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AI-based remote sensing of nature restoration and landscape elements

AI remote sensing of landscape elements
Landscape elements

RISE is leading a project that explores how advanced technology can be used to measure and strengthen sustainable agricultural practices. With support from the SNSA and Arla Foods, the project will develop AI-based tools that analyze satellite images and drone data, with the aim of providing farmers with insights
that benefit the ecosystems.

Coordinator and project manager
Active
Artificial intelligence
2 years
4 122 000 SEK, of which 2 672 000 SEK comes from the Swedish National Space Agency
Division: Division Digital Systems and Societal Transformation
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The two-year initiative — funded by the Swedish National Space Agency and Arla Foods and run in collaboration between RISE and Arla — aims to develop AI-based methods that use satellite images to assess the development of natural grasslands over time, as well as to map and identify landscape elements that contribute to biodiversity at farm level. Drone data is also collected to enable annotation (description of image content) and verification at a higher resolution than is possible with satellite data.

The aim is to develop effective, data-driven tools that can strengthen and verify the benefits of farmers' efforts to promote biodiversity and support sustainable agricultural practices.

The project responds to a growing need within the food industry to demonstrate concrete, location-specific results in its work on sustainability and biodiversity. At EU level, regulations on land use, nature restoration and reporting requirements are being tightened, including through the new Nature Restoration Law.

By combining satellite data with AI, the project aims to provide Arla with better insights into landscape elements that are crucial to ecosystems – without having to physically inspect each farm. The tools developed are intended to support advisory services, environmental certification, reporting and incentive schemes linked to conservation efforts.

Aleksis Pirinen

Forskare
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Tobias Edman

Enhetschef
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13. Climate action
15. Life on land
Arla Foods The Swedish Board of Agriculture The Swedish Environmental Protection Agency
Funders without URL:
The Swedish National Space Agency
Arla Foods
Project end date: Agriculture Sekundär områdes navigation:
Artificial intelligence
Space
Sensors and sensor systems
Data Science
Drones
Climate adaptation

Cyber Security Assessment of Drones for critical infrastructure

Security Assessment of Drones for Critical Infrastructure – Offer Page

Drones are now an integral part of Swedish infrastructure – but they are more than just flying cameras. As complex IT systems, they handle large amounts of data and can pose a safety risk if protection is lacking. With RISE cyber security assessment, you can gain control of your drone systems before anything goes wrong.

Many organizations still view drones as “just a gadget” rather than what they truly are: advanced IT systems that collect, store, and transmit sensitive information. As a result, organizations are implementing drone technology without considering cybersecurity, creating unexpected security risks for Sweden’s critical infrastructure.

The consequences of insecure drones are becoming increasingly serious – from data leaks and financial losses, which can be costly enough on their own, to something as severe as posing a national security threat.

Delaying action on drone cybersecurity is no longer an option – it’s not a question of if, but when the problem will arise.

We offer Drone Cybersecurity Assessments 

RISE has developed the Drone Cybersecurity Assessment – a comprehensive cybersecurity evaluation that gives you control over your drone systems before implementation. This service is specially designed for organisations working with societal critical activities, where cyber security and functional safety are crucial. By analysing both technical and regulatory aspects, you get a clear picture of the safety status of your drone systems before they are put into operation.

The service includes

  • Network communication: Analysis of which external services the drone contacts during start-up and operation.
  • Data encryption: Review of how data is protected – is it encrypted and safe?
  • Physical safety: Assessment of the consequences of theft or physical access to the drone.

Why you should choose RISE

As Sweden's independent research institute, RISE has unique expertise in both drone technology and cyber security. With our security assessment, you get: 

  • Mapping of how your drones handle sensitive information.

  • Identification of safety vulnerabilities and action proposal before they lead to incidents.

  • A competitive advantage in procurement where security is crucial.

  • Protection against becoming a weak link in Sweden's security chain.

We collaborate with other areas of expertise 

To provide a comprehensive overview of your drone systems, we can also involve expertise in: 

  • EMC testing – electromagnetic compatibility and interference immunity.

  • Functional safety – especially for safety-critical systems.

  • Energy and infrastructure – for robust integration in complex environments.

What happens after the evaluation?

You will receive an independent and detailed safety assessment, along with recommendations tailored to your needs and risk profile. The results can be used as a basis for decisions, procurement or further development of your drone systems.

Contact us today!

Contact us to book a security assessment or get more information about how we can help your organisation. 

Peter Folkesson

Teknologie doktor
+46 10 516 54 16 Read more about Peter
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Hantering av personuppgifter: /en/about-rise/operations/mission-governance/policy-documents/privacy-policy Division: Division Safety and Transport Område: Cyber security Expertislänkar: Functional safety Projektlänkar:
Drone-based solutions for airport monitoring to improve airport safety
Drönare för akuta provtransporter
Drone and AI-assisted livestock monitoring
Drones Sekundär områdes navigation:
Drones
Risk and security
Digital infrastructure

Visual Inspection of airspace for air traffic safety and SEcuRity

VISER
Illustration airport

With a growing number of drones in the lower airspace, it becomes important to be able to, in a cost-efficient way, identify the drones that do not cooperate with U-Space Service Providers (USSP). This is especially important in areas nearby critical infrastructure.

Coordinator
Completed
Artificial intelligence Digitalisation Risk and safety Total defence and crisis preparedness
Not applicable
3 år
Division: Division Digital Systems and Societal Transformation
Lower air space. Volumes Y and Zu are in focus in the VISER project.

The emergence of a new market and new regulations for drones and aircraft in the lower airspace creates opportunities for a large ecosystem of Swedish industrial actors. However, drones also pose a risk to this market, where actors can intentionally or unintentionally disrupt or destroy.

Addressing security and facilitating the growth of the market is central to creating Swedish competitiveness in the area, with global opportunities. The VISER project (Visual Inspection of airspace for air traffic safety and SEcuRity) is a collaboration between SAAB and RISE where a cost-efficient system is developed and tested for monitoring the lower airspace at a regional level. The system is based on camera sensors and an AI model trained on combinations of acquired data and synthetic data. The system can detect, position and classify unknown aircrafts. Through sensor fusion towards U-space Service Providers, better situational awareness can be created, and anomalies can be detected and raised.

In future scenarios, similar systems could be used to provide large-scale security for future autonomous airports and drone logistics, as well as increased ability to detect non-communicative craft nearby restricted areas and nearby sensitive infrastructure.

Rego Granlund

Senior Forskare
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Jonas Lindqvist

Affärsutvecklare
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Project end date: Drones Sekundär områdes navigation:
Risk and security
Artificial intelligence
Sensors and sensor systems
Data Science

Human interaction with intelligent systems-of-systems

HISOS

HISOS is a PhD candidate project that aims to explore and understand how to develop autonomous systems-of-systems, like swarms of drones, and user interfaces to facilitate safe and efficient operator command and control.

Project manager and participant
Completed
Artificial intelligence Automated vehicles Design
Region Östergötland
5 år
SEK 4 500 000
Division: Division Digital Systems and Societal Transformation

Background

Swarm technology is a projected next step in drone research and development. Today, an operator typically pilots a single drone. In the future, operators are expected to control multiple collaborating and autonomous drones that display an emergent behavior; their collective behavior emerges from local (and autonomous) interactions between drones. This presents new technological requirements and new cognitive demands for the operator. Specifically, questions are raised regarding which control mechanisms, feedback systems, and visualization tools the operator will require, and how these may affect the operator’s mental workload and situation awareness. The interaction design is also affected by the operator’s task and work context. It is therefore important to consider the technological, human, and organizational factors when developing autonomous drone systems.

Goal

The purpose of the HISOS project is to identify and understand the swarm operator’s command and control challenges and develop design solutions for systems and user interfaces to support the collaboration between humans and swarm systems. The goal is to develop design guidelines for human-swarm interaction that can be used to develop safe and efficient autonomous systems-of-systems.

Applications

The research conducted in the HISOS project is connected to several other RISE projects. For example, HISOS provides input to the CONTROL project which serves to develop a testbed for simulating and commanding autonomous systems-of-systems. In the Eyes-On-Scene project, researchers study how a drone can be deployed to assist in maritime search and rescue operations, where HISOS provides a vision of multiple collaborating drones for this use case. 

The insights gained from HISOS regarding human-swarm interaction can be generalized to inform the design of other autonomous systems-of-systems, like autonomous public transport systems, transport and logistics, or surveillance systems. Lessons learned also applies to the command and control of aerial, ground, or underwater autonomous vehicles. 

Oscar Bjurling

Forskare
+46 10 228 44 64 Read more about Oscar
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Rego Granlund

Senior Forskare
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9. Industry, innovation and infrastructure
11. Sustainable cities and communities
Project end date: Drones Sekundär områdes navigation:
Artificial intelligence
Design
Total defence and crisis preparedness

Drones and drone applications

Drones and drone applications
drone for deliveries

Today, we see a variety of applications where drones are used for both recreational and professional purposes. At RISE, we develop both software layers and various applications for different purposes.

In most cases, today's drones are equipped with cameras for documentation purposes and have an operator who constantly monitors and/or controls the drone manually. In many cases, this is an excellent system, but there are times when a standard camera cannot measure what is of interest, or the object to be examined may be difficult to access or far away. This requires a drone system that can be equipped with other suitable sensors and has the ability to control itself autonomously in a safe manner.

At RISE, we design suitable drone systems for various applications, and we also build prototypes and carry out measurements. We are also experts in current and upcoming regulations to ensure that the solutions developed both work technically and can be used in reality in accordance with applicable laws and regulations. We also offer third-party verification (TPTA) of safety solutions for drones.

We are developing a software layer called the Drone Safety System (DSS). This enables us to build different applications according to specific needs. The latest applications we have developed are:

  • Characterisation of crops through measurements in fields using a hyperspectral camera.
  • Delivery of goods by autonomous flight beyond visual line of sight.
  • 3D imaging of objects at crime scenes.

We are also studying how swarms of drones can interact, and how an operator can control a large number of interacting drones without losing track of what the swarm is doing, while still being able to utilise its ability to make decisions on its own. We also run a test bed for drones.

Rasmus Lundqvist

Senior Forskare
+46 70 678 31 59 Read more about Rasmus
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Rego Granlund

Senior Forskare
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Division (OLD): Division Digital Systems and Societal Transformation Division: Division Digital Systems and Societal Transformation Drones Sekundär områdes navigation:
Mobility
Cybersecurity
Automotive and future transport

Development of drone-based solutions for future autonomous airports

Drones for the airports
oer airport

Service development, application innovation, and societal impact analysis for autonomous drones for airport ground operations.

 

RISE offers experts on the usage of drones at the airports for different applications including air surveillance, light calibration, ground survey. RISE helps to identify the use cases, specify the requirements, develop AI methods, as well as demonstrate the solutions.

Together with authorities and airports as needs owners, RISE brings drone-based solutions developed by Swedish industries to the airport environment. Solutions are expected to contribute to the future autonomous airports with advanced automation, connectivity and electrification, new skills, increased operation and resource efficiency, reduced emission and operational costs.

You have a prototype or product with drones and is exploring the potential of different applications areas. Or you as authorities or airports are exploring emerging drone solutions for ground operations. RISE takes the products from Swedish industry and design solutions for concrete use cases. RISE works together with partners and coordinate efforts for detailed application design, requirement analysis, as well demo and pilot.

With RISE as a research partner, customers can expect application-oriented research on algorithm development, detailed use-case based application development, demonstration, as well as impact evolution. For Swedish industry, this means the acceleration of product introduction. For authorities and airports, this means the early trials of emerging technologies for decision-making.

Hanna Müller

Gruppchef
+46 10 228 44 30 Read more about Hanna
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Division (OLD): Division Digital Systems and Societal Transformation Division: Division Digital Systems and Societal Transformation Drones Sekundär områdes navigation: Automotive and future transport

Drone-based solutions for airport monitoring to improve airport safety

ASAS

ASAS will emanate from the test site at Örnsköldsvik airport (OER) and will develop drone-based solutions for automatic airport surveillance. The project serves as a first step to introduce drones in daily operations for airports. It will support OER airport as a pioneer test site for future airport automation and drone innovation.

Project manager and participant
Completed
Digital infrastructure Internet of Things
Västra Götaland Region
2018-05-01 – 2019-06-30
1 995 300 SEK
Division: Division Digital Systems and Societal Transformation

Luftfartsverket (LFV) has initialized a program with the vision of “The Autonomous Airport”. The first step was to establish a test site at Sundsvall and Örnsköldsvik Airports – currently under way. In order to support the vision for autonomous and remotely controlled airports and utilization of drones for the Swedish society, this project will develop drone solutions for automated operations at airports with the aim to minimize operational costs and environmental impacts, as well as to improve airport safety and resource efficiency. Airport surveillance such as border inspection is challenging and labor-intensive, especially for small airports. The project will emanate from the test site at Örnsköldsvik airport (OER) and will develop and demonstrate drone-based solutions for automatic airport surveillance. The major tasks include 1) use case identification and requirement analysis, 2) drone system investigation and prototyping, 3) drone communication solutions investigation and development for remote control and video streaming, 4) drone system demonstration at the airports.

This project serves as a first step to introduce drones in daily operations for airports. It will support OER airport as a pioneer test site for future airport automation, and for drone innovation in Swedish airports. The project will be supervised by LFV and Swedish Regional Airports and will consider the expansion to other small airports, as well as medium and large airports. While focusing on drone development, the project will also consider future integration of advanced intelligence. The knowledge will contribute to the society with e.g., automation techniques, policies, as well as business insights of drones in airports.

9. Industry, innovation and infrastructure
13. Climate action
Project end date: Drones Sekundär områdes navigation:
Physical protection and safety
Artificial intelligence
Sensors and sensor systems
Digital infrastructure