Exploring the use of drones for catastrophe situation reporting and damage assessment

Lead Research Organisation: CRANFIELD UNIVERSITY
Department Name: School of Water, Energy and Environment

Abstract

This proposal targets the use of unmanned aerial vehicles (UAVs) for catastrophe monitoring and assessment. With global economic losses due to natural disasters being in the order of $150 billion per annum, the uptake of drone based imaging technologies that can provide timely and on-demand information to meet the needs of end users such as first responders (e.g. civil resilience), NGOs, commercial companies (e.g. loss adjusters) is of paramount importance. This Follow-on Fund Pathfinder will look at quantifying the market opportunity for drone-based imaging services within the context of catastrophe situation reporting and damage assessment and in a range of potential scenarios. In turn, this will enable us to identify the sectors with the greatest market need, and develop a competitive business offering to achieve maximal commercial impact. The proposed work will be carried out in collaboration with Oxford University Innovation Ltd., widely known for offering consulting advice in technology transfer and innovation management to clients from the public and private sectors, in the UK and internationally. Their role is to facilitate the flow of new, disruptive technologies from technology providers such as universities, institutes and early stage companies to technology seekers such as mature companies looking to create ground-breaking products and new business divisions.

On completion, the project will provide a good understanding of the likely market potential for drone based imaging technologies around which a Follow-on-Fund proposal will be based. The Follow-on-Fund project will look at developing algorithms for the automated identification of impact features from the high resolution aerial imagery collected with the UAVs. The aim will be to create a library of object/damage recognition that is accessible to the wider public via existing data transfer platforms and can integrate multiple data formats. As we develop a library of information and image recognition functions, the long-term aim would be to develop a business service based around an automated damage recognition system - where collection of data from licensed UAV pilots on extreme events can be analysed through the system to calculate damage extent and volume and location of debris. This would in the long-term assist infrastructure providers, insurers and disaster responders with rapid information on extreme events for planning and disaster management; it will also make a significant difference to the scale (high resolution > 5 cm), timeliness (on-demand) and type of information that can be detected for management and assessment purposes.

The extracted information will directly feed into a delivery platform, as a commercial product or tool, accessible to any company interested in catastrophe metric estimation, e.g., model validation or calibration. The Follow-on-Fund Pathfinder project would act as an essential precursor for the development of this business service and associated products and it is key to building a compelling case for the Follow-on-Fund that achieves research impact through exploitation.

Planned Impact

The proposed research programme will aim to facilitate maximal impact over a number of key themes: - economic, societal, environmental, regulatory, and academic.

Economic, societal and environmental impact: The research programme has been designed from the outset to consider the information needs of the business service users (insurers, civil resilience, energy industry, data providers and wider public). In particular, the Follow-on proposal will be tailored based on their priorities to further engage with the potential application of UAV technology to end user needs. This will help us to understand what information they currently lack, what information would help them respond more efficiently and rapidly and via what mechanism they would want to receive this information. The project team will draw heavily on its existing expertise and contacts through UAV service providers and the project partners (see letters for support) to maximise outcomes.

The project will impact significantly on the general infrastructure, regulatory, insurance and disaster assessment and planning sectors (e.g., clarity on losses, faster identification and quantification of damage). Making sure that for example, insurance claims are handled rapidly and accurately and resources can be deployed effectively within an emergency context will make a significant real world impact on the lives of those whose homes and businesses affected by extreme events. This in turn will maximise environmental impact through, for example, the early detection of damage to industrial processing affecting water courses and the environment in general. The proposed business service will also help utilities companies to continue providing services to the public with reduced outages. Hence, not only does the proposed service support significant economic benefits in terms of reduced costs or improved efficiencies, but it supports significant social and societal good to the general population living in catastrophe prone areas.

Regulatory impact: the project will facilitate the consolidation of the relationship between the CAA, the PI and the project partners. Collaboration with the CAA will ensure that the research programme takes into account plausible regulatory scenarios and outcomes are communicated to the CAA to highlight the regulatory needs for the use of UAVs in catastrophe/emergency situations. This will be particularly relevant within the context of flight permissions and license provision to fly over congested areas as highlighted in NE/N020316/1. A regulatory framework that supports key applications within the infrastructure sector will enable the uptake of the technology and therefore, benefit public and private sector alike.

Academic Impact: In the short term, collaboration with end users will enable the development of new ideas for future RCUK (e.g., Follow-on Fund) and Innovate UK. The Pathfinder will help establish a closer link with business services end users and explore commercialization routes through different industry partners. In the long term and as a result of follow up proposals, outcomes will be presented at key national and international conferences. The Follow-on Fund project will be sufficiently novel for the results to be published in high impact journals. All publications will be available open access through golden route. This will contribute to consolidate the PI and Co-Is track records.

The project aligns to the priorities of the space innovation and growth strategy, especially on the "use of climate and environmental monitoring from Space facility (CEMS) to process and merge streams into climate quality and other required data sets" and contributes to "assess the validity and integrity of observations, data and products". In addition, it aligns with the research priorities and specific challenges highlighted by the Roadmap for Climate Servic

Publications

10 25 50
 
Description The findings are currently being used under Oasis Caiman project (Innovate UK) to develop a AI approach/tool for the automated detection of flood impact at property level. They have also been used to inform the first BVLOS flight for marine ingress detection under the Drone Pathfinder Programme.
First Year Of Impact 2017
Sector Aerospace, Defence and Marine,Education,Environment,Financial Services, and Management Consultancy
Impact Types Economic,Policy & public services

 
Description An artificial intelligence based method for the rapid detection of flood impact
Amount £25,395 (GBP)
Organisation Cranfield University 
Sector Academic/University
Country United Kingdom
Start 01/2019 
End 07/2019
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa
Amount £1,070,000 (GBP)
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 07/2020 
End 09/2023
 
Description Developing sound methodologies for surface water flood risk management: the case study of Bedford Borough after storm Bella (December 2020)
Amount £16,000 (GBP)
Organisation Cranfield University 
Sector Academic/University
Country United Kingdom
Start 02/2021 
End 08/2021
 
Description New start-up company: Cranfield Earth Observation commercial drone services
Amount £33,125 (GBP)
Organisation Cranfield University 
Sector Academic/University
Country United Kingdom
Start 01/2019 
End 07/2019
 
Description Oasis CAIMAN
Amount £399,917 (GBP)
Organisation Innovate UK 
Sector Public
Country United Kingdom
Start 03/2019 
End 04/2021
 
Description Collaboration with Oasis Hub- integrating Cranfield into Oasis Hub web page 
Organisation Oasis HUB Limited
Country United Kingdom 
Sector Private 
PI Contribution Multiple geomatic products (raw UAV aerial imagery, point cloud and digital elevation models) collected with drones in Carlisle have been provided to Oasis Hub and used to develop a prototype web page for the commercialisation of these products. The web page is not live yet as it requires further considerations on the data protection side of things. The commercialisation strategy for the data and associated algorithms is also being explored at the moment.
Collaborator Contribution Oasis Hub have provided the web platform and integrated Cranfield outcomes to their web page. We are still working on the web page outcomes.
Impact We are currently still working on the outcomes.
Start Year 2017
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation Indian Institutes of Technology
Country India 
Sector Academic/University 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation Mekelle University
Department Ethiopian Institute of Technology in Mekelle
Country Ethiopia 
Sector Academic/University 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation Ministry of Water and Irrigation
Country Tanzania, United Republic of 
Sector Public 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation Penn State University
Country United States 
Sector Academic/University 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation United Nations (UN)
Department UN Habitat, Switzerland
Country Switzerland 
Sector Public 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation United Nations University
Country Japan 
Sector Academic/University 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Developing a set of tools and models to better predict, assess and respond to disasters in Africa 
Organisation Universidade de São Paulo
Country Brazil 
Sector Academic/University 
PI Contribution We are contributing to a work package on the development of remote sensing tools for drought monitoring and alleviation in Africa. The project has just started so we cannot report anything at this stage.
Collaborator Contribution We have not started to work on the project as yet so at the moment we are just discussing and allocating tasks.
Impact No outcomes to be reported as yet. We have recruited a PDRA that will commence in April 2021.
Start Year 2020
 
Description Development towards an improved approach to mapping surface water flood risk (Flood Re) 
Organisation Flood Re Limited
Country United Kingdom 
Sector Private 
PI Contribution 1- Delivery of a framework highlighting next steps to enhance surface water flood maps 2- Development and submission of an EPSRC Open Fellowship proposal and inclusion of Flood Re as project partner
Collaborator Contribution Flood Re provided guidance and support on the delivery of a literature review and development of a framework to enhance current surface water flood mapping strategies.
Impact - Summary report and framework - Submitted EPSRC Open Fellowship proposal
Start Year 2021
 
Description Mapping the effects of Storm Bella 2020 
Organisation Bedford Borough Council
Country United Kingdom 
Sector Public 
PI Contribution Collaboration focusing on the identification of novel tools and techniques to map the impact of surface water flooding caused by storm Bella.
Collaborator Contribution 1- A set of discussions to identify plausible solutions 2- Project partner in an EPSRC Open Fellowship proposal already submitted to Je-S
Impact - Submitted EPSRC Open Fellowship proposal
Start Year 2021
 
Description Organise a workshop on "Property Flood Resilience and the Insurance Sector" 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact With global economic losses due to natural disaster being in the order of $150 billion per annum, the uptake of flood resilient measures by residential property owners is of paramount importance for flood protection and management.

Flood resilient measures reduce the costs of repair of homes and buildings and the disruption caused by flooding to families and businesses. They aim to make people and their property less vulnerable to physical and mental impacts of flooding. These measures can be installed directly into buildings at risk of flooding as preventative actions or during repair works of buildings after flooding.

However, the take up of flood resilient measures remains low despite their advantages. It is not yet normal practice for properties in areas at high flood risk to be made more resilient following a flood. Slow uptake of measures is due to a varied range of factors including (i) a general believe that only the authorities can manage flood risk, (ii) a believe that experienced flood events are a "one off" and (iii) be unware or not accept that the property is at risk. This workshop focuses on developing plausible solutions for the uptake of flood resilient and resistance measures with a specially focus on the insurance sector. In particular, the workshop will aim at addressing the following questions:
1.What role does resilience have on dealing with flood risk?
2.How do we encourage the uptake and management of resilience measures?
3.What is the key role of insurances to achieve?
4.Which data is required or needs to be provided to facilitate (2) and (3)?

A range of insurance companies or companies working with/for the insurance sector will be approached to join the BRIM network and attend the one day workshop. A set of presentations by subject matter experts will be delivered during the morning session. The aim is for the presentations to inspire/guide/provide project ideas for the afternoon session. We are looking to fund multiple (small) over-arching projects at the workshop based on ideas developed during the afternoon working session.
Year(s) Of Engagement Activity 2018
URL https://www.cranfield.ac.uk/events/events-2018/property-flood-resilience-and-the-insurance-sector