Regional Studies in Marine Science · 2024 · 23 citations · 22 references
Natural SciencesEarth SciencesOcean EngineeringTime Series AnalysisWeather ForecastingSea Surface TemperatureTemperature ForecastingNeural Network Temperature ForecastingSea Surface Temperature ForecastingTransformer Models
22
Transformers in Time Series: A Survey
Qingsong Wen, Tian Zhou, Chaoli Zhang et al. · 2023 · 999 citations · Full text
Computing, Data Science, Forecasting +16
Prediction of Sea Surface Temperature Using Long Short-Term Memory
Qin Zhang, Hui Wang, Junyu Dong et al. · IEEE Geoscience and Remote Sensing Letters · 2017 · 475 citations · Full text
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · arXiv (Cornell University) · 2020 · 472 citations · Full text
Mapping maximum urban air temperature on hot summer days
Hung Chak Ho, Anders Knudby, Paul Sirovyak et al. · Remote Sensing of Environment · 2014 · 233 citations