Quantifying SSC variability in sediment-laden meltwater plumes using
in-situ data and simulated satellite remote sensing bandwidths
Abstract
Sediment-laden meltwater plumes are commonly observed in the fjords and
coastal waters of Svalbard. Plumes are present at the margins of
marine-terminating glaciers, and the mouths of glacier-fed subaerial
rivers. They can influence fjord circulation, are useful proxies for
meltwater runoff and can be used to infer a glacier’s hydrological
system. Plumes often cover large areas of open water, meaning they are
visible in satellite imagery. Passes by satellites provide an insight
into what is occurring at a point in time, but satellite timeseries can
also provide a longer temporal window than in-situ measurements. To
determine how suspended sediment concentration (SSC) varies in plumes at
two sites in Kongsfjorden, over three melt seasons (2012, 2019, 2021),
we use in-situ and satellite-equivalent techniques. We find that
SSC-reflectance relationships in a subaerial river plume are variable
across three melt seasons, meaning relationships are not transferable
from season-to-season. At a marine-terminating system, we find
relationships remain stable across two melt seasons, however a small,
non-significant dataset means there is low confidence in extrapolating
these results. We also find that plumes from these subaerial and
marine-terminating systems are not directly comparable due to differing
geology and contrasting methods of meltwater delivery. Our findings
suggest more research should be conducted into the relationship between
SSC-reflectance at plumes in Svalbard, focussing on a system’s hydrology
and lithology, whilst accounting for retreat at marine-terminating
glaciers. Furthermore, new methods for interrogating cloud-impacted
satellite scenes should be devised, reducing the reliance on short
fieldwork windows for understanding plume variability.