Color by Numbers – How ocean color observed by satellites is helping researchers monitor rapidly changing Arctic coastal ecosystems – oceanbites


The following is a weblog post from a visitor author, Annabeth McCall. She is a PhD candidate primarily based in Germany on the Alfred Wegener Institute, the place she research ocean-color distant sensing in Arctic coastal waters. She is at present on a area expedition to the Canadian Arctic for 5 weeks to gather information for her dissertation, and was sort enough to put in writing about her analysis and area experiences for oceanbites!

Heating up within the Arctic

Intensification of climate change within the Arctic is inflicting elevated river flows and permafrost thaw. As a consequence, erosion and the release of giant quantities of carbon-rich materials into rivers that feed into the Arctic Ocean is rising at an alarming charge. Nestled on the interface between the terrestrial and ocean domains, Arctic deltas act as filters and modifiers for carbon, vitamins, and sediments, in addition to home important ecosystems that help native communities (1). Rapid adjustments related to warming temperatures nonetheless could alter the power for these coastal systems to control the elevated enter of natural carbon. This could result in a system-wide motion and transformation of natural carbon, shifting Arctic coastal systems from carbon absorbers, or sinks of atmospheric carbon, to releasers, or sources of atmospheric carbon.

Figure 1. Simplified conceptual diagram of radiance (mild) pathways and alterations in water and the ambiance, derived from daylight, that contribute to the full radiance on the high of the ambiance which is obtained by a satellite tv for pc sensor. Photo credit: Annabeth McCall

Satellites lending a helping hand 

Due to their inaccessibility, the destiny of carbon throughout distant Arctic river-ocean systems is not nicely understood, particularly within the face of climate change. Poor information protection presents a main data hole needed to be crammed with the intention to obtain a true source-to-sink evaluation of carbon export and impacts on the worldwide carbon price range. 

Fortunately, new advances in satellite tv for pc technology enable scientists to look at Arctic coastal waters remotely. Special satellite tv for pc imagery can present information on water high quality at comparatively high spatial and temporal resolutions. This imagery, in the end, gives us with data on water constituents primarily based on its color, and worthwhile data that can be utilized to monitor and reply scientific questions.

The color of water, you say? 

Have you ever questioned why oceans seem blue, coastal estuaries seem darkish brown or inexperienced, or why the Colorado River slicing by way of the Grand Canyon seems to be just like a milky iced-latte? It is, partially, due to the particles and substances dissolved in these waters, resembling sediments and darkish natural supplies, but in addition attributed to how these supplies within the water soak up, scatter, and replicate daylight beaming down. For instance, the deep blue ocean absorbs photons of mild within the purple and inexperienced wavelengths of the electromagnetic spectrum, whereas photons within the blue half of the spectrum are mirrored back, thus showing blue to the human eye. As the ocean mixes with rivers close to coastlines, and the supplies and organisms within the water mix and change, the photons absorbed and scattered additionally shift, altering the color and shades we see as people.

This interplay of daylight with particles and dissolved substances within the water influences its color, and scientists have discovered a method to harness this data to find out what is carried by rivers getting into oceans. “Ocean-color” satellites can use the facility of daylight transmitted to Earth and absorbed by water, receiving the signal of mild mirrored back from the water floor, and translating this into usable information (2). This is carried out at particular channels, or bands, that seize the complete wavelengths of the electromagnetic spectrum. This permits us to make use of the color of water to estimate the quantity and sort of particles and natural carbon concentrations carried by water, amongst different issues.

Given that river-to-sea systems are so dynamic and complicated although, correct in-situ, or “in the field”, water sampling and measurements are essential to validate these satellite tv for pc monitoring approaches for future and broader use.

Figure 2. Sentinel 2 multispectral imagery (MSI) of the Mackenzie Delta displaying the export of sediment-rich waters from the river channels to the Beaufort Sea. River channels are clearly seen by their brilliant lighter color, which point out waters the place backscattering from sediment particles dominate over absorption by natural matter.

Our area mission

Our analysis workforce simply landed within the Mackenzie River Delta within the Inuvialuit Settlement Regions of Tuktoyaktuk and Inuvik within the Canadian Arctic. Our mission is to seize the complete story of how natural carbon flows from the river, by way of the delta, and into the coastal waters and out to sea. For 5 weeks, we’ll traverse the maze of deltaic channels and close by bays, from freshwater to saline, amassing water samples and deploying a suite of radiometry instruments, or mild sensors, which measure how daylight passes by way of or displays off of the water. The mild sensors will present us with a color signal, or reflectance, primarily based on the sort and focus of substances which work together with mild within the water. These substances embody chlorophyll, color dissolved natural matter, and sediment particles.

Water samples collected from our small boats traversing the deltaic channels can be filtered and analyzed in a lab and the outcomes in contrast with an orbiting satellite tv for pc amassing pictures of the Mackenzie River Delta during our 5-week survey. The radiometric, or mild, information gives the important hyperlink between a conventional water pattern evaluation and the alerts that the satellite tv for pc perceives primarily based on the mirrored mild from the color of the water. Scientists can retrieve this data for a explicit time and space and monitor coastal adjustments remotely. 

Field work can be led by German-based researchers and facilitated by Inuvialuit community-based companions. Integration of conventional environmental data into this project is crucial to each its uniqueness and success, and is an important element to raised perceive how bodily and biogeochemical processes within the shallow water zones are affecting Inuvialuit communities and what meaning for his or her future.

Figure 3. Kicking off our expedition by sampling water and river circumstances within the freshwaters of the Mackenzie River Delta. Photo credit: Bennet Juhls

Stay tuned! 

Hopefully, our workforce is in a position to digest the numbers offered by the “water color”, and paint a scientific image of coastal processes from this satellite tv for pc method. This will resolve our understanding of climate induced land-ocean matter fluxes, permafrost thaw, and related impacts on one of essentially the most rapidly changing ecosystems on Earth, the Arctic coastal setting.

References

1 Overeem, I., Nienhuis, J.H. & Piliouras, A. Ice-dominated Arctic deltas. Nat Rev Earth Environ 3, 225–240 (2022). https://doi.org/10.1038/s43017-022-00268-x 

2 Davies, E.J., Basedow, S.L. & McKee, D. The hidden affect of giant particles on ocean color. Sci Rep 11, 3999 (2021). https://doi.org/10.1038/s41598-021-83610-5 

3 Juhls, B, Land-Ocean Interactions in Arctic Coastal Waters: Ocean Colour Remote Sensing and Current Carbon Fluxes to the Arctic Ocean, pg. 27  (2020)  Refubium – Land-Ocean Interactions in Arctic Coastal Waters: Ocean Colour Remote Sensing and Current Carbon Fluxes to the Arctic Ocean (fu-berlin.de)


Article Reference and Inspiration

This article attracts inspiration from the dear insights and analysis offered by OceanBites. We prolong our heartfelt due to the creators and contributors at OceanBites for his or her dedication to sharing data concerning the ocean and marine science. Their work has enormously enriched our understanding and appreciation of oceanic topics. For more in-depth articles and knowledge, we encourage you to go to their web site.

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