SlideShare uma empresa Scribd logo
1 de 12
Crowd Sourced Data
in
Ops Planning
Lt Col Sudeep Panta
Nepalese Army
Data Provided by KLL
• Crowd Requests
• Satellite Imageries
• Road Network and other shapefiles
Crowd Sourced Data
• Provider: Kathmandu Living Labs
– Direct Access to Spreadsheet
– Data:
• Organized
• Categorized
• With Geo-location
• Ready to Use
• One level of Verification done by KLL
• With contact details
Crowd Sourced Data
• Almost 2200 Requests
• Prioritization of data:
– Primary focused on emergency rescues
– Large Scale delivery
– Air-based supplies
• 650 requests of rescues using air assets
• Other requests were sent to local level for
necessary actions
Open Source Information
• Open source
–Media Reports, News, Articles
–Secondary informants
–Crowd Sourced data
Gap Analysis
• Identify gaps using:
– Security forces on the ground
– Rescue and Relief operations conducted so far
– Request from public (Crowd Sourced Data)
Logistics Supply Map
Issues
• Unrealistic requests
• Verification at local level (Especially for relief
works)
• Louder the voice, bigger the attention
What Next..?
• Establish a systematic approach/System
• Data Management
• Data verification
• Sharing among the emergency responders
Common Operating Picture
• Security Forces
Deployments
• Asset Deployments
• Real Time Feeds (Forest
Fire, Flood)
• News Feeds
• Crowd Feeds
Web Based Mapping Application
• Used for monitoring and planning
Comparing with Haiti EQ 2010
• Crowd Sourcing was not well established
• Communication System was not fully
functional for first few weeks
• Unrealistic Requests
• Responders were not aware about such
approach

Mais conteúdo relacionado

Mais procurados

Mais procurados (9)

RIR Collaboration on RIPEstat
RIR Collaboration on RIPEstatRIR Collaboration on RIPEstat
RIR Collaboration on RIPEstat
 
Accelerating Research and Enterprise Solutions by Bridging HPC and AI
Accelerating Research and Enterprise Solutions by Bridging HPC and AIAccelerating Research and Enterprise Solutions by Bridging HPC and AI
Accelerating Research and Enterprise Solutions by Bridging HPC and AI
 
EOSC for Physics & Astronomy: Radio Astronomy Competence Centre
EOSC for Physics & Astronomy: Radio Astronomy Competence CentreEOSC for Physics & Astronomy: Radio Astronomy Competence Centre
EOSC for Physics & Astronomy: Radio Astronomy Competence Centre
 
Pixalytics on Remote Sensing in QGIS
Pixalytics on Remote Sensing in QGISPixalytics on Remote Sensing in QGIS
Pixalytics on Remote Sensing in QGIS
 
Covid 19 monitor
Covid 19 monitorCovid 19 monitor
Covid 19 monitor
 
EPOS GNSS Data and Products TCS - What we do...
EPOS GNSS Data and Products TCS - What we do...EPOS GNSS Data and Products TCS - What we do...
EPOS GNSS Data and Products TCS - What we do...
 
Collaboratively Conceived, Designed and Implemented: Matching Visualization ...
Collaboratively Conceived, Designed and Implemented:  Matching Visualization ...Collaboratively Conceived, Designed and Implemented:  Matching Visualization ...
Collaboratively Conceived, Designed and Implemented: Matching Visualization ...
 
Mapping livestock keepers and their herds across Africa based on household su...
Mapping livestock keepers and their herds across Africa based on household su...Mapping livestock keepers and their herds across Africa based on household su...
Mapping livestock keepers and their herds across Africa based on household su...
 
Application packaging and systematic processing in earth observation exploita...
Application packaging and systematic processing in earth observation exploita...Application packaging and systematic processing in earth observation exploita...
Application packaging and systematic processing in earth observation exploita...
 

Semelhante a Crowd Sourced data in Ops Planning

FME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
FME World Tour 2014 Customer Case Study - Local Government FME Server PilotFME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
FME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
IMGS
 
Get Started with Data Science by Analyzing Traffic Data from California Highways
Get Started with Data Science by Analyzing Traffic Data from California HighwaysGet Started with Data Science by Analyzing Traffic Data from California Highways
Get Started with Data Science by Analyzing Traffic Data from California Highways
Aerospike, Inc.
 
Big Data Pipeline and Analytics Platform
Big Data Pipeline and Analytics PlatformBig Data Pipeline and Analytics Platform
Big Data Pipeline and Analytics Platform
Sudhir Tonse
 
AIRO DCC Housing Monitoring Tool Sept 8th
AIRO DCC Housing Monitoring Tool Sept 8thAIRO DCC Housing Monitoring Tool Sept 8th
AIRO DCC Housing Monitoring Tool Sept 8th
Justin Gleeson
 

Semelhante a Crowd Sourced data in Ops Planning (17)

Col. Sudeep Panta, Nepal Army, Nepal Earthquake Session | SotM Asia 2017
Col. Sudeep Panta, Nepal Army, Nepal Earthquake Session | SotM Asia 2017Col. Sudeep Panta, Nepal Army, Nepal Earthquake Session | SotM Asia 2017
Col. Sudeep Panta, Nepal Army, Nepal Earthquake Session | SotM Asia 2017
 
Role of information technology during disaster
Role of information technology during disasterRole of information technology during disaster
Role of information technology during disaster
 
FME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
FME World Tour 2014 Customer Case Study - Local Government FME Server PilotFME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
FME World Tour 2014 Customer Case Study - Local Government FME Server Pilot
 
SMART International Symposium for Next Generation Infrastructure: Spatial Net...
SMART International Symposium for Next Generation Infrastructure: Spatial Net...SMART International Symposium for Next Generation Infrastructure: Spatial Net...
SMART International Symposium for Next Generation Infrastructure: Spatial Net...
 
2016 GMekong Forum - Session 6 - Intro to SERVIR Mekong and dam inundation pr...
2016 GMekong Forum - Session 6 - Intro to SERVIR Mekong and dam inundation pr...2016 GMekong Forum - Session 6 - Intro to SERVIR Mekong and dam inundation pr...
2016 GMekong Forum - Session 6 - Intro to SERVIR Mekong and dam inundation pr...
 
big_data_casestudies_2.ppt
big_data_casestudies_2.pptbig_data_casestudies_2.ppt
big_data_casestudies_2.ppt
 
Get Started with Data Science by Analyzing Traffic Data from California Highways
Get Started with Data Science by Analyzing Traffic Data from California HighwaysGet Started with Data Science by Analyzing Traffic Data from California Highways
Get Started with Data Science by Analyzing Traffic Data from California Highways
 
Big Data Pipeline and Analytics Platform Using NetflixOSS and Other Open Sour...
Big Data Pipeline and Analytics Platform Using NetflixOSS and Other Open Sour...Big Data Pipeline and Analytics Platform Using NetflixOSS and Other Open Sour...
Big Data Pipeline and Analytics Platform Using NetflixOSS and Other Open Sour...
 
Big Data Pipeline and Analytics Platform
Big Data Pipeline and Analytics PlatformBig Data Pipeline and Analytics Platform
Big Data Pipeline and Analytics Platform
 
EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015
 
AIRO DCC Housing Monitoring Tool Sept 8th
AIRO DCC Housing Monitoring Tool Sept 8thAIRO DCC Housing Monitoring Tool Sept 8th
AIRO DCC Housing Monitoring Tool Sept 8th
 
GIS in the Miami Valley Region
GIS in the Miami Valley RegionGIS in the Miami Valley Region
GIS in the Miami Valley Region
 
Mvrpcgis p&z 2016
Mvrpcgis p&z 2016Mvrpcgis p&z 2016
Mvrpcgis p&z 2016
 
SMART International Symposium for Next Generation Infrastructure: Realising t...
SMART International Symposium for Next Generation Infrastructure: Realising t...SMART International Symposium for Next Generation Infrastructure: Realising t...
SMART International Symposium for Next Generation Infrastructure: Realising t...
 
Integrated Earth Data Applications: Enhancing Reliable Data Services Through ...
Integrated Earth Data Applications: Enhancing Reliable Data Services Through ...Integrated Earth Data Applications: Enhancing Reliable Data Services Through ...
Integrated Earth Data Applications: Enhancing Reliable Data Services Through ...
 
NatureLocator - Dave Kilbey
NatureLocator - Dave KilbeyNatureLocator - Dave Kilbey
NatureLocator - Dave Kilbey
 
Tdwg14 fp-kurator-ludaescher
Tdwg14 fp-kurator-ludaescherTdwg14 fp-kurator-ludaescher
Tdwg14 fp-kurator-ludaescher
 

Mais de Kathmandu Living Labs

Mais de Kathmandu Living Labs (20)

Pradip Khatiwada, Kathmandu Living Labs | Mapping as Activism | SotM Asia 2017
Pradip Khatiwada, Kathmandu Living Labs | Mapping as Activism | SotM Asia 2017Pradip Khatiwada, Kathmandu Living Labs | Mapping as Activism | SotM Asia 2017
Pradip Khatiwada, Kathmandu Living Labs | Mapping as Activism | SotM Asia 2017
 
Maliha Binte Mohiuddin, University of Dhaka | YouthMappers Session | SotM Asi...
Maliha Binte Mohiuddin, University of Dhaka | YouthMappers Session | SotM Asi...Maliha Binte Mohiuddin, University of Dhaka | YouthMappers Session | SotM Asi...
Maliha Binte Mohiuddin, University of Dhaka | YouthMappers Session | SotM Asi...
 
Nikesh Balami, Open Knowledge Nepal | Nepal Session | SotM Asia 2017
Nikesh Balami, Open Knowledge Nepal | Nepal Session | SotM Asia 2017Nikesh Balami, Open Knowledge Nepal | Nepal Session | SotM Asia 2017
Nikesh Balami, Open Knowledge Nepal | Nepal Session | SotM Asia 2017
 
Shashish Maharjan, OSM Lalitpur | Nepal Session | SotM Asia 2017
Shashish Maharjan, OSM Lalitpur | Nepal Session | SotM Asia 2017Shashish Maharjan, OSM Lalitpur | Nepal Session | SotM Asia 2017
Shashish Maharjan, OSM Lalitpur | Nepal Session | SotM Asia 2017
 
Sumit Dugar, Practical Action Consulting | Nepal Session | SotM Asia 2017
Sumit Dugar, Practical Action Consulting | Nepal Session | SotM Asia 2017Sumit Dugar, Practical Action Consulting | Nepal Session | SotM Asia 2017
Sumit Dugar, Practical Action Consulting | Nepal Session | SotM Asia 2017
 
Yogesh Maharjan, OSM Kirtipur | Nepal Session | SotM Asia 2017
Yogesh Maharjan, OSM Kirtipur | Nepal Session | SotM Asia 2017Yogesh Maharjan, OSM Kirtipur | Nepal Session | SotM Asia 2017
Yogesh Maharjan, OSM Kirtipur | Nepal Session | SotM Asia 2017
 
Karan Suthakaran, OpenStreetMap Sri Lanka, OSM and the Sri Lankan Government ...
Karan Suthakaran, OpenStreetMap Sri Lanka, OSM and the Sri Lankan Government ...Karan Suthakaran, OpenStreetMap Sri Lanka, OSM and the Sri Lankan Government ...
Karan Suthakaran, OpenStreetMap Sri Lanka, OSM and the Sri Lankan Government ...
 
Uttam Paudel, Nursing Association of Nepal, EpiNurse: Local Nurses for Partic...
Uttam Paudel, Nursing Association of Nepal, EpiNurse: Local Nurses for Partic...Uttam Paudel, Nursing Association of Nepal, EpiNurse: Local Nurses for Partic...
Uttam Paudel, Nursing Association of Nepal, EpiNurse: Local Nurses for Partic...
 
Jayachandran Mani, Technical Officer, Head, Mission management at Karnataka S...
Jayachandran Mani, Technical Officer, Head, Mission management at Karnataka S...Jayachandran Mani, Technical Officer, Head, Mission management at Karnataka S...
Jayachandran Mani, Technical Officer, Head, Mission management at Karnataka S...
 
Sazal Sthapit, Kathmandu Living Labs, QuakeMap | OSM as a Communication Tool ...
Sazal Sthapit, Kathmandu Living Labs, QuakeMap | OSM as a Communication Tool ...Sazal Sthapit, Kathmandu Living Labs, QuakeMap | OSM as a Communication Tool ...
Sazal Sthapit, Kathmandu Living Labs, QuakeMap | OSM as a Communication Tool ...
 
Harry Mahardhika, HOT Indonesia, OSM for Disaster Management, Harry Mahardhik...
Harry Mahardhika, HOT Indonesia, OSM for Disaster Management, Harry Mahardhik...Harry Mahardhika, HOT Indonesia, OSM for Disaster Management, Harry Mahardhik...
Harry Mahardhika, HOT Indonesia, OSM for Disaster Management, Harry Mahardhik...
 
Monal Bhattarai, Kaasthamandap Vidyalaya |Youth as Mappers | SotM Asia 2017
Monal Bhattarai, Kaasthamandap Vidyalaya |Youth as Mappers | SotM Asia 2017Monal Bhattarai, Kaasthamandap Vidyalaya |Youth as Mappers | SotM Asia 2017
Monal Bhattarai, Kaasthamandap Vidyalaya |Youth as Mappers | SotM Asia 2017
 
Pratichhya Sharma, Western Regional Campus |Youth as Mappers | SotM Asia 2017
Pratichhya Sharma, Western Regional Campus |Youth as Mappers | SotM Asia 2017Pratichhya Sharma, Western Regional Campus |Youth as Mappers | SotM Asia 2017
Pratichhya Sharma, Western Regional Campus |Youth as Mappers | SotM Asia 2017
 
Jasna Budhathoki, Rato Bangala School |Youth as Mappers | SotM Asia 2017
Jasna Budhathoki, Rato Bangala School |Youth as Mappers | SotM Asia 2017Jasna Budhathoki, Rato Bangala School |Youth as Mappers | SotM Asia 2017
Jasna Budhathoki, Rato Bangala School |Youth as Mappers | SotM Asia 2017
 
Rob Savoye, Freelance Developer, OSM Data Manipulation | Workshop | SotM Asia...
Rob Savoye, Freelance Developer, OSM Data Manipulation | Workshop | SotM Asia...Rob Savoye, Freelance Developer, OSM Data Manipulation | Workshop | SotM Asia...
Rob Savoye, Freelance Developer, OSM Data Manipulation | Workshop | SotM Asia...
 
Dewi Sulistiongrum, HOT Indonesia, The Mapping Strategy to Develop OSM Data |...
Dewi Sulistiongrum, HOT Indonesia, The Mapping Strategy to Develop OSM Data |...Dewi Sulistiongrum, HOT Indonesia, The Mapping Strategy to Develop OSM Data |...
Dewi Sulistiongrum, HOT Indonesia, The Mapping Strategy to Develop OSM Data |...
 
Bradley Wilson, University of Arkansas & Kathmandu Living Labs, From Disaster...
Bradley Wilson, University of Arkansas & Kathmandu Living Labs, From Disaster...Bradley Wilson, University of Arkansas & Kathmandu Living Labs, From Disaster...
Bradley Wilson, University of Arkansas & Kathmandu Living Labs, From Disaster...
 
Ramya Raghupathy, Mapbox, Basemap Completeness in Asian Cities | SotM Asia 2017
Ramya Raghupathy, Mapbox, Basemap Completeness in Asian Cities  | SotM Asia 2017Ramya Raghupathy, Mapbox, Basemap Completeness in Asian Cities  | SotM Asia 2017
Ramya Raghupathy, Mapbox, Basemap Completeness in Asian Cities | SotM Asia 2017
 
Poornima Badrinath, Mapbox, Past holds the mirror to the future | SotM Asia 2017
Poornima Badrinath, Mapbox, Past holds the mirror to the future | SotM Asia 2017Poornima Badrinath, Mapbox, Past holds the mirror to the future | SotM Asia 2017
Poornima Badrinath, Mapbox, Past holds the mirror to the future | SotM Asia 2017
 
Poornima Badrinath, Mapbox, OSM Validation: Workshop | SotM Asia 2017
Poornima Badrinath, Mapbox, OSM Validation: Workshop | SotM Asia 2017Poornima Badrinath, Mapbox, OSM Validation: Workshop | SotM Asia 2017
Poornima Badrinath, Mapbox, OSM Validation: Workshop | SotM Asia 2017
 

Último

IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
Enterprise Knowledge
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Último (20)

Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 

Crowd Sourced data in Ops Planning

  • 1. Crowd Sourced Data in Ops Planning Lt Col Sudeep Panta Nepalese Army
  • 2. Data Provided by KLL • Crowd Requests • Satellite Imageries • Road Network and other shapefiles
  • 3. Crowd Sourced Data • Provider: Kathmandu Living Labs – Direct Access to Spreadsheet – Data: • Organized • Categorized • With Geo-location • Ready to Use • One level of Verification done by KLL • With contact details
  • 4. Crowd Sourced Data • Almost 2200 Requests • Prioritization of data: – Primary focused on emergency rescues – Large Scale delivery – Air-based supplies • 650 requests of rescues using air assets • Other requests were sent to local level for necessary actions
  • 5. Open Source Information • Open source –Media Reports, News, Articles –Secondary informants –Crowd Sourced data
  • 6.
  • 7. Gap Analysis • Identify gaps using: – Security forces on the ground – Rescue and Relief operations conducted so far – Request from public (Crowd Sourced Data)
  • 9. Issues • Unrealistic requests • Verification at local level (Especially for relief works) • Louder the voice, bigger the attention
  • 10. What Next..? • Establish a systematic approach/System • Data Management • Data verification • Sharing among the emergency responders
  • 11. Common Operating Picture • Security Forces Deployments • Asset Deployments • Real Time Feeds (Forest Fire, Flood) • News Feeds • Crowd Feeds Web Based Mapping Application • Used for monitoring and planning
  • 12. Comparing with Haiti EQ 2010 • Crowd Sourcing was not well established • Communication System was not fully functional for first few weeks • Unrealistic Requests • Responders were not aware about such approach