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Research article

Automatic detection and tracking polar lows from synthetic aperture radar and radiometer observations

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Pages 4672-4691 | Received 20 Feb 2024, Accepted 30 May 2024, Published online: 01 Jul 2024

References

  • Beucher, S., and C. Lantuejoul. 1979. “Use of Watersheds in Contour Detection.” Proc. Int. Workshop Image Processing, Real-Time Edge and Motion Detection/Estimation, 17–21. Rennes, France, Sept.
  • Blechschmidt, A.-M. 2008. “A 2-Year Climatology of Polar Low Events Over the Nordic Seas from Satellite Remote Sensing.” Geophysical Research Letters 35 (9): L09815. https://doi.org/10.1029/2008GL033706.
  • Bobylev, L. P., E. V. Zabolotskikh, L. M. Mitnik, and M. L. Mitnik. 2011. “Arctic Polar Low Detection and Monitoring Using Atmospheric Water Vapor Retrievals from Satellite Passive Microwave Data.” IEEE Transactions on Geoscience & Remote Sensing 49 (9): 3302–3310. https://doi.org/10.1109/TGRS.2011.2143720.
  • Bracegirdle, T. J., and S. L. Gray. 2008. “An Objective Climatology of the Dynamical Forcing of Polar Lows in the Nordic Seas.” International Journal of Climatology 28 (14): 1903–1919. https://doi.org/10.1002/joc.1686.
  • Cloud, C., N. M. Mognard, K. B. Katsaros, A. Chedin, and N. A. Scott. 1993. “Satellite Observations of a Polar Low Over the Norwegian Sea by Special Microwave Imager, Geosat, and TIROS-N Operational Vertical Sounder.” Journal of Geophysical Research: Oceans 98 (C8): 14487–14506. https://doi.org/10.1029/93JC00650.
  • Emanuel, K. A., and R. Rotunno. 1989. “Polar Lows As Arctic Hurricanes.” Tellus A: Dynamic Meteorology and Oceanography 41A (1): 1–17. https://doi.org/10.3402/tellusa.v41i1.11817.
  • Fan, S., B. Zhang, A. Mouche, W. Perrie, J. A. Zhang, and G. Zhang. 2020. “Estimation of Wind Direction in Tropical Cyclones Using C-Band Dual-Polarization Synthetic Aperture Radar.” IEEE Transactions on Geoscience and Remote Sensing 58 (2): 1450–1462. https://doi.org/10.1109/TGRS.2019.2946885.
  • Furevik, B. R., H. Schyber, G. Noer, F. Tveter, and J. Rohrs. 2015. “ASAR and ASCAT in Polar Low Situations.” Journal of Atmospheric and Oceanic Technology 32 (4): 783–792. https://doi.org/10.1175/JTECH-D-14-00154.1.
  • Golubkin, P., J. Smirnova, and L. Bobylev. 2021. “Satellite-Derived Spatio-Temporal Distribution and Parameters of North Atlantic Polar Lows for 2015–2017.” Atmosphere 12 (2): 224. https://doi.org/10.3390/atmos12020224.
  • Grahn, J., and F. M. Bianchi. 2022. “Recognition of Polar Lows in Sentinel-1 SAR Images with Deep Learning.” IEEE Transactions on Geoscience and Remote Sensing 60:4209512. https://doi.org/10.1109/TGRS.2022.3204886.
  • Hersbach, H. 2010. “Comparison of C-Band Scatterometer CMOD5.N Equivalent Neutral Winds with ECMWF.” Journal of Atmospheric and Oceanic Technology 27 (4): 721–736. https://doi.org/10.1175/2009JTECH0698.1.
  • Krinitskiy, M., P. Verezemskaya, K. Grashchenkov, N. Tilinina, S. Gulev, and M. Lazzara. 2018. “Deep Convolutional Neural Networks Capabilities for Binary Classification of Polar Mesocyclones in Satellite Mosaics.” Atmosphere 9 (11): 426. https://doi.org/10.3390/atmos9110426.
  • Listowski, C., M. Rojo, C. Claud, J. Delanoë, J.-F. Rysman, Q. Cazenave, and G. Noer. 2020. “New Insights into the Vertical Structure of Clouds in Polar Lows, Using Radar-Lidar Satellite Observations.” Geophysical Research Letters 47 (17): e2020GL088785. https://doi.org/10.1029/2020GL088785.
  • Moreno-Ibáñez, M., R. Laprise, and P. Gachon. 2021. “Recent Advances in Polar Low Research: Current Knowledge, Challenges and Future Perspectives.” Tellus A: Dynamic Meteorology and Oceanography 73 (1): 1890412–1890431. https://doi.org/10.1080/16000870.2021.1890412.
  • Morre, G. W. K., and P. W. Vachon. 2002. “A Polar Low Over the Labrador Sea: Interactions with Topography and Upper-Level Potential Vorticity Anomaly, and an Observation by RADARSAT-1 SAR.” Geophysical Research Letters 29 (16): 1773. https://doi.org/10.1029/2001GL014007.
  • Mouche, A., B. Chapron, B. Zhang, and R. Husson. 2017. “Combined Co- and Cross-Polarized SAR Measurements Under Extreme Wind Conditions.” IEEE Transactions on Geoscience & Remote Sensing 55 (12): 6746–6755. https://doi.org/10.1109/TGRS.2017.2732508.
  • Noer, G., O. Saetra, T. Lien, and Y. Gusdal. 2011. “A Climatological Study of Polar Lows in the Nordic Seas.” Quarterly Journal of the Royal Meteorological Society 137 (660): 1762–1772. https://doi.org/10.1002/qj.846.
  • Rasmussen, E. A., and J. Turner. 2003. Polar Lows: Mesoscale Weather Systems in the Polar Regions, 610. Cambridge: Cambridge University Press.
  • Rojo, M., C. Claud, P.-E. Mallet, G. Noer, A. M. Carleton, and M. Vicomte. 2015. “Polar Low Tracks Over the Nordic Seas: A 14-Winter Climatic Analysis.” Tellus A: Dynamic Meteorology and Oceanography 67 (1): 24660. https://doi.org/10.3402/tellusa.v67.24660.
  • Rojo, M., C. Claud, G. Noer, and A. M. Carleton. 2019. “In situ Measurements of Surface Winds, Waves, and Sea State in Polar Low Over the North Atlantic.” Journal of Geophysical Research: Atmospheres 124 (2): 700–718. https://doi.org/10.1029/2017JD028079.
  • Sikora, T. D., K. S. Friedman, W. G. Pichel, and P. Clement-Colon. 2000. “Synthetic Aperture Radar As a Tool for Investigating Polar Mesoscale Cyclones.” Weather and Forecasting 15 (6): 745–758. https://doi.org/10.1175/1520-0434(2000)015<0745:SARAAT>2.0.CO;2.
  • Smirnova, J. E., P. A. Golubkin, L. P. Bobylev, E. V. Zabolotskikh, and B. Chapron. 2015. “Polar Low Climatology Over the Nordic and Barents Seas Based on Satellite Passive Microwave Data.” Geophysical Research Letters 42 (13): 5603–5609. https://doi.org/10.1002/2015GL063865.
  • Soille, P. 2004. Morphological Image Analysis: Principles and Applications. Berlin, Germany: Springer-Verlag.
  • Twitchell, P. F., E. A. Rasmussen, and K. L. Davidson. 1989. Polar and Arctic Lows, 420. Vi. USA: A Deepak Publishing.
  • Xia, L., M. Zahn, K. Hodges, F. Feser, and H. Storch. 2012. “A Comparison of Two Identification and Tracking Methods for Polar Lows.” Tellus A: Dynamic Meteorology and Oceanography 64 (1): 17196. https://doi.org/10.3402/tellusa.v64i0.17196.
  • Zabolotskikh, E. V., L. Bobylev, L. Mitnik, and M. Mitnik. 2010. “Polar Low Study Using Satellite Passive and Active Microwave Remote Sensing.” 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment, IEEE, 167–170. https://doi.org/10.1109/MICRORAD.2010.5559569.
  • Zabolotskikh, E. V., I. A. Gurvich, and B. Chapron. 2015. “New Areas of Polar Lows Over the Arctic As a Result of the Decrease in Sea Ice Extent.” Atmospheric and Oceanic Physics 51 (9): 1021–1033. https://doi.org/10.1134/S0001433815090200.
  • Zabolotskikh, E. V., I. A. Gurvich, and B. Chapron. 2017. “Detectability of the Arctic Polar Lows Over the Barents Sea Ice Edge Using Multi-Sensor Approach.” Progress in Electromagnetics Research Symposium – Fall (PIERS – Fall), IEEE, 2380–2384. https://doi.org/10.1109/PIERS-FALL.2017.8293536.
  • Zahn, M., and H. von Storch. 2008. “Tracking Polar Lows in CLM.” Meteorologische Zeitschrift 17 (4): 445–453. https://doi.org/10.1127/0941-2948/2008/0317.
  • Zappa, G., L. Shaffrey, and K. Hodges. 2014. “Can Polar Lows Be Objectively Identified and Tracked in the ECMWF Operational Analysis and the ERA-Interim Reanalysis?” Monthly Weather Review 142 (8): 2596–2608. https://doi.org/10.1175/MWR-D-14-00064.1.
  • Zhang, B., A. Mouche, Y. Lu, W. Perrie, G. Zhang, and H. Wang. 2019. “A Geophysical Model Function for Wind Speed Retrieval from C-Band HH-Polarized Synthetic Aperture Radar.” IEEE Geoscience and Remote Sensing Letters 16 (10): 1521–1525. https://doi.org/10.1109/LGRS.2019.2905578.
  • Zhang, B., and W. Perrie. 2012. “Cross-Polarized Synthetic Aperture Radar: A New Potential Measurement Technique for Hurricanes.” Bulletin of the American Meteorological Society 93 (4): 531–541. https://doi.org/10.1175/BAMS-D-11-00001.1.
  • Zhang, B., W. Perrie, and Y. He. 2011. “Wind Speed Retrieval from RADARSAT-2 Quad-Polarization Images Using a New Polarization Ratio Model.” Journal of Geophysical Research Oceans 116 (C8): C08008. https://doi.org/10.1029/2010JC006522.
  • Zhang, B., W. Perrie, J. A. Zhang, E. Uhlhorn, and Y. He. 2014. “High Resolution Hurricane Vector Winds from C-Band Dual-Polarization SAR Observations.” Journal of Atmospheric and Oceanic Technology 31 (2): 272–286. https://doi.org/10.1175/JTECH-D-13-00006.1.
  • Zhang, B., Z. Zhu, W. Perrie, J. Tang, and J. A. Zhang. 2021. “Estimating Tropical Cyclone Wind Structure and Intensity from Spaceborne Radiometer and Synthetic Aperture Radar.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14:4043–4050. https://doi.org/10.1109/JSTARS.2021.3065866.
  • Zhang, T. Y., and C. Y. Suen. 1984. “A Fast Parallel Algorithm for Thinning Digital Patterns.” Communications of the ACM 27 (3): 236–239. https://doi.org/10.1145/357994.358023.

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