[HTML][HTML] TE-LSTM: A Prediction Model for Temperature Based on Multivariate Time Series Data

K Zhou, C Zhang, B Xu, J Huang, C Li, Y Pei - Remote Sensing, 2024 - mdpi.com
In the era of big data, prediction has become a fundamental capability. Current prediction
methods primarily focus on sequence elements; however, in multivariate time series …

[HTML][HTML] Sea Surface Temperature Prediction Using ConvLSTM-Based Model with Deformable Attention

B Shi, C Ge, H Lin, Y Xu, Q Tan, Y Peng, H He - Remote Sensing, 2024 - mdpi.com
Sea surface temperature (SST) prediction has received increasing attention in recent years
due to its paramount importance in the various fields of oceanography. Existing studies have …

A hybrid decomposition-based Machine Learning approach for predicting subsurface temperature in the Arabian Sea

AR Malavika, ML Pai, K Johny - Modeling Earth Systems and Environment, 2024 - Springer
Ocean warming has emerged as a pivotal research topic in the field of climate science. With
increasing global warming the surface as well as the Subsurface Temperature (ST) of the …