Mapping Firn Saturation Over Greenland Using NASA’s Soil Moisture Active Passive Satellite
| dc.contributor.author | Miller, Julie Z. | |
| dc.contributor.author | Long, David G. | |
| dc.contributor.author | Shuman, Christopher | |
| dc.contributor.author | Culberg, Riley | |
| dc.contributor.author | Hardman, Molly A. | |
| dc.contributor.author | Brodzik, Mary J. | |
| dc.date.accessioned | 2026-01-22T16:18:42Z | |
| dc.date.issued | 2022-03-08 | |
| dc.description.abstract | Mapping 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.sponsorship | This 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.uri | https://ieeexplore.ieee.org/document/9730071 | |
| dc.format.extent | 16 pages | |
| dc.genre | journal articles | |
| dc.identifier | doi:10.13016/m2obdu-blcb | |
| dc.identifier.citation | Miller, 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.uri | https://doi.org/10.1109/JSTARS.2022.3154968 | |
| dc.identifier.uri | http://hdl.handle.net/11603/41489 | |
| dc.language.iso | en | |
| dc.publisher | IEEE | |
| dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
| dc.relation.ispartof | UMBC GESTAR II | |
| dc.relation.ispartof | UMBC Joint Center for Earth Systems Technology (JCET) | |
| dc.relation.ispartof | UMBC Geography and Environmental Systems Department | |
| dc.relation.ispartof | UMBC Faculty Collection | |
| dc.rights | Attribution 4.0 International | |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | Scattering | |
| dc.subject | Numerical models | |
| dc.subject | Extinction coefficients | |
| dc.subject | L-band | |
| dc.subject | remote sensing | |
| dc.subject | L-band microwave radiometry | |
| dc.subject | Greenland ice sheet | |
| dc.subject | Licenses | |
| dc.subject | Soil Moisture Active Passive (SMAP) | |
| dc.subject | Permittivity | |
| dc.subject | Snow | |
| dc.subject | Firn saturation | |
| dc.title | Mapping Firn Saturation Over Greenland Using NASA’s Soil Moisture Active Passive Satellite | |
| dc.type | Text | |
| dcterms.creator | https://orcid.org/0000-0001-9606-767X |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- MappingFirnSaturationOverGreenlandUsingNASAsSoil.pdf
- Size:
- 16.36 MB
- Format:
- Adobe Portable Document Format
