How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow...
Transcript of How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow...
![Page 1: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/1.jpg)
How Modern Technologies (drones, big data and AI)
have Revolutionised Approaches to Disaster
Management, Resilience and Response?
Haidar Baqir, Regional IT Emergencies Officer, WFP Regional Bureau for Asia-Pacific
and Representative, Emergency Telecommunications Cluster (ETC)
![Page 2: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/2.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Assisting 80 million people in around 80 countries each year, the World
Food Programme (WFP) is the leading humanitarian organization saving
lives and changing lives, delivering food assistance in emergencies and
working with communities to improve nutrition and build resilience.
WORLD FOOD PROGRAMME
Two-thirds of our work is in
conflict-affected countries where
people are three times more likely
to be undernourished than those
living in countries without conflict.
Photo: WFP / Saikat Mojumder
![Page 3: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/3.jpg)
Photo: Oxfam/ Simon Rawles
Emergency
Telecommunications
Cluster
![Page 4: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/4.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Who we are
The ETC is a global network of humanitarian,
government and private sector organisations
working together to provide shared communications
services in humanitarian emergencies.
![Page 5: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/5.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Central African
Republic
Yemen
Syria
Preparedness
Operation
closed
Pacific
Nigeria
Iraq
Haiti
South
Sudan
Democratic
Republic of
Congo
Operation
active
Caribbean
Islands
Where we worked in 2017
Madagascar
Bangladesh
![Page 6: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/6.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
ETC Services
PREPAREDNESS
SERVICES FOR
COMMUNITIES (S4C)
DRONE
COORDINATION
![Page 7: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/7.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Drones Shapes and Sizes
![Page 8: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/8.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Emergency
Coordinators need
to make rapid
decision often with
limited information.
Emergency Response
![Page 9: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/9.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Drones provide a
platform to rapidly
collect remotely
sensed image data at
high resolution.
Emergency Response
![Page 10: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/10.jpg)
April 25, 2015
Nepal: Earthquake
![Page 11: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/11.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
![Page 12: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/12.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
![Page 13: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/13.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Mapping Drone
Weight <750g
Flight time: <40 min
Area coverage of 1-3km2
Resolutions: 2.5 -20 cm
![Page 14: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/14.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
![Page 15: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/15.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
![Page 16: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/16.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Maps comparisons
Drone Google Earth
OpenStreetMap
![Page 17: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/17.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Vegetation monitoring and crop stress detection
Reveals status of the crop about 10 days earlier than what can be seen by the
human eye.
Normalized Difference Vegetation Index (NDVI) values give an indication of crop
stress…
![Page 18: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/18.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
What the human eye sees
![Page 19: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/19.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
What the NIR image shows
![Page 20: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/20.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
What the NDVI shows
![Page 21: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/21.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Disaster Risk Reduction and Recovery
Mapping in Tajikistan (3D Modeling)
![Page 22: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/22.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Tanzania: Flood Risk Management
![Page 23: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/23.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Digitized maps based on drone imagery
were used for Urban Planning
Credit: Ramani Huria
![Page 24: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/24.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Cell On Wings
Currently deployed with AT&T, US MNO
Roaming 6 GSM Networks
40 Sq Miles Coverage
Further than COWs
![Page 25: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/25.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
An experienced remote
sensing analyst normally
achieves image analysis
through visual
interpretation.
One 20 minute flight, can
take up to half a day to
analyse!
AI and Machine learning
![Page 26: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/26.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
That requires
machine learning
software to rapidly
assess UAV imagery
(Big Data)
AI and Machine learning
![Page 27: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/27.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Faster decision
making
More informed
process
Improved targeted
assistance
AI and Machine learning
![Page 28: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/28.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
AI and Machine learning
![Page 29: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/29.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
AI and Machine learning
![Page 30: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/30.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
AI and Machine learning
![Page 31: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/31.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
AI and Machine learning
![Page 32: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/32.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
AI and Machine learning
![Page 33: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/33.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
The Future Is Now!(Lets Plan, Coordinate, and Fly)
![Page 34: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/34.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Humanitarian drone coordination: It’s a lot
more than just drones.
What kind of data
needs to be
collected?
What kinds of regulations need
to be written?
How do we ensure protection
of privacy, security and other
rights?
How do communities
need to be engaged?
What are the best
ways to share UAV
data?
What kinds of
information services
will be most efficient
during disasters?
What kinds of metadata standards
will be most useful?
![Page 35: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/35.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Flying
Planning
Humanitarian Drone Missions: How time flies
![Page 36: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/36.jpg)
UAV Deployment Coordination Model
![Page 37: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/37.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
The approach
![Page 38: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/38.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
Impacts
Efficiency
Safety
Cost Saving
Collaboration
Security
Standardisation
Trust & acceptance
Community engagement
Innovation
Overlap
Gaps
Complexity
Reputational Risk
Operational Risk
Wrong perception
Delay of response
![Page 39: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/39.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
WFP Drone Activities
Safety
Flight plans
Avoid Collision
Failsafe
Certified Operators
Efficiency
Less duplications
Fill Gaps
Fast
Priority
Quality
Accuracy
Data Analysis
Reliable
Standards
Humanitarian
Humanity
impartiality
independence
neutrality
Throughout 2017-18, WFP consolidated the inputs from the TWG and conducted
workshops and six countries – the Dominican Republic, Mozambique, Myanmar, Peru,
Colombia, and Niger.
The workshops provided a clear definition of the coordination model; bringing
together relevant stakeholders; identifying improvement areas; defining and evaluating
methods to increase local, regional, and national capacity for emergency responses.
WFP is planning a series of additional trainings in other high-risk countries.
![Page 40: How Modern Technologies (drones, big data and AI) have ...asia.aidforum.org/docs/Haidar_Baqir.pdfHow Modern Technologies (drones, big data and AI) ... Vegetation monitoring and crop](https://reader033.fdocuments.net/reader033/viewer/2022041812/5e58411bc77cec5cf329482b/html5/thumbnails/40.jpg)
w w w . E T C l u s t e r . o r gw w w . E T C l u s t e r . o r g
QUESTIONS?