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 inJournal of the Indian Society of Remote Sensing Vol. 47; no. 3; pp. 487 - 495
Main Authors Poornima, D., Shanthi, R., Senthilnathan, L., Thangaradjou, T., Saravanakumar, A., Sarangi, R. K.
Format Journal Article
LanguageEnglish
Published 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.
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.
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CitedBy_id crossref_primary_10_1007_s12517_022_10945_2
crossref_primary_10_1016_j_scitotenv_2023_165690
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Nitrate
Seasons
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MODIS
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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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StartPage 487
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
URI https://link.springer.com/article/10.1007/s12524-018-0915-7
https://www.proquest.com/docview/2194643422/abstract/
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