On the public citation graph

Convolutional Long Short-Term Memory Neural Network for Spatiotemporal Forecasting of Surface Currents from Hf-Radar

0 signed · 50 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/joc.8539openalex-snapshot

New perspectives on South Atlantic storm track through an automatic method for detecting extratropical cyclones' lifecycle

inferredcites →https://doi.org/10.1007/978-3-662-04482-7_8openalex-snapshot

The Cabo Frio Upwelling System, Brazil

inferredcites →https://doi.org/10.1007/s00382-009-0668-7openalex-snapshot

South Atlantic Ocean cyclogenesis climatology simulated by regional climate model (RegCM3)

inferredcites →https://doi.org/10.1007/s00382-019-04778-1openalex-snapshot

The properties and genesis environments of South Atlantic cyclones

inferredcites →https://doi.org/10.1016/j.apor.2025.104542openalex-snapshot

AI-driven 6-hour ahead nowcasting of sea-surface currents using HF Radar

inferredcites →https://doi.org/10.1016/j.dynatmoce.2008.01.002openalex-snapshot

Is the meander growth in the Brazil Current system off Southeast Brazil due to baroclinic instability?

inferredcites →https://doi.org/10.1016/j.oceaneng.2020.107298openalex-snapshot

A novel model to predict significant wave height based on long short-term memory network

inferredcites →https://doi.org/10.1016/j.oceaneng.2023.115724openalex-snapshot

Enhancing the accuracy of metocean hindcasts with machine learning models

inferredcites →https://doi.org/10.1016/j.oceaneng.2024.120015openalex-snapshot

Bias correction of significant wave height with LSTM neural networks

inferredcites →https://doi.org/10.1016/j.ocemod.2023.102312openalex-snapshot

Improving wave height prediction accuracy with deep learning

inferredcites →https://doi.org/10.1016/j.watres.2022.118040openalex-snapshot

Long-term prediction of sea surface chlorophyll-a concentration based on the combination of spatio-temporal features

inferredcites →https://doi.org/10.1029/2003jc002218openalex-snapshot

A regional ocean modeling system for the Long‐term Ecosystem Observatory

inferredcites →https://doi.org/10.1029/2024jh000168openalex-snapshot

Prediction of Sea Surface Current Around the Korean Peninsula Using Artificial Neural Networks

inferredcites →https://doi.org/10.1038/s41467-020-16281-xopenalex-snapshot

Search and rescue at sea aided by hidden flow structures

inferredcites →https://doi.org/10.1038/s41467-025-57389-2openalex-snapshot

Forecasting the eddying ocean with a deep neural network

inferredcites →https://doi.org/10.1038/s41598-024-68906-6openalex-snapshot

Monthly climate prediction using deep convolutional neural network and long short-term memory

inferredcites →https://doi.org/10.1063/5.0230026openalex-snapshot

A CNN-LSTM model for predicting wind speed in non-stationary wind fields in mountainous areas based on wavelet transform and adaptive programming

inferredcites →https://doi.org/10.1080/1755876x.2011.11020121openalex-snapshot

A two year comparison between HF radar and ADCP current measurements in Liverpool Bay

inferredcites →https://doi.org/10.1088/1755-1315/893/1/012053openalex-snapshot

Measurement and Analysis of Ocean Current using High- Frequency (HF) Radar Observation in the Bali Strait

inferredcites →https://doi.org/10.1109/access.2022.3179577openalex-snapshot

TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study

inferredcites →https://doi.org/10.1109/apsit58554.2023.10201713openalex-snapshot

Wind Speed Forecasting using Hybrid Model of CNN and LSTM with Wavelets

inferredcites →https://doi.org/10.1109/bigdata55660.2022.10020940openalex-snapshot

Using CNN-LSTM Model for Weather Forecasting

inferredcites →https://doi.org/10.1109/jcsse.2019.8864215openalex-snapshot

Spatio-Temporal Deep Learning for Ocean Current Prediction Based on HF Radar Data

inferredcites →https://doi.org/10.1109/joe.2006.886195openalex-snapshot

Calibration and Validation of Direction-Finding High-Frequency Radar Ocean Surface Current Observations

inferredcites →https://doi.org/10.1109/lgrs.2019.2947170openalex-snapshot

Prediction of 3-D Ocean Temperature by Multilayer Convolutional LSTM

inferredcites →https://doi.org/10.1109/mlbdbi51377.2020.00009openalex-snapshot

Wave height prediction based on CNN-LSTM

inferredcites →https://doi.org/10.1109/pecon48942.2020.9314474openalex-snapshot

Prediction Model of Wind Speed and Direction using Convolutional Neural Network - Long Short Term Memory

inferredcites →https://doi.org/10.1155/2021/4874757openalex-snapshot

Wind Speed Forecast Based on the LSTM Neural Network Optimized by the Firework Algorithm

inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot

Long Short-Term Memory

inferredcites →https://doi.org/10.1175/2009jpo4026.1openalex-snapshot

Energy Flux to a Cyclonic Eddy off Cabo Frio, Brazil

inferredcites →https://doi.org/10.1175/jtech-d-13-00107.1openalex-snapshot

Assessment of CODAR SeaSonde and WERA HF Radars in Mapping Surface Currents on the West Florida Shelf*

inferredcites →https://doi.org/10.17125/gov2018.ch24openalex-snapshot

Assessment of High-Resolution Regional Ocean Prediction Systems Using Multi-Platform Observations: Illustrations in the Western Mediterranean Sea

inferredcites →https://doi.org/10.20906/cba2022/3299openalex-snapshot

Convolutional Long-Short-Term Memory Networks (ConvLSTM) for Weather Prediction using Radar and Satellite Images

inferredcites →https://doi.org/10.2307/1271312openalex-snapshot

Statistical Methods in the Atmospheric Sciences

inferredcites →https://doi.org/10.23919/chicc.2018.8484017openalex-snapshot

Multidimensional LSTM Networks to Predict Wind Speed

inferredcites →https://doi.org/10.3389/fmars.2021.672477openalex-snapshot

Estimating Ocean Surface Currents With Machine Learning

inferredcites →https://doi.org/10.3389/fmars.2021.680079openalex-snapshot

ConvLSTM-Based Wave Forecasts in the South and East China Seas

inferredcites →https://doi.org/10.3389/fmars.2022.905848openalex-snapshot

Seven-day sea surface temperature prediction using a 3DConv-LSTM model

inferredcites →https://doi.org/10.3389/fmars.2024.1374902openalex-snapshot

A transformer-based method for correcting significant wave height numerical forecasting errors

inferredcites →https://doi.org/10.3390/app13148332openalex-snapshot

A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

inferredcites →https://doi.org/10.3390/atmos13030411openalex-snapshot

ConvLSTM Network-Based Rainfall Nowcasting Method with Combined Reflectance and Radar-Retrieved Wind Field as Inputs

inferredcites →https://doi.org/10.3390/electronics13234705openalex-snapshot

Using LSTM with Trajectory Point Correlation and Temporal Pattern Attention for Ship Trajectory Prediction

inferredcites →https://doi.org/10.3390/jmse9030330openalex-snapshot

Daily Prediction of the Arctic Sea Ice Concentration Using Reanalysis Data Based on a Convolutional LSTM Network

inferredcites →https://doi.org/10.3390/rs1041190openalex-snapshot

HF Radar Bistatic Measurement of Surface Current Velocities: Drifter Comparisons and Radar Consistency Checks

inferredcites →https://doi.org/10.3390/su132212493openalex-snapshot

Comparison of the Deep Learning Performance for Short-Term Power Load Forecasting

inferredcites →https://doi.org/10.48550/arxiv.1506.04214openalex-snapshot

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

inferredcites →https://doi.org/10.48550/arxiv.1711.02316openalex-snapshot

DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data

inferredcites →https://doi.org/10.5194/os-14-417-2018openalex-snapshot

Transport variability of the Brazil Current from observations and a data assimilation model

inferredcites →https://doi.org/10.54254/2755-2721/92/20241738openalex-snapshot

Weather prediction using CNN-LSTM for time series analysis: A case study on Delhi temperature data

inferredcites →https://doi.org/10.5902/2179460x85472openalex-snapshot

Seasonal climatology of cold fronts in south-central South America from an automated detection system

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.