122
Views
0
CrossRef citations to date
0
Altmetric
Research Article

An improved fusion method for detecting upwelling off the coast of northwest Africa from chlorophyll-a and sea surface temperature satellite images

&
Pages 1110-1120 | Received 23 Feb 2022, Accepted 07 Sep 2022, Published online: 10 Oct 2022

References

  • Benazzouz, A., S. Mordane, A. Orbi, M. Chagdali, K. Hilmi, A. Atillah, J. Lluís Pelegrí, and D. Hervé. 2014. “An Improved Coastal Upwelling Index from Sea Surface Temperature Using Satellite-Based Approach – The Case of the Canary Current Upwelling System.” Continental Shelf Research 81: 38–54.
  • Cayula, J.-F., and P. Cornillon. 1992. “Edge Detection Algorithm for SST Images.” Journal of Atmospheric and Oceanic Technology 9 (1): 67–80.
  • Chaki, N., S. Hossain Shaikh, and K. Saeed . 2014. A Framework for Creating Reference Image for Degraded Document Images. Exploring Image Binarization Techniques, 560: 45-63. Springer. 978-81-322-1907-1 .
  • Chaudhari, S., R. Balasubramanian, and A. Gangopadhyay. 2008. “Upwelling Detection in AVHRR Sea Surface Temperature (SST) Images Using Neural-Network Framework.” In IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, Massachusetts., Vol. 4, IV–926. IEEE.
  • Ekman, V. W. 1905. ”On the Influence of the Earth’s Rotation on Ocean-Currents.” Arkiv for Matematik, Astronomi Och Fysik, Band, arkiv for Matematik, Astronomi Och Fysik, Band 2 (11): 1–52.
  • EL Abidi, Z., K. Minaoui, A. Tamim, and H. Laanaya. 2018. “Delineation of Moroccan Coastal Upwelling Using the Principal Component Analysis Fusion Algorithm on SSC and SST Images.” In 2018 9th International Symposium on Signal, Image, Video and Communications (ISIVC), Rabat, Morocco, 174–178.
  • El Abidi, Z., K. Minaoui, A. Tamim, and H. Laanaya. 2018a. “Detection of Moroccan Coastal Upwelling Using the Alpha Blending Fusion Technique of Sea Surface Chlorophyll Images and Sea Surface Temperature Images.” In 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Susse, Tunisia, 1–5.
  • El Abidi, Z., K. Minaoui, A. Tamim, and H. Laanaya. 2018b. “A Simple Fusion Approach of Chlorophyll Images and Sea Surface Temperature Images for Improving the Detection of Moroccan Coastal Upwelling.” In IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia, Spain, 7208–7211.
  • El Aouni, A., K. Daoudi, K. Minaoui, and H. Yahia. 2020. “Robust Detection of the North-West African Upwelling from SST Images.” IEEE Geoscience and Remote Sensing Letters 18 (4): 573–576.
  • El Aouni, A., V. Garçon, J. Sudre, H. Yahia, K. Daoudi, and K. Minaoui. 2019. “Physical and Biological Satellite Observations of the Northwest African Upwelling: Spatial Extent and Dynamics.” IEEE Transactions on Geoscience and Remote Sensing 58 (2): 1409–1421.
  • El ARbidi, Z., K. Minaoui, A. El Aouni, A. Tamim, and H. Laanaya. 2020. “An Efficient Detection of Moroccan Coastal Upwelling Based on Fusion of Chlorophyll-A and Sea Surface Temperature Images with a New Validation Index.” IEEE Geoscience and Remote Sensing Letters 18 (8): 1322–1326.
  • Freudenthal, T., H. Meggers, J. Henderiks, H. Kuhlmann, A. Moreno, and G. Wefer. 2002. “Upwelling Intensity and Filament Activity off Morocco During the Last 250,000 Years.” Deep Sea Research Part II: Topical Studies in Oceanography 49 (17): 3655–3674.
  • Fritsch, F. N., and R. E. Carlson. 1980. “Monotone Piecewise Cubic Interpolation.” SIAM Journal on Numerical Analysis 17 (2): 238–246.
  • Marcello, J., F. Eugenio, and F. Marques. 2004. “Precise Upwelling and Filaments Automatic Extraction from Multisensorial Imagery.” In IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium, Anchorage, AK, USA, Vol. 3, 2018–2021 vol.3.
  • Marcello, J., F. Marques, and F. Eugenio. 2005. “Automatic Tool for the Precise Detection of Upwelling and Filaments in Remote Sensing Imagery.” IEEE Transactions on Geoscience and Remote Sensing 43 (7): 1605–1616.
  • Marcello, J., F. Marqués, and F. Eugenio. 2005. “Automatic Tool for the Precise Detection of Upwelling and Filaments in Remote Sensing Imagery.” IEEE Transactions on Geoscience and Remote Sensing 43 (7): 1605–1616.
  • Nascimento, S., P. Franco, F. Sousa, J. Dias, and F. Neves. 2012. “Automated Computational Delimitation of SST Upwelling Areas Using Fuzzy Clustering.” Computers & Geosciences 43: 207–216.
  • Oram, J. J., J. C. McWilliams, and K. D. Stolzenbach. 2008. “Gradient-Based Edge Detection and Feature Classification of Sea-Surface Images of the Southern California Bight.” Remote Sensing of Environment 112 (5): 2397–2415.
  • Pelegrí, J.L., A. Marrero-Díaz, A. Ratsimandresy, A. Antoranz, J. Cisneros-Aguirre, C. Gordo, D. Grisolía, et al. 2005. ”Hydrographic Cruises off Northwest Africa: The Canary Current and the Cape Ghir Region.” Journal of Marine Systems 54 (1–4): 39–63.
  • Shafeeque, M., A.N. Balchand, P. Shah, G. George, B.R. Smitha, E. Varghese, A. K. Joseph, S. Sathyendranath, and T. Platt. 2021. “Spatio-Temporal Variability of Chlorophyll-A in Response to Coastal Upwelling and Mesoscale Eddies in the South Eastern Arabian Sea.” International Journal of Remote Sensing 42 (13): 4836–4863.
  • Shah, P., R. Sajeev, K.M. Santhosh, K.J. Thara, K. L. J. Shafeeque Muhammad, and G. George. 2018. “Observed Signals of Upwelling and Downwelling Along the West Coast of India.” Indian Journal of Geo-Marine Sciences 47 (3): 604–612.
  • Shah, P., R. Sajeev, K.J. Thara, G. George, S. A. Muhammad Shafeeque, and T. Platt. 2019. “A Holistic Approach to Upwelling and Downwelling Along the South-West Coast of India.” Marine Geodesy 42 (1): 64–84.
  • Sousa, F. M., S. Nascimento, H. Casimiro, and D. Boutov. 2008. “Identification of Upwelling Areas on Sea Surface Temperature Images Using Fuzzy Clustering.” Remote Sensing of Environment 112 (6): 2817–2823.
  • Tamim, A., K. Minaoui, K. Daoudi, A. Atillah, and D. Aboutajdine. 2014. ”On Detectability of Moroccan Coastal Upwelling in Sea Surface Temperature Satellite Images”. International Symposium on Visual Computing, Las Vegas, United States. 386–395.
  • Tamim, A., K. Minaoui, K. Daoudi, H. Yahia, A. Atillah, S. El Fellah, D. Aboutajdine, and M. El Ansari. 2019. “Automatic Detection of Moroccan Coastal Upwelling Zones Using Sea Surface Temperature Images.” International Journal of Remote Sensing 40 (7): 2648–2666.
  • Troupin, C. 2011. “Study of the Cape Ghir Upwelling Filament Using Variational Data Analysis and Regional Numerical Model.” PhD diss., University of Liège, Liège, Belgium.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.