Abstract
The paper investigates the impact of atmospheric dust deposition on ocean biological productivity in association with oceanic supply of nutrients over specific regions of the Arabian Sea (20°N, 69°E) and the Bay of Bengal (20°N, 87°E) during wintertime (November–March) from the year 2012 to 2017 using satellite-based observations. During winter, selected regions are characterized by higher Chlorophyll-a (Chl-a) and major oceanic vertical supply of nutrients. Moderate Resolution Imaging Spectroradiometer onboard Aqua space-platform is used to obtain Chl-a and aerosol optical depth (AOD) data. Blended Chl-a daily product from various satellite sensors is also used. There are a total of nine cases (seven cases of the Arabian Sea region and two cases of the Bay of Bengal region) where episodic Chl-a enhancements following high AOD values are observed. Chl-a maxima lag behind AOD maxima by 1 to 4 days. Modern-Era Retrospective analysis for Research and Applications (Version-2) is used for AOD and dust deposition flux estimation. Estimated dust deposition flux ranges between 0.44 and 27.68 mg m−2 day−1.
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References
Aboobacker VM, Vethamony P, Rashmi R (2011) “Shamal” swells in the Arabian Sea and their influence along the west coast of India. Geophys Res Lett 38(3)
Ackerman SA, Cox SK (1988) Dust outbreaks associated with the southwest monsoon region. Meteorog Atmos Phys 41:19–34
Ackerman SA, Cox SK (1989) Surface weather observations of atmospheric dust over the southwest summer monsoon region. Meteorog Atmos Phys 41:19–34
Babu SS et al (2013) Trends in aerosol optical depth over Indian region: Potential causes and impact indicators. J Geophys Res Atmos 118:11,794–11,806. https://doi.org/10.1002/2013JD020507
Baker AR, Kelly SD, Biswas KF, Witt M, Jickells TD (2003) Atmospheric deposition of nutrients to the Atlantic Ocean. Geophys Res Lett 30:2296
Bali K, Mishra AK, Singh S, Chandra S, Lehahn Y (2019) Impact of dust storm on phytoplankton bloom over the Arabian Sea: a case study during March 2012. Environ Sci Pollut Res:1–11
Banerjee P, Prasanna Kumar S (2014) Dust-induced episodic phytoplankton blooms in the Arabian Sea during winter monsoon. J Geophys Res Oceans 119:7123–7138
Banzon VF, Evans RE, Gordon HR, Chomko RM (2004) SeaWiFS observations of the Arabian Sea southwest monsoon bloom for year 2000. Deep-Sea Res Part II 51:189–208
Bosilovich, M. G., R. Lucche,si, and M. Suarez, 2016: MERRA-2: file specification. GMAO Office Note No 9 (Version 1.1), 73 pp, available from http://gmao.gsfc.nasa.gov/pubs/office_notes
Cropp RA, Gabric AJ, McTanish H, Braddock RD, Tindale N (2005) Coupling between ocean biota and atmospheric aerosols: dust, dimethylsulphide or artifact? Glob Biogeochem Cycles 19:GB4002
Dey S, Singh RP (2003) Comparison of chlorophyll distributions in the northeastern Arabian Sea and southern Bay of Bengal using IRS-P4 ocean color monitor data. Remote Sens Environ 85:424–428
Duce RA, Tindale NW (1991) The atmospheric transport of iron and its deposition in the ocean. Limnol Oceanogr 36:1715–1726
Fan SM, Moxim WJ, Levy H (2006) Aeolian input of bio-available iron to the ocean. Geophys Res Lett 33:L07602
Geetika T, 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 39:1575–1592
Gelaro R, McCarty W, Suárez MJ, Todling R, Molod A, Takacs L, Wargan K (2017) The modern-era retrospective analysis for research and applications, version 2 (MERRA-2). J Clim 30:5419–5454
Goudie AS, Middleton NJ (2006) Desert dust in the global system. Springer, Berlin, pp 117–133
Hubanks P, Platnick S, King, M and Ridgway (2019) MODIS atmosphere L3 gridded product algorithm theoretical basis document & users guide products: 08_D3, 08_E3, 08_M3
Hutchins DA, Bruland KW (1998) Iron-limited diatom growth and Si:N uptake ratios in a coastal upwelling regime. Nature 393:561–564
Kaskaoutis DG, Kharol SK, Sinha PR, Singh RP, Badarinath KVS, Mehdi W, Sharma M (2011) Contrasting aerosol trends over South Asia during the last decade based on MODIS observations. Atmos Meas Tech Discuss 4(5275):5323. https://doi.org/10.5194/amtd-4-5275-2011
Kaskaoutis DG, Kumar Kharol S, Sinha PR, Singh RP, Kambezidis HD, Rani Sharma A, Badarinath KVS (2011b) Extremely large anthropogenic-aerosol contribution to total aerosol load over the Bay of Bengal during winter season. Atmos Chem Phys 11:7097–7117
Kaskaoutis DG, Singh RP, Gautam R, Sharma M, Kosmopoul,os PG, Tripathi SN (2012) Variability and trends of aerosol properties over Kanpur, northern India using AERONET data (2001–10). Environ Res Lett 7:024003. https://doi.org/10.1088/1748-9326/7/2/024003
Kaskaoutis, D. G., Gautam, R., Singh, R. P., Houssos, E. E., Goto, D., Singh, S., ... & Holben, B. N. (2012b) Influence of anomalous dry conditions on aerosols over India: transport, distribution and properties. Journal of Geophysical Research: Atmospheres 117: (D9)
Kayetha VK, Kumar S, Prasad AK, Cervone G, Singh RP (2007) Effect of dust storm on ocean color and snow parameters. Journal of the Indian Society of Remote Sensing 35:1
Krishnamurti TN, Jha B, Prospero J, Jayaraman A, Ramanathan V (1998) Aerosol and pollutant transport and their impact on radiative forcing over the tropical Indian Ocean during the January-February 1996 pre-INDOEX cruise. Tellus Ser B Chem Phys Meteorol 50:521–542
Levy RC, Remer LA, Kleidman RG, Mattoo S, Ichoku C, Kahn R, Eck TF (2010) Global evaluation of the collection 5 MODIS dark-target aerosol products over land. Atmos Chem Phys 10(21):10399–10420
Madhupratap M, Prasanna Kumar S, Bhattathiri PMA, Dileep Kumar M, Raghukumar S, Nair KKC, Ramaiah N (1996) Mechanism of the biological response to winter cooling in the northeastern Arabian Sea. Nature 384:549–552
Mahowald N, Baker A, Bergametti G, Brooks N, Duce R, Jickells T, Kubilay N, Prospero J, Tegen I (2005) Atmospheric global dust cycle and iron inputs to the ocean. Glob Biogeochem Cycles 19:GB4025. https://doi.org/10.1029/2004GB002402
Mathur, A., B. S. Iswari Srinivasan, A. S. Gohil, and V. K. Agarwal (2006) Development of sea surface temperature retrieval algorithm for INSAT-3D. In: T. N. Krishnamurti, B. N. Goswami and Toshiki Iwasaki (eds) International society for optics and photonics. Asia-Pacific Remote Sensing Symposium. SPIE. doi:https://doi.org/10.1117/12.693546
Measures CI, Vink S (1999) Seasonal variations in the distribution of Fe and Al in the surface waters of the Arabian Sea. Deep-Sea Res II Top Stud Oceanogr 46:1577–1595
Meskhidze N, Chameides WL, Nenes A (2005) Dust and pollution: a recipe for enhanced ocean fertilization? J Geophys Res 110:D03301. https://doi.org/10.1029/2004JD005082
Moore TS, Campbell JW, Dowell MD (2009) A class-based approach to characterizing and mapping the uncertainty of the MODIS Ocean chlorophyll product. Remote Sens Environ 113:2424–2430
Notaro M, Yu Y, Kalashnikova OV (2015) Regime shift in Arabian dust activity, triggered by persistent fertile crescent drought. J Geophys Res Atmos 120:10,229–10,249. https://doi.org/10.1002/2015JD023855
Patel PN, Dumka UC, Kaskaoutis DG, Babu KN, Mathur AK (2017) Optical and radiative properties of aerosols over Desalpar, a remote site in western India: source identification, modification processes and aerosol type discrimination. Sci Total Environ 575:612–627
Patra PK, Kumar MD, Mahowald N, Sarma VVSS (2007) Atmospheric deposition and surface stratification as controls of contrasting chlorophyll abundance in the North Indian Ocean. J Geophys Res 112:C05029. https://doi.org/10.1029/2006JC003885
Prasanna Kumar S, Prasad TG (1996) Winter cooling in the Arabian Sea. Curr Sci 71:834–841
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 29:2235. https://doi.org/10.1029/2002GL016013
Prospero JM, Ginoux P, Torres O, Nicholson SE, Gill TE (2002) Environmental characterization of global sources of atmospheric soil dust identified with the NIMBUS 7 total ozone mapping spectrometer (TOMS) absorbing aerosol product. Rev Geophys 40:1002. https://doi.org/10.1029/2000RG000095
Rajeev K, Ramanathan V, Meywerk J (2000) Regional aerosol distribution and its long-range transport over the Indian Ocean. J Geophys Res-Atmos 105(D2):2029–2043
Ramanathan V, Crutzen PJ, Kiehl JT, Rosenfeld D (2001) Aerosols, climate and hydrological cycle. Science 294:2119–2124
Ramaswamy V (2014) Influence of tropical storms in the Northern Indian Ocean on dust entrainment and long-range transport. In typhoon impact and crisis management (pp. 149–174). Springer, Berlin, Heidelberg
Rashki A, Kaskaoutis DG, Goudie AS, Kahn RA (2013) Dryness of ephemeral lakes and consequences for dust activity: the case of the Hamoun drainage basin, southeastern Iran. Sci Total Environ 463–464:552–564
Rashki A, Kaskaoutis DG, Mofidi A, Minvielle F, Chiapello I, Legrand M, Francois P (2019) Effects of monsoon, Shamal and Levar winds on dust accumulation over the Arabian Sea during summer–the July 2016 case. Aeolian Res 36:27–44
Remer LA, Tanre D, Kaufman YJ, Ichoku C, Mattoo S, Levy R, Chu DA, Holben B, Dubovik O, Smirnov A, Martins JV (2002) Validation of MODIS aerosol retrieval over ocean. Geophys Res Lett 29:8008
Schepanski, Tegen KI, Macke A (2009) Saharan dust transport and deposition towards the tropical northern Atlantic. Atmos Chem Phys 9:1173–1189. https://doi.org/10.5194/acp-9-1173-2009
Siefert R, Johansen AM, Hoffmann MR (1999) Chemical characterization of ambient aerosol collected during the southwest monsoon and intermonsoon seasons over the Arabian Sea: labile-Fe (II) and other trace metals. J Geophys Res 104:3511–3526
Singh RP, Chaturvedi P (2010) Comparison of chlorophyll concentration in the Bay of Bengal and the Arabian Sea using IRS-P4 OCM and MODIS aqua. Indian J Mar Sci 39:334–340
Singh RP, Prasad AK, Kayetha VK, Kafatos M (2008) Enhancement of oceanic parameters associated with dust storms using satellite data. J Geophys Res 113:C11008. https://doi.org/10.1029/2008JC004815
Sinha PR, Manchanda RK, Kaskaoutis DG, Sreenivasan S, Moorthy KK, Babu SS (2011) Spatial heterogeneities in aerosol size distribution over Bay of Bengal during winter-ICARB experiment. Atmos Environ 45:4695–4706
Smith SL (2001) Understanding the Arabian Sea: reflections on the 1994–1996 Arabian Sea expedition. Deep-Sea Res II Top Stud Oceanogr 48:1385–1402
Srinivas B, Sarin MM (2014) PM2. 5, EC and OC in atmospheric outflow from the Indo-Gangetic Plain: temporal variability and aerosol organic carbon-to-organic mass conversion factor. Sci Total Environ 487:196–205
Srinivas B, Sarin M, Kumar A (2011) Impact of anthropogenic sources on aerosol iron solubility over the Bay of Bengal and the Arabian Sea. Biogeochem 110:257–268. https://doi.org/10.1007/s10533-011-9680-1
Sunda WG, Hunstsman SA (1997) Interrelated influence of iron, light cell size on marine phytoplankton growth. Nature 390:389–392
Tan SC et al (2016) Transport of east Asian dust storms to the marginal seas of China and the southern North Pacific in spring 2010. Atmos Environ. https://doi.org/10.1016/j.atmosenv.2016.10.054
Tilstone GH, Lotliker AA, Miller PI, Ashraf PM, Kumar TS, Suresh T et al (2013) Assessment of MODIS-aqua chlorophyll-a algorithms in coastal and shelf waters of the eastern Arabian Sea. Cont Shelf Res 65:14–26
Yuan W, Zhang J (2006) High correlations between Asian dust events and biological productivity in the western North Pacific. Geophys Res Lett 33:L07603. https://doi.org/10.1029/2005GL025174
Acknowledgments
The authors gratefully express their sincere gratitude to Shri D.K. Das, Director, Space Applications Centre (SAC) and Dr. Rajkumar, Deputy Director (EPSA, SAC), for the encouragement to carry out this study. Authors are also grateful to Dr. A.K. Mathur, Head (CVD, SAC), for providing the unconditional support and suggestions for betterment of this work.
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Tyagi, G., Babu, K. & Solanki, H.A. Monitoring bio-optical response of coastal waters surrounding the Indian subcontinent to atmospheric dust deposition using satellite data. Environ Sci Pollut Res 27, 5523–5535 (2020). https://doi.org/10.1007/s11356-019-07134-2
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DOI: https://doi.org/10.1007/s11356-019-07134-2