SPIE Proceedings | Volume 9827 | Poster Session >
Proceedings Article

Diurnal changes in ocean color in coastal waters

[+] Author Affiliations
Robert Arnone, Haoping Yang

The Univ. of Southern Mississippi (United States)

Ryan Vandermeulen

SSAI / NASA (United States)

Sherwin Ladner

U.S. Naval Research Lab. (United States)

Michael Ondrusek, Charles Kovach

NOAA Ctr. for Weather and Climate Prediction (United States)

Joseph Salisbury

The Univ. of New Hampshire (United States)

Proc. SPIE 9827, Ocean Sensing and Monitoring VIII, 982711 (May 17, 2016); doi:10.1117/12.2241018
Text Size: A A A
From Conference Volume 9827

  • Ocean Sensing and Monitoring VIII
  • Weilin W. Hou; Robert A. Arnone
  • Baltimore, Maryland, United States | April 17, 2016
Abstract
References

abstract

Coastal processes can change on hourly time scales in response to tides, winds and biological activity, which can influence the color of surface waters. These temporal and spatial ocean color changes require satellite validation for applications using bio-optical products to delineate diurnal processes. The diurnal color change and capability for satellite ocean color response were determined with in situ and satellite observations. Hourly variations in satellite ocean color are dependent on several properties which include: a) sensor characterization b) advection of water masses and c) diurnal response of biological and optical water properties. The in situ diurnal changes in ocean color in a dynamic turbid coastal region in the northern Gulf of Mexico were characterized using above water spectral radiometry from an AErosol RObotic NETwork (AERONET -WavCIS CSI-06) site that provides up to 8-10 observations per day (in 15-30 minute increments). These in situ diurnal changes were used to validate and quantify natural bio-optical fluctuations in satellite ocean color measurements. Satellite capability to detect changes in ocean color was characterized by using overlapping afternoon orbits of the VIIRS–NPP ocean color sensor within 100 minutes. Results show the capability of multiple satellite observations to monitor hourly color changes in dynamic coastal regions that are impacted by tides, re-suspension, and river plume dispersion. Hourly changes in satellite ocean color were validated with in situ observation on multiple occurrences during different times of the afternoon. Also, the spatial variability of VIIRS diurnal changes shows the occurrence and displacement of phytoplankton blooms and decay during the afternoon period. Results suggest that determining the temporal and spatial changes in a color / phytoplankton bloom from the morning to afternoon time period will require additional satellite coverage periods in the coastal zone. © (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.

references

1
Arnone, R., S. Ladner, G. Fargion, P. Martinolich, R. Vandermeulen, J. Bowers, and A. Lawson, "Monitoring bio-optical processes using NPP-VIIRS and MODIS-Aqua ocean color products," Proc. SPIE 8724, Ocean Sensing and Monitoring V, 87240Q (June 3, 2013), http://dx.doi.org/10.1117/12.2018180. (2013)
2
Arnone, R.; Vandermeulen, R.; Ladner, S.; Bowers, J.; Martinolich, M.; Fargion, F.; Ondrusek, M. "Sensitivity of calibration gains to ocean color processing in coastal and open waters using ensembles members for NPP-VIIRS " Proc. SPIE 9111, Ocean Sensing and Monitoring VI, 911101 http://dx.doi.org/10.1117/12.2053409 (2014)
3
Arnone, R., H. Loisel, K. Carder, E. Boss, S. Maritorena, and Z. Lee, "Chapter 13, Examples of IOP Applications in IOCCG . Remote Sensing of Inherent Optical Properties: Fundamentals, Tests of Algorithms, and Applications" International Ocean-Colour Coordinating Group, 5, IOCCG, Dartmouth, Canada (2006)
4
Arnone, R A., R. Parsons, D. S. Ko, B. J. Casey, S. Ladner, R. H. Preller, C. M. Hall, "Physical and Bio-Optical Processes in the Gulf of Mexico--Linking Real-Time Circulation Models and Satellite Bio-Optical and SST Properties" NAVAL RESEARCH LAB Report 7330 05 5226 (2005)
5
Bailey,S.W. ,P.J. Werdell, "A multi-sensor approach for the on-orbit validation of ocean color satellite data products" Remote Sensing of Environment 102, 12-23, (2006)
6
Curran, K., P. Hill, T. Milligan., O Mikkelsen, B. Law, X. Durrieu de Madron, F. Bourrin. , "Settling velocity, effective density, and mass composition of suspended sediment in a coastal bottom boundary layer, Gulf of Lions, France" Continental Shelf Research 27,1408-1421, ( 2007)
7
Hlaing, S., Harmel, T., Gilerson, A., Foster, R., Weidemann, A., Arnone, R., Ahmed, S.. "Evaluation of the VIIRS ocean color monitoring performance in coastal regions" Remote Sensing of Environment, 139, 398-414, (2013)
8
. Holben, B. N., Eck, T. F., Slutsker, I., Tanre, D., Buis, J. P., Setzer, A, & Lavenu, F. . "AERONET—A federated instrument network and data archive for aerosol characterization" Remote sensing of Environment, 66 , 1-16, (1998)
9
Ladner, S., R. Arnone, P. Martinolich, J. Bowers, A. Lawson, R. Vandermuelen, R. Crout. "Temporal Assessment of the Calibration and Accuracy of VIIRS Radiometric (SDR) and Ocean Color Products (EDR) at MOBY and WavCIS ( Aeronet-OC)" NOAA STAR JPSS Annual Science August Meetings. 4, (2015)
10
Lee, Z. P., Du, K., Voss, K. J., Zibordi, G., Lubac, B., Arnone, R., & Weidemann, A. " An inherent-optical-property-centered approach to correct the angular effects in water-leaving radiance" Applied Optics 50-19, 3155-3167, (2011)
11
Lee, Z. P., K. L. Carder, R. Arnone, "Deriving inherent optical properties from water color: A multi-band quasi-analytical algorithm for optically deep waters" Appl. Opt. 41, 5755-5772.25, (2002)
12
Lee, Z., Ahn, Y. H., Mobley, C., & Arnone, R. " Removal of surface-reflected light for the measurement of remote-sensing reflectance from an above-surface platform" Optics Express, 18(25), 26313-26324, (2010)
13
Lee, Z. P., Du, K. P., & Arnone, R. ." A model for the diffuse attenuation coefficient of downwelling irradiance" Journal of Geophysical Research Oceans, 110, C2, (2005)
14
.O'Reilly, J. E., S. Maritorena, B. G. Mitchell, D. A. Siegel, K. L. Carder, S. A. Garver, M. Kahru, C. McClain , " Ocean color chlorophyll algorithms for SeaWiFS", J. Geophys. Res., 103(C11), 24937–24953, doi:10.1029/98JC02160.(1998)
15
. Wang, M, L. Jiang, S. Son, W. Shi, "Ocean Diurnal variations measured by the Korean Geostationary Ocean Color Imager" CoRP 9th Annual Science Symposium, Madison WI, July 24m .(2013)
16
Werdell, P.J, Franz, B.A. Bailey, S.W. Feldman G.C. 15 co-authors, "Generalized ocean color inversion model for retrieving marine inherent optical properties" Applied Optics 52, 2019-2037, (2013)
17
Yang, H.; Arnone, R., Jolliff, J.; "Estimating Advective near –surface currents from ocean color satellite images" Remote Sensing of Environment Volume 158, 1–14 (2015)
18
Zibordi, G., Mélin, F., Berthon, J. F., Holben, B., Slutsker, I., Giles, D., ... & Fabbri, B. E. "AERONET-OC: a network for the validation of ocean color primary products" Journal of Atmospheric and Oceanic Technology 26-8, 1634-1651, (2009)
Full text of this article:
Download pdf
Citation

Robert Arnone ; Ryan Vandermeulen ; Sherwin Ladner ; Michael Ondrusek ; Charles Kovach ; Haoping Yang and Joseph Salisbury
" Diurnal changes in ocean color in coastal waters ", Proc. SPIE 9827, Ocean Sensing and Monitoring VIII, 982711 (May 17, 2016); doi:10.1117/12.2241018; http://dx.doi.org/10.1117/12.2241018


Figures

Tables

1
Arnone, R., S. Ladner, G. Fargion, P. Martinolich, R. Vandermeulen, J. Bowers, and A. Lawson, "Monitoring bio-optical processes using NPP-VIIRS and MODIS-Aqua ocean color products," Proc. SPIE 8724, Ocean Sensing and Monitoring V, 87240Q (June 3, 2013), http://dx.doi.org/10.1117/12.2018180. (2013)
2
Arnone, R.; Vandermeulen, R.; Ladner, S.; Bowers, J.; Martinolich, M.; Fargion, F.; Ondrusek, M. "Sensitivity of calibration gains to ocean color processing in coastal and open waters using ensembles members for NPP-VIIRS " Proc. SPIE 9111, Ocean Sensing and Monitoring VI, 911101 http://dx.doi.org/10.1117/12.2053409 (2014)
3
Arnone, R., H. Loisel, K. Carder, E. Boss, S. Maritorena, and Z. Lee, "Chapter 13, Examples of IOP Applications in IOCCG . Remote Sensing of Inherent Optical Properties: Fundamentals, Tests of Algorithms, and Applications" International Ocean-Colour Coordinating Group, 5, IOCCG, Dartmouth, Canada (2006)
4
Arnone, R A., R. Parsons, D. S. Ko, B. J. Casey, S. Ladner, R. H. Preller, C. M. Hall, "Physical and Bio-Optical Processes in the Gulf of Mexico--Linking Real-Time Circulation Models and Satellite Bio-Optical and SST Properties" NAVAL RESEARCH LAB Report 7330 05 5226 (2005)
5
Bailey,S.W. ,P.J. Werdell, "A multi-sensor approach for the on-orbit validation of ocean color satellite data products" Remote Sensing of Environment 102, 12-23, (2006)
6
Curran, K., P. Hill, T. Milligan., O Mikkelsen, B. Law, X. Durrieu de Madron, F. Bourrin. , "Settling velocity, effective density, and mass composition of suspended sediment in a coastal bottom boundary layer, Gulf of Lions, France" Continental Shelf Research 27,1408-1421, ( 2007)
7
Hlaing, S., Harmel, T., Gilerson, A., Foster, R., Weidemann, A., Arnone, R., Ahmed, S.. "Evaluation of the VIIRS ocean color monitoring performance in coastal regions" Remote Sensing of Environment, 139, 398-414, (2013)
8
. Holben, B. N., Eck, T. F., Slutsker, I., Tanre, D., Buis, J. P., Setzer, A, & Lavenu, F. . "AERONET—A federated instrument network and data archive for aerosol characterization" Remote sensing of Environment, 66 , 1-16, (1998)
9
Ladner, S., R. Arnone, P. Martinolich, J. Bowers, A. Lawson, R. Vandermuelen, R. Crout. "Temporal Assessment of the Calibration and Accuracy of VIIRS Radiometric (SDR) and Ocean Color Products (EDR) at MOBY and WavCIS ( Aeronet-OC)" NOAA STAR JPSS Annual Science August Meetings. 4, (2015)
10
Lee, Z. P., Du, K., Voss, K. J., Zibordi, G., Lubac, B., Arnone, R., & Weidemann, A. " An inherent-optical-property-centered approach to correct the angular effects in water-leaving radiance" Applied Optics 50-19, 3155-3167, (2011)
11
Lee, Z. P., K. L. Carder, R. Arnone, "Deriving inherent optical properties from water color: A multi-band quasi-analytical algorithm for optically deep waters" Appl. Opt. 41, 5755-5772.25, (2002)
12
Lee, Z., Ahn, Y. H., Mobley, C., & Arnone, R. " Removal of surface-reflected light for the measurement of remote-sensing reflectance from an above-surface platform" Optics Express, 18(25), 26313-26324, (2010)
13
Lee, Z. P., Du, K. P., & Arnone, R. ." A model for the diffuse attenuation coefficient of downwelling irradiance" Journal of Geophysical Research Oceans, 110, C2, (2005)
14
.O'Reilly, J. E., S. Maritorena, B. G. Mitchell, D. A. Siegel, K. L. Carder, S. A. Garver, M. Kahru, C. McClain , " Ocean color chlorophyll algorithms for SeaWiFS", J. Geophys. Res., 103(C11), 24937–24953, doi:10.1029/98JC02160.(1998)
15
. Wang, M, L. Jiang, S. Son, W. Shi, "Ocean Diurnal variations measured by the Korean Geostationary Ocean Color Imager" CoRP 9th Annual Science Symposium, Madison WI, July 24m .(2013)
16
Werdell, P.J, Franz, B.A. Bailey, S.W. Feldman G.C. 15 co-authors, "Generalized ocean color inversion model for retrieving marine inherent optical properties" Applied Optics 52, 2019-2037, (2013)
17
Yang, H.; Arnone, R., Jolliff, J.; "Estimating Advective near –surface currents from ocean color satellite images" Remote Sensing of Environment Volume 158, 1–14 (2015)
18
Zibordi, G., Mélin, F., Berthon, J. F., Holben, B., Slutsker, I., Giles, D., ... & Fabbri, B. E. "AERONET-OC: a network for the validation of ocean color primary products" Journal of Atmospheric and Oceanic Technology 26-8, 1634-1651, (2009)

MultiMedia


NOTE:
Citing articles are presented as examples only. In non-demo SCM6 implementation, integration with CrossRef’s "Cited By" API will populate this tab (http://www.crossref.org/citedby.html).
Compression-Only CPR: Pushing the Science Forward
Cone
AAM 2010;304:1493-1495.
All you need to read in the other general jounals
BMJ 2010;341:c5893-c1494.

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging & repositioning the boxes below.

Related Book Chapters

Topic Collections

Advertisement
SPIE © 1962 - 2017. All Rights Reserved.
  • Don't have an account?
  • Subscribe to the SPIE Digital Library
  • Create a FREE account to sign up for Digital Library content alerts and gain access to institutional subscriptions remotely.
Access This Proceeding
You don't have access to view full content.

If you believe you should have access to this article through your institution, click here to try again.
Access This Chapter

Your library does not currently subscribe to eBooks on the SPIE Digital Library. Print or electronic versions of individual SPIE books may be purchased via SPIE.org.