Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters
Secchi disk depth (Zsd) is an essential environmental factor for studying ecosystem dynamics and biogeochemical processes in aquatic environments. Monitoring the long-term changes in water transparency is critical to predict the cascading impacts of climate change on marine ecosystems. We investigat...
| Príomhchruthaitheoirí: | , , , |
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| Formáid: | Alt |
| Teanga: | English English |
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Elsevier
2022
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| Ábhair: | |
| Rochtain ar líne: | https://eprints.ums.edu.my/id/eprint/34812/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/34812/2/FULL%20TEXT.pdf |
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| author | Md Suffian Idris Siang, Hing Lee Roswati Md Amin Madihah Jafar Sidik @ Jaffar |
| author_facet | Md Suffian Idris Siang, Hing Lee Roswati Md Amin Madihah Jafar Sidik @ Jaffar |
| author_sort | Md Suffian Idris |
| collection | UMS |
| description | Secchi disk depth (Zsd) is an essential environmental factor for studying ecosystem dynamics and biogeochemical processes in aquatic environments. Monitoring the long-term changes in water transparency is critical to predict the cascading impacts of climate change on marine ecosystems. We investigated the seasonal and interannual dynamics of Zsd in the eastern coast of Peninsula Malaysia (ECPM) and the Straits of Malacca (SoM) using a 21-year time series of MODIS ocean color data. To enable the reliable assessment of Zsd and its long-term variability, the performance of existing and regional algorithms was investigated using in-situ optical measurements collected during different monsoon seasons and in various environmental conditions. Our validation results showed that the existing Zsd algorithms performed adequately, but exhibited large errors, especially at relatively high Zsd values. On the other hand, the regional empirical algorithm based on a direct relationship between remote sensing reflectance and Zsd showed significant improvements by reducing the overall bias observed in existing Zsd schemes. The results indicated that the monthly climatological Zsd over the period 2000–2020 showed distinct patterns in different seasons. The ECPM waters had deeper Zsd than SoM waters. Maximum transparency usually occurred during the southwest and spring inter-monsoon and minimum transparency occurred during the northeast monsoon. Long-term seasonal evolution of Zsd reveals that widespread and persistent anomalies dominated the ECPM and SoM regions. Interannual trends indicate notable and complex changes in Zsd that were probably driven by variability in the ocean-atmosphere dynamics of Niño-Southern Oscillation (ENSO) and local environmental conditions. This study highlights the extensive analysis of Zsd status and its spatio-temporal pattern from space, which can significantly benefit long-term ocean monitoring efforts in the ECPM and SoM regions. |
| first_indexed | 2024-03-06T03:22:00Z |
| format | Article |
| id | ums.eprints-34812 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:22:00Z |
| publishDate | 2022 |
| publisher | Elsevier |
| record_format | dspace |
| spelling | ums.eprints-348122022-11-10T13:14:10Z https://eprints.ums.edu.my/id/eprint/34812/ Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters Md Suffian Idris Siang, Hing Lee Roswati Md Amin Madihah Jafar Sidik @ Jaffar QH301-705.5 Biology (General) Secchi disk depth (Zsd) is an essential environmental factor for studying ecosystem dynamics and biogeochemical processes in aquatic environments. Monitoring the long-term changes in water transparency is critical to predict the cascading impacts of climate change on marine ecosystems. We investigated the seasonal and interannual dynamics of Zsd in the eastern coast of Peninsula Malaysia (ECPM) and the Straits of Malacca (SoM) using a 21-year time series of MODIS ocean color data. To enable the reliable assessment of Zsd and its long-term variability, the performance of existing and regional algorithms was investigated using in-situ optical measurements collected during different monsoon seasons and in various environmental conditions. Our validation results showed that the existing Zsd algorithms performed adequately, but exhibited large errors, especially at relatively high Zsd values. On the other hand, the regional empirical algorithm based on a direct relationship between remote sensing reflectance and Zsd showed significant improvements by reducing the overall bias observed in existing Zsd schemes. The results indicated that the monthly climatological Zsd over the period 2000–2020 showed distinct patterns in different seasons. The ECPM waters had deeper Zsd than SoM waters. Maximum transparency usually occurred during the southwest and spring inter-monsoon and minimum transparency occurred during the northeast monsoon. Long-term seasonal evolution of Zsd reveals that widespread and persistent anomalies dominated the ECPM and SoM regions. Interannual trends indicate notable and complex changes in Zsd that were probably driven by variability in the ocean-atmosphere dynamics of Niño-Southern Oscillation (ENSO) and local environmental conditions. This study highlights the extensive analysis of Zsd status and its spatio-temporal pattern from space, which can significantly benefit long-term ocean monitoring efforts in the ECPM and SoM regions. Elsevier 2022 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/34812/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/34812/2/FULL%20TEXT.pdf Md Suffian Idris and Siang, Hing Lee and Roswati Md Amin and Madihah Jafar Sidik @ Jaffar (2022) Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters. Journal of Marine Systems, 236 (103799). pp. 1-15. ISSN 0924-7963 https://www.sciencedirect.com/science/article/abs/pii/S0924796322001002?via%3Dihub https://doi.org/10.1016/j.jmarsys.2022.103799 https://doi.org/10.1016/j.jmarsys.2022.103799 |
| spellingShingle | QH301-705.5 Biology (General) Md Suffian Idris Siang, Hing Lee Roswati Md Amin Madihah Jafar Sidik @ Jaffar Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title | Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title_full | Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title_fullStr | Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title_full_unstemmed | Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title_short | Two-decade dynamics of MODIS-derived Secchi depth in Peninsula Malaysia waters |
| title_sort | two decade dynamics of modis derived secchi depth in peninsula malaysia waters |
| topic | QH301-705.5 Biology (General) |
| url | https://eprints.ums.edu.my/id/eprint/34812/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/34812/2/FULL%20TEXT.pdf |
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