SeaHawk, with its multispectral HawkEye sensor, is the first dedicated ocean color (OC) non-commercial CubeSat satellite mission in orbit. This mission was designed to demonstrate that a low-cost CubeSat could retrieve high quality, high spatial resolution data from around the world. Here we present the first in-depth assessment of SeaHawk’s performance with respect to 3 other operational OC missions: MODIS-Terra, MODIS-Aqua and VIIRS. We selected 11 locations that represent a variety of optical water types and compared data on days when there were data for all four sensors. For each image of a location, we extracted data from thousands of points selected at random. We selected bands present in all sensors (412nm, 447nm, 488nm, 555nm, 670nm) and compared the matchups at 3 different levels of processing (top of the atmosphere (TOA) reflectance, remote sensing reflectance (Rrs), and chlorophyll-a concentration). We then compared five statistical approaches: root mean square error (RMSE), index of agreement (d), Concordance Correlation Coefficient (CCC), linear regression (R2), and bias. Overall, TOA results show good agreement between HawkEye and all other sensors (irrespective of bands), particularly Terra. Rrs results show band-specific patterns instead of sensor-specific patterns; based on R2, CCC, and d, 555nm and 412nm seemed to be the best and worst performing bands. Not all locations show good matchups; discrepancies could be due to a combination of spatial, geophysical, temporal, and technical aspects, e.g. hydrodynamics, time difference, or solar/sensor zenith angle.
Primary Presenter: Md Masud-Ul-Alam, University of georgia (masudocndu@uga.edu)
Authors:
Md Masud-Ul-Alam, University of Georgia (masudocndu@uga.edu)
Benjamin Lowin, University of Georgia (ben.lowin@uga.edu)
Gene Feldman, NASA Goddard Space Flight Center (gene.c.feldman@nasa.gov)
Alan Holmes, SBIG Goleta (alansbig@gmail.com)
John Morrison, University of North Carolina Wilmington (morrisonj@uncw.edu)
Liang Hong, NASA Goddard Space Flight Center (liang.hong@nasa.gov)
Alicia Scott, NASA Goddard Space Flight Center (alicia.m.scott@nasa.gov)
Philip Bresnahan, University of North Carolina Wilmington (bresnahanp@uncw.edu)
Sean Bailey, NASA Goddard Space Flight Center (sean.w.bailey@nasa.gov)
Sara Rivero-Calle, University of Georgia (rivero@uga.edu)
SeaHawk Low-Cost Ocean Color CubeSat Produces High Spatial Resolution and High-Quality Data: A Comparison with NOAA-20 VIIRS, NASA MODIS-Terra and MODIS-Aqua
Category
Scientific Sessions > SS102 Inland and Coastal Aquatic Ecosystems Monitoring from In Situ and Satellite Radiometric Measurements
Description
Time: 09:30 AM
Date: 9/6/2023
Room: Sala Menorca A