Mapping Firn Saturation Over Greenland Using NASA’s Soil Moisture Active Passive Satellite

dc.contributor.authorMiller, Julie Z.
dc.contributor.authorLong, David G.
dc.contributor.authorShuman, Christopher
dc.contributor.authorCulberg, Riley
dc.contributor.authorHardman, Molly A.
dc.contributor.authorBrodzik, Mary J.
dc.date.accessioned2026-01-22T16:18:42Z
dc.date.issued2022-03-08
dc.description.abstractMapping the spatial extent of recently identified englacial hydrological features (i.e., ice slabs and perennial firn aquifers) formed by meters-thick water-saturated firn layers over the percolation facies of the Greenland Ice Sheet using L-band microwave radiometry has recently been demonstrated. However, these initial maps are binary, and do not provide a parameter to estimate the spatial variability in the thickness and volumetric fraction of meltwater stored within the firn pore space. Here, we exploit enhanced-resolution vertical-polarization L-band brightness temperature (Tᴮᵥ) imagery (2015–2019) generated using observations collected over Greenland by NASA’s Soil Moisture Active Passive (SMAP) satellite and a simple two-layer L-band brightness temperature model. We map water-saturated firn layers via a “firn saturation” parameter, and interpret our results together with ice slab and perennial firn aquifer spatial extents, estimates of snow accumulation simulated via the Regional Atmospheric Climate Model (RACMOp2.3), and airborne radar surveys collected via NASA’s Operation IceBridge (OIB) campaigns. We find that variable firn saturation parameter values are mapped in lower snow accumulation ice slab areas in western, northern, and northeastern Greenland, where firn is colder and water-saturated firn layers seasonally refreeze as solid-ice. Higher firn saturation parameter values are mapped in higher snow accumulation perennial firn aquifer areas in southeastern, southern, and northwestern Greenland, where firn is near the melting point, and meters-thick water-saturated firn layers exist. Our results have implications for identifying expansive englacial reservoirs that store significant volumes of meltwater in locations that are vulnerable to meltwater-induced hydrofracturing and accelerated outlet glacier flow year-round.
dc.description.sponsorshipThis work was supported in part by the NASA SMAP Science Team under Grant 80NSSC20K1806 and in part by the NASA Cryospheric Science Program under Grant 80NSSC18K1055 and Grant 80NSSC21K0749. The work of Riley Culberg was supported by the National Defense Science and Engineering Graduate Fellowship.
dc.description.urihttps://ieeexplore.ieee.org/document/9730071
dc.format.extent16 pages
dc.genrejournal articles
dc.identifierdoi:10.13016/m2obdu-blcb
dc.identifier.citationMiller, Julie Z., David G. Long, Christopher A. Shuman, Riley Culberg, Molly A. Hardman, and Mary J. Brodzik. “Mapping Firn Saturation Over Greenland Using NASA’s Soil Moisture Active Passive Satellite.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 (2022): 3714–29. https://doi.org/10.1109/JSTARS.2022.3154968.
dc.identifier.urihttps://doi.org/10.1109/JSTARS.2022.3154968
dc.identifier.urihttp://hdl.handle.net/11603/41489
dc.language.isoen
dc.publisherIEEE
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC GESTAR II
dc.relation.ispartofUMBC Joint Center for Earth Systems Technology (JCET)
dc.relation.ispartofUMBC Geography and Environmental Systems Department
dc.relation.ispartofUMBC Faculty Collection
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectScattering
dc.subjectNumerical models
dc.subjectExtinction coefficients
dc.subjectL-band
dc.subjectremote sensing
dc.subjectL-band microwave radiometry
dc.subjectGreenland ice sheet
dc.subjectLicenses
dc.subjectSoil Moisture Active Passive (SMAP)
dc.subjectPermittivity
dc.subjectSnow
dc.subjectFirn saturation
dc.titleMapping Firn Saturation Over Greenland Using NASA’s Soil Moisture Active Passive Satellite
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0001-9606-767X

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