Long Term Indian Ocean Dipole (IOD) Index Prediction Used Deep Learning by convLSTM
Remote Sensing, 2022 Indian Ocean Dipole (IOD) is a large-scale physical ocean phenomenon in the Indian Ocean that plays an important role in predicting the El Nino Southern Oscillation in the tropical Pacific. Predicting the occurrence of IOD is of great significance to the
Chen Li +3 more
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The Effects of Climate Change on Sthenoteuthis oualaniensis Habitats in the Northern Indian Ocean [PDF]
AnimalsThe northern Indian Ocean is located in a typical monsoon region that is also influenced by climate events such as the Indian Ocean Dipole (IOD), which makes Sthenoteuthis oualaniensis habitat highly susceptible to changes in climate and marine ...
Lihong Wen +3 more
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Middle East dust as an important external driver of the Indian Ocean Dipole [PDF]
Nature CommunicationsThe Indian Ocean Dipole (IOD) strongly influences Indo-Pacific climate extremes, yet its drivers remain incompletely understood. Using satellite observations, reanalysis, and climate model experiments, we identify Middle East dust emissions as a major ...
Guanyu Liu +5 more
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Science of Remote SensingUsing satellite-measured sea surface salinity (SSS) from the Aquarius and Soil Moisture Active Passive (SMAP) missions since 2011, we show that SSS in the Equatorial Indian Ocean (EIO) experienced dipolar changes in the well-defined east EIO and west EIO
Wei Shi, Menghua Wang
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Variability of the Indian Ocean Dipole post-2100 reverses to a reduction despite persistent global warming [PDF]
Nature CommunicationsPrevious examination of the Indian Ocean Dipole (IOD) response to greenhouse warming shows increased variability in the eastern pole but decreased variability in the western pole before 2100.
Guojian Wang, Wenju Cai, Agus Santoso
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Impacts of IOD and ENSO on the phytoplankton’s vertical variability in the Northern Indian Ocean
Frontiers in Marine ScienceThe Indian Ocean Dipole (IOD) and El Niño–Southern Oscillation (ENSO) are the primary climatic modes that profoundly impact physical and biological processes in the Northern Indian Ocean (NIO).
Qiwei Hu +6 more
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Effects of Climate Variability on Two Commercial Tuna Species Abundance in the Indian Ocean
Fishes, 2023 Oceanic temperature fluctuations are one of the leading factors affecting marine fish populations. Indian Ocean Dipole (IOD), characterized as the sea surface temperature (SST) anomaly change, is an ocean–atmosphere interactive process causing ...
Yang Wang +5 more
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A biological Indian Ocean Dipole event in 2019
Scientific Reports, 2021 The 2019 positive Indian Ocean Dipole (IOD) event in the boreal autumn was the most serious IOD event of the century with reports of significant sea surface temperature (SST) changes in the east and west equatorial Indian Ocean.
Wei Shi, Menghua Wang
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The IOD–ENSO Interaction: The Role of the Indian Ocean Current’s System
Atmosphere, 2021 The Indian Ocean dipole (IOD) is one of the main modes characterizing the interannual variability of the large-scale ocean–atmosphere interaction in the equatorial zone of the World Ocean.
Alexander Polonsky, Anton Torbinsky
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Multi-task machine learning improves multi-seasonal prediction of the Indian Ocean Dipole
Nature Communications, 2022 A multi-task learning model is proposed to improve seasonal-to-annual prediction of the Indian Ocean Dipole (IOD). This model captures the inter-basin interactions between ENSO and IOD and distinctive precursors of positive and negative IOD events.
Fenghua Ling +6 more
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