Using Synthetic Aperture Radar to Define Spring Breakup on the Kuparuk River, Northern Alaska

被引:10
作者
Floyd, Angelica L. [1 ]
Prakash, Anupma [1 ]
Meyer, Franz J. [1 ]
Gens, Ruediger [1 ,2 ]
Liljedahl, Anna [3 ,4 ]
机构
[1] Univ Alaska Fairbanks, Inst Geophys, Fairbanks, AK 99709 USA
[2] Univ Alaska Fairbanks, Alaska Satellite Facil, Fairbanks, AK 99709 USA
[3] Univ Alaska Fairbanks, Water & Environm Res Ctr, Fairbanks, AK 99709 USA
[4] Univ Alaska Fairbanks, Int Arctic Res Ctr, Fairbanks, AK 99709 USA
关键词
breakup; SAR; radar; river ice; Kuparuk River; Alaska; remote sensing; ARCTIC ALASKA; ICE; HYDROLOGY; CLIMATE; OCEAN; SAR; CLASSIFICATION; CIRCULATION; PERMAFROST; RETRIEVAL;
D O I
10.14430/arctic4426
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Spring runoff measurements of Arctic watersheds are challenging given the remote location and the often dangerous field conditions. This study combines remote sensing techniques and field measurements to evaluate the applicability of synthetic aperture radar (SAR) to defining spring breakup of the braided lower Kuparuk River, North Slope, Alaska. A statistical analysis was carried out on a time series (2001-10) of SAR images acquired from the European Remote Sensing Satellite (ERS-2) and the Canadian RADARSAT satellite, as well as on measured runoff. On the basis of field information, the SAR images were separated into pre-breakup, breakup, and post-breakup periods. Three variables were analyzed for their suitability to bracket the river breakup period: image brightness, variance in brightness over the river length, and a sum of rank order change analysis. Variance in brightness was found to be the most reliable indicator. A combined use of that variance and sum of rank order change appeared promising when enough images were available. The temporal resolution of imagery served as the major limitation in constraining the timing of the hydrologic event. Challenges associated with spring runoff monitoring and the sensitive nature of SAR likely resulted in an earlier detection of surficial changes by the remote sensing technique compared to the field runoff observations. Given a sufficient temporal resolution, SAR imagery has the potential to improve the spatiotemporal monitoring of Arctic watersheds for river breakup investigations.
引用
收藏
页码:462 / 471
页数:10
相关论文
共 40 条
[1]  
Best H, 2005, ARCT ANTARCT ALP RES, V37, P157, DOI 10.1657/1523-0430(2005)037[0157:AOIARC]2.0.CO
[2]  
2
[3]   Hydrological and hydrochemical observation status in the pan-Arctic drainage basin [J].
Bring, Arvid ;
Destouni, Georgia .
POLAR RESEARCH, 2009, 28 (03) :327-338
[4]   Thermohaline circulation, the Achilles heel of our climate system: Will man-made CO2 upset the current balance? [J].
Broecker, WS .
SCIENCE, 1997, 278 (5343) :1582-1588
[5]  
Floyd A., 2012, AM WAT RES ASS AL SE
[6]  
Gauthier Y., 2006, EARSeL eProceedings, V5, P77
[7]   Adaptation of a radar-based river ice mapping technology to the Nunavik context [J].
Gauthier, Y. ;
Tremblay, M. ;
Bernier, M. ;
Furgal, C. .
CANADIAN JOURNAL OF REMOTE SENSING, 2010, 36 :S168-S185
[8]  
Gens R., 2003, Alaska Satellite Facility Software Tools: Manual
[9]   Global wind speed retrieval from SAR [J].
Horstmann, J ;
Schiller, H ;
Schulz-Stellenfleth, J ;
Lehner, S .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (10) :2277-2286
[10]  
Jasek M., 2003, 12 WORKSH HYDR IC CO, P50