Decadal Pattern of Spatial and Temporal Variability of Nitrate Along the Southwest Bay of Bengal Using Remote Sensing Techniques
The seasonal and interannual variability of sea surface nitrate was studied in the southwest Bay of Bengal. MODIS-Aqua-derived SST and chlorophyll data are used to develop seasonal nitrate maps for the period of 2002–2017. Seasonally developed nitrate images were validated for the year 2013 with cor...
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Published in | Journal of the Indian Society of Remote Sensing Vol. 47; no. 3; pp. 487 - 495 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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New Delhi
Springer India
07.03.2019
Springer Nature B.V |
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Abstract | The seasonal and interannual variability of sea surface nitrate was studied in the southwest Bay of Bengal. MODIS-Aqua-derived SST and chlorophyll data are used to develop seasonal nitrate maps for the period of 2002–2017. Seasonally developed nitrate images were validated for the year 2013 with corresponding in situ datasets, and the validation of this nitrate model provides the statistically significant relationship for postmonsoon (
R
2
= 0.612), summer (
R
2
= 0.535), premonsoon (
R
2
= 0.554) and monsoon (
R
2
= 0.533) seasons. The seasonal SST, chlorophyll a, nitrate and wind speed images depict the clear seasonal pattern between the seasons without any abrupt increase or decrease in trend observed during all these years. This was also confirmed by the Kruskal–Wallis one-way analysis of variance on ranks with a statistical significance (
P
= < 0.001) between the seasons. From the results, this is a clear indication that the nitrate concentration is under the natural control without any anthropogenic contaminations. |
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AbstractList | The seasonal and interannual variability of sea surface nitrate was studied in the southwest Bay of Bengal. MODIS-Aqua-derived SST and chlorophyll data are used to develop seasonal nitrate maps for the period of 2002–2017. Seasonally developed nitrate images were validated for the year 2013 with corresponding in situ datasets, and the validation of this nitrate model provides the statistically significant relationship for postmonsoon (R2 = 0.612), summer (R2 = 0.535), premonsoon (R2 = 0.554) and monsoon (R2 = 0.533) seasons. The seasonal SST, chlorophyll a, nitrate and wind speed images depict the clear seasonal pattern between the seasons without any abrupt increase or decrease in trend observed during all these years. This was also confirmed by the Kruskal–Wallis one-way analysis of variance on ranks with a statistical significance (P = < 0.001) between the seasons. From the results, this is a clear indication that the nitrate concentration is under the natural control without any anthropogenic contaminations. The seasonal and interannual variability of sea surface nitrate was studied in the southwest Bay of Bengal. MODIS-Aqua-derived SST and chlorophyll data are used to develop seasonal nitrate maps for the period of 2002–2017. Seasonally developed nitrate images were validated for the year 2013 with corresponding in situ datasets, and the validation of this nitrate model provides the statistically significant relationship for postmonsoon ( R 2 = 0.612), summer ( R 2 = 0.535), premonsoon ( R 2 = 0.554) and monsoon ( R 2 = 0.533) seasons. The seasonal SST, chlorophyll a, nitrate and wind speed images depict the clear seasonal pattern between the seasons without any abrupt increase or decrease in trend observed during all these years. This was also confirmed by the Kruskal–Wallis one-way analysis of variance on ranks with a statistical significance ( P = < 0.001) between the seasons. From the results, this is a clear indication that the nitrate concentration is under the natural control without any anthropogenic contaminations. |
Author | Shanthi, R. Senthilnathan, L. Saravanakumar, A. Sarangi, R. K. Poornima, D. Thangaradjou, T. |
Author_xml | – sequence: 1 givenname: D. surname: Poornima fullname: Poornima, D. organization: Faculty of Marine Sciences, Centre of Advanced Study in Marine Biology, Annamalai University – sequence: 2 givenname: R. surname: Shanthi fullname: Shanthi, R. organization: Faculty of Marine Sciences, Centre of Advanced Study in Marine Biology, Annamalai University – sequence: 3 givenname: L. surname: Senthilnathan fullname: Senthilnathan, L. organization: Faculty of Marine Sciences, Centre of Advanced Study in Marine Biology, Annamalai University – sequence: 4 givenname: T. surname: Thangaradjou fullname: Thangaradjou, T. email: umaradjou@gmail.com organization: Faculty of Marine Sciences, Centre of Advanced Study in Marine Biology, Annamalai University, Science and Engineering Research Board – sequence: 5 givenname: A. surname: Saravanakumar fullname: Saravanakumar, A. organization: Faculty of Marine Sciences, Centre of Advanced Study in Marine Biology, Annamalai University – sequence: 6 givenname: R. K. surname: Sarangi fullname: Sarangi, R. K. organization: Planetary Sciences and Marine Optics Division, Biological and Planetary Sciences and Applications Group, Space Application Centre (ISRO) |
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Cites_doi | 10.1155/2011/172731 10.1007/978-94-009-0627-3_8 10.2112/JCOASTRES-D-12-00270.1 10.1029/2002GL016717 10.1029/2003GL017982 10.1016/0967-0645(96)00025-2 10.1016/S0079-6611(02)00024-1 10.1029/1999GL002353 10.1029/1998JC900082 10.1016/j.dsr.2006.07.009 10.1016/0967-0645(95)00026-M 10.1029/2004JC002736 10.1093/plankt/fbs010 10.1016/j.rse.2008.03.014 10.4319/lo.1989.34.1.0037 10.1029/95JC03307 10.1109/JSTARS.2011.2178710 10.1016/0198-0149(92)90023-M 10.1016/0198-0149(91)90087-V 10.1038/353129a0 10.1109/36.763279 10.1007/s10661-015-4340-x 10.1029/262003Gl019274 10.1029/2008GM000705 |
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Snippet | The seasonal and interannual variability of sea surface nitrate was studied in the southwest Bay of Bengal. MODIS-Aqua-derived SST and chlorophyll data are... |
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SubjectTerms | Annual variations Anthropogenic factors Chlorophyll Earth and Environmental Science Earth Sciences Nitrates Pollution control Remote sensing Remote Sensing/Photogrammetry Research Article Seasons Spatial distribution Statistical significance Variability Variance analysis Wind speed |
Title | Decadal Pattern of Spatial and Temporal Variability of Nitrate Along the Southwest Bay of Bengal Using Remote Sensing Techniques |
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