Daytime and Nighttime Sea Surface Temperature (SST) along with Diurnal Variability (D-SST) in the Northern Bay of BengalA Remote Sensing Approach

  1. Md Shahin Hossain Shuva 1
  2. Md Rony Golder 2
  3. Muhammad Abdur Rouf 2
  4. Mohammad Muslem Uddin 3
  5. Joyanta Bir 2
  1. 1 University of Chittagon
  2. 2 Khulna University
    info

    Khulna University

    Khulna, Bangladesh

    ROR https://ror.org/05pny7s12

  3. 3 University of Chittagong
    info

    University of Chittagong

    Chittagong, Bangladesh

    ROR https://ror.org/01173vs27

Mostrar afiliaciones +
Revista:
Thalassas: An international journal of marine sciences

ISSN: 0212-5919

Año de publicación: 2022

Volumen: 38

Número: 1

Páginas: 697-708

Tipo: Artículo

DIALNET GOOGLE SCHOLAR

Otras publicaciones en: Thalassas: An international journal of marine sciences

Resumen

This study examined daytime and nighttime sea surface temperature (SST) and its diurnal variability (D-SST) in three regions of the northern Bay of Bengal (BoB) during 2000–2019 by using MODIS Terra satellite data. An increasing trend of SST was observed in the Bangladesh coast, outer coast, and ofshore. The trend was ranged around 0.10–0.16 °C per decade during daytime and 0.18–0.27 °C per decade during nighttime. The increased SST in the study area may be attributed due to rapid industrialization and global warming. Monthly SST represented four successive phases, such as warming-cooling and warming-cooling, which started in February. Month wise SST concentrations varied from 29.74 °C to 23.32 °C during nighttime and 29.613 °C to 23.446 °C during daytime in the northern BoB. The comparative SST among three diferent stations showed that annual ofshore SST was higher during daytime and lower during nighttime than the outer & Bangladesh coast. Annual daytime maximum and minimum SST were observed at 28.45 °C and 27.27 °C, respectively. During the nighttime, it was ranged from 28.33 °C to 27.05 °C. The presence of nearby landmass may be the factor behind the variation of SST during day and nighttime. About 65–80% of monthly D-SST and 70–80% of annual D-SST value was recorded below 0.3 °C in our study area. A signifcantly (p<0.001) moderate correlation (r=0.54) was found between the MODIS Terra satellite data and NODC in-situ data.

Referencias bibliográficas

  • Abhiya AM, Minu S, Ramachandrankizhur. (2015) Salient Long-term Observations of SST along Kerala Coast and its Comparative Variation with Lakshadweep Coast. Aquatic Procedia 4(October):556–562. https://doi.org/10.1016/j.aqpro.2015.02.072
  • Bellenger H, Duvel J-P (2009) An analysis of tropical ocean diurnal warm layers. J Clim 22(13):3629–3646
  • Bhat GS, Gadgil S, Hareesh Kumar PV, Kalsi SR, Madhusoodanan P, Murty VSN, Prasada Rao CVK, Babu VR, Rao LVG, Rao RR (2001) BOBMEX: The Bay of Bengal monsoon experiment. Bull Am Meteor Soc 82(10):2217–2244
  • Brunke MA, Zeng X, Misra V, Beljaars A (2008) Integration of a prognostic sea surface skin temperature scheme into weather and climate models. Geophys Res Atmosp 113(D21).
  • Casey KS, Cornillon P (1999) A comparison of satellite and in situ–based sea surface temperature climatologies. J Clim 12(6):1848–1863
  • Change IPOC (1990) Climate change: the IPCC scientific assessment. Mass, Cambridge
  • Dasgupta S, Laplante B, Meisner C, Wheeler D, Yan J (2007) The impact of sea level rise on developing countries: a comparative analysis. The World Bank
  • Dinesh Kumar PK, Paul YS, Muraleedharan KR, Murty VSN, Preenu PN (2016) Comparison of long-term variability of Sea Surface Temperature in the Arabian Sea and Bay of Bengal. Regional Stud Marine Sci 3:67–75. https://doi.org/10.1016/j.rsma.2015.05.004
  • Donlon CJ, Minnett PJ, Gentemann C, Nightingale TJ, Barton IJ, Ward B, Murray MJ (2002) Toward improved validation of satellite sea surface skin temperature measurements for climate research. J Clim 15(4):353–369
  • Eastwood S, Le Borgne P, Péré S, Poulter D (2011) Diurnal variability in sea surface temperature in the Arctic. Remote Sens Environ 115(10):2594–2602
  • Gentemann CL, Minnett PJ, Le Borgne, P, Merchant CJ (2008) Multi‐satellite measurements of large diurnal warming events. Geophys Res Lett 35(22)
  • Gentemann CL, Minnett PJ, Sienkiewicz J, Demaria M, Cummings J, Jin Y, Doyle JD, Gramer L, Barron CN, Casey KS (2009) MISST: the multi-sensor improved sea surface temperature project. Oceanography 22(2):76–87
  • Gong S, Wong K (2018) Spatio-temporal analysis of sea surface temperature in the East China Sea using TERRA/MODIS products data. Sea Level Rise Coast Infrastruct 213–227
  • Hepplewhite CL (1989) Remote observation of the sea surface and atmosphere The oceanic skin effect. Int J Remote Sens 10(4–5):801–810
  • Hsu J, Hendon H, Feng M, Zhou X (2019) Magnitude and phase of diurnal SST variations in the ACCESS-S1 model during the suppressed phase of the MJOs. J Geophys Res Oceans 124(12):9553–9571
  • Jaswal AK, Singh V, Bhambak SR (2012) Relationship between sea surface temperature and surface air temperature over Arabian Sea, Bay of Bengal and Indian Ocean. J Ind Geophys Union 16(2):41–53
  • Kamykowski D, Milligan EJ, Reed RE (1998) Relationships between geotaxis/phototaxis and diel vertical migration in autotrophic dinoflagellates. J Plankton Res 20(9):1781–1796
  • Kawai Y, Wada A (2007) Diurnal sea surface temperature variation and its impact on the atmosphere and ocean: A review. J Oceanogr 63(5):721–744
  • Khan TMA, Singh OP, Rahman MDS (2000) Recent sea level and sea surface temperature trends along the Bangladesh coast in relation to the frequency of intense cyclones. Mar Geodesy 23(2):103–116
  • Kilpatrick KA (2013) Climate Algorithm Theoretical Basis Document (C-ATBD): Pathfinder SST. CDRP-ATBD-0099 v2
  • Kilpatrick KA, Podesta GP, Evans R (2001) Overview of the NOAA/NASA advanced very high resolution radiometer Pathfinder algorithm for sea surface temperature and associated matchup database. J Geophys Res Oceans 106(C5):9179–9197
  • Kilpatrick KA, Podestá G, Walsh S, Williams E, Halliwell V, Szczodrak M, Brown OB, Minnett PJ, Evans R (2015) A decade of sea surface temperature from MODIS. Remote Sens Environ 165:27–41
  • Kucera M (2019) Determination of past sea surface temperatures. Elsevier Inc., In Encyclopedia of Ocean Sciences (Issue July). https://doi.org/10.1016/B978-0-12-409548-9.11384-3
  • Levitus S (1982) Climatological atlas of the world ocean (Vol. 13). US Department of Commerce, National Oceanic and Atmospheric Administration
  • Minnett PJ (2019) Satellite remote sensing of sea surface temperatures. Elsevier Inc., In Encyclopedia of Ocean Sciences (Issue June). https://doi.org/10.1016/B978-0-12-409548-9.04340-2
  • Mujumdar M, Salunke K, Rao SA, Ravichandran M, Goswami BN (2010) Diurnal cycle induced amplification of sea surface temperature intraseasonal oscillations over the Bay of Bengal in summer monsoon season. IEEE Geosci Remote Sens Lett 8(2):206–210
  • Notarstefano G, Mauri E, Poulain P-M (2006) Near-surface thermal structure and surface diurnal warming in the Adriatic Sea using satellite and drifter data. Remote Sens Environ 101(2):194–211
  • Prasanna Kumar S, Muraleedharan PM, Prasad TG, Gauns M, Ramaiah N, De Souza SN, Sardesai S, Madhupratap M (2002) Why is the Bay of Bengal less productive during summer monsoon compared to the Arabian Sea? Geophys Res Lett 29(24):81–88
  • Qin H, Chen G, Wang W, Wang D, Zeng L (2014) Validation and application of MODIS-derived SST in the South China Sea. Int J Remote Sens 35(11–12):4315–4328. https://doi.org/10.1080/01431161.2014.916439
  • Sarangi RK, Devi KN (2017) Space-based observation of chlorophyll, sea surface temperature, nitrate, and sea surface height anomaly over the Bay of Bengal and Arabian Sea. Adv Space Res 59(1):33–44. https://doi.org/10.1016/j.asr.2016.08.038
  • Sea Surface Temperature : Ocean Health Index. (n.d.)
  • Shenoi SSC, Nasnodkar N, Rajesh G, Joseph KJ, Suresh I, Almeida AM (2009) On the diurnal ranges of Sea Surface Temperature (SST) in the north Indian Ocean. J Earth Syst Sci 118(5):483
  • Shetye SR, Gouveia AD, Shankar D, Shenoi SSC, Vinayachandran PN, Sundar D, Michael GS, Nampoothiri G (1996) Hydrography and circulation in the western Bay of Bengal during the northeast monsoon. J Geophys Res Oceans 101(C6):14011–14025
  • Singh OP (2012) Satellite derived sea surface temperature variability in the Bay of Bengal. Mausam 63(1):71–76
  • Singh P, Chowdary JS, Gnanaseelan C (2013) Impact of prolonged La Niña events on the Indian Ocean with a special emphasis on southwest Tropical Indian Ocean SST. Global Planet Change 100:28–37
  • Sohou Z, Koné V, Da-Allada YC, Djakouré S, Bourlès B, Racape V, Degbe G, Adje C (2020) Seasonal and inter-annual ONSET Sea Surface Temperature variability along the northern coast of the Gulf of Guinea. Regional Stud Marine Sci 35:101129. https://doi.org/10.1016/j.rsma.2020.101129
  • Strong AE, Liu G, Meyer J, Hendee JC, Sasko D (2004) Coral reef watch 2002. Bull Mar Sci 75(2):259–268
  • Tanahashi S, Kawamura H, Takahashi T, Yusa H (2003) Diurnal variations of sea surface temperature over the wide‐ranging ocean using VISSR on board GMS. J Geophys Res Oceans 108(C7)
  • Townsend DW, Bennett SL, Thomas MA (2005) Diel vertical distributions of the red tide dinoflagellate Alexandrium fundyense in the Gulf of Maine. Deep Sea Res Part II 52(19–21):2593–2602
  • Tyagi G, Babu KN, Mathur AK, Solanki HA (2018) INSAT-3D and MODIS retrieved sea surface temperature validation and assessment over waters surrounding the Indian subcontinent. Int J Remote Sens 39(5):1575–1592
  • Van der Leeden P (2015) In situ validation of satellite sea surface temperature measurements in a northern california upwelling area (Issue 2 (22)). San Francisco State University
  • Vecchi GA, Harrison DE (2002) Monsoon breaks and subseasonal sea surface temperature variability in the Bay of Bengal. J Clim 15(12):1485–1493
  • Vinayachandran PN, Neema CP, Mathew S, Remya R (2012) Mechanisms of summer intraseasonal sea surface temperature oscillations in the Bay of Bengal. J Geophys Res Oceans 117(C1)
  • Walton CC, Pichel WG, Sapper JF, May DA (1998) The development and operational application of nonlinear algorithms for the measurement of sea surface temperatures with the NOAA polar-orbiting environmental satellites. J Geophys Res Oceans 103(C12):27999–28012. https://doi.org/10.1029/98JC02370
  • Wang S, Tang D (2010) Remote sensing of day/night sea surface temperature difference related to phytoplankton blooms. Int J Remote Sens 31(17–18):4569–4578
  • Wick GA, Bates JJ, Scott DJ (2002) Satellite and skin-layer effects on the accuracy of sea surface temperature measurements from the GOES satellites. J Atmos Oceanic Tech 19(11):1834–1848
  • Zhang H, Beggs H, Majewski L, Wang XH, Kiss A (2016) Investigating sea surface temperature diurnal variation over the Tropical Warm Pool using MTSAT-1R data. Remote Sens Environ 183:1–12
Fuente de los datos: Dialnet