SlideShare a Scribd company logo
1 of 22
Download to read offline
ULTRA-HIGH RESOLUTION AERIAL ORTHO
   IMAGERY FOR DETAILED MAPPING
             Stephen Ambagis
WHY WE EXIST
•   Needed to map individual plant species over large areas in Hawaii
•   Could not use existing satellite data
     • Clouds
     • Topography
     • Automated image analysis was not effective (spectral separation)
     • Resolution (spectral and horizontal ground)
•   Attempted contracting aerial imagery providers from off island
     • Costly
     • Not resolute enough
•   Had to develop our own unique platform
Psidum
                              cattelianum




                                 Psidum        Pandanus
                                 cattelianum   tectorius




Melastoma    Schefflera
candidum    actinophylla


                                                 Metrosideros
                                                 polymorpha




                                                                Macaranga
                                                                 mappa


                           Cecropia
                           obtusifolia


                                                                            Nephrolepis
                                  Melochia                                   multiflora
                                  umbellata
                                                    Trema
                                                    orentalis
RESOLUTION COMPARISON




            60cm        15cm   2cm
WHAT WE PRODUCE
•   Natural color ortho imagery from 1m to an unprecedented 1cm ground resolution
•   NIR ortho imagery from 1m to 4cm ground resolution
•   Large scale thermal imaging
•   Image analysis and solutions based products
DEVELOPMENT WAS A PROCESS
NUEVO UNIQUE IMAGE ACQUISITION SYSTEM
•   Custom platform co-developed with Icaros Inc.
•   Multi sensor package that can combine RGB, NIR, and Thermal sensor in one data collect
•   Custom processing software and methods that combine speed and accuracy for high
    quality products
IDM600TM ADVANCED COLLECTION SYSTEMS


                             IDM600TM
                         RGB 80Mpx + NIR +TIR

IDM600TM ~ 200Mpxl                              IDM600TM   3XTIR
      (3X80Mpxl) – RGB




                                                      & More…
THE NEW SYSTEM




• Highly portable
• Ultra stabilized for turbulent
  conditions
• Dedicated aircraft for Hawaii
  operations
• Modular 3 sensor payload
HELI PLATFORM
THE IMAGERY PRODUCTS

RGB         DSM        Thermal   NIR
WHAT WE’VE BEEN DOING
•   Most of our efforts have been focused on weed detection, mapping, and monitoring.
     • Over large landscapes (ex: 1000 to 20,000 acres)
     • Mapping and tracking individual plants over time
     • Develop species specific analysis models
•   Some forest characterization through plot based analysis
•   Monitoring invasive algae removal
     • Maunalua Bay restoration
WHAT CAN WE DO WITH THIS
NEW CAPACITY??
•   Corridor mapping
•   Transmission or pipeline monitoring
•   Road surface assessment
•   Disaster response
     • Ultra fast turn around for 4cm+ data products
     • Thermal fire maps produced hours after collection
     • Dedicated plane ready for immediate tasking
•   AND MORE!!!
FINE SCALE PRODUCT
FINE SCALE PRODUCT


Worldview II
50cm




                    RMH
                    1cm
ROAD SIDE WEED ASSESSMENT




                                     Schinus terebinthifolius

                   Syzygium jambos

                                           Persea americana




                                          Phlebodium aureum




                                        Aleurites moluccana
LAND LEASE ASSESSMENT

                                                                                     Schinus terebinthifolius




Schefflera actinophylla



      Ricinus communis
                          Clusia rosea




                                                                                                                       Plumeria
                                                  Ricinus communis
                            Agave spp?                                                                                 Banana
                                                                                                                       Coconut




                                                                                                 Cordyline fruticosa
                                                                   Macaranga mappa
                                         Schefflera actinophylla
THERMAL SENSOR FOR MONITORING IRRIGATION
SYSTEM EFFICIENCY
Australia Flash Floods
Deep Water Horizon Oil Spill – 2010 – TIR High Res. Night


The difference between the water
and the oil temperature allowed
detection of areas with a higher
concentration of oil.




                                         OIL SPILL




                                                                 Ship Crossing Track
HOW WOULD YOU USE OUR DATA?
OUR PARTNERS

      •   The Nature Conservancy
           • www.nature.org
      •   Icaros Inc.
           • www.icaros.us
      •   Resource Mapping MA.
           • www.resourcemappinggis.com

More Related Content

More from Hawaii Geographic Information Coordinating Council

More from Hawaii Geographic Information Coordinating Council (20)

Web based Data and Tools for Coastal Management
Web based Data and Tools for Coastal ManagementWeb based Data and Tools for Coastal Management
Web based Data and Tools for Coastal Management
 
Ecosystem Vulnerability and Cumulative Impacts on th eOceans of hawaii
Ecosystem Vulnerability and Cumulative Impacts on th eOceans of hawaiiEcosystem Vulnerability and Cumulative Impacts on th eOceans of hawaii
Ecosystem Vulnerability and Cumulative Impacts on th eOceans of hawaii
 
Using GIS to Connect Communities
Using GIS to Connect CommunitiesUsing GIS to Connect Communities
Using GIS to Connect Communities
 
Assessing Reef Health Using a Low Altitude Sensing Platform
Assessing Reef Health Using a Low Altitude Sensing PlatformAssessing Reef Health Using a Low Altitude Sensing Platform
Assessing Reef Health Using a Low Altitude Sensing Platform
 
Hawaii DOT Monitoring Stations Versus National Performance Measurement Resear...
Hawaii DOT Monitoring Stations Versus National Performance Measurement Resear...Hawaii DOT Monitoring Stations Versus National Performance Measurement Resear...
Hawaii DOT Monitoring Stations Versus National Performance Measurement Resear...
 
Use of GIS Technology to Inform Planning Efforts Through Visualization of Com...
Use of GIS Technology to Inform Planning Efforts Through Visualization of Com...Use of GIS Technology to Inform Planning Efforts Through Visualization of Com...
Use of GIS Technology to Inform Planning Efforts Through Visualization of Com...
 
Expanding GIS Access to Technical and Non-Technical Users to Enhance Project ...
Expanding GIS Access to Technical and Non-Technical Users to Enhance Project ...Expanding GIS Access to Technical and Non-Technical Users to Enhance Project ...
Expanding GIS Access to Technical and Non-Technical Users to Enhance Project ...
 
STEMworks: K12 Education in Hawaii in Science Technology Engineering and Math
STEMworks: K12 Education in Hawaii in Science Technology Engineering and MathSTEMworks: K12 Education in Hawaii in Science Technology Engineering and Math
STEMworks: K12 Education in Hawaii in Science Technology Engineering and Math
 
Planning for Technological Change
Planning for Technological ChangePlanning for Technological Change
Planning for Technological Change
 
Now & the Future of geodesy in Hawaii for the GIS Users
Now & the Future of geodesy in Hawaii for the GIS UsersNow & the Future of geodesy in Hawaii for the GIS Users
Now & the Future of geodesy in Hawaii for the GIS Users
 
314 woods- uav mapping history
314   woods- uav mapping history314   woods- uav mapping history
314 woods- uav mapping history
 
314 smith 2015 higicc-final
314  smith 2015 higicc-final314  smith 2015 higicc-final
314 smith 2015 higicc-final
 
Real Time Corrections for GNSS Receivers
Real Time Corrections for GNSS ReceiversReal Time Corrections for GNSS Receivers
Real Time Corrections for GNSS Receivers
 
Honolulu Board of Water Supply: Enterprise GIS
Honolulu Board of Water Supply: Enterprise GISHonolulu Board of Water Supply: Enterprise GIS
Honolulu Board of Water Supply: Enterprise GIS
 
State of Hawaii Digital Leveling Project
State of Hawaii Digital Leveling ProjectState of Hawaii Digital Leveling Project
State of Hawaii Digital Leveling Project
 
Urban Tree Canopy Change Assessment for Southern Oahu
Urban Tree Canopy Change Assessment for Southern OahuUrban Tree Canopy Change Assessment for Southern Oahu
Urban Tree Canopy Change Assessment for Southern Oahu
 
The Evolving GIS Enterprise
The Evolving GIS EnterpriseThe Evolving GIS Enterprise
The Evolving GIS Enterprise
 
Successes of the Certificate Competence in GIS in Ecosystem Management Program
Successes of the Certificate Competence in GIS in Ecosystem Management ProgramSuccesses of the Certificate Competence in GIS in Ecosystem Management Program
Successes of the Certificate Competence in GIS in Ecosystem Management Program
 
using ArcGIS Online to Assist in Mapping Hawaii's Agricultural Footprint
using ArcGIS Online to Assist in Mapping Hawaii's Agricultural Footprintusing ArcGIS Online to Assist in Mapping Hawaii's Agricultural Footprint
using ArcGIS Online to Assist in Mapping Hawaii's Agricultural Footprint
 
GIS at the Oahu invasive Species Committee
GIS at the Oahu invasive Species CommitteeGIS at the Oahu invasive Species Committee
GIS at the Oahu invasive Species Committee
 

Recently uploaded

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 

Hawaii Pacific GIS Conference 2012: Imagery Updates - Ultra-high Resolution Aerial Ortho Imagery for Detailed Mapping

  • 1. ULTRA-HIGH RESOLUTION AERIAL ORTHO IMAGERY FOR DETAILED MAPPING Stephen Ambagis
  • 2. WHY WE EXIST • Needed to map individual plant species over large areas in Hawaii • Could not use existing satellite data • Clouds • Topography • Automated image analysis was not effective (spectral separation) • Resolution (spectral and horizontal ground) • Attempted contracting aerial imagery providers from off island • Costly • Not resolute enough • Had to develop our own unique platform
  • 3. Psidum cattelianum Psidum Pandanus cattelianum tectorius Melastoma Schefflera candidum actinophylla Metrosideros polymorpha Macaranga mappa Cecropia obtusifolia Nephrolepis Melochia multiflora umbellata Trema orentalis
  • 4. RESOLUTION COMPARISON 60cm 15cm 2cm
  • 5. WHAT WE PRODUCE • Natural color ortho imagery from 1m to an unprecedented 1cm ground resolution • NIR ortho imagery from 1m to 4cm ground resolution • Large scale thermal imaging • Image analysis and solutions based products
  • 7. NUEVO UNIQUE IMAGE ACQUISITION SYSTEM • Custom platform co-developed with Icaros Inc. • Multi sensor package that can combine RGB, NIR, and Thermal sensor in one data collect • Custom processing software and methods that combine speed and accuracy for high quality products
  • 8. IDM600TM ADVANCED COLLECTION SYSTEMS IDM600TM RGB 80Mpx + NIR +TIR IDM600TM ~ 200Mpxl IDM600TM 3XTIR (3X80Mpxl) – RGB & More…
  • 9. THE NEW SYSTEM • Highly portable • Ultra stabilized for turbulent conditions • Dedicated aircraft for Hawaii operations • Modular 3 sensor payload
  • 11. THE IMAGERY PRODUCTS RGB DSM Thermal NIR
  • 12. WHAT WE’VE BEEN DOING • Most of our efforts have been focused on weed detection, mapping, and monitoring. • Over large landscapes (ex: 1000 to 20,000 acres) • Mapping and tracking individual plants over time • Develop species specific analysis models • Some forest characterization through plot based analysis • Monitoring invasive algae removal • Maunalua Bay restoration
  • 13. WHAT CAN WE DO WITH THIS NEW CAPACITY?? • Corridor mapping • Transmission or pipeline monitoring • Road surface assessment • Disaster response • Ultra fast turn around for 4cm+ data products • Thermal fire maps produced hours after collection • Dedicated plane ready for immediate tasking • AND MORE!!!
  • 15. FINE SCALE PRODUCT Worldview II 50cm RMH 1cm
  • 16. ROAD SIDE WEED ASSESSMENT Schinus terebinthifolius Syzygium jambos Persea americana Phlebodium aureum Aleurites moluccana
  • 17. LAND LEASE ASSESSMENT Schinus terebinthifolius Schefflera actinophylla Ricinus communis Clusia rosea Plumeria Ricinus communis Agave spp? Banana Coconut Cordyline fruticosa Macaranga mappa Schefflera actinophylla
  • 18. THERMAL SENSOR FOR MONITORING IRRIGATION SYSTEM EFFICIENCY
  • 20. Deep Water Horizon Oil Spill – 2010 – TIR High Res. Night The difference between the water and the oil temperature allowed detection of areas with a higher concentration of oil. OIL SPILL Ship Crossing Track
  • 21. HOW WOULD YOU USE OUR DATA?
  • 22. OUR PARTNERS • The Nature Conservancy • www.nature.org • Icaros Inc. • www.icaros.us • Resource Mapping MA. • www.resourcemappinggis.com