SlideShare ist ein Scribd-Unternehmen logo
1 von 15
QC of Imagery with FME at
Manitoba Hydro
Sarah Wach and Rob Gerry
Geospatial Data Services, Manitoba Hydro




                                           April 23, 2012
FME at Manitoba Hydro

 Started using early 2000’s

 Data format conversions

 Coordinate system transformations

 NTDB formatting for ESRI SDE

 Image mosaics/compression

 Day to day data processing

 Production mode for parcel fabric updating
Best Available
Digital Ortho
Imagery

• 56 data sources

• Air Photo &
Satellite

• 10cm to 15m
resolution

• color &greyscale

• ~ 4 TB’s and
growing
2011 DOI
 Acquisition

• 7 areas

• 6600 Sq. Km’s

• 1090 tiles

• 2 aircraft
Testing Parameters

   Proper naming (eg. 51061010)
   Horizontal Datum (NAD83 – zone 14)
   Tile Size (2.5 km sq.)
   Image Resolution (20cm)
   Colour Balance
   Georeference
Inputs


 Uses published parameters to make the
  workbench reusable and user friendly



  Testing Values

  Information for
  naming the output
  files


  Locations for
  the Sources and
  Destinations
Test for Tiff Naming
Test for Datum and Tile Size
Test for Image Resolution
Low Resolution Raster Creation
Outputs
  CSV file with results of the tests
  Shapefile with the tiff bounding boxes
  Low resolution ecw file
Results


 Prior to the FME workspace only a few tiles out of
  a dataset would have been checked

 Enables a complete QC process

 Creates a record of the QC process

 Allows more time for visual checks
FME Applications in Development


 Caribou GPS tracking collar conversion

 LiDAR QC

 XML metadata
Thank You!


 Questions?

Weitere ähnliche Inhalte

Andere mochten auch

Lightning Talk: FME 2012 Tips and Tricks
Lightning Talk: FME 2012 Tips and TricksLightning Talk: FME 2012 Tips and Tricks
Lightning Talk: FME 2012 Tips and TricksSafe Software
 
Making Maintenance Manageable
Making Maintenance ManageableMaking Maintenance Manageable
Making Maintenance ManageableSafe Software
 
Producing Standardized Data Using a Master FME Workspace
Producing Standardized Data Using a Master FME WorkspaceProducing Standardized Data Using a Master FME Workspace
Producing Standardized Data Using a Master FME WorkspaceSafe Software
 
Optimizing Rail Data for Google Earth Mashup
Optimizing Rail Data for Google Earth MashupOptimizing Rail Data for Google Earth Mashup
Optimizing Rail Data for Google Earth MashupSafe Software
 
FME Lightning Talk: LiDAR
FME Lightning Talk: LiDARFME Lightning Talk: LiDAR
FME Lightning Talk: LiDARSafe Software
 
FME Lightning Talk: Raster
FME Lightning Talk: RasterFME Lightning Talk: Raster
FME Lightning Talk: RasterSafe Software
 
Managing Spatial Data for Telecommunications Using FME
Managing Spatial Data for Telecommunications Using FMEManaging Spatial Data for Telecommunications Using FME
Managing Spatial Data for Telecommunications Using FMESafe Software
 
FME Lightning Talk: Esri Geodatabase Templates
FME Lightning Talk: Esri Geodatabase TemplatesFME Lightning Talk: Esri Geodatabase Templates
FME Lightning Talk: Esri Geodatabase TemplatesSafe Software
 
FME Lightning Talk: FMEpedia
FME Lightning Talk: FMEpediaFME Lightning Talk: FMEpedia
FME Lightning Talk: FMEpediaSafe Software
 
Hydraulic Modelling with GIS Data
Hydraulic Modelling with GIS DataHydraulic Modelling with GIS Data
Hydraulic Modelling with GIS DataSafe Software
 
FME Lightning Talk: Multiprocessing
FME Lightning Talk: MultiprocessingFME Lightning Talk: Multiprocessing
FME Lightning Talk: MultiprocessingSafe Software
 
Improving Productivity Using FME Workbench
Improving Productivity Using FME WorkbenchImproving Productivity Using FME Workbench
Improving Productivity Using FME WorkbenchSafe Software
 

Andere mochten auch (13)

Lightning Talk: FME 2012 Tips and Tricks
Lightning Talk: FME 2012 Tips and TricksLightning Talk: FME 2012 Tips and Tricks
Lightning Talk: FME 2012 Tips and Tricks
 
FME Store
FME StoreFME Store
FME Store
 
Making Maintenance Manageable
Making Maintenance ManageableMaking Maintenance Manageable
Making Maintenance Manageable
 
Producing Standardized Data Using a Master FME Workspace
Producing Standardized Data Using a Master FME WorkspaceProducing Standardized Data Using a Master FME Workspace
Producing Standardized Data Using a Master FME Workspace
 
Optimizing Rail Data for Google Earth Mashup
Optimizing Rail Data for Google Earth MashupOptimizing Rail Data for Google Earth Mashup
Optimizing Rail Data for Google Earth Mashup
 
FME Lightning Talk: LiDAR
FME Lightning Talk: LiDARFME Lightning Talk: LiDAR
FME Lightning Talk: LiDAR
 
FME Lightning Talk: Raster
FME Lightning Talk: RasterFME Lightning Talk: Raster
FME Lightning Talk: Raster
 
Managing Spatial Data for Telecommunications Using FME
Managing Spatial Data for Telecommunications Using FMEManaging Spatial Data for Telecommunications Using FME
Managing Spatial Data for Telecommunications Using FME
 
FME Lightning Talk: Esri Geodatabase Templates
FME Lightning Talk: Esri Geodatabase TemplatesFME Lightning Talk: Esri Geodatabase Templates
FME Lightning Talk: Esri Geodatabase Templates
 
FME Lightning Talk: FMEpedia
FME Lightning Talk: FMEpediaFME Lightning Talk: FMEpedia
FME Lightning Talk: FMEpedia
 
Hydraulic Modelling with GIS Data
Hydraulic Modelling with GIS DataHydraulic Modelling with GIS Data
Hydraulic Modelling with GIS Data
 
FME Lightning Talk: Multiprocessing
FME Lightning Talk: MultiprocessingFME Lightning Talk: Multiprocessing
FME Lightning Talk: Multiprocessing
 
Improving Productivity Using FME Workbench
Improving Productivity Using FME WorkbenchImproving Productivity Using FME Workbench
Improving Productivity Using FME Workbench
 

Mehr von Safe Software

Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Powering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsPowering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsSafe Software
 
The Critical Role of Spatial Data in Today's Data Ecosystem
The Critical Role of Spatial Data in Today's Data EcosystemThe Critical Role of Spatial Data in Today's Data Ecosystem
The Critical Role of Spatial Data in Today's Data EcosystemSafe Software
 
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataCloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataSafe Software
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsIgniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsSafe Software
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
 
Mastering MicroStation DGN: How to Integrate CAD and GIS
Mastering MicroStation DGN: How to Integrate CAD and GISMastering MicroStation DGN: How to Integrate CAD and GIS
Mastering MicroStation DGN: How to Integrate CAD and GISSafe Software
 
Geospatial Synergy: Amplifying Efficiency with FME & Esri
Geospatial Synergy: Amplifying Efficiency with FME & EsriGeospatial Synergy: Amplifying Efficiency with FME & Esri
Geospatial Synergy: Amplifying Efficiency with FME & EsriSafe Software
 
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdf
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdfIntroducing the New FME Community Webinar - Feb 21, 2024 (2).pdf
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdfSafe Software
 
Breaking Barriers & Leveraging the Latest Developments in AI Technology
Breaking Barriers & Leveraging the Latest Developments in AI TechnologyBreaking Barriers & Leveraging the Latest Developments in AI Technology
Breaking Barriers & Leveraging the Latest Developments in AI TechnologySafe Software
 
Best Practices to Navigating Data and Application Integration for the Enterpr...
Best Practices to Navigating Data and Application Integration for the Enterpr...Best Practices to Navigating Data and Application Integration for the Enterpr...
Best Practices to Navigating Data and Application Integration for the Enterpr...Safe Software
 
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataCloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataSafe Software
 
New Year's Fireside Chat with Safe Software’s Founders
New Year's Fireside Chat with Safe Software’s FoundersNew Year's Fireside Chat with Safe Software’s Founders
New Year's Fireside Chat with Safe Software’s FoundersSafe Software
 
Taking Off with FME: Elevating Airport Operations to New Heights
Taking Off with FME: Elevating Airport Operations to New HeightsTaking Off with FME: Elevating Airport Operations to New Heights
Taking Off with FME: Elevating Airport Operations to New HeightsSafe Software
 
Initiating and Advancing Your Strategic GIS Governance Strategy
Initiating and Advancing Your Strategic GIS Governance StrategyInitiating and Advancing Your Strategic GIS Governance Strategy
Initiating and Advancing Your Strategic GIS Governance StrategySafe Software
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows Safe Software
 
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...Safe Software
 
Mastering DevOps-Driven Data Integration with FME
Mastering DevOps-Driven Data Integration with FMEMastering DevOps-Driven Data Integration with FME
Mastering DevOps-Driven Data Integration with FMESafe Software
 
Identification of landscape features eligible for EU subsidy - Analysis of la...
Identification of landscape features eligible for EU subsidy - Analysis of la...Identification of landscape features eligible for EU subsidy - Analysis of la...
Identification of landscape features eligible for EU subsidy - Analysis of la...Safe Software
 
Utilizing FME as an API Test Framework
Utilizing FME as an API Test Framework Utilizing FME as an API Test Framework
Utilizing FME as an API Test Framework Safe Software
 

Mehr von Safe Software (20)

Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Powering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsPowering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data Streams
 
The Critical Role of Spatial Data in Today's Data Ecosystem
The Critical Role of Spatial Data in Today's Data EcosystemThe Critical Role of Spatial Data in Today's Data Ecosystem
The Critical Role of Spatial Data in Today's Data Ecosystem
 
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataCloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsIgniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and Insight
 
Mastering MicroStation DGN: How to Integrate CAD and GIS
Mastering MicroStation DGN: How to Integrate CAD and GISMastering MicroStation DGN: How to Integrate CAD and GIS
Mastering MicroStation DGN: How to Integrate CAD and GIS
 
Geospatial Synergy: Amplifying Efficiency with FME & Esri
Geospatial Synergy: Amplifying Efficiency with FME & EsriGeospatial Synergy: Amplifying Efficiency with FME & Esri
Geospatial Synergy: Amplifying Efficiency with FME & Esri
 
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdf
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdfIntroducing the New FME Community Webinar - Feb 21, 2024 (2).pdf
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdf
 
Breaking Barriers & Leveraging the Latest Developments in AI Technology
Breaking Barriers & Leveraging the Latest Developments in AI TechnologyBreaking Barriers & Leveraging the Latest Developments in AI Technology
Breaking Barriers & Leveraging the Latest Developments in AI Technology
 
Best Practices to Navigating Data and Application Integration for the Enterpr...
Best Practices to Navigating Data and Application Integration for the Enterpr...Best Practices to Navigating Data and Application Integration for the Enterpr...
Best Practices to Navigating Data and Application Integration for the Enterpr...
 
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataCloud Revolution: Exploring the New Wave of Serverless Spatial Data
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
 
New Year's Fireside Chat with Safe Software’s Founders
New Year's Fireside Chat with Safe Software’s FoundersNew Year's Fireside Chat with Safe Software’s Founders
New Year's Fireside Chat with Safe Software’s Founders
 
Taking Off with FME: Elevating Airport Operations to New Heights
Taking Off with FME: Elevating Airport Operations to New HeightsTaking Off with FME: Elevating Airport Operations to New Heights
Taking Off with FME: Elevating Airport Operations to New Heights
 
Initiating and Advancing Your Strategic GIS Governance Strategy
Initiating and Advancing Your Strategic GIS Governance StrategyInitiating and Advancing Your Strategic GIS Governance Strategy
Initiating and Advancing Your Strategic GIS Governance Strategy
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
 
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...
Geospatial Synergy: Amplifying Efficiency with FME & Esri ft. Peak Guest Spea...
 
Mastering DevOps-Driven Data Integration with FME
Mastering DevOps-Driven Data Integration with FMEMastering DevOps-Driven Data Integration with FME
Mastering DevOps-Driven Data Integration with FME
 
Identification of landscape features eligible for EU subsidy - Analysis of la...
Identification of landscape features eligible for EU subsidy - Analysis of la...Identification of landscape features eligible for EU subsidy - Analysis of la...
Identification of landscape features eligible for EU subsidy - Analysis of la...
 
Utilizing FME as an API Test Framework
Utilizing FME as an API Test Framework Utilizing FME as an API Test Framework
Utilizing FME as an API Test Framework
 

Kürzlich hochgeladen

The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 

Kürzlich hochgeladen (20)

The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 

QC of Imagery with FME at Manitoba Hydro

  • 1. QC of Imagery with FME at Manitoba Hydro Sarah Wach and Rob Gerry Geospatial Data Services, Manitoba Hydro April 23, 2012
  • 2. FME at Manitoba Hydro  Started using early 2000’s  Data format conversions  Coordinate system transformations  NTDB formatting for ESRI SDE  Image mosaics/compression  Day to day data processing  Production mode for parcel fabric updating
  • 3. Best Available Digital Ortho Imagery • 56 data sources • Air Photo & Satellite • 10cm to 15m resolution • color &greyscale • ~ 4 TB’s and growing
  • 4. 2011 DOI Acquisition • 7 areas • 6600 Sq. Km’s • 1090 tiles • 2 aircraft
  • 5.
  • 6. Testing Parameters  Proper naming (eg. 51061010)  Horizontal Datum (NAD83 – zone 14)  Tile Size (2.5 km sq.)  Image Resolution (20cm)  Colour Balance  Georeference
  • 7. Inputs  Uses published parameters to make the workbench reusable and user friendly Testing Values Information for naming the output files Locations for the Sources and Destinations
  • 8. Test for Tiff Naming
  • 9. Test for Datum and Tile Size
  • 10. Test for Image Resolution
  • 12. Outputs  CSV file with results of the tests  Shapefile with the tiff bounding boxes  Low resolution ecw file
  • 13. Results  Prior to the FME workspace only a few tiles out of a dataset would have been checked  Enables a complete QC process  Creates a record of the QC process  Allows more time for visual checks
  • 14. FME Applications in Development  Caribou GPS tracking collar conversion  LiDAR QC  XML metadata