A CYGNSS-Based Algorithm for the Detection of Inland Waterbodies

被引:75
作者
Gerlein-Safdi, Cynthia [1 ]
Ruf, Christopher S. [1 ]
机构
[1] Univ Michigan, Dept Climate & Space Sci & Engn, Ann Arbor, MI 48109 USA
关键词
GNSS-R; lake; remote sensing; rivers; water resources; watermask; SOIL-MOISTURE; WATER;
D O I
10.1029/2019GL085134
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The Cyclone Global Navigation Satellite System (CYGNSS) is a new constellation of eight low Earth orbiting spacecrafts that receive both direct and reflected signals from GPS satellites. Coherent reflection of the GPS signal from standing water over land results in a high surface reflectivity signal in the CYGNSS data. An image processing algorithm is presented, which leverages the surface reflectivity signal to produce a watermask of inland waterbodies at 0.01 degrees x 0.01 degrees spatial resolution. The watermask is compared to hand-drawn maps of inland waterbodies, as well as to the MODIS watermask product. We find that the CYGNSS watermask provides accurate, time-varying maps that are able to resolve changes in lake and river position and extent. With CYGNSS' short return time, watermasks can be generated using as little as half a month of data to produce near-real-time maps of flooding events.
引用
收藏
页码:12065 / 12072
页数:8
相关论文
共 20 条
[1]   Measuring surface water from space [J].
Alsdorf, Douglas E. ;
Rodriguez, Ernesto ;
Lettenmaier, Dennis P. .
REVIEWS OF GEOPHYSICS, 2007, 45 (02)
[2]   Relationship Between Temporal and Spatial Resolution for a Constellation of GNSS-R Satellites [J].
Bussy-Virat, Charles D. ;
Ruf, Christopher S. ;
Ridley, Aaron J. .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (01) :16-25
[3]  
Campbell Alastair, 2019, Indian J Med Ethics, V4, P226, DOI 10.20529/IJME.2019.027
[4]  
Carroll M, 2017, NASA EOSDIS LAND PRO
[5]  
CHEW C, 2018, SCI REP UK, V8
[6]   Soil Moisture Sensing Using Spaceborne GNSS Reflections: Comparison of CYGNSS Reflectivity to SMAP Soil Moisture [J].
Chew, C. C. ;
Small, E. E. .
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (09) :4049-4057
[7]   Demonstrating soil moisture remote sensing with observations from the UK TechDemoSat-1 satellite mission [J].
Chew, Clara ;
Shah, Rashmi ;
Zuffada, Cinzia ;
Hajj, George ;
Masters, Dallas ;
Mannucci, Anthony J. .
GEOPHYSICAL RESEARCH LETTERS, 2016, 43 (07) :3317-3324
[8]   GPS Diffractive Reflectometry: Footprint of a Coherent Radio Reflection Inferred From the Sensitivity Kernel of Multipath SNR [J].
Geremia-Nievinski, Felipe ;
Ferreira e Silva, Matheus ;
Boniface, Karen ;
Galera Monico, Joao Francisco .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (10) :4884-4891
[9]   Random walks for image segmentation [J].
Grady, Leo .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2006, 28 (11) :1768-1783
[10]   Effects of water-level fluctuations on lakes: an annotated bibliography [J].
Leira, Manel ;
Cantonati, Marco .
HYDROBIOLOGIA, 2008, 613 (1) :171-184