Discriminating Technique of Typhoon Rapid Intensification Trend Based on Artificial Intelligence

Discriminating Technique of Typhoon Rapid Intensification Trend Based on Artificial Intelligence

The trend detection of the sudden change of typhoon intensity has always been a difficult issue in typhoon forecast. Artificial intelligence (AI) can implicitly extract the complex features in the images through learning a large number of samples, and it has been widely applied in the meteorological...

Full description

Bibliographic Details
Main Authors:	Guanbo Zhou, Jian Xu, Qifeng Qian, Yajing Xu, Yinglong Xu
Format:	Article
Language:	English
Published:	MDPI AG 2022-03-01
Series:	Atmosphere
Subjects:	artificial intelligence satellite cloud images typhoon rapid intensification ResNet network LSTM model
Online Access:	https://www.mdpi.com/2073-4433/13/3/448

Similar Items

Application of artificial intelligence technology in typhoon monitoring and forecasting
by: Guanbo Zhou, et al.
Published: (2022-09-01)

Characteristics of the convective bursts and their relationship with the rapid intensification of Super Typhoon Maria (2018)
by: Jian HENG, et al.
Published: (2020-03-01)

Forecast Uncertainty of Rapid Intensification of Typhoon Dujuan (201521) Induced by Uncertainty in the Boundary Layer
by: Xiaohao Qin, et al.
Published: (2020-11-01)

ResNet-LSTM for Real-Time PM<sub>2.5</sub> and PM₁₀ Estimation Using Sequential Smartphone Images
by: Shiguang Song, et al.
Published: (2020-01-01)

Observation and simulation study on the rapid intensification mechanism of Typhoon “Mekkhala” (2006)
by: Dehua Chen, et al.
Published: (2023-09-01)

Influence of radiation diurnal variation on the rapid intensification process of super Typhoon Rammasun (1409) in the South China Sea
by: Xinghai Zhang, et al.
Published: (2022-08-01)

Radial Distributions of Sea Surface Temperature and Their Impacts on the Rapid Intensification of Typhoon Hato (2017)
by: Ze Zhang, et al.
Published: (2020-01-01)

Analysis on cause of rapid intensification of asymmetrical Typhoon Hato (1713) over the offshore of China
by: Li QIN, et al.
Published: (2019-06-01)

Decoding Algorithm of Motor Imagery Electroencephalogram Signal Based on CLRNet Network Model
by: Chaozhu Zhang, et al.
Published: (2023-09-01)

Non-Intrusive Air Traffic Control Speech Quality Assessment with ResNet-BiLSTM
by: Yuezhou Wu, et al.
Published: (2023-09-01)

A Deep Learning Review of ResNet Architecture for Lung Disease Identification in CXR Image
by: Syifa Auliyah Hasanah, et al.
Published: (2023-12-01)

Res-BiANet: A Hybrid Deep Learning Model for Arrhythmia Detection Based on PPG Signal
by: Yankun Wu, et al.
Published: (2024-02-01)

Visual analysis method for unmanned pumping stations on dynamic platforms based on data fusion technology
by: Zhen Liu, et al.
Published: (2024-02-01)

ncDLRES: a novel method for non-coding RNAs family prediction based on dynamic LSTM and ResNet
by: Linyu Wang, et al.
Published: (2021-09-01)

Rediscovering Automatic Detection of Stuttering and Its Subclasses through Machine Learning—The Impact of Changing Deep Model Architecture and Amount of Data in the Training Set
by: Piotr Filipowicz, et al.
Published: (2023-05-01)

Short-Term Load Forecasting and Associated Weather Variables Prediction Using ResNet-LSTM Based Deep Learning
by: Xinfang Chen, et al.
Published: (2023-01-01)

A time series image prediction method combining a CNN and LSTM and its application in typhoon track prediction
by: Peng Lu, et al.
Published: (2022-08-01)

Robust Learning with Implicit Residual Networks
by: Viktor Reshniak, et al.
Published: (2020-12-01)

Detection of Lower Body for AGV Based on SSD Algorithm with ResNet
by: Xinbiao Gao, et al.
Published: (2022-03-01)

Can a Warm Ocean Feature Cause a Typhoon to Intensify Rapidly?
by: Leo Oey, et al.
Published: (2021-06-01)

Rapid Detection of Cardiac Pathologies by Neural Networks Using ECG Signals (1D) and sECG Images (3D)
by: Evelyn Aguiar-Salazar, et al.
Published: (2022-06-01)

ResBCDU-Net: A Deep Learning Framework for Lung CT Image Segmentation
by: Yeganeh Jalali, et al.
Published: (2021-01-01)

Houseplant leaf classification system based on deep learning algorithms
by: Hersh M. Hama, et al.
Published: (2024-04-01)

A Deep Learning Approach for Multi-Depth Soil Water Content Prediction in Summer Maize Growth Period
by: Jingxin Yu, et al.
Published: (2020-01-01)

A Hybrid Multimodal Data Fusion-Based Method for Identifying Gambling Websites
by: Chenyang Wang, et al.
Published: (2022-08-01)

Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals
by: Weiming Li, et al.
Published: (2023-09-01)

Detection of fake news using deep learning CNN–RNN based methods
by: I. Kadek Sastrawan, et al.
Published: (2022-09-01)

Attention Block Based on Binary Pooling
by: Chang Chen, et al.
Published: (2023-09-01)

Morphologic identification of clinically encountered moulds using a residual neural network
by: Ran Jing, et al.
Published: (2022-10-01)

Deep-Learning and Vibration-Based System for Wear Size Estimation of Railway Switches and Crossings
by: Taoufik Najeh, et al.
Published: (2021-07-01)

EEG-Based Classification of Epileptic Seizure Types Using Deep Network Model
by: Hend Alshaya, et al.
Published: (2023-05-01)

A CNN-RNN Combined Structure for Real-World Violence Detection in Surveillance Cameras
by: Soheil Vosta, et al.
Published: (2022-01-01)

Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images
by: Vinod Kumar, et al.
Published: (2024-03-01)

Revisiting the Characteristics of Super Typhoon Saola (2023) Using GPM, Himawari-9 and FY-4B Satellite Data
by: Yuanmou Wang, et al.
Published: (2024-02-01)

Simulation of Rapid Intensification of Super Typhoon Lekima (2019). Part II: The Critical Role of Cloud-Radiation Interaction of Asymmetric Convection
by: Qijun Huang, et al.
Published: (2022-02-01)

Operational Forecasting of Tropical Cyclone Rapid Intensification at the National Hurricane Center
by: Mark DeMaria, et al.
Published: (2021-05-01)

A facial expression recognizer using modified ResNet-152
by: Wenle Xu, et al.
Published: (2022-04-01)

A Low-Cost Detection Method for Nitrite Content in a Mariculture Water Environment Based on an Improved Residual Network
by: Zhiqiang Pei, et al.
Published: (2023-12-01)

KianNet: A Violence Detection Model Using an Attention-Based CNN-LSTM Structure
by: Soheil Vosta, et al.
Published: (2024-01-01)

RBCN-Net: A Data-Driven Inertial Navigation Algorithm for Pedestrians
by: Yiqi Zhu, et al.
Published: (2023-02-01)