Title :
Melt Detection in Antarctic Ice Shelves Using Scatterometers and Microwave Radiometers
Author :
Kunz, Lukas B. ; Long, David G.
Author_Institution :
Microwave Earth Remote Sensing Lab., Brigham Young Univ., Provo, UT
Abstract :
Ku-band dual-polarization radar backscatter measurements from the SeaWinds-on-QuikSCAT scatterometer are used to determine periods of surface freeze and melt in the Antarctic ice shelves. The normalized horizontal-polarization radar backscatter (sigmao) and backscatter polarization ratio are used in maximum-likelihood estimation of the ice state. This method is used to infer the daily ice-surface conditions for 25 study locations located on the Ronne, Ross, Larsen, Amery, Shackleton, and other ice shelves. The temporal and spatial variations of the radar response are observed for various neighborhood sizes surrounding each given location during the study period. Criteria for determining the dates of melt onset and freeze-up for each Austral summer are presented. Validation of the ice-state and melt-onset date estimates is performed by analyzing the corresponding brightness temperature (Tb) measurements from Special Sensor Microwave/Imager (SSM/I) radiometers. QuikSCAT sigmao measurements from 1999 to 2003 are analyzed and found to be effective in determining periods of melt in Antarctic ice sheets at high temporal and spatial resolutions. These estimates can be used in studies of the climatic effects of the seasonal and interannual melting of the Antarctic ice sheets
Keywords :
backscatter; glaciology; hydrological techniques; ice; microwave measurement; radiometers; radiometry; remote sensing by radar; sea ice; Amery; Antarctic ice shelves; Ku-band dual-polarization radar backscatter measurement; Larsen; Ronne; Ross; SSM/I radiometer; SeaWinds-on-QuikSCAT scatterometer; Shackleton; Special Sensor Microwave/Imager; backscatter polarization ratio; brightness temperature; daily ice-surface condition; horizontal-polarization radar backscatter; maximum-likelihood estimation; melt detection; melt onset; Antarctica; Backscatter; Ice surface; Maximum likelihood estimation; Performance evaluation; Polarization; Radar detection; Radar measurements; Radar scattering; Radiometers; Antarctic; QuikSCAT; SeaWinds; Special Sensor Microwave/Imager (SSM/I); ice; ice shelves; melt onset; refreeze;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2006.874138