
Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
 Webinar- The Mobile Opportunity for Local and Multi-Location Businesses Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
Webinar- The Mobile Opportunity for Local and Multi-Location Businesses
 
Monograph
MonographMonograph
Monograph
 
Annotated bibliography 2
Annotated bibliography 2Annotated bibliography 2
Annotated bibliography 2
 
Satellite and aerial surveys
Satellite and aerial surveysSatellite and aerial surveys
Satellite and aerial surveys
 
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
Wiideman Consulting: Success Stories for Driving Local Value for Your Brand #...
 
Application of Remote Sensing
Application of Remote SensingApplication of Remote Sensing
Application of Remote Sensing
 
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice SearchRio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
Rio SEO Webinar: Local SEO Strategies to Capitalize on Voice Search
 
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
[Webinar] Hallmark & Local Search Association: How to Use Online Seasonal Mar...
 
56. seni budaya smp m ts
56. seni budaya smp m ts56. seni budaya smp m ts
56. seni budaya smp m ts
 
76. seni budaya sma
76. seni budaya sma76. seni budaya sma
76. seni budaya sma
 

Similar to Satellite Imagery: Acquisition and Presentation

Edward King SPEDDEXES 2014
Edward King SPEDDEXES 2014Edward King SPEDDEXES 2014
Edward King SPEDDEXES 2014
aceas13tern
 
NPOESS Program Overview
NPOESS Program OverviewNPOESS Program Overview
GEO Analytics Canada Overview April 2020
GEO Analytics Canada Overview April 2020GEO Analytics Canada Overview April 2020
GEO Analytics Canada Overview April 2020
GEO Analytics Canada
 
Phased-Array Radar Systems Engineering Bootcamp : Tonex
Phased-Array Radar Systems Engineering Bootcamp : TonexPhased-Array Radar Systems Engineering Bootcamp : Tonex
Phased-Array Radar Systems Engineering Bootcamp : Tonex
Bryan Len
 
Multibeam Advisory Committee - 2016 UNOLS FIC Meeting
Multibeam Advisory Committee - 2016 UNOLS FIC MeetingMultibeam Advisory Committee - 2016 UNOLS FIC Meeting
Multibeam Advisory Committee - 2016 UNOLS FIC Meeting
Vicki Ferrini
 
Space Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) TestbedSpace Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) Testbed
American Astronautical Society
 
Sunsight Antenna Alignment intro
Sunsight Antenna Alignment introSunsight Antenna Alignment intro
Sunsight Antenna Alignment intro
John Vetter
 
MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)
Lucas Jellema
 
VMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
VMworld 2013: Architecting VMware Horizon Workspace for Scale and PerformanceVMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
VMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
VMworld
 
Collecting and Analysing Spaceborn Data
Collecting and Analysing Spaceborn DataCollecting and Analysing Spaceborn Data
Collecting and Analysing Spaceborn Data
Ivo Andreev
 
Ian Grant_Adoption of AusCover data standards and systems to improve access t...
Ian Grant_Adoption of AusCover data standards and systems to improve access t...Ian Grant_Adoption of AusCover data standards and systems to improve access t...
Ian Grant_Adoption of AusCover data standards and systems to improve access t...
TERN Australia
 
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Matt Stubbs
 
Tonex's Phased array radar systems engineering bootcamp
Tonex's Phased array radar systems engineering bootcampTonex's Phased array radar systems engineering bootcamp
Tonex's Phased array radar systems engineering bootcamp
Tonex
 
Monitoring Akka with Kamon 1.0
Monitoring Akka with Kamon 1.0Monitoring Akka with Kamon 1.0
Monitoring Akka with Kamon 1.0
Steffen Gebert
 
[Year 2014-15 ] Internet Radio
[Year 2014-15 ] Internet Radio[Year 2014-15 ] Internet Radio
[Year 2014-15 ] Internet Radio
Saurabh N. Mehta
 
Geo Analytics Canada Overview - May 2020
Geo Analytics Canada Overview - May 2020Geo Analytics Canada Overview - May 2020
Geo Analytics Canada Overview - May 2020
GEO Analytics Canada
 
Collecting and Analysing Satellite Data with Azure Orbital
Collecting and Analysing Satellite Data with Azure OrbitalCollecting and Analysing Satellite Data with Azure Orbital
Collecting and Analysing Satellite Data with Azure Orbital
Ivo Andreev
 
Ibm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinalIbm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinal
aspyker
 
Netflix0SS Services on Docker
Netflix0SS Services on DockerNetflix0SS Services on Docker
Netflix0SS Services on Docker
Docker, Inc.
 
Running Non-MapReduce Big Data Applications on Apache Hadoop
Running Non-MapReduce Big Data Applications on Apache HadoopRunning Non-MapReduce Big Data Applications on Apache Hadoop
Running Non-MapReduce Big Data Applications on Apache Hadoop
hitesh1892
 

Similar to Satellite Imagery: Acquisition and Presentation (20)

Edward King SPEDDEXES 2014
Edward King SPEDDEXES 2014Edward King SPEDDEXES 2014
Edward King SPEDDEXES 2014
 
NPOESS Program Overview
NPOESS Program OverviewNPOESS Program Overview
NPOESS Program Overview
 
GEO Analytics Canada Overview April 2020
GEO Analytics Canada Overview April 2020GEO Analytics Canada Overview April 2020
GEO Analytics Canada Overview April 2020
 
Phased-Array Radar Systems Engineering Bootcamp : Tonex
Phased-Array Radar Systems Engineering Bootcamp : TonexPhased-Array Radar Systems Engineering Bootcamp : Tonex
Phased-Array Radar Systems Engineering Bootcamp : Tonex
 
Multibeam Advisory Committee - 2016 UNOLS FIC Meeting
Multibeam Advisory Committee - 2016 UNOLS FIC MeetingMultibeam Advisory Committee - 2016 UNOLS FIC Meeting
Multibeam Advisory Committee - 2016 UNOLS FIC Meeting
 
Space Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) TestbedSpace Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) Testbed
 
Sunsight Antenna Alignment intro
Sunsight Antenna Alignment introSunsight Antenna Alignment intro
Sunsight Antenna Alignment intro
 
MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)MeetUp Monitoring with Prometheus and Grafana (September 2018)
MeetUp Monitoring with Prometheus and Grafana (September 2018)
 
VMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
VMworld 2013: Architecting VMware Horizon Workspace for Scale and PerformanceVMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
VMworld 2013: Architecting VMware Horizon Workspace for Scale and Performance
 
Collecting and Analysing Spaceborn Data
Collecting and Analysing Spaceborn DataCollecting and Analysing Spaceborn Data
Collecting and Analysing Spaceborn Data
 
Ian Grant_Adoption of AusCover data standards and systems to improve access t...
Ian Grant_Adoption of AusCover data standards and systems to improve access t...Ian Grant_Adoption of AusCover data standards and systems to improve access t...
Ian Grant_Adoption of AusCover data standards and systems to improve access t...
 
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
Big Data LDN 2018: DEUTSCHE BANK: THE PATH TO AUTOMATION IN A HIGHLY REGULATE...
 
Tonex's Phased array radar systems engineering bootcamp
Tonex's Phased array radar systems engineering bootcampTonex's Phased array radar systems engineering bootcamp
Tonex's Phased array radar systems engineering bootcamp
 
Monitoring Akka with Kamon 1.0
Monitoring Akka with Kamon 1.0Monitoring Akka with Kamon 1.0
Monitoring Akka with Kamon 1.0
 
[Year 2014-15 ] Internet Radio
[Year 2014-15 ] Internet Radio[Year 2014-15 ] Internet Radio
[Year 2014-15 ] Internet Radio
 
Geo Analytics Canada Overview - May 2020
Geo Analytics Canada Overview - May 2020Geo Analytics Canada Overview - May 2020
Geo Analytics Canada Overview - May 2020
 
Collecting and Analysing Satellite Data with Azure Orbital
Collecting and Analysing Satellite Data with Azure OrbitalCollecting and Analysing Satellite Data with Azure Orbital
Collecting and Analysing Satellite Data with Azure Orbital
 
Ibm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinalIbm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinal
 
Netflix0SS Services on Docker
Netflix0SS Services on DockerNetflix0SS Services on Docker
Netflix0SS Services on Docker
 
Running Non-MapReduce Big Data Applications on Apache Hadoop
Running Non-MapReduce Big Data Applications on Apache HadoopRunning Non-MapReduce Big Data Applications on Apache Hadoop
Running Non-MapReduce Big Data Applications on Apache Hadoop
 

Recently uploaded

Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
c5vrf27qcz
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
Fwdays
 
"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota
Fwdays
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
saastr
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
Jason Packer
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
Jason Yip
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
AstuteBusiness
 
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid ResearchHarnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Neo4j
 
Essentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation ParametersEssentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation Parameters
Safe Software
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Precisely
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
Edge AI and Vision Alliance
 
Mutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented ChatbotsMutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented Chatbots
Pablo Gómez Abajo
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Neo4j
 

Recently uploaded (20)

Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Y-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PPY-Combinator seed pitch deck template PP
Y-Combinator seed pitch deck template PP
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
 
"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
 
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid ResearchHarnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
 
Essentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation ParametersEssentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation Parameters
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
 
Mutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented ChatbotsMutation Testing for Task-Oriented Chatbots
Mutation Testing for Task-Oriented Chatbots
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
 

Satellite Imagery: Acquisition and Presentation