SlideShare une entreprise Scribd logo
1  sur  31
Drones in Academia
Challenges & Opportunities
• Brief History of UAVs at Smith
• Role of Liberal Arts Colleges
• Observations on intersections with the GIS
community
History
• 2011 – Kite and Balloon Aerial Photography
• 2012 – Kite Photography in Belize
• 2012 / 2013 – Purchased our first DIY Drone Kit
• 2013-2014 – Develop Safety Framework
• 2014 – 5 College Proposal to develop the AIRlab
• 2015 – Fieldwork planned in Belize, MA, ME
Initial Questions
• Can we capture aerial imagery of coral reef systems
suitable for habitat mapping and classification?
• Is low altitude aerial imagery suitable for spatial extent
mapping?
• Can we correlate low altitude aerial imagery with
underwater surveys?
• Is it possible to add more fun to scientific inquiry?
Belize
Coral Reef
ED-Ventures
New Opportunities
• Low Cost
• Simple Setup - capture images within minutes
• Timely Acquisition for areas of rapid change
• Imagery is High Resolution, Cloud Free
• Acquisition at “inaccessible” altitudes (~50-150m)
• Automate Process and Consistent Flight Parameters
• Transfer Technology to Local Organizations
AIRLab
make.alt.drone ~ drones for humanities
Jon Caris, Spatial Analysis Lab, Smtih College
Jeffrey Moro, Senior Post-Bac, 5 College Digital Humanities
Eric Poehler, Classics, Umass-Amherst
http://5colldh.org/current-
projects/airlab/
http://animalnewyork.com/2013/google-glass-graffiti-and-twitter-controlled-beer-bots-
highlights-from-the-drone-conference/#
Image Credit: GA-
SAI Photo
http://www.nasa.gov/centers/armstrong/news/FactSheets/FS-097-DFRC.html#.VCRJbBZ9F8H
http://thinkinc.org.au/reality-hacking-the-next-
Smith College ~
Hangar
Library of Congress. Accessed at http://ghostsofdc.org/2012/03/14/british-aeronaut-lands-biplane-between-war-department-
400 feet above Forbes Library
Conceptual GeoFence
Ethics / GISP
• IV. Obligations to Individuals in Society
• 1. Respect Privacy
• Protect individual privacy, especially about sensitive information.
• Be especially careful with new information discovered about an individual through GIS-based manipulations (such
as geocoding) or the combination of two or more databases.
• 2. Respect Individuals
• Encourage individual autonomy. For example, allow individuals to withhold consent from being added to a
database, correct information about themselves in a database, and remove themselves from a database.
• Avoid undue intrusions into the lives of individuals.
• Be truthful when disclosing information about an individual.
• Treat all individuals equally, without regard to race, gender, or other personal characteristic not related to the task
at hand.
http://www.gisci.org/ethics/codeofethics.asp
x
Drones in Academia: Challenges & Opportunities
Drones in Academia: Challenges & Opportunities

Contenu connexe

En vedette

En vedette (19)

Advice sms
Advice smsAdvice sms
Advice sms
 
Boss sms
Boss smsBoss sms
Boss sms
 
Digibury Weekender - lifelong learning through the idiom of Westeros
Digibury Weekender - lifelong learning through the idiom of WesterosDigibury Weekender - lifelong learning through the idiom of Westeros
Digibury Weekender - lifelong learning through the idiom of Westeros
 
учебная
учебнаяучебная
учебная
 
April fool sms
April fool smsApril fool sms
April fool sms
 
Diwali sms
Diwali smsDiwali sms
Diwali sms
 
Friends teasing
Friends teasingFriends teasing
Friends teasing
 
презентация
презентацияпрезентация
презентация
 
Forget sms
Forget smsForget sms
Forget sms
 
Chhaiya
ChhaiyaChhaiya
Chhaiya
 
IPSE QA Freelancer Awards - We are the Makers
IPSE QA Freelancer Awards - We are the MakersIPSE QA Freelancer Awards - We are the Makers
IPSE QA Freelancer Awards - We are the Makers
 
Η εκπόνηση πολιτιστικού χάρτη της Αθήνας με αφορμή την επίσκεψη σχολείων της ...
Η εκπόνηση πολιτιστικού χάρτη της Αθήνας με αφορμή την επίσκεψη σχολείων της ...Η εκπόνηση πολιτιστικού χάρτη της Αθήνας με αφορμή την επίσκεψη σχολείων της ...
Η εκπόνηση πολιτιστικού χάρτη της Αθήνας με αφορμή την επίσκεψη σχολείων της ...
 
Digibury - Lifelong Learning through the Idiom of Westeros
Digibury - Lifelong Learning through the Idiom of WesterosDigibury - Lifelong Learning through the Idiom of Westeros
Digibury - Lifelong Learning through the Idiom of Westeros
 
Buying Planimetric Data with ITS53
Buying Planimetric Data with ITS53Buying Planimetric Data with ITS53
Buying Planimetric Data with ITS53
 
Kartik Article
Kartik ArticleKartik Article
Kartik Article
 
To be or not to be...a certified GISP
To be or not to be...a certified GISPTo be or not to be...a certified GISP
To be or not to be...a certified GISP
 
техас
техастехас
техас
 
Cute sms
Cute smsCute sms
Cute sms
 
Anniversary sms
Anniversary smsAnniversary sms
Anniversary sms
 

Similaire à Drones in Academia: Challenges & Opportunities

Future of the Air Force (UAVs) - 2012
Future of the Air Force (UAVs) - 2012Future of the Air Force (UAVs) - 2012
Future of the Air Force (UAVs) - 2012zim94
 
21st Century Learning And Science Resources
21st Century Learning And Science Resources21st Century Learning And Science Resources
21st Century Learning And Science ResourcesKaren Brooks
 
21st Century Learning And Science Resources 1224179087427471 8
21st Century Learning And Science Resources 1224179087427471 821st Century Learning And Science Resources 1224179087427471 8
21st Century Learning And Science Resources 1224179087427471 8Piyawan
 
Deeper understanding through Google Earth
Deeper understanding through Google EarthDeeper understanding through Google Earth
Deeper understanding through Google EarthKevin Amboe
 
Bridging the Gap Between Print and Digital Environment
Bridging the Gap Between Print and Digital EnvironmentBridging the Gap Between Print and Digital Environment
Bridging the Gap Between Print and Digital EnvironmentAnita Riley
 
Group Spotlight- Group D
Group Spotlight- Group DGroup Spotlight- Group D
Group Spotlight- Group DChelsea Fore
 
Tethers, Towers, and the Next Wave of Connected Learning
Tethers, Towers, and the Next Wave of Connected LearningTethers, Towers, and the Next Wave of Connected Learning
Tethers, Towers, and the Next Wave of Connected LearningKelvin Thompson
 
MOOCs, Rhizomes & Networks
MOOCs, Rhizomes & NetworksMOOCs, Rhizomes & Networks
MOOCs, Rhizomes & NetworksBonnie Stewart
 
OER for repository managers
OER for repository managersOER for repository managers
OER for repository managersNick Sheppard
 
University Learning Spaces - Disciplinary Perspectives - Introduction
University Learning Spaces -  Disciplinary Perspectives - IntroductionUniversity Learning Spaces -  Disciplinary Perspectives - Introduction
University Learning Spaces - Disciplinary Perspectives - Introductiondisciplinarythinking
 
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
 
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)Iris Lee
 
Who Am Me? Digital Identity, Domains, and Cyberinfrastructure
Who Am Me? Digital Identity, Domains, and CyberinfrastructureWho Am Me? Digital Identity, Domains, and Cyberinfrastructure
Who Am Me? Digital Identity, Domains, and CyberinfrastructureAdam Croom
 
557 ahn ppt exercise
557 ahn ppt exercise557 ahn ppt exercise
557 ahn ppt exerciseasoyoung
 
Stem tech johnstone
Stem tech johnstoneStem tech johnstone
Stem tech johnstonetjohnsto86
 
The Research Data Life Cycle for Biology - A Researcher Perspective
The Research Data Life Cycle for Biology - A Researcher PerspectiveThe Research Data Life Cycle for Biology - A Researcher Perspective
The Research Data Life Cycle for Biology - A Researcher PerspectivePhilippa Griffin
 
History at Hand: Combining Special Collections and Mobile Technology to Engag...
History at Hand: Combining Special Collections and Mobile Technology to Engag...History at Hand: Combining Special Collections and Mobile Technology to Engag...
History at Hand: Combining Special Collections and Mobile Technology to Engag...Cory Lown
 
The Future of Technology in Stormwater: Drones to Augmented Reality
The Future of Technology in Stormwater: Drones to Augmented RealityThe Future of Technology in Stormwater: Drones to Augmented Reality
The Future of Technology in Stormwater: Drones to Augmented RealityMapistry
 

Similaire à Drones in Academia: Challenges & Opportunities (20)

Future of the Air Force (UAVs) - 2012
Future of the Air Force (UAVs) - 2012Future of the Air Force (UAVs) - 2012
Future of the Air Force (UAVs) - 2012
 
21st Century Learning And Science Resources
21st Century Learning And Science Resources21st Century Learning And Science Resources
21st Century Learning And Science Resources
 
21st Century Learning And Science Resources 1224179087427471 8
21st Century Learning And Science Resources 1224179087427471 821st Century Learning And Science Resources 1224179087427471 8
21st Century Learning And Science Resources 1224179087427471 8
 
Deeper understanding through Google Earth
Deeper understanding through Google EarthDeeper understanding through Google Earth
Deeper understanding through Google Earth
 
Bridging the Gap Between Print and Digital Environment
Bridging the Gap Between Print and Digital EnvironmentBridging the Gap Between Print and Digital Environment
Bridging the Gap Between Print and Digital Environment
 
Group Spotlight- Group D
Group Spotlight- Group DGroup Spotlight- Group D
Group Spotlight- Group D
 
An Introduction to EZID
An Introduction to EZIDAn Introduction to EZID
An Introduction to EZID
 
Tethers, Towers, and the Next Wave of Connected Learning
Tethers, Towers, and the Next Wave of Connected LearningTethers, Towers, and the Next Wave of Connected Learning
Tethers, Towers, and the Next Wave of Connected Learning
 
MOOCs, Rhizomes & Networks
MOOCs, Rhizomes & NetworksMOOCs, Rhizomes & Networks
MOOCs, Rhizomes & Networks
 
OER for repository managers
OER for repository managersOER for repository managers
OER for repository managers
 
University Learning Spaces - Disciplinary Perspectives - Introduction
University Learning Spaces -  Disciplinary Perspectives - IntroductionUniversity Learning Spaces -  Disciplinary Perspectives - Introduction
University Learning Spaces - Disciplinary Perspectives - Introduction
 
Giant EduGraph -- ACCS09 Talk
Giant EduGraph -- ACCS09 TalkGiant EduGraph -- ACCS09 Talk
Giant EduGraph -- ACCS09 Talk
 
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: ...
 
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)
Encoded Archival Context - Challenges, Possibilities, and Future (EAC-CPF)
 
Who Am Me? Digital Identity, Domains, and Cyberinfrastructure
Who Am Me? Digital Identity, Domains, and CyberinfrastructureWho Am Me? Digital Identity, Domains, and Cyberinfrastructure
Who Am Me? Digital Identity, Domains, and Cyberinfrastructure
 
557 ahn ppt exercise
557 ahn ppt exercise557 ahn ppt exercise
557 ahn ppt exercise
 
Stem tech johnstone
Stem tech johnstoneStem tech johnstone
Stem tech johnstone
 
The Research Data Life Cycle for Biology - A Researcher Perspective
The Research Data Life Cycle for Biology - A Researcher PerspectiveThe Research Data Life Cycle for Biology - A Researcher Perspective
The Research Data Life Cycle for Biology - A Researcher Perspective
 
History at Hand: Combining Special Collections and Mobile Technology to Engag...
History at Hand: Combining Special Collections and Mobile Technology to Engag...History at Hand: Combining Special Collections and Mobile Technology to Engag...
History at Hand: Combining Special Collections and Mobile Technology to Engag...
 
The Future of Technology in Stormwater: Drones to Augmented Reality
The Future of Technology in Stormwater: Drones to Augmented RealityThe Future of Technology in Stormwater: Drones to Augmented Reality
The Future of Technology in Stormwater: Drones to Augmented Reality
 

Plus de Northeast Arc Users Group Presentations (8)

8 critical skills you need to be a successful gis professional
8 critical skills you need to be a successful gis professional8 critical skills you need to be a successful gis professional
8 critical skills you need to be a successful gis professional
 
GIS in Higher Education: Realities and Opportunities
GIS in Higher Education: Realities and OpportunitiesGIS in Higher Education: Realities and Opportunities
GIS in Higher Education: Realities and Opportunities
 
Photogrammetry 101
Photogrammetry 101Photogrammetry 101
Photogrammetry 101
 
The Incredible Potential of Unmanned Aerial Systems Technology...and Why You ...
The Incredible Potential of Unmanned Aerial Systems Technology...and Why You ...The Incredible Potential of Unmanned Aerial Systems Technology...and Why You ...
The Incredible Potential of Unmanned Aerial Systems Technology...and Why You ...
 
Geospatial Condition Analysis
Geospatial Condition AnalysisGeospatial Condition Analysis
Geospatial Condition Analysis
 
MAGIC’s Connecticut Digital Air Photography Collection
MAGIC’s Connecticut Digital Air Photography CollectionMAGIC’s Connecticut Digital Air Photography Collection
MAGIC’s Connecticut Digital Air Photography Collection
 
Identifying Top Massachusetts Crash Corridors
Identifying Top Massachusetts Crash CorridorsIdentifying Top Massachusetts Crash Corridors
Identifying Top Massachusetts Crash Corridors
 
Making Use of Query Layers & Spatial Views
Making Use of Query Layers & Spatial ViewsMaking Use of Query Layers & Spatial Views
Making Use of Query Layers & Spatial Views
 

Dernier

unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embeddingZilliz
 
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
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
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
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
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
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
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
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 

Dernier (20)

unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embedding
 
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.
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
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
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
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
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
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
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 

Drones in Academia: Challenges & Opportunities

  • 1. Drones in Academia Challenges & Opportunities • Brief History of UAVs at Smith • Role of Liberal Arts Colleges • Observations on intersections with the GIS community
  • 2. History • 2011 – Kite and Balloon Aerial Photography • 2012 – Kite Photography in Belize • 2012 / 2013 – Purchased our first DIY Drone Kit • 2013-2014 – Develop Safety Framework • 2014 – 5 College Proposal to develop the AIRlab • 2015 – Fieldwork planned in Belize, MA, ME
  • 3. Initial Questions • Can we capture aerial imagery of coral reef systems suitable for habitat mapping and classification? • Is low altitude aerial imagery suitable for spatial extent mapping? • Can we correlate low altitude aerial imagery with underwater surveys? • Is it possible to add more fun to scientific inquiry?
  • 5.
  • 6.
  • 7.
  • 8. New Opportunities • Low Cost • Simple Setup - capture images within minutes • Timely Acquisition for areas of rapid change • Imagery is High Resolution, Cloud Free • Acquisition at “inaccessible” altitudes (~50-150m) • Automate Process and Consistent Flight Parameters • Transfer Technology to Local Organizations
  • 9.
  • 10.
  • 11.
  • 12.
  • 13. AIRLab make.alt.drone ~ drones for humanities Jon Caris, Spatial Analysis Lab, Smtih College Jeffrey Moro, Senior Post-Bac, 5 College Digital Humanities Eric Poehler, Classics, Umass-Amherst http://5colldh.org/current- projects/airlab/
  • 14.
  • 16. Image Credit: GA- SAI Photo http://www.nasa.gov/centers/armstrong/news/FactSheets/FS-097-DFRC.html#.VCRJbBZ9F8H
  • 17.
  • 18.
  • 20.
  • 21. Library of Congress. Accessed at http://ghostsofdc.org/2012/03/14/british-aeronaut-lands-biplane-between-war-department-
  • 22.
  • 23.
  • 24.
  • 25. 400 feet above Forbes Library
  • 27.
  • 28.
  • 29. Ethics / GISP • IV. Obligations to Individuals in Society • 1. Respect Privacy • Protect individual privacy, especially about sensitive information. • Be especially careful with new information discovered about an individual through GIS-based manipulations (such as geocoding) or the combination of two or more databases. • 2. Respect Individuals • Encourage individual autonomy. For example, allow individuals to withhold consent from being added to a database, correct information about themselves in a database, and remove themselves from a database. • Avoid undue intrusions into the lives of individuals. • Be truthful when disclosing information about an individual. • Treat all individuals equally, without regard to race, gender, or other personal characteristic not related to the task at hand. http://www.gisci.org/ethics/codeofethics.asp x

Notes de l'éditeur

  1. Began with Kite Aerial Photography or KAP
  2. Planning a mission in Belize
  3. http://saosafetycode.org/
  4. I think it’s great to start the kickoff with a mild and uncontentious project AIRlab = Aerial Innovations and Robotics Laboratory Codenamed: make.alt.drone or drones for humanities In short, the AIRlab will function as a makerspace or hackerspace for the Five College community.
  5. This short video clip represent the genesis of our project.
  6. Our focus is not be the first imagine that comes to mind when you hear the word “drone”. Most likely one thinks of what is shown here, a military predator drone. Unfortunately, military drones and all they represent are conflated with our focus on civilian drones or UAVs (unmanned aerial vehicles). Civilian drones are certainly not without debate, and we continue to sort out our levels of inquiring within the larger political framework. The opportunities civilian drones or UAVs offer our community is the ability to design, build, modify, sense, project, and fly within our academic framework.
  7. We began our project by defining terms and vocabularies that represent our inquiries viewed through a humanistic lens.
  8. We also developed and continue to develop a corpus of all things drone. This corpus provides a framework on which several key themes become evident.
  9. Let me circle back to this idea of the AIRlab, which represents the second phase of our project.
  10. One of those themes: Who Owns the Sky? Civilian drones are an emergent technology and in many ways we are reliving the tipping point experience with the dawn of aviation. Where and how were all these aeroplanes going to fly? Maybe the should be regulated to public rights of way (or streets).
  11. What about Privacy and Surveillance? Imagine this is your backyard (mine actually) And, all of a sudden…..
  12. A drone appears. You don’t know who, if anyone is operating it and for what purpose. What kinds of sensors are onboard. Is it trespassing or does it have the right of transit through my backyard?
  13. http://connectingpoint.wgby.org/2015/04/the-use-of-drones/