Simulating daily PM2.5 concentrations using wavelet analysis and artificial neural network with remote sensing and surface observation data

Dynamic emission characteristics and control strategies of air pollutants from motor vehicles in downtown Beijing, China

(2023) Yan Shen et al.   Journal of Environmental Sciences-China

Effect of agricultural soil wind erosion on urban PM2.5 concentrations simulated by WRF-Chem and WEPS: A case study in Kaifeng, China

(2023) Haopeng Zhang et al.   CHEMOSPHERE

A performance comparison study on PM2.5 prediction at industrial areas using different training algorithms of feedforward-backpropagation neural network (FBNN)

(2023) Pavithra Chinatamby et al.   CHEMOSPHERE

A city-based PM2.5 forecasting framework using Spatially Attentive Cluster-based Graph Neural Network model

(2023) Subhojit Mandal et al.   Journal of Cleaner Production

A nested machine learning approach to short-term PM2.5 prediction in metropolitan areas using PM2.5 data from different sensor networks

(2023) Jing Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Motion Compensation for Long Integration Times and DoA Processing in Passive Radars

(2023) Anabel Almodóvar-Hernández et al.   Remote Sensing

Quantification of Gridded Precipitation Products for the Streamflow Simulation on the Mekong River Basin Using Rainfall Assessment Framework: A Case Study for the Srepok River Subbasin, Central Highland Vietnam

(2023) Thanh-Nhan-Duc Tran et al.   Remote Sensing

Generation of Non-Linear Technique Based 6 Hourly Wind Reanalysis Products Using SCATSAT-1 and Numerical Weather Prediction Model Outputs

(2023) Suchandra Aich Bhowmick et al.   Remote Sensing

Application of wavelet-packet transform driven deep learning method in PM2.5 concentration prediction: A case study of Qingdao, China

(2023) Qinghe Zheng et al.   Sustainable Cities and Society

Predicting next hour fine particulate matter (PM2.5) in the Istanbul Metropolitan City using deep learning algorithms with time windowing strategy

(2023) Beytullah Eren et al.   Urban Climate

A comparative study of data-driven models for runoff, sediment, and nitrate forecasting

(2023) Mohammad G. Zamani et al.   Journal of Environmental Management

Comparing relationships between urban heat exposure, ecological structure, and socio-economic patterns in Beijing and New York City

(2023) Jing Wang et al.   LANDSCAPE AND URBAN PLANNING

Prediction method of PM2.5 concentration based on decomposition and integration

(2023) Hong Yang et al.   MEASUREMENT

Reliability study of generalized Rayleigh distribution based on inverse power law using artificial neural network with Bayesian regularization

(2023) Andaç Batur Çolak et al.   Tribology International

Enhanced RBF neural network metamodelling approach assisted by sliced splitting-based K-fold cross-validation and its application for the stiffened cylindrical shells

(2022) Zhixiang Wang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Predicting annual PM2.5 in mainland China from 2014 to 2020 using multi temporal satellite product: An improved deep learning approach with spatial generalization ability

(2022) Zhige Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Ground PM2.5 Concentrations in Pakistan Using Convolutional Neural Network and Multi-Pollutant Satellite Images

(2022) Maqsood Ahmed et al.   Remote Sensing

The estimation of hourly PM2.5 concentrations across China based on a Spatial and Temporal Weighted Continuous Deep Neural Network (STWC-DNN)

(2022) Zhen Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Pressure response using wavelet analysis in the process of hydraulic fracturing: Numerical simulation and field case

(2022) Xiaodong Hu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Prediction of Monthly PM2.5 Concentration in Liaocheng in China Employing Artificial Neural Network

(2022) Zhenfang He et al.   Atmosphere

Long-term projection of future climate change over the twenty-first century in the Sahara region in Africa under four Shared Socio-Economic Pathways scenarios

(2022) Qingchun Guo et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Retrieving global leaf chlorophyll content from MERIS data using a neural network method

(2022) Mingzhu Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

New PM2.5 forecasting system based on combined neural network and an improved multi-objective optimization algorithm: Taking the economic belt surrounding the Bohai Sea as an example

(2022) Zhirui Tian et al.   Journal of Cleaner Production

A descriptive analysis of olfactory sensation and memory in Drosophila and its relation to artificial neural networks

(2022) Chris Rohlfs   NEUROCOMPUTING

Spatiotemporal air quality forecasting and health risk assessment over smart city of NEOM

(2022) Khalid Elbaz et al.   CHEMOSPHERE

Extraction of multi-scale features enhances the deep learning-based daily PM2.5 forecasting in cities

(2022) Liang Dong et al.   CHEMOSPHERE

Multi-step forecast of PM2.5 and PM10 concentrations using convolutional neural network integrated with spatial–temporal attention and residual learning

(2022) Kefei Zhang et al.   ENVIRONMENT INTERNATIONAL

Methods used for handling and quantifying model uncertainty of artificial neural network models for air pollution forecasting

(2022) Sheen Mclean Cabaneros et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared

(2022) Junwei Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of PM2.5 prediction performance of the three deep learning models: A case study of Seoul, Daejeon, and Busan

(2022) Yong-been Kim et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Human migration-based graph convolutional network for PM2.5 forecasting in post-COVID-19 pandemic age

(2022) Choujun Zhan et al.   NEURAL COMPUTING & APPLICATIONS

Air pollution impacts on public health: Evidence from 110 cities in Yangtze River Economic Belt of China

(2022) Ting Yang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

AQE-Net: A Deep Learning Model for Estimating Air Quality of Karachi City from Mobile Images

(2022) Maqsood Ahmed et al.   Remote Sensing

Prediction of the confirmed cases and deaths of global COVID-19 using artificial intelligence

(2021) Qingchun Guo et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Multi-directional temporal convolutional artificial neural network for PM2.5 forecasting with missing values: A deep learning approach

(2021) K. Krishna Rani Samal et al.   Urban Climate

PM2.5 concentration forecasting at surface monitoring sites using GRU neural network based on empirical mode decomposition

(2021) Guoyan Huang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Predicting the ground-level pollutants concentrations and identifying the influencing factors using machine learning, wavelet transformation, and remote sensing techniques

(2021) Zohre Ebrahimi-Khusfi et al.   Atmospheric Pollution Research

Hourly PM2.5 concentration multi-step forecasting method based on extreme learning machine, boosting algorithm and error correction model

(2021) Shi Yin et al.   DIGITAL SIGNAL PROCESSING

Global PM2.5-attributable health burden from 1990 to 2017: Estimates from the Global Burden of disease study 2017

(2021) Xiang Bu et al.   ENVIRONMENTAL RESEARCH

Tracking Air Pollution in China: Near Real-Time PM2.5 Retrievals from Multisource Data Fusion

(2021) Guannan Geng et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Analysis of coastal wind speed retrieval from CYGNSS mission using artificial neural network

(2021) Xiaohui Li et al.   REMOTE SENSING OF ENVIRONMENT

AR and ARMA model order selection for time-series modeling with ImageNet classification

(2021) Jihye Moon et al.   SIGNAL PROCESSING

PM2.5 concentrations forecasting in Beijing through deep learning with different inputs, model structures and forecast time

(2021) Jie Yang et al.   Atmospheric Pollution Research

Forecasting of particulate matter with a hybrid ARIMA model based on wavelet transformation and seasonal adjustment

(2021) Erdinç Aladağ   Urban Climate

Forecasting PM2.5 levels in Santiago de Chile using deep learning neural networks

(2021) Camilo Menares et al.   Urban Climate

A combined forecasting system based on multi-objective optimization and feature extraction strategy for hourly PM2.5 concentration

(2021) Jianzhou Wang et al.   APPLIED SOFT COMPUTING

Forecasting PM2.5 concentration using artificial neural network and its health effects in Ahvaz, Iran

(2021) Gholamreza Goudarzi et al.   CHEMOSPHERE

An attention-based CNN-BiLSTM hybrid neural network enhanced with features of discrete wavelet transformation for fetal acidosis classification

(2021) Mujun Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review on emerging artificial intelligence (AI) techniques for air pollution forecasting: Fundamentals, application and performance

(2021) Adil Masood et al.   Journal of Cleaner Production

Forecasting air pollutant concentration using a novel spatiotemporal deep learning model based on clustering, feature selection and empirical wavelet transform

(2021) Jusong Kim et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Quantifying the impacts of PM2.5 constituents and relative humidity on visibility impairment in a suburban area of eastern Asia using long-term in-situ measurements

(2021) Yu-Chieh Ting et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Remote-Sensing-Based Streamflow Forecasting Using Artificial Neural Network and Support Vector Machine Models

(2021) Mohammed M. Alquraish et al.   Remote Sensing

A neural network-based method for satellite-based mapping of sediment-laden sea ice in the Arctic

(2021) Hisatomo Waga et al.   REMOTE SENSING OF ENVIRONMENT

Coupling wavelet transform and artificial neural network for forecasting estuarine salinity

(2020) Fanhan Zhou et al.   JOURNAL OF HYDROLOGY

Prediction and analysis of PM2.5 in Fuling District of Chongqing by artificial neural network

(2020) Xianghong Wang et al.   NEURAL COMPUTING & APPLICATIONS

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

(2020) Swapan Talukdar et al.   Remote Sensing

Exploring a deep LSTM neural network to forecast daily PM2.5 concentration using meteorological parameters in Kathmandu Valley, Nepal

(2020) Sandeep Dhakal et al.   Air Quality Atmosphere and Health

Evaluation of gap-filling approaches in satellite-based daily PM2.5 prediction models

(2020) Qingyang Xiao et al.   ATMOSPHERIC ENVIRONMENT

Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications

(2020) Jing Wei et al.   REMOTE SENSING OF ENVIRONMENT

Air PM2.5 concentration multi-step forecasting using a new hybrid modeling method: Comparing cases for four cities in China

(2019) Hui Liu et al.   Atmospheric Pollution Research

Performance comparison of feedforward neural network training algorithms in modelling microwave pyrolysis of oil palm fibre for hydrogen and biochar production

(2019) Nor Anisa Nasrudin et al.   Asia-Pacific Journal of Chemical Engineering

Prediction of outdoor PM2.5 concentrations based on a three-stage hybrid neural network model

(2019) Hui Liu et al.   Atmospheric Pollution Research

Comparisons of isomiR patterns and classification performance using the rank-based MANOVA and 10-fold cross-validation

(2015) Hui Zhang et al.   GENE

Urban air quality and regional haze weather forecast for Yangtze River Delta region

(2012) Tijian Wang et al.   ATMOSPHERIC ENVIRONMENT

Artificial neural networks for predicting indoor temperature using roof passive cooling techniques in buildings in different climatic conditions

(2011) Shrikant Pandey et al.   APPLIED SOFT COMPUTING