P1
应急管理部国家减灾中心
NDRCC,MEM,China
UAV Technology and Its Application in
Disaster Emergency Management
Weier Luo
Airborne Remote Sensing Application Department
National Disaster Reduction Center of China (NDRCC)
Ministry of Emergency Management of the People’s Republic of China
P2
Outline
1 Ministry of Emergency Management
2 National Disaster Reduction Center of China (NDRCC)
3 Unmanned Arial System and Its Application
4 UAV Application in Disaster Management
5 National UAV Emergency Monitoring Network
6 Data Processing & Intelligent Analysis Center
7 ShuichengLandslide Disaster Case
8 Lessons Learned & Future Prospects
P3
1 Ministry of Emergency Management
Setup time and location:
April 16th, 2018 in Beijing, China
Obligations:
1.Improve national emergency management capabilities and levels.
2.Improve disaster prevention, reduction, relief and recovery capabilities.
3.Ensure people's lives and property safety and social stability.
Responsibilities:
1.Organize the preparation of overall national emergency plans, and guide the various
departments in emergency response.
2.Establish a disaster reporting system and release disasters in a unified manner, coordinate
and dispatch the emergency forces and supplies during disaster relief stage, as well as
organize the construction of disaster relief system.
3.Guide emergency rescue for production safety and natural disasters, and undertake the work
of the State Headquarter for Major Disasters.
4.…
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2 National Disaster Reduction Center of China (NDRCC)
Basic Information:
National Disaster Reduction Center of China was established in April 2002 and officially put into operation
in May 2003. The Satellite Application Center for Disaster Reduction was added in February 2009 and
NDRCC was transferred to the Ministry of Emergency Management in April 2018. NDRCC mainly
undertakes the functions of natural disaster risk monitoring and early warning, risk assessment, satellite
emergency applications, data information management, research on natural disaster science, technology,
regulations and standards and international exchanges and cooperation, and assumes the role of the
National Comprehensive Risk Monitoring and Early Warning Center for Natural Disasters and Space
Technology Application Center for Disaster Reduction.
Missions (3C+2W):
–Information Exchange Center
–Technology Service Center
–Decision-making Support Center
–Exchange and Cooperation Windows
–Publicity and Education Windows
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3.1 Introduction of Unmanned Arial System
An unmanned aircraft system (UAS), also called a drone, is an aircraft without a
human pilot onboard –instead, the UAS is controlled from an operator on the
ground.
Components
Aircraft
Ground Control
System
Communication
Link
Other
Platform
Power
Flight Control
System
Electrical
System
…
Display
System
Control
System
Onboard Ground
Launch &
Landing
Storage
Payload
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3.2 Solutions That Address a Variety of Industries
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1.Low altitude and very high-resolution image acquisition
2.Low cost and simple operation
3.Quick response capability and nationwide deployment
4.Less affected by weather
Fixed-WingMulti-Rotor
3.3 Advantages of UAV Technologies
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Support objective, accurate and efficient disaster management
During:Monitoring &
Assessment
Hazard factors monitoring
Hazard-formative environment
monitoring
Hazard bearing body monitoring
Rapid assessment
Field Investigation
Disaster Relief
After: Disaster
Assessment
Comprehensive loss
assessment
Disaster investigation
Disaster Reconstruction
Reconstructionsiteselection
Reconstruction progress monitoring
Before: Comprehensive
Disaster Reduction & Early
Warning
Basic data survey
Disaster risk monitoring &
assessment
Early warning
4.1 UAV Application in Disaster ManagementCycle
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4.2 Aerial Remote Sensing Monitoring
Strategic framework for the Development of EGIS
Business Orientation
“Space-sky-ground”
Monitoring System
Instant response to
Complex and hazardous
site
Low-altitude and high-
precision monitoring
Continuous large-scale
monitoring
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4.3 UAV Business Planning
OperationSystem Onenetwork,onecenter,twoplatforms
Disaster Emergency Management
Data acquisition
Professional & fast
Data processing
Efficient & automatic
Information extraction
Accurate & intelligent
Product services
Diverse & powerful
Aerial Remote Sensing Monitoring System
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4.3 Business Mode of UAV Application in NDRCC
Quick UAV
Scheduling and
Data Acquisition
On-site and
centralized
2D/3D Data
Processing
Automatic Information
Extraction & making
Decision-support
products
WebGIS-based
2D, 3D Product
Service
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5 National UAV Emergency Monitoring Network
Cooperation Mechanism for UAV
Monitoring in Emergency Response to
Major Disasters
PPP mode;
Continuous observation capability;
Covering areas at high risk of disasters;
18 collaborations and more than 100
professional UAV teams;
6-hour emergency response in the Central
and East China and 24-hour emergency
response in the remote western regions
Coordinating national, local and social UAV resources
&
Timely resource scheduling and controllable flight safety
UAV Emergency Monitoring Cloud Platform
Real-time monitoring and unified scheduling;
Flight monitoring;
Real-time video data backhaul;
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6
Data Processing and Intelligent Analysis Center
Fast Scene Reconstruction &Intelligent Analysis of Information
UAV raw data 2D/3D data products Disaster information products
Disaster scene rapid processing system: real-time video stitching, on-site fast stitching
High-performance “aviation data processing system”: fast fine reconstruction of 3D model
Deep learning “intelligent information extraction system”: intelligent extraction of disaster information
Business-oriented house extraction; transformation stage of road, farmland and damage crops
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6
Data Processing and Intelligent Analysis Center
Product Service & Collaborative Judgment Platform
Product diversification services
and expert collaborative
judgment
Monitoring and evaluation maps
and reports
Online product services and
collaborative judgments based
on WEB and mobile terminals.
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Smart3D
Photomod
Street Factory
Pixel4D…
6
Data Processing and Intelligent Analysis Center
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From position detectionto outlines extraction
Automatic building outline segmentation by MaskRCN
6
Data Processing and Intelligent Analysis Center
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Automatic Building Extraction and Damage Assessment on 3D Models
On TINOn Point-cloud
6
Data Processing and Intelligent Analysis Center
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2D Products Service
3D Products Service
6
Data Processing and Intelligent Analysis Center
WEB GIS based Products Service
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7ShuichengLandslide Disaster Case
1.Coordinated a UAV team arriving at the disaster
area to obtainremote sensing data.
2.Took oblique photography aerial photography to
carry out data processing and analysis.
3.Information extraction and loss assessment.
4.Make product drawings and publish 3D models
online, including the landslide site, damaged
buildings and secondary landslide risk assessment.
Before the disaster
Two/three dimensional
Images of buildings.
After the disaster
Damaged buildings assessment
images after the processing.
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8Lessons Learned and Future Prospects
Lessons Learned
Incomplete UAV network coverage
The construction of UAV remote sensing monitoring networks lacks the full support of local provinces and cities in terms of policies,
funds and manpower.
Lack UAV monitoring cooperation mechanism
Promote the construction of a cooperative mechanism for aviation remote sensing, build a low-altitude UAV emergency monitoring and
response system covering natural disaster high-risk areas, and gradually establish multi-channel funding.
Future Prospects
Rapid acquisition of disaster monitoring data
The time of disaster occurrence is difficult to predict, and the adverse weather conditions will have an enormous impact on the rescue
work and loss assessment.
Therefore it is necessary to continually establish a cooperative relationship with local units and social force UAV teams to carry out the
construction and operation of social force drone emergency cooperation mechanism.
Quick data processing & analysis capability
The UAV data processing and analysis require the high performance of the computer, while it is difficult for the mobile terminalon site to
meet this requirement.
Therefore the next step we need to apply various methods to transmit data, establish a high-performance data processing center to
promote the efficiency and effectiveness of data processing and analysis.
Up to now, we have already established the emergency UAV cloud in NDRCC, with 15 companies and 82 UAV teams included.
P21
应急管理部国家减灾中心
NDRCC,MEM,China
Thanks for your attention!
E-mail: [email protected]