SlideShare a Scribd company logo
1 of 15
Download to read offline
OPEN BACKSCATTER TOOLCHAIN (OPENBST) PROJECT
TOWARDS AN OPEN-SOURCE AND METADATA-RICH MODULAR IMPLEMENTATION
G. MASETTI, J.-M. AUGUSTIN, M. MALIK, C. PONCELET, X. LURTON, L. MAYER, G. RICE, M. SMITH
V1
Raw Data File
Caris SIPS
QPS FMGT
Ifremer SonarScope
Beams
Pings
Pings
Pings
Beams
Beams
Reflectivity[dB]
Nr.ofNoData
Reflectivity[dB]
Average Initial Reflectivity per Beam NoData Values for Initial Reflectivity per Beam
Beams Beams
Reflectivity[dB]
Average Initial Reflectivity per Beam NoData Values for Initial Reflectivity per Beam
Beams
Nr.ofValidData
Histogram of Initial Reflectivity per Beam
Reflectivity [dB]
RAW
MOS
Raw Data
Decoding
Geo
Referencing
Radiometric
Corrections
GEO
BS
ARA
Angle Dep.
Removal
Mosaicking
RAW
MOS
Raw Data
Decoding
Geo
Referencing
Radiometric
Corrections
GEO
BS
ARA
Angle Dep.
Removal
Mosaicking
A SHIFT IS REQUIRED FROM THE EXISTING CLOSED-SOURCE APPROACH
A SHIFT IS REQUIRED FROM THE EXISTING CLOSED-SOURCE APPROACH
AN OPEN-SOURCE AND METADATA-RICH
MODULAR IMPLEMENTATION
A SHIFT IS REQUIRED FROM THE EXISTING CLOSED-SOURCE APPROACH
AN OPEN-SOURCE AND METADATA-RICH
MODULAR IMPLEMENTATION
NOT COMPETING WITH COMMERCIAL SOLUTIONS, BUT
A SET OF COMMUNITY-VETTED, REFERENCE ALGORITHMS
KEY COMPONENTS
1. EXTENSIBLE SOUNDER FORMAT (XSF)
2. PROCESSING TOOLCHAIN
3. PRODUCTS WITH PROCESSING METADATA
EXTENDS
SONAR-NETCDF4
FOLLOWS CF METADATA CONVENTIONS
RAW
MOS
Raw Data
Decoding
Geo
Referencing
Radiometric
Corrections
GEO
BS
ARA
Angle Dep.
Removal
Mosaicking
• OpenBST v. 0.1.0
• RawDecoding
• perbeam_bs_from_snippets_using_median
PROCESSING METADATA
GITHUB
+
PYDRO 2019
THANKS!
You can contact us at: openbst@hydroffice.org

More Related Content

What's hot

Earth Observation and applications on environmental studies
Earth Observation and applications on environmental studiesEarth Observation and applications on environmental studies
Earth Observation and applications on environmental studiesICGCat
 
LinkedIn Slide presentation_DSTL_179
LinkedIn Slide presentation_DSTL_179LinkedIn Slide presentation_DSTL_179
LinkedIn Slide presentation_DSTL_179Winson Lam, Ph.D.
 
Use Of Ads40 Pushbroom Imagery For Tree Species
Use Of Ads40 Pushbroom Imagery For Tree SpeciesUse Of Ads40 Pushbroom Imagery For Tree Species
Use Of Ads40 Pushbroom Imagery For Tree SpeciesFelix Rohrbach
 
Terrestrial laser scanning
Terrestrial laser scanningTerrestrial laser scanning
Terrestrial laser scanningIris Kramer
 
Satellite Cloud Mask
Satellite Cloud MaskSatellite Cloud Mask
Satellite Cloud Maskmirasole
 
Index based built up index using satellite data
Index based built up index using satellite dataIndex based built up index using satellite data
Index based built up index using satellite dataGowtham Gollapalli
 
How to calculate NDVI using QGIS
How to calculate NDVI using QGISHow to calculate NDVI using QGIS
How to calculate NDVI using QGISGowtham Gollapalli
 
An introduction of 21cm cosmology
An introduction of 21cm cosmologyAn introduction of 21cm cosmology
An introduction of 21cm cosmologyHayato Shimabukuro
 
Ibica2014(p15)image fusion based on broveywavelet
Ibica2014(p15)image fusion based on broveywaveletIbica2014(p15)image fusion based on broveywavelet
Ibica2014(p15)image fusion based on broveywaveletAboul Ella Hassanien
 
21cm forest probes on axion dark matter
21cm forest probes on axion dark matter21cm forest probes on axion dark matter
21cm forest probes on axion dark matterHayato Shimabukuro
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs WorkRudolf Husar
 
Milton analyticalconstellation
Milton analyticalconstellationMilton analyticalconstellation
Milton analyticalconstellationgreenstarfish
 
Fourier Domain Optical Coherence Tomography (FD-OCT)
Fourier Domain Optical Coherence Tomography (FD-OCT)Fourier Domain Optical Coherence Tomography (FD-OCT)
Fourier Domain Optical Coherence Tomography (FD-OCT)Payman Rajai
 
TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS
 
Atmospheric correction albufera_web
Atmospheric correction albufera_webAtmospheric correction albufera_web
Atmospheric correction albufera_webGabriel Parodi
 
10008-16.antoine_lefebvre2
10008-16.antoine_lefebvre210008-16.antoine_lefebvre2
10008-16.antoine_lefebvre2Antoine Lefebvre
 
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...T. E. BOGALE
 

What's hot (19)

Earth Observation and applications on environmental studies
Earth Observation and applications on environmental studiesEarth Observation and applications on environmental studies
Earth Observation and applications on environmental studies
 
LinkedIn Slide presentation_DSTL_179
LinkedIn Slide presentation_DSTL_179LinkedIn Slide presentation_DSTL_179
LinkedIn Slide presentation_DSTL_179
 
Use Of Ads40 Pushbroom Imagery For Tree Species
Use Of Ads40 Pushbroom Imagery For Tree SpeciesUse Of Ads40 Pushbroom Imagery For Tree Species
Use Of Ads40 Pushbroom Imagery For Tree Species
 
Terrestrial laser scanning
Terrestrial laser scanningTerrestrial laser scanning
Terrestrial laser scanning
 
Satellite Cloud Mask
Satellite Cloud MaskSatellite Cloud Mask
Satellite Cloud Mask
 
Index based built up index using satellite data
Index based built up index using satellite dataIndex based built up index using satellite data
Index based built up index using satellite data
 
How to calculate NDVI using QGIS
How to calculate NDVI using QGISHow to calculate NDVI using QGIS
How to calculate NDVI using QGIS
 
An introduction of 21cm cosmology
An introduction of 21cm cosmologyAn introduction of 21cm cosmology
An introduction of 21cm cosmology
 
Ibica2014(p15)image fusion based on broveywavelet
Ibica2014(p15)image fusion based on broveywaveletIbica2014(p15)image fusion based on broveywavelet
Ibica2014(p15)image fusion based on broveywavelet
 
21cm forest probes on axion dark matter
21cm forest probes on axion dark matter21cm forest probes on axion dark matter
21cm forest probes on axion dark matter
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs Work
 
Colloquium at CCNU
Colloquium at CCNUColloquium at CCNU
Colloquium at CCNU
 
Milton analyticalconstellation
Milton analyticalconstellationMilton analyticalconstellation
Milton analyticalconstellation
 
PanicO
PanicOPanicO
PanicO
 
Fourier Domain Optical Coherence Tomography (FD-OCT)
Fourier Domain Optical Coherence Tomography (FD-OCT)Fourier Domain Optical Coherence Tomography (FD-OCT)
Fourier Domain Optical Coherence Tomography (FD-OCT)
 
TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS NSA- Loyal 3D
TGS NSA- Loyal 3D
 
Atmospheric correction albufera_web
Atmospheric correction albufera_webAtmospheric correction albufera_web
Atmospheric correction albufera_web
 
10008-16.antoine_lefebvre2
10008-16.antoine_lefebvre210008-16.antoine_lefebvre2
10008-16.antoine_lefebvre2
 
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
 

Similar to The Open Backscatter Toolchain (OpenBST) project: towards an open-source and metadata-rich modular implementation

SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORSIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORgrssieee
 
Ground Penetrating Radar
Ground Penetrating RadarGround Penetrating Radar
Ground Penetrating RadarVARUN KUMAR
 
Review of cmos image sensors
Review of cmos image sensorsReview of cmos image sensors
Review of cmos image sensorsKen Sanjis
 
Image Denoising Based On Wavelet for Satellite Imagery: A Review
Image Denoising Based On Wavelet for Satellite Imagery: A  ReviewImage Denoising Based On Wavelet for Satellite Imagery: A  Review
Image Denoising Based On Wavelet for Satellite Imagery: A ReviewIJMER
 
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating RadarHumanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radaralvaromunozmayordomo
 
NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008pbissett
 
Adaptive and compressive beamforming using deep learning for medical ultrasound
Adaptive and compressive beamforming using deep learning for medical ultrasoundAdaptive and compressive beamforming using deep learning for medical ultrasound
Adaptive and compressive beamforming using deep learning for medical ultrasoundShujaat Khan
 
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptURBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptgrssieee
 
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptURBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptgrssieee
 
Learning From a Few Large-Scale Partial Examples: Computational Tools, Regul...
Learning From a Few Large-Scale Partial Examples:  Computational Tools, Regul...Learning From a Few Large-Scale Partial Examples:  Computational Tools, Regul...
Learning From a Few Large-Scale Partial Examples: Computational Tools, Regul...Bas Peters
 
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...Jian Chen
 
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...iosrjce
 
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...CPqD
 

Similar to The Open Backscatter Toolchain (OpenBST) project: towards an open-source and metadata-rich modular implementation (14)

SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORSIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
 
Ground Penetrating Radar
Ground Penetrating RadarGround Penetrating Radar
Ground Penetrating Radar
 
Review of cmos image sensors
Review of cmos image sensorsReview of cmos image sensors
Review of cmos image sensors
 
Image Denoising Based On Wavelet for Satellite Imagery: A Review
Image Denoising Based On Wavelet for Satellite Imagery: A  ReviewImage Denoising Based On Wavelet for Satellite Imagery: A  Review
Image Denoising Based On Wavelet for Satellite Imagery: A Review
 
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating RadarHumanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
 
NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008
 
Adaptive and compressive beamforming using deep learning for medical ultrasound
Adaptive and compressive beamforming using deep learning for medical ultrasoundAdaptive and compressive beamforming using deep learning for medical ultrasound
Adaptive and compressive beamforming using deep learning for medical ultrasound
 
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptURBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
 
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.pptURBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
URBAN AREA PRODUCT SIMULATION FOR THE ENMAP HYPERSPECTRAL SENSOR.ppt
 
Learning From a Few Large-Scale Partial Examples: Computational Tools, Regul...
Learning From a Few Large-Scale Partial Examples:  Computational Tools, Regul...Learning From a Few Large-Scale Partial Examples:  Computational Tools, Regul...
Learning From a Few Large-Scale Partial Examples: Computational Tools, Regul...
 
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...
Bandwidth Enhancement in Multimode Polymer Waveguides Using Waveguide Layout ...
 
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...
Application of Seismic Reflection Surveys to Detect Massive Sulphide Deposits...
 
thesis_presentation
thesis_presentationthesis_presentation
thesis_presentation
 
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...
The Capacity Limit of Single-Mode Fibers and Technologies Enabling High Capac...
 

More from Giuseppe Masetti

Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...
Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...
Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...Giuseppe Masetti
 
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...e-learning Python for Ocean Mapping - Empowering the next generation of ocean...
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...Giuseppe Masetti
 
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...Giuseppe Masetti
 
ePOM - Fundamentals of Research Software Development - Code Version Control
ePOM - Fundamentals of Research Software Development - Code Version ControlePOM - Fundamentals of Research Software Development - Code Version Control
ePOM - Fundamentals of Research Software Development - Code Version ControlGiuseppe Masetti
 
ePOM - Fundamentals of Research Software Development - Integrated Development...
ePOM - Fundamentals of Research Software Development - Integrated Development...ePOM - Fundamentals of Research Software Development - Integrated Development...
ePOM - Fundamentals of Research Software Development - Integrated Development...Giuseppe Masetti
 
ePOM - Fundamentals of Research Software Development - Introduction
ePOM - Fundamentals of Research Software Development - IntroductionePOM - Fundamentals of Research Software Development - Introduction
ePOM - Fundamentals of Research Software Development - IntroductionGiuseppe Masetti
 
ePOM - Intro to Ocean Data Science - Raster and Vector Data Formats
ePOM - Intro to Ocean Data Science - Raster and Vector Data FormatsePOM - Intro to Ocean Data Science - Raster and Vector Data Formats
ePOM - Intro to Ocean Data Science - Raster and Vector Data FormatsGiuseppe Masetti
 
ePOM - Intro to Ocean Data Science - Scientific Computing
ePOM - Intro to Ocean Data Science - Scientific ComputingePOM - Intro to Ocean Data Science - Scientific Computing
ePOM - Intro to Ocean Data Science - Scientific ComputingGiuseppe Masetti
 
ePOM - Intro to Ocean Data Science - Data Visualization
ePOM - Intro to Ocean Data Science - Data VisualizationePOM - Intro to Ocean Data Science - Data Visualization
ePOM - Intro to Ocean Data Science - Data VisualizationGiuseppe Masetti
 
ePOM - Intro to Ocean Data Science - Object-Oriented Programming
ePOM - Intro to Ocean Data Science - Object-Oriented ProgrammingePOM - Intro to Ocean Data Science - Object-Oriented Programming
ePOM - Intro to Ocean Data Science - Object-Oriented ProgrammingGiuseppe Masetti
 
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3Giuseppe Masetti
 
AusSeabed workshop - Pydro and Hydroffice - Day 1
AusSeabed workshop - Pydro and Hydroffice - Day 1AusSeabed workshop - Pydro and Hydroffice - Day 1
AusSeabed workshop - Pydro and Hydroffice - Day 1Giuseppe Masetti
 
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...Giuseppe Masetti
 
Pydro & HydrOffice: Open Tools for Ocean Mappers
Pydro & HydrOffice: Open Tools for Ocean MappersPydro & HydrOffice: Open Tools for Ocean Mappers
Pydro & HydrOffice: Open Tools for Ocean MappersGiuseppe Masetti
 
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...Giuseppe Masetti
 
Backscatter Working Group Software Inter-comparison Project Requesting and Co...
Backscatter Working Group Software Inter-comparison ProjectRequesting and Co...Backscatter Working Group Software Inter-comparison ProjectRequesting and Co...
Backscatter Working Group Software Inter-comparison Project Requesting and Co...Giuseppe Masetti
 
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...Giuseppe Masetti
 
Bathymetric Attributed Grid (BAG) format
Bathymetric Attributed Grid (BAG) formatBathymetric Attributed Grid (BAG) format
Bathymetric Attributed Grid (BAG) formatGiuseppe Masetti
 
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...Giuseppe Masetti
 
HydrOffice: past, present, and future.
HydrOffice: past, present, and future.HydrOffice: past, present, and future.
HydrOffice: past, present, and future.Giuseppe Masetti
 

More from Giuseppe Masetti (20)

Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...
Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...
Open Backscatter Toolchain (OpenBST) Project - A Community-vetted Workflow fo...
 
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...e-learning Python for Ocean Mapping - Empowering the next generation of ocean...
e-learning Python for Ocean Mapping - Empowering the next generation of ocean...
 
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...
Leveraging Predictions from NOAA’s Oceanographic Forecast Models to Increase ...
 
ePOM - Fundamentals of Research Software Development - Code Version Control
ePOM - Fundamentals of Research Software Development - Code Version ControlePOM - Fundamentals of Research Software Development - Code Version Control
ePOM - Fundamentals of Research Software Development - Code Version Control
 
ePOM - Fundamentals of Research Software Development - Integrated Development...
ePOM - Fundamentals of Research Software Development - Integrated Development...ePOM - Fundamentals of Research Software Development - Integrated Development...
ePOM - Fundamentals of Research Software Development - Integrated Development...
 
ePOM - Fundamentals of Research Software Development - Introduction
ePOM - Fundamentals of Research Software Development - IntroductionePOM - Fundamentals of Research Software Development - Introduction
ePOM - Fundamentals of Research Software Development - Introduction
 
ePOM - Intro to Ocean Data Science - Raster and Vector Data Formats
ePOM - Intro to Ocean Data Science - Raster and Vector Data FormatsePOM - Intro to Ocean Data Science - Raster and Vector Data Formats
ePOM - Intro to Ocean Data Science - Raster and Vector Data Formats
 
ePOM - Intro to Ocean Data Science - Scientific Computing
ePOM - Intro to Ocean Data Science - Scientific ComputingePOM - Intro to Ocean Data Science - Scientific Computing
ePOM - Intro to Ocean Data Science - Scientific Computing
 
ePOM - Intro to Ocean Data Science - Data Visualization
ePOM - Intro to Ocean Data Science - Data VisualizationePOM - Intro to Ocean Data Science - Data Visualization
ePOM - Intro to Ocean Data Science - Data Visualization
 
ePOM - Intro to Ocean Data Science - Object-Oriented Programming
ePOM - Intro to Ocean Data Science - Object-Oriented ProgrammingePOM - Intro to Ocean Data Science - Object-Oriented Programming
ePOM - Intro to Ocean Data Science - Object-Oriented Programming
 
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3
AusSeabed workshop - Pydro and Hydroffice - Days 2 and 3
 
AusSeabed workshop - Pydro and Hydroffice - Day 1
AusSeabed workshop - Pydro and Hydroffice - Day 1AusSeabed workshop - Pydro and Hydroffice - Day 1
AusSeabed workshop - Pydro and Hydroffice - Day 1
 
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...
Hydrographic Survey Validation and Chart Adequacy Assessment Using Automated ...
 
Pydro & HydrOffice: Open Tools for Ocean Mappers
Pydro & HydrOffice: Open Tools for Ocean MappersPydro & HydrOffice: Open Tools for Ocean Mappers
Pydro & HydrOffice: Open Tools for Ocean Mappers
 
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...
INMARTECH 2018 - G.Masetti & P.Johnson - Sound Speed Management and Environme...
 
Backscatter Working Group Software Inter-comparison Project Requesting and Co...
Backscatter Working Group Software Inter-comparison ProjectRequesting and Co...Backscatter Working Group Software Inter-comparison ProjectRequesting and Co...
Backscatter Working Group Software Inter-comparison Project Requesting and Co...
 
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...
Shallow Survey 2018 - Applications of Sonar Detection Uncertainty for Survey ...
 
Bathymetric Attributed Grid (BAG) format
Bathymetric Attributed Grid (BAG) formatBathymetric Attributed Grid (BAG) format
Bathymetric Attributed Grid (BAG) format
 
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...
Masetti et al. - Bathymetric and reflectivity-derived data fusion for Prelimi...
 
HydrOffice: past, present, and future.
HydrOffice: past, present, and future.HydrOffice: past, present, and future.
HydrOffice: past, present, and future.
 

Recently uploaded

GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptx
GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptxGENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptx
GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptxRitchAndruAgustin
 
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdf
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdfKDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdf
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdfGABYFIORELAMALPARTID1
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptxpallavirawat456
 
6.2 Pests of Sesame_Identification_Binomics_Dr.UPR
6.2 Pests of Sesame_Identification_Binomics_Dr.UPR6.2 Pests of Sesame_Identification_Binomics_Dr.UPR
6.2 Pests of Sesame_Identification_Binomics_Dr.UPRPirithiRaju
 
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...Chayanika Das
 
linear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annovalinear Regression, multiple Regression and Annova
linear Regression, multiple Regression and AnnovaMansi Rastogi
 
GLYCOSIDES Classification Of GLYCOSIDES Chemical Tests Glycosides
GLYCOSIDES Classification Of GLYCOSIDES  Chemical Tests GlycosidesGLYCOSIDES Classification Of GLYCOSIDES  Chemical Tests Glycosides
GLYCOSIDES Classification Of GLYCOSIDES Chemical Tests GlycosidesNandakishor Bhaurao Deshmukh
 
Abnormal LFTs rate of deco and NAFLD.pptx
Abnormal LFTs rate of deco and NAFLD.pptxAbnormal LFTs rate of deco and NAFLD.pptx
Abnormal LFTs rate of deco and NAFLD.pptxzeus70441
 
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxQ4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxtuking87
 
Gas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGiovaniTrinidad
 
final waves properties grade 7 - third quarter
final waves properties grade 7 - third quarterfinal waves properties grade 7 - third quarter
final waves properties grade 7 - third quarterHanHyoKim
 
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasBACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasChayanika Das
 
Loudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxLoudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxpriyankatabhane
 
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep LearningCombining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learningvschiavoni
 
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsTotal Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsMarkus Roggen
 
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer Zahana
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer ZahanaEGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer Zahana
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer ZahanaDr.Mahmoud Abbas
 
Measures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGMeasures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGSoniaBajaj10
 

Recently uploaded (20)

AZOTOBACTER AS BIOFERILIZER.PPTX
AZOTOBACTER AS BIOFERILIZER.PPTXAZOTOBACTER AS BIOFERILIZER.PPTX
AZOTOBACTER AS BIOFERILIZER.PPTX
 
GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptx
GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptxGENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptx
GENERAL PHYSICS 2 REFRACTION OF LIGHT SENIOR HIGH SCHOOL GENPHYS2.pptx
 
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdf
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdfKDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdf
KDIGO-2023-CKD-Guideline-Public-Review-Draft_5-July-2023.pdf
 
Interferons.pptx.
Interferons.pptx.Interferons.pptx.
Interferons.pptx.
 
CHROMATOGRAPHY PALLAVI RAWAT.pptx
CHROMATOGRAPHY  PALLAVI RAWAT.pptxCHROMATOGRAPHY  PALLAVI RAWAT.pptx
CHROMATOGRAPHY PALLAVI RAWAT.pptx
 
6.2 Pests of Sesame_Identification_Binomics_Dr.UPR
6.2 Pests of Sesame_Identification_Binomics_Dr.UPR6.2 Pests of Sesame_Identification_Binomics_Dr.UPR
6.2 Pests of Sesame_Identification_Binomics_Dr.UPR
 
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...
ESSENTIAL FEATURES REQUIRED FOR ESTABLISHING FOUR TYPES OF BIOSAFETY LABORATO...
 
linear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annovalinear Regression, multiple Regression and Annova
linear Regression, multiple Regression and Annova
 
GLYCOSIDES Classification Of GLYCOSIDES Chemical Tests Glycosides
GLYCOSIDES Classification Of GLYCOSIDES  Chemical Tests GlycosidesGLYCOSIDES Classification Of GLYCOSIDES  Chemical Tests Glycosides
GLYCOSIDES Classification Of GLYCOSIDES Chemical Tests Glycosides
 
Abnormal LFTs rate of deco and NAFLD.pptx
Abnormal LFTs rate of deco and NAFLD.pptxAbnormal LFTs rate of deco and NAFLD.pptx
Abnormal LFTs rate of deco and NAFLD.pptx
 
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptxQ4-Mod-1c-Quiz-Projectile-333344444.pptx
Q4-Mod-1c-Quiz-Projectile-333344444.pptx
 
Gas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptxGas-ExchangeS-in-Plants-and-Animals.pptx
Gas-ExchangeS-in-Plants-and-Animals.pptx
 
final waves properties grade 7 - third quarter
final waves properties grade 7 - third quarterfinal waves properties grade 7 - third quarter
final waves properties grade 7 - third quarter
 
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika DasBACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
BACTERIAL SECRETION SYSTEM by Dr. Chayanika Das
 
Loudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptxLoudspeaker- direct radiating type and horn type.pptx
Loudspeaker- direct radiating type and horn type.pptx
 
Introduction Classification Of Alkaloids
Introduction Classification Of AlkaloidsIntroduction Classification Of Alkaloids
Introduction Classification Of Alkaloids
 
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep LearningCombining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning
 
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of CannabinoidsTotal Legal: A “Joint” Journey into the Chemistry of Cannabinoids
Total Legal: A “Joint” Journey into the Chemistry of Cannabinoids
 
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer Zahana
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer ZahanaEGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer Zahana
EGYPTIAN IMPRINT IN SPAIN Lecture by Dr Abeer Zahana
 
Measures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UGMeasures of Central Tendency.pptx for UG
Measures of Central Tendency.pptx for UG
 

The Open Backscatter Toolchain (OpenBST) project: towards an open-source and metadata-rich modular implementation