New mapping technology makes it safer to sail in Arctic waters

The ice in the Arctic is melting, making the area increasingly appealing for business activity. But sea ice can do great harm on vessels. When researchers at UiT went on a cruise this summer, they found that a new algorithm could provide better maps for a safer journey. Read about the cruise and what the researchers found out. 

A ship seen from above in the sea ice
To navigate safely in the sea ice, we need good maps. Foto: ALEX PERZ / UNSPLASH
Portrettbilde av Schneider, Andrea
Schneider, Andrea Prosjektkoordinator
Published: 17.09.21 11:10 Updated: 17.09.21 11:09
Opprinnelig publisert i EGU Cryospheric Sciences Blog
The post is part of UiT's Research corner, where researchers at UiT can disseminate their own research in the form of short, easy-to-understand and popular science texts.
Research corner Arctic Ocean Climate

We are on the bridge of KV Svalbard, somewhere north of Svalbard, conducting a scientific cruise led by the Nansen Environmental and Remote Sensing Center (NERSC)Participating in the voyage are researchers and students from the CIRFA research center who are working to develop surveillance technologies in the Arctic. The cruise is part of Useful Arctic Knowledge (UAK), Integrated Arctic Observation System (INTAROS) and Digital Arctic Shipping projects, and have participation of 12 PhD and master´s students from seven countries.

It is mid-June, and yesterday’s clear and sunny weather has changed into thick foggy greyness. Visibility is low, the sea is flat and, looking at where the horizon used to be, one can barely tell where the ocean ends and the sky begins.

A foggy ocean
A view of KV Svalbard´s path ahead on a foggy day in the Arctic Ocean north of Svalbard. Photo: Ole Jakob Hegelund / IceWatch
Something seems to appear in the distance – something brighter than the ocean surface. Is it a ship, an iceberg or sea ice? Binoculars don’t help much, but the navigation charts tell us it cannot be an island. The vessel slows down, and our eyes are moving between the vast greyness ahead and the bright and flickering screens in front of us at the bridge. What will we find ahead?

The perks of sea ice

Sea ice is a fascinating and dynamic part of the polar environment and the Earth’s climate system.

The sea ice in the Arctic changes with the seasons; new ice forms during cold periods, grows thicker over the winter months, is squeezed into thick ice flows and ridges, or breaks apart and melts in the Arctic summer.

Small and large icebergs frequently break off from glaciers around Greenland and Svalbard and float through the icy Arctic waters. Wind, ocean currents and waves constantly move the icebergs and the sea ice, which adds to the dangers of travelling through it.

An ice bear on ice flakes
Sea ice is also part of polar ecosystems: the ever-changing sea ice edge allows light to enter the water beneath so that tiny algae can grow. These algae provide food for marine animals, fish, birds and mammals such as seals and polar bears. Photo: Anca Cristea / Norwegian Polar Institute

Challenges for polar travel

Skipet Fram i havisen
The Norwegian expedition ship Fram in the Arctic sea ice in March 1894. Photo: FRAM MARCH 1894.JPG – WIKIPEDIA
Leaders of historic expeditions to the Arctic and Antarctic soon became aware of the dangers of sea ice and icebergs. A famous example is Nansen's Fram expedition of 1893–1896 that became a treasured part of Norwegian Polar history, and many artworks show the ship in the winter sea ice.

Sea ice and icebergs also proved problematic for passenger travel. The maiden voyage of the Titanic in 1912 is anchored to the public historic memory as a tragedy caused by a collision with a drifting iceberg that most likely originated from a glacier in western Greenland.

If ice maps would have been available in the 19th and 20th century, things may have ended differently.

Titanic sinking
A collision with an iceberg made the Titanic sink on its maiden voyage. Gravering: Stöwer Titanic.jpg - Wikimedia Commons

Increased human activity in icy waters

Less and thinner sea ice makes Arctic waters increasingly appealing for human activity such as shipping, fishing, tourism and mineral exploration. Ocean areas that were previously covered by thick and dense sea ice now have a thinner ice cover and are subsequently becoming more and more accessible.

Some of these places are still uncharted, with the seabed conditions unknown, and others are open water or covered by loose sea ice. However, sea ice can drift fast and can damage vessels and offshore structures.

An Arctic ship traffic map showing ship tracks in the Barents Sea
An Arctic ship traffic map showing ship tracks in the Barents Sea and adjacent shelf seas – which are the focus area of CIRFA – from July 2016 to July 2017. The orange lines are ship tracks, the red dots are harbours. Map: PAME – Arctic Ship Traffic Data

The need to increase safety

Far from civilization with few icebreakers around to help, without being at risk of being enclosed by thick sea ice or unexpectedly meeting an iceberg - how can vessels safely navigate? What types of sea ice are out there in the Arctic Ocean? Where are they located, where are they drifting to, and how fast are they moving? How can we map them to help ships decide the best and safest course? How we do this efficiently for large and remote areas? There are many questions to address!

The traditional way of mapping sea ice relies on visual analysis and interpretation of radar satellite images by sea ice analysts. The results of this analysis are then provided to the ship captains in the form of sea ice type or sea ice concentration maps. However, manual production of these maps is a time consuming and arduous task.

Researchers at UiT and the partners in CIRFA are developing new ways to identify and map sea ice. We use data from a synthetic aperture radar instrument, carried by satellites such as the European SENTINEL-1 and Canadian RADARSAT-2 satellites. The satellites cross over the Arctic several times a day and scan the ocean surface in beams that can be up to a few hundred kilometres wide. In contrast to optical sensors, the radar can see the ocean surface through clouds and in darkness.

New ways to make sea ice maps

Instead of visually interpreting each satellite image, researchers at CIRFA and MET have developed an algorithm that automatically interprets many satellite images at a time. The algorithm built by CIRFA researchers Johannes Lohse, Wenkai Guo and Anthony Doulgeris can recognize different types of sea ice. Its ability to do this is rooted in the physical properties of the backscatter; the strength of the radar signal that is reflected from the Earth surface and recorded by the satellite.

To understand how backscatter works, imagine how the light of a flashlight reflects differently depending on what you shine the light on. Like smooth surfaces appearing bright and corners or edges making shadows, the reflected radar signal depends on whether the water or ice is rough and deformed, or if it’s smooth, almost like a mirror. The change in backscatter, if properly analysed, tells us about different sea ice types and open water areas.

The algorithm can make a map based on satellite imagery for a specific location, for example in the northern Atlantic Ocean, in as little as 15 minutes. For larger areas, or areas that are not as frequently overflown by satellites, it will take more time to acquire data and make maps.

Testing the algorithm in real conditions

PhD candidates Anna Telegina, Jozef Rusin and Laust Færch, and the Norwegian Meteorological Institute (MET) engineer Alistair Everett joined the UAK research cruise on KV Svalbard in June 2021 when CIRFA's automatic sea ice classification was tested. The team on the ship compared the automatically derived sea ice maps with reality around the vessel to control and confirm the information from the algorithm.

A map of Svalbard
The algorithm was tested during a research cruise North of the Svalbard Archipelago in June 2021. The light blue area shows the ocean that is covered with sea ice at this time of the year while the dark blue area is open water. The ship track is outlined in red. The map is based on bathymetry data from IBCAO v4. Photo: Alistair Everett / MET
In addition, Tom Rune Lauknes from the Norwegian Research Center (NORCE) used drones to map sea ice with ultra-high resolution optical images. This is important to correctly characterize the ice, to learn how well the algorithm works, and to know how to improve it.
Drone orthomosaic of the fieldwork area
Drone orthomosaic of the fieldwork area. KV Svalbard was attached to a large ice floe with ridges of drifted snow or pressure ridges, and a large crack and open sea ice on the left side. Photo: Tom Rune Lauknes / NORCE
Three researchers on the ice next to KV Svalbard
In addition to making ice observations from satellites, drones and the bridge, the team investigated ice properties such as density and salinity by drilling ice cores and studied the snow lying on top of the ice. The team is shown with KV Svalbard in the background. Photo: Jozef Rusin / MET

The researchers were pleased about the positive results: the algorithm interprets the satellite data well and detects different ice types that the researchers on-board confirmed. Based on the simultaneous feedback, the algorithm could even be improved during the ongoing cruise.

However, a lot more research and fieldwork are needed until automatically made ice maps may become a reliable source of information. Looking further ahead, automatically generated sea ice information on a regional and pan-Arctic scale will ease decision-making in navigation, search-and-rescue and other maritime activities in remote, ice-covered waters.

A green and a brown map showing ice types and open water.
Top: Example of the sea ice classification results for the Sentinel-1 EW and RADARSAT-2 QP mode images North of Svalbard. The different colours represent different ice types and open water. FYI stands for first year ice. Bottom: In the Sentinel-1 false-color composite image, sea ice appears as green/brown areas and open water as dark areas. The red line outlines the track of KV Svalbard. Maps: Anna Telegina and Johannes Lohse / CIRFA

Partners: Centre for Integrated Remote Sensing and Forecasting for Arctic Operations (CIRFA), the Norwegian Coast Guard, The Nansen Environment and Remote Sensing Center (NERSC), the Norwegian Meteorological Institute (MET Norway, Integrated Arctic Observation System (INTAROS), the project Digital Arctic Shipping and the Norwegian Research Center (NORCE).

Contributors to this text: Andrea Schneider, Thomas Kræmer, Johannes Lohse, CIRFA. From the Norwegian Ice Service that is run by MET Norway: Alistair Everett and Nick Hughes. Tom Rune Lauknes, NORCE. Elisabet Aaraas, Section for communication, UiT. 

Opprinnelig publisert i EGU Cryospheric Sciences Blog
Schneider, Andrea Prosjektkoordinator
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