The Application of Deep Learning in Airport Visibility Forecast

Journals Menu

Follow SCIRP

	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Atmospheric and Climate Sciences

ISSN Print: 2160-0414
ISSN Online: 2160-0422
www.scirp.org/journal/acs
E-mail: acs@scirp.org

Google-based Impact Factor: 0.68
Citations h5-index & Ranking

Journals Menu

"The Application of Deep Learning in Airport Visibility Forecast"
written by Lei Zhu, Guodong Zhu, Lei Han, Nan Wang,
published by Atmospheric and Climate Sciences, Vol.7 No.3, 2017

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	Analysis, characterization, prediction and attribution of extreme atmospheric events with machine learning: a review
	Sanz, J Pérez-Aracil, G Ascenso… - arXiv preprint arXiv …, 2022

[2]	Deep learning models for visibility forecasting using climatological data
	International Journal of …, 2022

[3]	Meteorological characteristics of fog events in Korean smart cities and machine learning based visibility estimation
	Atmospheric Research, 2022

[4]	Forecast of hourly airport visibility based on artificial intelligence methods
	Atmosphere, 2022

[5]	Atmospheric visibility prediction by using the DBN deep learning model and principal component analysis
	Applied Optics, 2022

[6]	DMRVisNet: Deep Multihead Regression Network for Pixel-Wise Visibility Estimation Under Foggy Weather
	IEEE Transactions on Intelligent …, 2022

[7]	Temporal and Spatial Characteristics of Meteorological Elements in the Vertical Direction at Airports and Hourly Airport Visibility Prediction by Artificial Intelligence …
	Sustainability, 2022

[8]	Machine Learning-Based Fog Nowcasting for Aviation with the Aid of Camera Observations
	Atmosphere, 2022

[9]	Analog Ensemble Forecasting System for Low-Visibility Conditions over the Main Airports of Morocco
	Atmosphere, 2022

[10]	Visibility detection and prediction of foggy highway based on lane line detection and Winters additive model
	2021 40th Chinese …, 2021

[11]	LSTM-Based Visibility Detection for Airport Images in Time Series
	2021 40th Chinese …, 2021

[12]	Efficient Resnet Model for Atmospheric Visibility Classification
	2021 2nd Global Conference for …, 2021

[13]	可见光-远红外图像的多模态能见度深度学习模型
	计算机辅助设计与图形学学报, 2021

[14]	LSTM 을 이용한 해양시정 예측 방법
	정보과학회 컴퓨팅의 실제 논문지, 2021

[15]	A Transfer Learning Method for Meteorological Visibility Estimation Based on Feature Fusion Method
	2021

[16]	Experimental Evaluation of PSO Based Transfer Learning Method for Meteorological Visibility Estimation
	2021

[17]	Research on Airport Target Recognition under Low-Visibility Condition Based on Transfer Learning
	2021

[18]	Research on Forecast of Airport Visibility Based on Multivariate Statistics
	2021

[19]	Fog Prediction Using Deep Learning Models
	2021

[20]	Meteorology Visibility Estimation by Using Multi-Support Vector Regression Method
	2020

[21]	Forecasting Atmospheric Visibility Using Auto Regressive Recurrent Neural Network
	2020

[22]	Weather Variability Control in Three Colombian Airports
	2020

[23]	A comparison of datamining tools for geo-spatial estimation of visibility from AROME-Morocco model outputs in regression framework
	2020

[24]	Fog prediction using artificial intelligence: A case study in Wamena Airport
	2020

[25]	Multimodal Deep Fusion Network for Visibility Assessment with a Small Training Dataset
	2020

[26]	Research on the long-term and short-term forecasts of navigable river's water-level fluctuation based on the adaptive multilayer perceptron
	2020

[27]	Multi-step LSTM Prediction Model for Visibility Prediction
	2020

[28]	Visibility Forecast for Airport Operations by LSTM Neural Network.
	2019

[29]	Weather Visibility Prediction Based on Multimodal Fusion
	2019

[30]	VisNet: Deep Convolutional Neural Networks for Forecasting Atmospheric Visibility
	2019

[31]	Fog Image Classification and Visibility Detection Using CNN
	2019

[32]	Visibility forecast for airport operations by LSTM neural networks
	2019

[33]	Deep Learning Models for Visibility Forecasting
	2019

[34]	ПРИМЕНЕНИЕ ГЛУБОКИХ НЕЙРОННЫХ СЕТЕЙ ДЛЯ КРАТКОСРОЧНОГО ПРОГНОЗА ДАЛЬНОСТИ ВИДИМОСТИ
	2019

[35]	Peramalan Jumlah Penumpang dan Barang di Bandar Udara Internasional Juanda dan Pelabuhan Tanjung Perak Menggunakan Model Hybrid ARIMAX dan Deep …
	2019

[36]	利用集合深度学习方法融合多源数据开发全国能见度网格数据
	2018

[37]	Deep Forecasting
	2018

[38]	Visibility Prediction Based on Kilometric NWP Model Outputs Using Machine-Learning Regression
	2018

[39]	Application of deep learning to multivariate aviation weather forecasting by long short-term memory

[1]	Forecast of Hourly Airport Visibility Based on Artificial Intelligence Methods Atmosphere, 2022 DOI:10.3390/atmos13010075

[2]	Meteorological characteristics of fog events in Korean smart cities and machine learning based visibility estimation Atmospheric Research, 2022 DOI:10.1016/j.atmosres.2022.106239

[3]	Deep learning models for visibility forecasting using climatological data International Journal of Forecasting, 2022 DOI:10.1016/j.ijforecast.2022.03.009

[4]	Atmospheric visibility prediction by using the DBN deep learning model and principal component analysis Applied Optics, 2022 DOI:10.1364/AO.449148

[5]	Temporal and Spatial Characteristics of Meteorological Elements in the Vertical Direction at Airports and Hourly Airport Visibility Prediction by Artificial Intelligence Methods Sustainability, 2022 DOI:10.3390/su141912213

[6]	Machine Learning-Based Fog Nowcasting for Aviation with the Aid of Camera Observations Atmosphere, 2022 DOI:10.3390/atmos13101684

[7]	Analog Ensemble Forecasting System for Low-Visibility Conditions over the Main Airports of Morocco Atmosphere, 2022 DOI:10.3390/atmos13101704

[8]	DMRVisNet: Deep Multihead Regression Network for Pixel-Wise Visibility Estimation Under Foggy Weather IEEE Transactions on Intelligent Transportation Systems, 2022 DOI:10.1109/TITS.2022.3180229

[9]	Application of deep learning to multivariate aviation weather forecasting by long short-term memory Journal of Intelligent & Fuzzy Systems, 2022 DOI:10.3233/JIFS-223183

[10]	Meteorological characteristics of fog events in Korean smart cities and machine learning based visibility estimation Atmospheric Research, 2022 DOI:10.1016/j.atmosres.2022.106239

[11]	A Transfer Learning Method for Meteorological Visibility Estimation Based on Feature Fusion Method Applied Sciences, 2021 DOI:10.3390/app11030997

[12]	Experimental Evaluation of PSO Based Transfer Learning Method for Meteorological Visibility Estimation Atmosphere, 2021 DOI:10.3390/atmos12070828

[13]	Research on Airport Target Recognition under Low-Visibility Condition Based on Transfer Learning International Journal of Aerospace Engineering, 2021 DOI:10.1155/2021/9979630

[14]	Visibility detection and prediction of foggy highway based on lane line detection and Winters additive model 2021 40th Chinese Control Conference (CCC), 2021 DOI:10.23919/CCC52363.2021.9549291

[15]	LSTM-Based Visibility Detection for Airport Images in Time Series 2021 40th Chinese Control Conference (CCC), 2021 DOI:10.23919/CCC52363.2021.9550626

[16]	Advances in Tourism, Technology and Systems Smart Innovation, Systems and Technologies, 2021 DOI:10.1007/978-981-33-4256-9_37

[17]	Meteorology Visibility Estimation by Using Multi-Support Vector Regression Method Journal of Advances in Information Technology, 2020 DOI:10.12720/jait.11.2.40-47

[18]	Multimodal Deep Fusion Network for Visibility Assessment With a Small Training Dataset IEEE Access, 2020 DOI:10.1109/ACCESS.2020.3031283

[19]	Intelligent Computing, Information and Control Systems Advances in Intelligent Systems and Computing, 2020 DOI:10.1007/978-3-030-30465-2_28

[20]	A comparison of datamining tools for geo-spatial estimation of visibility from AROME-Morocco model outputs in regression framework 2020 IEEE International conference of Moroccan Geomatics (Morgeo), 2020 DOI:10.1109/Morgeo49228.2020.9121909

[21]	Research on the long-term and short-term forecasts of navigable river’s water-level fluctuation based on the adaptive multilayer perceptron Journal of Hydrology, 2020 DOI:10.1016/j.jhydrol.2020.125285

[22]	Forecasting Atmospheric Visibility Using Auto Regressive Recurrent Neural Network 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI), 2020 DOI:10.1109/IRI49571.2020.00037

[23]	Multi-step LSTM Prediction Model for Visibility Prediction 2020 International Joint Conference on Neural Networks (IJCNN), 2020 DOI:10.1109/IJCNN48605.2020.9206744

[24]	Visibility Prediction Based on Kilometric NWP Model Outputs Using Machine-Learning Regression 2018 IEEE 14th International Conference on e-Science (e-Science), 2018 DOI:10.1109/eScience.2018.00048

Follow SCIRP

	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Atmospheric and Climate Sciences

Atmospheric and Climate Sciences

Journals Menu

Home

About SCIRP

Service

Policies