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  • Article
  • Open Access
11 Citations
3,324 Views
10 Pages

Spatio-Temporal Network for Sea Fog Forecasting

  • Jinhyeok Park,
  • Young Jae Lee,
  • Yongwon Jo,
  • Jaehoon Kim,
  • Jin Hyun Han,
  • Kuk Jin Kim,
  • Young Taeg Kim and
  • Seoung Bum Kim

3 December 2022

Sea fog can seriously affect schedules and safety by reducing visibility during marine transportation. Therefore, the forecasting of sea fog is an important issue in preventing accidents. Recently, in order to forecast sea fog, several deep learning...

  • Article
  • Open Access
13 Citations
3,955 Views
16 Pages

11 October 2019

The assimilation impact of wind data from aircraft measurements (AMDAR), surface synoptic observations (SYNOP) and 3D numerical weather prediction (NWP) mesoscale model, on short-range numerical weather forecasting (up to 12 h) and on the assimilatio...

  • Article
  • Open Access
40 Citations
7,233 Views
35 Pages

An Alertness-Adjustable Cloud/Fog IoT Solution for Timely Environmental Monitoring Based on Wildfire Risk Forecasting

  • Athanasios Tsipis,
  • Asterios Papamichail,
  • Ioannis Angelis,
  • George Koufoudakis,
  • Georgios Tsoumanis and
  • Konstantinos Oikonomou

17 July 2020

Internet of Things (IoT) appliances, especially those realized through wireless sensor networks (WSNs), have been a dominant subject for heavy research in the environmental and agricultural sectors. To address the ever-increasing demands for real-tim...

  • Article
  • Open Access
21 Citations
4,643 Views
17 Pages

Operational Probabilistic Fog Prediction Based on Ensemble Forecast System: A Decision Support System for Fog

  • Avinash N. Parde,
  • Sachin D. Ghude,
  • Narendra Gokul Dhangar,
  • Prasanna Lonkar,
  • Sandeep Wagh,
  • Gaurav Govardhan,
  • Mrinal Biswas and
  • R. K. Jenamani

30 September 2022

One of the well-known challenges of fog forecasting is the high spatio-temporal variability of fog. An ensemble forecast aims to capture this variability by representing the uncertainty in the initial/lateral boundary conditions (ICs/BCs) and model p...

  • Article
  • Open Access
760 Views
20 Pages

Low-Voltage Power Restoration Based on Fog Computing Load Forecasting and Data-Driven Wasserstein Distributionally Robust Optimization

  • Ruoxi Liu,
  • Yifan Song,
  • Yuan Gui,
  • Hanqi Dai,
  • Zhiyong Wang,
  • Chengdong Yin,
  • Qinglei Qin,
  • Wenqin Yang and
  • Yue Wang

18 April 2025

This paper proposes a fault self-healing recovery strategy for passive low-voltage power station areas (LVPSAs). Firstly, being aware of the typical structure and communication conditions of the LVPSAs, a fog computing load forecasting method is prop...

  • Article
  • Open Access
5 Citations
5,118 Views
28 Pages

Fog Forecast Using WRF Model Output for Solar Energy Applications

  • Saverio Teodosio Nilo,
  • Domenico Cimini,
  • Francesco Di Paola,
  • Donatello Gallucci,
  • Sabrina Gentile,
  • Edoardo Geraldi,
  • Salvatore Larosa,
  • Elisabetta Ricciardelli,
  • Ermann Ripepi and
  • Filomena Romano
  • + 1 author

23 November 2020

The occurrence of fog often causes errors in the prediction of the incident solar radiation and the power produced by photovoltaic cells. An accurate fog forecast would benefit solar energy producers and grid operators, who could take coordinated act...

  • Article
  • Open Access
20 Citations
8,127 Views
30 Pages

3 September 2018

The data assimilation method to improve the sea fog forecast over the Yellow Sea is usually three-dimensional variational assimilation (3DVAR), whereas ensemble Kalman filter (EnKF) has not yet been applied to this weather phenomenon. In this paper,...

  • Article
  • Open Access
32 Citations
4,646 Views
22 Pages

Ultra-Short-Term Forecast of Photovoltaic Output Power under Fog and Haze Weather

  • Weiliang Liu,
  • Changliang Liu,
  • Yongjun Lin,
  • Liangyu Ma,
  • Feng Xiong and
  • Jintuo Li

28 February 2018

Fog and haze (F-H) weather has been occurring frequently in China since 2012, which affects the output power of photovoltaic (PV) generation dramatically by directly weakening solar irradiance and aggravating dust deposition on PV panels. The ultra-s...

  • Article
  • Open Access
1 Citations
2,213 Views
25 Pages

Artificial Intelligence-Based Methods and Algorithms in Fog and Atmospheric Low-Visibility Forecasting

  • Sancho Salcedo-Sanz,
  • David Guijo-Rubio,
  • Jorge Pérez-Aracil,
  • César Peláez-Rodríguez,
  • Antonio Manuel Gomez-Orellana and
  • Pedro Antonio Gutiérrez-Peña

11 September 2025

The accurate prediction of atmospheric low-visibility events due to fog, haze or atmospheric pollution is an extremely important problem, with major consequences for transportation systems, and with alternative applications in agriculture, forest eco...

  • Article
  • Open Access
12 Citations
3,758 Views
46 Pages

5 August 2024

Effective air quality monitoring and forecasting are essential for safeguarding public health, protecting the environment, and promoting sustainable development in smart cities. Conventional systems are cloud-based, incur high costs, lack accurate De...

  • Review
  • Open Access
17 Citations
11,094 Views
33 Pages

Fog Water: A General Review of Its Physical and Chemical Aspects

  • Dani Khoury,
  • Maurice Millet,
  • Yasmine Jabali and
  • Olivier Delhomme

Studies concerning fog water have been rapidly increasing due to its negative impacts on different environmental processes. However, fog water harvesting has become beneficial in various countries to overcome water scarcity. Accurate fog forecasting...

  • Review
  • Open Access
74 Citations
19,760 Views
21 Pages

Fogs: Physical Basis, Characteristic Properties, and Impacts on the Environment and Human Health

  • José L. Pérez-Díaz,
  • Ognyan Ivanov,
  • Zahary Peshev,
  • Marco A. Álvarez-Valenzuela,
  • Ignacio Valiente-Blanco,
  • Tsvetina Evgenieva,
  • Tanja Dreischuh,
  • Orlin Gueorguiev,
  • Peter V. Todorov and
  • Ashok Vaseashta

20 October 2017

This work presents a selective overview of natural fogs in terms of fog types, forms and states of occurrence, physical, micro-physical, chemical and dynamic properties, basic characterizing parameters, etc. In focus are related achievements and cont...

  • Article
  • Open Access
20 Citations
5,632 Views
27 Pages

Machine Learning-Based Fog Nowcasting for Aviation with the Aid of Camera Observations

  • Juraj Bartok,
  • Peter Šišan,
  • Lukáš Ivica,
  • Ivana Bartoková,
  • Irina Malkin Ondík and
  • Ladislav Gaál

14 October 2022

In aviation, fog is a severe phenomenon, causing difficulties in airport traffic management; thus, accurate fog forecasting is always appreciated. The current paper presents a fog forecast at the Poprad-Tatry Airport, Slovakia, where various methods...

  • Article
  • Open Access
11 Citations
3,525 Views
21 Pages

17 October 2022

Low-visibility conditions (LVC) are a common cause of air traffic, road, and sailing fatalities. Forecasting those conditions is an arduous challenge for weather forecasters all over the world. In this work, a new decision support system is developed...

  • Article
  • Open Access
93 Citations
7,608 Views
15 Pages

For the issue of haze-fog, PM2.5 is the main influence factor of haze-fog pollution in China. The trend of PM2.5 concentration was analyzed from a qualitative point of view based on mathematical models and simulation in this study. The comprehensive...

  • Article
  • Open Access
17 Citations
7,024 Views
22 Pages

13 January 2016

With the growing influence of fog and haze (F-H) weather and the rapid development of distributed energy resources (DERs) and smart grids, the concept of the virtual power plant (VPP) employed in this study would help to solve the dispatch problem ca...

  • Article
  • Open Access
2 Citations
2,413 Views
20 Pages

11 September 2022

Assimilation of satellite-derived humidity with a homogenous static background error covariance (B) matrix computed over the entire computational domain (Full-B) tends to overpredict sea fog coverage. A feature-dependent B (Fog-B) is proposed to addr...

  • Article
  • Open Access
1,311 Views
28 Pages

Freezing Fog Microphysics and Visibility Based on CFACT Feb 19 Case

  • Onur Durmus,
  • Ismail Gultepe,
  • Orhan Sen,
  • Zhaoxia Pu,
  • Eric R. Pardyjak,
  • Sebastian W. Hoch,
  • Alexei Perelet,
  • Anna G. Hallar,
  • Gerardo Carrillo-Cardenas and
  • Simla Durmus

7 August 2025

The objective of this study is to analyze microphysical parameters affecting visibility parameterizations of a freezing fog case that occurred on 19 February 2022, during the Cold Fog Amongst Complex Terrain (CFACT) project conducted in a high-elevat...

  • Article
  • Open Access
2 Citations
1,545 Views
23 Pages

Fog-Enabled Machine Learning Approaches for Weather Prediction in IoT Systems: A Case Study

  • Buket İşler,
  • Şükrü Mustafa Kaya and
  • Fahreddin Raşit Kılıç

30 June 2025

Temperature forecasting is critical for public safety, environmental risk management, and energy conservation. However, reliable forecasting becomes challenging in regions where governmental institutions lack adequate measurement infrastructure. To a...

  • Article
  • Open Access
39 Citations
5,072 Views
17 Pages

An Efficient Energy Management Approach Using Fog-as-a-Service for Sharing Economy in a Smart Grid

  • Adia Khalid,
  • Sheraz Aslam,
  • Khursheed Aurangzeb,
  • Syed Irtaza Haider,
  • Mahmood Ashraf and
  • Nadeem Javaid

14 December 2018

An unprecedented opportunity is presented by smart grid technologies to shift the energy industry into the new era of availability, reliability and efficiency that will contribute to our economic and environmental health. Renewable energy sources pla...

  • Article
  • Open Access
6 Citations
3,422 Views
19 Pages

26 October 2021

The small-scale variability of fog over Paris-CdG airport was explored by using the twelve visibility measurements installed on runways. The variability inside this sub-kilometre area is significant for fog, whatever the studied fog characteristics....

  • Article
  • Open Access
9 Citations
3,198 Views
16 Pages

Fog in Sofia 2010–2019: Objective Circulation Classification and Fog Indices

  • Nikolay Penov,
  • Anastasiya Stoycheva and
  • Guergana Guerova

24 April 2023

Low visibility caused by fog events can lead to disruption of every type of public transportation, and even loss of life. The focus of this study is the synoptic conditions associated with fog formation. The data used in this study was collected over...

  • Review
  • Open Access
11 Citations
6,880 Views
17 Pages

Review on Parameterization Schemes of Visibility in Fog and Brief Discussion of Applications Performance

  • Qiang Long,
  • Bingui Wu,
  • Xinyue Mi,
  • Shuang Liu,
  • Xiaochen Fei and
  • Tingting Ju

11 December 2021

Low visibility, associated with fog, severely affects land, marine, and air transportation. Visibility is an important indicator to identify different intensities of fog; therefore, improving the ability to forecast visibility in fog is an urgent nee...

  • Article
  • Open Access
2 Citations
2,138 Views
17 Pages

Impact of the Sea Effect on Sudden Fog on the Western Coast of the Bohai Sea: A Case Study

  • Meng Tian,
  • Bingui Wu,
  • Jing Wang,
  • Jianbo Yang,
  • Zhenhua Jin,
  • Yang Guo and
  • Hailing Liu

5 March 2024

The term “sea effect” generally refers to the process of air mass modification after cold air flows above a warm sea surface. Affected by the sea effect, small-scale and sudden fogs have occasionally been observed on the western coast of...

  • Proceeding Paper
  • Open Access
1,957 Views
9 Pages

The prediction of fog is a challenging task in operational weather forecast. Due to its dependency on small-scale processes, numerical weather models struggle to deal with under scale features, resulting in uncertainties in the fog forecast. Unawaren...

  • Article
  • Open Access
20 Citations
6,901 Views
21 Pages

20 January 2022

Among the China Seas, the Yellow Sea has the highest occurrence frequency of sea fog that can be categorized into widespread sea fog and coastal sea fog. In this paper, we study a typical coastal sea fog along the Shandong Peninsula that is accompani...

  • Article
  • Open Access
21 Citations
4,691 Views
16 Pages

23 March 2020

Improvement of fog simulation accuracy was investigated for the fogs that occurred on the south coast of the Korean Peninsula using the WRF (3D) and PAFOG (1D) coupled model. In total, 22 fog cases were simulated and accuracy of the fog simulation wa...

  • Article
  • Open Access
3 Citations
1,754 Views
22 Pages

A Numerical Simulation of a Fog Event in the Sichuan Basin, China: The Sensitivity to Terrain Elevations

  • Ling-Meng Gu,
  • Xin-Min Zeng,
  • Cong-Min Li,
  • Ning Wang,
  • Shuai-Bing Shao and
  • Irfan Ullah

23 December 2024

In this paper, we utilize the Advanced Research version of the Weather Research and Forecasting model (ARWv4) to explore how the fog is affected by the basin’s topography during a radiation fog event in the Sichuan Basin in December 2016 by set...

  • Article
  • Open Access
6 Citations
3,166 Views
20 Pages

Impact of the Microphysics in HARMONIE-AROME on Fog

  • Sebastián Contreras Osorio,
  • Daniel Martín Pérez,
  • Karl-Ivar Ivarsson,
  • Kristian Pagh Nielsen,
  • Wim C. de Rooy,
  • Emily Gleeson and
  • Ewa McAufield

19 December 2022

This study concerns the impact of microphysics on the HARMONIE-AROME NWP model. In particular, the representation of cloud droplets in the single-moment bulk microphysics scheme is examined in relation to fog forecasting. We focus on the shape parame...

  • Article
  • Open Access
3 Citations
2,804 Views
24 Pages

7 May 2024

Entrainment at the top of the planetary boundary layer (PBL) is of significant importance because it controls the upward growth of the PBL height. An option called ysu_topdown_pblmix, which provides a parameterization of fog-top entrainment, has been...

  • Article
  • Open Access
6 Citations
3,285 Views
21 Pages

Seasonal and Microphysical Characteristics of Fog at a Northern Airport in Alberta, Canada

  • Faisal S. Boudala,
  • Di Wu,
  • George A. Isaac and
  • Ismail Gultepe

29 September 2022

Reduction in visibility (Vis) due to fog is one of the deadliest severe weather hazards affecting aviation and public transportation. Nowcasting/forecasting of Vis reduction due to fog using current models is still problematic, with most using some t...

  • Article
  • Open Access
938 Views
17 Pages

31 October 2025

A notable decline in the frequency of sea fog inflows and an increase in low-cloud ceiling height were observed following the construction of the Saemangeum Seawall west of the Gunsan Airport, an area traditionally prone to frequent sea fog events. T...

  • Article
  • Open Access
13 Citations
4,936 Views
25 Pages

12 April 2021

An observed sea fog event over the Eastern Yellow Sea on 15–16 April 2012 was reproduced in the Weather Research and Forecasting (WRF) simulation with high-resolution to investigate the roles of physical processes and synoptic-scale flows on advectio...

  • Article
  • Open Access
387 Views
16 Pages

Evaluating the Impact of Fog on Free Space Optical Communication Links in Mbeya and Morogoro, Tanzania

  • Catherine Protas Tarimo,
  • Florence Upendo Rashidi and
  • Shubi Felix Kaijage

25 January 2026

Free-space optical (FSO) communication is a promising alternative to radio-frequency (RF) and optical fiber systems due to its high data rates and large bandwidth. However, its performance is highly susceptible to atmospheric conditions such as fog,...

  • Article
  • Open Access
3 Citations
2,456 Views
16 Pages

Fog–Haze Transition and Drivers in the Coastal Region of the Yangtze River Delta

  • Rui Lyu,
  • Wei Gao,
  • Yarong Peng,
  • Yijie Qian,
  • Qianshan He,
  • Tiantao Cheng,
  • Xingna Yu and
  • Gang Zhao

Low-visibility events (LVEs) are severe weather phenomena that are closely linked with anthropogenic pollution, which negatively affects traffic, air quality, human health, and the environment. This study conducted a two-month (from October to Decemb...

  • Article
  • Open Access
1,364 Views
12 Pages

26 January 2025

Sea fog significantly impacts marine activities, ecosystems, and radiation balance. We analyzed the decadal variation characteristics of sea fog frequency (SFF) over the northwestern Pacific and investigated the roles of the Pacific decadal oscillati...

  • Article
  • Open Access
11 Citations
3,512 Views
16 Pages

Analysis of the Microphysical Structure and Evolution Characteristics of a Typical Sea Fog Weather Event in the Eastern Sea of China

  • Jianxin He,
  • Xinyue Ren,
  • Hao Wang,
  • Zhao Shi,
  • Fugui Zhang,
  • Lijun Hu,
  • Qiangyu Zeng and
  • Xin Jin

6 November 2022

This study is the first to use the observation data of a fog monitor, a visibility meter, and an automatic weather station to carry out a comprehensive observation experiment from the perspective of microphysics on a severe sea fog process in Beilun...

  • Article
  • Open Access
25 Citations
7,954 Views
24 Pages

Development of Fog Detection Algorithm Using GK2A/AMI and Ground Data

  • Ji-Hye Han,
  • Myoung-Seok Suh,
  • Ha-Yeong Yu and
  • Na-Young Roh

28 September 2020

Fog affects transportation due to low visibility and also aggravates air pollutants. Thus, accurate detection and forecasting of fog are important for the safety of transportation. In this study, we developed a decision tree type fog detection algori...

  • Article
  • Open Access
10 Citations
4,056 Views
13 Pages

The Microphysical Properties of a Sea-Fog Event along the West Coast of the Yellow Sea in Spring

  • Shengkai Wang,
  • Li Yi,
  • Suping Zhang,
  • Xiaomeng Shi and
  • Xianyao Chen

20 April 2020

The microphysics and visibility of a sea-fog event were measured at the Qingdao Meteorological Station (QDMS) (120°19′ E, 36°04′ N) from 5 April to 8 April 2017. The two foggy periods with low visibility (<200 m) lasted 31 h to...

  • Article
  • Open Access
49 Citations
4,422 Views
17 Pages

An Intelligent Health Care System in Fog Platform with Optimized Performance

  • Subhranshu Sekhar Tripathy,
  • Mamata Rath,
  • Niva Tripathy,
  • Diptendu Sinha Roy,
  • John Sharmila Anand Francis and
  • Sujit Bebortta

18 January 2023

Cloud computing delivers services through the Internet and enables the deployment of a diversity of apps to provide services to many businesses. At present, the low scalability of these cloud frameworks is their primary obstacle. As a result, they ar...

  • Article
  • Open Access
8 Citations
3,813 Views
13 Pages

19 October 2022

Sea fog is one of the main types of dangerous weather affecting offshore operations. The sea surface temperature (SST) has an important influence on the water vapor content and intensity of sea fog. In order to study the impact of SST on local relati...

  • Article
  • Open Access
7 Citations
3,000 Views
13 Pages

Early Night Fog Prediction Using Liquid Water Content Measurement in the Monterey Bay Area

  • Steven Kim,
  • Conor Rickard,
  • Julio Hernandez-Vazquez and
  • Daniel Fernandez

22 August 2022

Fog is challenging to predict, and the accuracy of fog prediction may depend on location and time of day. Furthermore, accurate detection of fog is difficult, since, historically, it is often carried out based on visual observations which can be bias...

  • Article
  • Open Access
1 Citations
2,692 Views
30 Pages

Use of CAMS near Real-Time Aerosols in the HARMONIE-AROME NWP Model

  • Daniel Martín Pérez,
  • Emily Gleeson,
  • Panu Maalampi and
  • Laura Rontu

26 April 2024

Near real-time aerosol fields from the Copernicus Atmospheric Monitoring Services (CAMS), operated by the European Centre for Medium-Range Weather Forecasts (ECMWF), are configured for use in the HARMONIE-AROME Numerical Weather Prediction model. Aer...

  • Article
  • Open Access
27 Citations
9,603 Views
21 Pages

17 July 2015

The cloud index is a key parameter of the Heliosat method. This method is widely used to calculate solar irradiance on the Earth’s surface from Meteosat visible channel images. Moreover, cloud index images are the basis of short-term forecasting of s...

  • Feature Paper
  • Article
  • Open Access
48 Citations
13,923 Views
30 Pages

In recent years, virtual learning environments are gaining more and more momentum, considering both the technologies deployed in their support and the sheer number of terminals directly or indirectly interacting with them. This essentially means that...

  • Article
  • Open Access
12 Citations
2,808 Views
32 Pages

Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach

  • César Peláez-Rodríguez,
  • Cosmin M. Marina,
  • Jorge Pérez-Aracil,
  • Carlos Casanova-Mateo and
  • Sancho Salcedo-Sanz

12 March 2023

In this paper, we propose different explicable forecasting approaches, based on inductive and evolutionary decision rules, for extreme low-visibility events prediction. Explicability of the processes given by the rules is in the core of the proposal....

  • Article
  • Open Access
7 Citations
3,405 Views
10 Pages

Pedestrian and Multi-Class Vehicle Classification in Radar Systems Using Rulex Software on the Raspberry Pi

  • Ali Walid Daher,
  • Ali Rizik,
  • Andrea Randazzo,
  • Emanuele Tavanti,
  • Hussein Chible,
  • Marco Muselli and
  • Daniele D. Caviglia

20 December 2020

Nowadays, cities can be perceived as increasingly dangerous places. Usually, CCTV is one of the main technologies used in a modern security system. However, poor light situations or bad weather conditions (rain, fog, etc.) limit the detection capabil...

  • Article
  • Open Access
7 Citations
2,519 Views
23 Pages

10 February 2024

In the era of continuous development in Internet of Things (IoT) technology, smart services are penetrating various facets of societal life, leading to a growing demand for interconnected devices. Many contemporary devices are no longer mere data pro...

  • Article
  • Open Access
6 Citations
3,418 Views
21 Pages

27 June 2024

Ocean fog, a meteorological phenomenon characterized by reduced visibility due to tiny water droplets or ice particles, poses significant safety risks for maritime activities and coastal regions. Accurate prediction of ocean fog is crucial but challe...

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