SlideShare a Scribd company logo
Drones on the CoastApplications of unmanned aerial vehicles for mapping
coastal processes and intertidal marine habitats
Sarah Murfitt, Daniel Ierodiaconou, Blake Allan
Remote Sensing
• Traditionally performed by satellites
and manned aircraft
• Broad scale mapping and
monitoring
• Unable to produce resolution
needed for fine-scale heterogeneity
• Unmanned aerial vehicles (UAVs)
becoming widely used for
environmental data collection and
ecological research http://earthobservatory.nasa.gov/IOTD/view.php?id=81301
Benefits of UAVs
• Replacing more traditional remote
sensing methods
• Benefits of UAVs include:
• Remote sensing
• greater spatial resolution
• reductions in cost and time
• On-ground surveys
• greater spatial coverage
• less invasive
30m altitude UAV imagery of gannets at Point Danger, Portland
Importance of Scale
https://asterweb.jpl.nasa.gov/gallery-detail.asp?name=atlas
• Satellite
• Very broad resolution
• Manned aircraft
• metre resolution
• LiDAR
• cm resolution (cost-prohibitive)
• UAVs
• < cm resolution
• Visual observation
• Very fine resolution
• Satellite
• Very broad resolution
• Manned aircraft
• metre resolution
• LiDAR
• cm resolution (cost-prohibitive)
• UAVs
• < cm resolution
• Visual observation
• Very fine resolution
Remote Sensing
Applications of UAVs
Intertidal Reef Monitoring
• Waterproof multi-rotor
Splashdrone
• 12 MP Canon D 30 camera and
• ArduPilot mission planner
• 10 m altitude
RTK GPS for geo-referencing
Intertidal Reef Monitoring
UAV virtual quadratQuadrat
Number of calibrated
images
Ground
resolution (cm)
Area (hectare)
Size of files
(GB)
Pickering Point 256 0.34 0.726 17
Shelly Beach 144 0.33 0.344 25
Point Lonsdale 950 0.26 1.438 109
Cheviot Beach 564 0.28 0.883 33
Ricketts Point 325 0.25 0.446 28
Halfmoon Bay 200 0.27 0.149 22
Mushroom Reef 268 0.29 0.789 21
West Flinders 270 0.27 0.583 22
Storm bite Monitoring of Sand Dunes
• Fixed-wing Skywalker X8
• Sony NEX-5R camera and
• ArduPilot mission planner
• 100 m altitude
Data Storage
• Challenges:
• Expanding project to cover more sites, or broader temporal scale
Too much data?
• Keeping all project data together
-> raw images, flight plans, RTK GPS
• Multispectral sensors
• Relatively small areas -> huge raw data
Low-cost UAVs for Citizen Science
• Further developing our low-cost coastal UAV data collection
techniques for use in citizen science program
• Coastal change
• Training, will fly under sub-2kg CASA regulations
Citizen Science Drones
To test web platform contact iero@deakin.edu.au
Aeropoints
Sharing Data
• Challenges:
• What do we share with external parties?
• Raw data is huge, is end product enough?
Sharing Data
UAV survey
Flight
planning
On-ground
data
collection
Processing
Quality
control
Store data
?
Sharing Data
UAV survey
Flight
planning
On-ground
data
collection
Processing
Quality
control
Store data Database
Metadata
Victorian Marine Data Portal
https://vmdp.deakin.edu.au/
Parks Victoria
Victorian UAS
Quadrat crew
Hannah Maloney
Yolaine Robert
Gerry Quinn
Rebecca Lester
Alex Rattray
Mary Young

More Related Content

What's hot

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
 
Applications of lidar technology
Applications of lidar technologyApplications of lidar technology
Applications of lidar technology
Sourabh Jain
 
How GPS works
How GPS worksHow GPS works
How GPS works
Justin Mckee
 
Optical and Microwave Remote Sensing for Crop Monitoring in Mexico
Optical and Microwave Remote Sensing for Crop Monitoring in MexicoOptical and Microwave Remote Sensing for Crop Monitoring in Mexico
Optical and Microwave Remote Sensing for Crop Monitoring in Mexico
CIMMYT
 
Seeing the Unseen- Improving aerial archaeological prospection
Seeing the Unseen- Improving aerial archaeological prospectionSeeing the Unseen- Improving aerial archaeological prospection
Seeing the Unseen- Improving aerial archaeological prospection
davstott
 
Seeing the unseen: Improving aerial prospection outside the visible spectrum
Seeing the unseen: Improving aerial prospection outside the visible spectrumSeeing the unseen: Improving aerial prospection outside the visible spectrum
Seeing the unseen: Improving aerial prospection outside the visible spectrum
DART Project
 
LiDAR acquisition
LiDAR acquisitionLiDAR acquisition
LiDAR acquisition
Christian Kehl
 
LiDAR Expected Accuracy Presentation
LiDAR Expected Accuracy PresentationLiDAR Expected Accuracy Presentation
LiDAR Expected Accuracy Presentation
Lidar Blog
 
Remote Sensing ppt
Remote Sensing pptRemote Sensing ppt
Remote Sensing ppt
Ravina Dadhich
 
Sat fc j-intro_mw_remotesensing
Sat fc j-intro_mw_remotesensingSat fc j-intro_mw_remotesensing
Sat fc j-intro_mw_remotesensing
khondekarLutfulHassa
 
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
Deltares
 
LIDAR
LIDARLIDAR
Lidar- light detection and ranging
Lidar- light detection and rangingLidar- light detection and ranging
Lidar- light detection and ranging
Karthick Subramaniam
 
Introduction to remote sensing
Introduction to remote sensingIntroduction to remote sensing
Introduction to remote sensing
Nambi Harish
 
TechBrief_LIDARvsUAV_050416_FNL
TechBrief_LIDARvsUAV_050416_FNLTechBrief_LIDARvsUAV_050416_FNL
TechBrief_LIDARvsUAV_050416_FNL
dkinpdx
 
Introduction to lidar and its application
Introduction to lidar and its applicationIntroduction to lidar and its application
Introduction to lidar and its application
Vedant Srivastava
 
LIDAR
LIDARLIDAR
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
senseFly
 
Rankin LiDAR presentation
Rankin LiDAR presentationRankin LiDAR presentation
Rankin LiDAR presentation
Justin Farrow
 
LiDAR Aided Decision Making
LiDAR Aided Decision MakingLiDAR Aided Decision Making
LiDAR Aided Decision Making
Lidar Blog
 

What's hot (20)

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...
 
Applications of lidar technology
Applications of lidar technologyApplications of lidar technology
Applications of lidar technology
 
How GPS works
How GPS worksHow GPS works
How GPS works
 
Optical and Microwave Remote Sensing for Crop Monitoring in Mexico
Optical and Microwave Remote Sensing for Crop Monitoring in MexicoOptical and Microwave Remote Sensing for Crop Monitoring in Mexico
Optical and Microwave Remote Sensing for Crop Monitoring in Mexico
 
Seeing the Unseen- Improving aerial archaeological prospection
Seeing the Unseen- Improving aerial archaeological prospectionSeeing the Unseen- Improving aerial archaeological prospection
Seeing the Unseen- Improving aerial archaeological prospection
 
Seeing the unseen: Improving aerial prospection outside the visible spectrum
Seeing the unseen: Improving aerial prospection outside the visible spectrumSeeing the unseen: Improving aerial prospection outside the visible spectrum
Seeing the unseen: Improving aerial prospection outside the visible spectrum
 
LiDAR acquisition
LiDAR acquisitionLiDAR acquisition
LiDAR acquisition
 
LiDAR Expected Accuracy Presentation
LiDAR Expected Accuracy PresentationLiDAR Expected Accuracy Presentation
LiDAR Expected Accuracy Presentation
 
Remote Sensing ppt
Remote Sensing pptRemote Sensing ppt
Remote Sensing ppt
 
Sat fc j-intro_mw_remotesensing
Sat fc j-intro_mw_remotesensingSat fc j-intro_mw_remotesensing
Sat fc j-intro_mw_remotesensing
 
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
DSD-INT 2015 - Workshop processing with sentinel toolbox - Jos Maccabiani, Sk...
 
LIDAR
LIDARLIDAR
LIDAR
 
Lidar- light detection and ranging
Lidar- light detection and rangingLidar- light detection and ranging
Lidar- light detection and ranging
 
Introduction to remote sensing
Introduction to remote sensingIntroduction to remote sensing
Introduction to remote sensing
 
TechBrief_LIDARvsUAV_050416_FNL
TechBrief_LIDARvsUAV_050416_FNLTechBrief_LIDARvsUAV_050416_FNL
TechBrief_LIDARvsUAV_050416_FNL
 
Introduction to lidar and its application
Introduction to lidar and its applicationIntroduction to lidar and its application
Introduction to lidar and its application
 
LIDAR
LIDARLIDAR
LIDAR
 
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
Using senseFly Mapping Drones to Map Geomorphological Features in the Subanta...
 
Rankin LiDAR presentation
Rankin LiDAR presentationRankin LiDAR presentation
Rankin LiDAR presentation
 
LiDAR Aided Decision Making
LiDAR Aided Decision MakingLiDAR Aided Decision Making
LiDAR Aided Decision Making
 

Similar to Drones on the Coast

From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
TimeScience
 
NDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
NDGeospatialSummit2022 - UAS Lidar Mission Planning and ApplicationsNDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
NDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
North Dakota GIS Hub
 
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
TERN Australia
 
Aus cover perth 6 june 2016
Aus cover perth 6 june 2016Aus cover perth 6 june 2016
Aus cover perth 6 june 2016
bensparrowau
 
Global positioning system 1
Global positioning system 1Global positioning system 1
Global positioning system 1
raviteja guggilla
 
cv in word fromat
cv in word fromatcv in word fromat
cv in word fromat
Rajindersinghsandhu Sandhu
 
From pixels to point clouds - Using drones,game engines and virtual reality t...
From pixels to point clouds - Using drones,game engines and virtual reality t...From pixels to point clouds - Using drones,game engines and virtual reality t...
From pixels to point clouds - Using drones,game engines and virtual reality t...
ARDC
 
Dr Stuart Eves
Dr Stuart Eves   Dr Stuart Eves
Hydrographic Survey Technicians
Hydrographic Survey TechniciansHydrographic Survey Technicians
Hydrographic Survey Technicians
杰米 ­
 
Zhang UAV at USCID
Zhang UAV at USCIDZhang UAV at USCID
Zhang UAV at USCID
Joseph Yu Zhang, E.I.T.
 
Advances in Agricultural remote sensings
Advances in Agricultural remote sensingsAdvances in Agricultural remote sensings
Advances in Agricultural remote sensings
AyanDas644783
 
UAVmapping_11111.ppt
UAVmapping_11111.pptUAVmapping_11111.ppt
UAVmapping_11111.ppt
BismaJZ
 
Goal andga oct01
Goal andga oct01Goal andga oct01
Goal andga oct01
Clifford Stone
 
Data, Tools, Training, and Technical Assistance
Data, Tools, Training, and Technical AssistanceData, Tools, Training, and Technical Assistance
Data, Tools, Training, and Technical Assistance
Hawaii Geographic Information Coordinating Council
 
Data Management and Applications at SOCIB
Data Management and Applications at SOCIBData Management and Applications at SOCIB
Data Management and Applications at SOCIB
David March
 
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
Codevintec Italiana srl
 
FME for Disaster Response
FME for Disaster ResponseFME for Disaster Response
FME for Disaster Response
Safe Software
 
TeamSurv presentation to UK Hydrographic Society, 2011
TeamSurv presentation to UK Hydrographic Society, 2011TeamSurv presentation to UK Hydrographic Society, 2011
TeamSurv presentation to UK Hydrographic Society, 2011
Tim Thornton
 
Introduction to TLS Applications Presentation
Introduction to TLS Applications PresentationIntroduction to TLS Applications Presentation
Introduction to TLS Applications Presentation
SERC at Carleton College
 
NPOESS Program Overview
NPOESS Program OverviewNPOESS Program Overview

Similar to Drones on the Coast (20)

From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
From gigapixel timelapse cameras to unmanned aerial vehicles to smartphones: ...
 
NDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
NDGeospatialSummit2022 - UAS Lidar Mission Planning and ApplicationsNDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
NDGeospatialSummit2022 - UAS Lidar Mission Planning and Applications
 
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
 
Aus cover perth 6 june 2016
Aus cover perth 6 june 2016Aus cover perth 6 june 2016
Aus cover perth 6 june 2016
 
Global positioning system 1
Global positioning system 1Global positioning system 1
Global positioning system 1
 
cv in word fromat
cv in word fromatcv in word fromat
cv in word fromat
 
From pixels to point clouds - Using drones,game engines and virtual reality t...
From pixels to point clouds - Using drones,game engines and virtual reality t...From pixels to point clouds - Using drones,game engines and virtual reality t...
From pixels to point clouds - Using drones,game engines and virtual reality t...
 
Dr Stuart Eves
Dr Stuart Eves   Dr Stuart Eves
Dr Stuart Eves
 
Hydrographic Survey Technicians
Hydrographic Survey TechniciansHydrographic Survey Technicians
Hydrographic Survey Technicians
 
Zhang UAV at USCID
Zhang UAV at USCIDZhang UAV at USCID
Zhang UAV at USCID
 
Advances in Agricultural remote sensings
Advances in Agricultural remote sensingsAdvances in Agricultural remote sensings
Advances in Agricultural remote sensings
 
UAVmapping_11111.ppt
UAVmapping_11111.pptUAVmapping_11111.ppt
UAVmapping_11111.ppt
 
Goal andga oct01
Goal andga oct01Goal andga oct01
Goal andga oct01
 
Data, Tools, Training, and Technical Assistance
Data, Tools, Training, and Technical AssistanceData, Tools, Training, and Technical Assistance
Data, Tools, Training, and Technical Assistance
 
Data Management and Applications at SOCIB
Data Management and Applications at SOCIBData Management and Applications at SOCIB
Data Management and Applications at SOCIB
 
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
Nick - Benefits of Using Combined Bathymetry and Side Scan Sonar in Shallow W...
 
FME for Disaster Response
FME for Disaster ResponseFME for Disaster Response
FME for Disaster Response
 
TeamSurv presentation to UK Hydrographic Society, 2011
TeamSurv presentation to UK Hydrographic Society, 2011TeamSurv presentation to UK Hydrographic Society, 2011
TeamSurv presentation to UK Hydrographic Society, 2011
 
Introduction to TLS Applications Presentation
Introduction to TLS Applications PresentationIntroduction to TLS Applications Presentation
Introduction to TLS Applications Presentation
 
NPOESS Program Overview
NPOESS Program OverviewNPOESS Program Overview
NPOESS Program Overview
 

More from ARDC

Introduction to ADA
Introduction to ADAIntroduction to ADA
Introduction to ADA
ARDC
 
Architecture and Standards
Architecture and StandardsArchitecture and Standards
Architecture and Standards
ARDC
 
Data Sharing and Release Legislation
Data Sharing and Release Legislation   Data Sharing and Release Legislation
Data Sharing and Release Legislation
ARDC
 
Australian Dementia Network (ADNet)
Australian Dementia Network (ADNet)Australian Dementia Network (ADNet)
Australian Dementia Network (ADNet)
ARDC
 
Investigator-initiated clinical trials: a community perspective
Investigator-initiated clinical trials: a community perspectiveInvestigator-initiated clinical trials: a community perspective
Investigator-initiated clinical trials: a community perspective
ARDC
 
NCRIS and the health domain
NCRIS and the health domainNCRIS and the health domain
NCRIS and the health domain
ARDC
 
International perspective for sharing publicly funded medical research data
International perspective for sharing publicly funded medical research dataInternational perspective for sharing publicly funded medical research data
International perspective for sharing publicly funded medical research data
ARDC
 
Clinical trials data sharing
Clinical trials data sharingClinical trials data sharing
Clinical trials data sharing
ARDC
 
Clinical trials and cohort studies
Clinical trials and cohort studiesClinical trials and cohort studies
Clinical trials and cohort studies
ARDC
 
Introduction to vision and scope
Introduction to vision and scopeIntroduction to vision and scope
Introduction to vision and scope
ARDC
 
FAIR for the future: embracing all things data
FAIR for the future: embracing all things dataFAIR for the future: embracing all things data
FAIR for the future: embracing all things data
ARDC
 
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian DuncanARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
ARDC
 
Skilling-up-in-research-data-management-20181128
Skilling-up-in-research-data-management-20181128Skilling-up-in-research-data-management-20181128
Skilling-up-in-research-data-management-20181128
ARDC
 
Research data management and sharing of medical data
Research data management and sharing of medical dataResearch data management and sharing of medical data
Research data management and sharing of medical data
ARDC
 
Findable, Accessible, Interoperable and Reusable (FAIR) data
Findable, Accessible, Interoperable and Reusable (FAIR) dataFindable, Accessible, Interoperable and Reusable (FAIR) data
Findable, Accessible, Interoperable and Reusable (FAIR) data
ARDC
 
Applying FAIR principles to linked datasets: Opportunities and Challenges
Applying FAIR principles to linked datasets: Opportunities and ChallengesApplying FAIR principles to linked datasets: Opportunities and Challenges
Applying FAIR principles to linked datasets: Opportunities and Challenges
ARDC
 
How to make your data count webinar, 26 Nov 2018
How to make your data count webinar, 26 Nov 2018How to make your data count webinar, 26 Nov 2018
How to make your data count webinar, 26 Nov 2018
ARDC
 
Ready, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
Ready, Set, Go! Join the Top 10 FAIR Data Things Global SprintReady, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
Ready, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
ARDC
 
How FAIR is your data? Copyright, licensing and reuse of data
How FAIR is your data? Copyright, licensing and reuse of dataHow FAIR is your data? Copyright, licensing and reuse of data
How FAIR is your data? Copyright, licensing and reuse of data
ARDC
 
Peter neish DMPs BoF eResearch 2018
Peter neish DMPs BoF eResearch 2018Peter neish DMPs BoF eResearch 2018
Peter neish DMPs BoF eResearch 2018
ARDC
 

More from ARDC (20)

Introduction to ADA
Introduction to ADAIntroduction to ADA
Introduction to ADA
 
Architecture and Standards
Architecture and StandardsArchitecture and Standards
Architecture and Standards
 
Data Sharing and Release Legislation
Data Sharing and Release Legislation   Data Sharing and Release Legislation
Data Sharing and Release Legislation
 
Australian Dementia Network (ADNet)
Australian Dementia Network (ADNet)Australian Dementia Network (ADNet)
Australian Dementia Network (ADNet)
 
Investigator-initiated clinical trials: a community perspective
Investigator-initiated clinical trials: a community perspectiveInvestigator-initiated clinical trials: a community perspective
Investigator-initiated clinical trials: a community perspective
 
NCRIS and the health domain
NCRIS and the health domainNCRIS and the health domain
NCRIS and the health domain
 
International perspective for sharing publicly funded medical research data
International perspective for sharing publicly funded medical research dataInternational perspective for sharing publicly funded medical research data
International perspective for sharing publicly funded medical research data
 
Clinical trials data sharing
Clinical trials data sharingClinical trials data sharing
Clinical trials data sharing
 
Clinical trials and cohort studies
Clinical trials and cohort studiesClinical trials and cohort studies
Clinical trials and cohort studies
 
Introduction to vision and scope
Introduction to vision and scopeIntroduction to vision and scope
Introduction to vision and scope
 
FAIR for the future: embracing all things data
FAIR for the future: embracing all things dataFAIR for the future: embracing all things data
FAIR for the future: embracing all things data
 
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian DuncanARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
ARDC 2018 state engagements - Nov-Dec 2018 - Slides - Ian Duncan
 
Skilling-up-in-research-data-management-20181128
Skilling-up-in-research-data-management-20181128Skilling-up-in-research-data-management-20181128
Skilling-up-in-research-data-management-20181128
 
Research data management and sharing of medical data
Research data management and sharing of medical dataResearch data management and sharing of medical data
Research data management and sharing of medical data
 
Findable, Accessible, Interoperable and Reusable (FAIR) data
Findable, Accessible, Interoperable and Reusable (FAIR) dataFindable, Accessible, Interoperable and Reusable (FAIR) data
Findable, Accessible, Interoperable and Reusable (FAIR) data
 
Applying FAIR principles to linked datasets: Opportunities and Challenges
Applying FAIR principles to linked datasets: Opportunities and ChallengesApplying FAIR principles to linked datasets: Opportunities and Challenges
Applying FAIR principles to linked datasets: Opportunities and Challenges
 
How to make your data count webinar, 26 Nov 2018
How to make your data count webinar, 26 Nov 2018How to make your data count webinar, 26 Nov 2018
How to make your data count webinar, 26 Nov 2018
 
Ready, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
Ready, Set, Go! Join the Top 10 FAIR Data Things Global SprintReady, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
Ready, Set, Go! Join the Top 10 FAIR Data Things Global Sprint
 
How FAIR is your data? Copyright, licensing and reuse of data
How FAIR is your data? Copyright, licensing and reuse of dataHow FAIR is your data? Copyright, licensing and reuse of data
How FAIR is your data? Copyright, licensing and reuse of data
 
Peter neish DMPs BoF eResearch 2018
Peter neish DMPs BoF eResearch 2018Peter neish DMPs BoF eResearch 2018
Peter neish DMPs BoF eResearch 2018
 

Recently uploaded

在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
pjq9n1lk
 
ENVIRONMENT~ Renewable Energy Sources and their future prospects.
ENVIRONMENT~ Renewable Energy Sources and their future prospects.ENVIRONMENT~ Renewable Energy Sources and their future prospects.
ENVIRONMENT~ Renewable Energy Sources and their future prospects.
tiwarimanvi3129
 
Enhanced action and stakeholder engagement for sustainable peatland management
Enhanced action and stakeholder engagement for sustainable peatland managementEnhanced action and stakeholder engagement for sustainable peatland management
Enhanced action and stakeholder engagement for sustainable peatland management
Global Landscapes Forum (GLF)
 
Overview of the Global Peatlands Assessment
Overview of the Global Peatlands AssessmentOverview of the Global Peatlands Assessment
Overview of the Global Peatlands Assessment
Global Landscapes Forum (GLF)
 
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Joshua Orris
 
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Joshua Orris
 
Peatlands of Latin America and the Caribbean
Peatlands of Latin America and the CaribbeanPeatlands of Latin America and the Caribbean
Peatlands of Latin America and the Caribbean
Global Landscapes Forum (GLF)
 
Peatland Management in Indonesia, Science to Policy and Knowledge Education
Peatland Management in Indonesia, Science to Policy and Knowledge EducationPeatland Management in Indonesia, Science to Policy and Knowledge Education
Peatland Management in Indonesia, Science to Policy and Knowledge Education
Global Landscapes Forum (GLF)
 
world-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptxworld-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptx
mfasna35
 
Global Climate Change and global warming
Global Climate Change and global warmingGlobal Climate Change and global warming
Global Climate Change and global warming
ballkicker20
 
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
p2npnqp
 
Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...
Open Access Research Paper
 
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
zm9ajxup
 
Improving the Management of Peatlands and the Capacities of Stakeholders in I...
Improving the Management of Peatlands and the Capacities of Stakeholders in I...Improving the Management of Peatlands and the Capacities of Stakeholders in I...
Improving the Management of Peatlands and the Capacities of Stakeholders in I...
Global Landscapes Forum (GLF)
 
Climate Change All over the World .pptx
Climate Change All over the World  .pptxClimate Change All over the World  .pptx
Climate Change All over the World .pptx
sairaanwer024
 
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Open Access Research Paper
 
Epcon is One of the World's leading Manufacturing Companies.
Epcon is One of the World's leading Manufacturing Companies.Epcon is One of the World's leading Manufacturing Companies.
Epcon is One of the World's leading Manufacturing Companies.
EpconLP
 
Microbial characterisation and identification, and potability of River Kuywa ...
Microbial characterisation and identification, and potability of River Kuywa ...Microbial characterisation and identification, and potability of River Kuywa ...
Microbial characterisation and identification, and potability of River Kuywa ...
Open Access Research Paper
 
Promoting Multilateral Cooperation for Sustainable Peatland management
Promoting Multilateral Cooperation for Sustainable Peatland managementPromoting Multilateral Cooperation for Sustainable Peatland management
Promoting Multilateral Cooperation for Sustainable Peatland management
Global Landscapes Forum (GLF)
 
How about Huawei mobile phone-www.cfye-commerce.shop
How about Huawei mobile phone-www.cfye-commerce.shopHow about Huawei mobile phone-www.cfye-commerce.shop
How about Huawei mobile phone-www.cfye-commerce.shop
laozhuseo02
 

Recently uploaded (20)

在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
在线办理(lboro毕业证书)拉夫堡大学毕业证学历证书一模一样
 
ENVIRONMENT~ Renewable Energy Sources and their future prospects.
ENVIRONMENT~ Renewable Energy Sources and their future prospects.ENVIRONMENT~ Renewable Energy Sources and their future prospects.
ENVIRONMENT~ Renewable Energy Sources and their future prospects.
 
Enhanced action and stakeholder engagement for sustainable peatland management
Enhanced action and stakeholder engagement for sustainable peatland managementEnhanced action and stakeholder engagement for sustainable peatland management
Enhanced action and stakeholder engagement for sustainable peatland management
 
Overview of the Global Peatlands Assessment
Overview of the Global Peatlands AssessmentOverview of the Global Peatlands Assessment
Overview of the Global Peatlands Assessment
 
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
Optimizing Post Remediation Groundwater Performance with Enhanced Microbiolog...
 
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
Evolving Lifecycles with High Resolution Site Characterization (HRSC) and 3-D...
 
Peatlands of Latin America and the Caribbean
Peatlands of Latin America and the CaribbeanPeatlands of Latin America and the Caribbean
Peatlands of Latin America and the Caribbean
 
Peatland Management in Indonesia, Science to Policy and Knowledge Education
Peatland Management in Indonesia, Science to Policy and Knowledge EducationPeatland Management in Indonesia, Science to Policy and Knowledge Education
Peatland Management in Indonesia, Science to Policy and Knowledge Education
 
world-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptxworld-environment-day-2024-240601103559-14f4c0b4.pptx
world-environment-day-2024-240601103559-14f4c0b4.pptx
 
Global Climate Change and global warming
Global Climate Change and global warmingGlobal Climate Change and global warming
Global Climate Change and global warming
 
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
原版制作(Newcastle毕业证书)纽卡斯尔大学毕业证在读证明一模一样
 
Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...Improving the viability of probiotics by encapsulation methods for developmen...
Improving the viability of probiotics by encapsulation methods for developmen...
 
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
一比一原版(UMTC毕业证书)明尼苏达大学双城分校毕业证如何办理
 
Improving the Management of Peatlands and the Capacities of Stakeholders in I...
Improving the Management of Peatlands and the Capacities of Stakeholders in I...Improving the Management of Peatlands and the Capacities of Stakeholders in I...
Improving the Management of Peatlands and the Capacities of Stakeholders in I...
 
Climate Change All over the World .pptx
Climate Change All over the World  .pptxClimate Change All over the World  .pptx
Climate Change All over the World .pptx
 
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
Kinetic studies on malachite green dye adsorption from aqueous solutions by A...
 
Epcon is One of the World's leading Manufacturing Companies.
Epcon is One of the World's leading Manufacturing Companies.Epcon is One of the World's leading Manufacturing Companies.
Epcon is One of the World's leading Manufacturing Companies.
 
Microbial characterisation and identification, and potability of River Kuywa ...
Microbial characterisation and identification, and potability of River Kuywa ...Microbial characterisation and identification, and potability of River Kuywa ...
Microbial characterisation and identification, and potability of River Kuywa ...
 
Promoting Multilateral Cooperation for Sustainable Peatland management
Promoting Multilateral Cooperation for Sustainable Peatland managementPromoting Multilateral Cooperation for Sustainable Peatland management
Promoting Multilateral Cooperation for Sustainable Peatland management
 
How about Huawei mobile phone-www.cfye-commerce.shop
How about Huawei mobile phone-www.cfye-commerce.shopHow about Huawei mobile phone-www.cfye-commerce.shop
How about Huawei mobile phone-www.cfye-commerce.shop
 

Drones on the Coast

Editor's Notes

  1. Remote sensing is obtaining information from a distance
  2. ASTER - Diffierent scales show different things, important that the scale of research fits the objective/study area of interest
  3. And in this example where we tied the point cloud to a vertical datum we can extract quantitative information regarding volume eroded and in this case represented by virtual transects for every metre of beach Analysis of volumes eroded from the beachface (see Fig. 1b for location). Orthomosaics for the first (a) and second survey (b), digital surface models for the first (c) and second survey (d), and resulting DoD (e). The dash line in (d) and (e) is the 0.5 m AHD contour digitized from the data in (d). 1 m wide polygons are defined perpendicular to this contour, some of which are showed in (e). The computation of volume ero- ded within each polygon provides a continuous evaluation of volume eroded per metre section of beach (f).
  4. Segment of beach showing the greatest change between the two UAV captures (see Fig. 1c for locati- on). (a) orthomosaic for the first survey, (b) orthomosaic for the second survey, (c) DSM for the first survey, (d) DSM for the second survey, (e) resulting DoD, (f) elevation profiles for the two surveys for a transect running through the middle of the analysis polygon. In panels (a) through to (e), the plain lines indicate the 1 m wide polygon displaying the largest erosion, while the dashed line represents the 0.5 m AHD contour digitized from (d).
  5. I want to take you back to the shore now and hopefully demonstrate the potential for the rise in conservation drones. Here you see a three dimensional point cloud generated by a low coast UAV before and after a major storm event at the Warrnambool Foreshore in 2014 as we fly the same virtual path through the data for over a 500m stretch of beach. By combining remote hobby aircraft, autopilots, domestic camera and computer smarts we can now capture this data at relatively modest costs
  6. Project partners – ANDS, Deakin, UTAS, IMOS https://vmdp.deakin.edu.au/ MCP 2.0 marine community profile