4.6 Article

Applying PCA to Deep Learning Forecasting Models for Predicting PM2.5

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Green & Sustainable Science & Technology

Air Pollution Prediction Using Long Short-Term Memory (LSTM) and Deep Autoencoder (DAE) Models

Thanongsak Xayasouk et al.

SUSTAINABILITY (2020)

Article Public, Environmental & Occupational Health

Effects of short-term fine particulate matter exposure on acute respiratory infection in children

Kyoung-Nam Kim et al.

INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH (2020)

Article Chemistry, Multidisciplinary

A Long Short-Term Memory (LSTM) Network for Hourly Estimation of PM2.5 Concentration in Two Cities of South Korea

Khaula Qadeer et al.

APPLIED SCIENCES-BASEL (2020)

Article Environmental Sciences

Does lockdown reduce air pollution? Evidence from 44 cities in northern China

Rui Bao et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

Article Green & Sustainable Science & Technology

Distributed Deep Features Extraction Model for Air Quality Forecasting

Axel Gedeon Mengara Mengara et al.

SUSTAINABILITY (2020)

Article Environmental Sciences

Evaluation of Different Machine Learning Approaches to Forecasting PM2.5 Mass Concentrations

Flamed Kaimian et al.

AEROSOL AND AIR QUALITY RESEARCH (2019)

Article Medicine, General & Internal

Spatial and Temporal Trends of Number of Deaths Attributable to Ambient PM2.5 in the Korea

Changwoo Han et al.

JOURNAL OF KOREAN MEDICAL SCIENCE (2018)

Proceedings Paper Automation & Control Systems

Non-linear system modeling using LSTM neural networks

Jesus Gonzalez et al.

IFAC PAPERSONLINE (2018)

Article Environmental Sciences

PM2.5 and Cardiovascular Diseases in the Elderly: An Overview

Chenchen Wang et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2015)

Article Computer Science, Interdisciplinary Applications

A cokriging based approach to reconstruct air pollution maps, processing measurement station concentrations and deterministic model simulations

Vikas Singh et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2011)

Article Environmental Sciences

An Ecologic Analysis of County-Level PM2.5 Concentrations and Lung Cancer Incidence and Mortality

Lisa C. Vinikoor-Imler et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2011)

Article Environmental Sciences

Mapping of background air pollution at a fine spatial scale across the European Union

Rob Beelen et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2009)

Article Computer Science, Interdisciplinary Applications

Recurrent neural networks for music computation

Judy A. Franklin

INFORMS JOURNAL ON COMPUTING (2006)