Estimation of surface-level NO2 and O3 concentrations using TROPOMI data and machine learning over East Asia

Estimating daily full-coverage near surface O3, CO, and NO2 concentrations at a high spatial resolution over China based on S5P-TROPOMI and GEOS-FP

(2021) Yuan Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Satellite-based estimation of surface NO2 concentrations over east-central China: A comparison of POMINO and OMNO2d data

(2020) Kai Qin et al.   ATMOSPHERIC ENVIRONMENT

Influence of forest fire episodes on the distribution of gaseous air pollutants over Uttarakhand, India

(2020) Yesobu Yarragunta et al.   GIScience & Remote Sensing

Air pollution hazard assessment using decision tree algorithms and bivariate probability cluster polar function: evaluating inter-correlation clusters of PM10 and other air pollutants

(2020) Omar F. Althuwaynee et al.   GIScience & Remote Sensing

Atmospheric pollution assessment near potential source of natural aerosols in the South Gobi Desert region, China

(2020) Mikalai Filonchyk et al.   GIScience & Remote Sensing

Forest structural diversity characterization in Mediterranean landscapes affected by fires using Airborne Laser Scanning data

(2020) P. J. Gelabert et al.   GIScience & Remote Sensing

Estimating Ground-Level Ozone Concentrations in Eastern China Using Satellite-Based Precursors

(2020) X. Y. Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

COVID-19 lockdowns cause global air pollution declines

(2020) Zander S. Venter et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Remote Sensing Estimation of Regional NO2 via Space-Time Neural Networks

(2020) Tongwen Li et al.   Remote Sensing

A gradient boost approach for predicting near-road ultrafine particle concentrations using detailed traffic characterization

(2020) Junshi Xu et al.   ENVIRONMENTAL POLLUTION

The interaction of ozone and aerosol in a semi-arid region in the Middle East: Ozone formation and radiative forcing implications

(2020) Maryam Gharibzadeh et al.   ATMOSPHERIC ENVIRONMENT

Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach

(2020) Tien Dat Pham et al.   GIScience & Remote Sensing

Enhancing the Evaluation and Interpretability of Data-Driven Air Quality Models

(2020) Jiajun Gu et al.   ATMOSPHERIC ENVIRONMENT

Role of emissions and meteorology in the recent PM2.5 changes in China and South Korea from 2015 to 2018

(2020) Minah Bae et al.   ENVIRONMENTAL POLLUTION

Satellite-Derived Correlation of SO2, NO2, and Aerosol Optical Depth with Meteorological Conditions over East Asia from 2005 to 2015

(2019) Chin-An Lin et al.   Remote Sensing

A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

(2019) Jie Chen et al.   ENVIRONMENT INTERNATIONAL

Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data

(2019) Abdulhakim Mohamed Abdi   GIScience & Remote Sensing

Aggravating O3 pollution due to NOx emission control in eastern China

(2019) Nan Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimation of the emissions by transport in two port cities of the northeastern Mediterranean, Greece

(2019) K.M. Fameli et al.   ENVIRONMENTAL POLLUTION

Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud

(2019) Murali Krishna Gumma et al.   GIScience & Remote Sensing

A kriging-calibrated machine learning method for estimating daily ground-level NO2 in mainland China

(2019) Zhao-Yue Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Impact of Sea Breeze Circulation on the Transport of Ship Emissions in Tangshan Port, China

(2019) Fang Shang et al.   Atmosphere

Shapley additive explanations for NO2 forecasting

(2019) María Vega García et al.   Ecological Informatics

Assessing NO2 Concentration and Model Uncertainty with High Spatiotemporal Resolution across the Contiguous United States Using Ensemble Model Averaging

(2019) Qian Di et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Spatiotemporal characterization and regional contributions of O3 and NO2: An investigation of two years of monitoring data in Henan, China

(2019) Shijie Yu et al.   Journal of Environmental Sciences-China

Satellite-Based Estimates of Daily NO2 Exposure in China Using Hybrid Random Forest and Spatiotemporal Kriging Model

(2018) Yu Zhan et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Maritime NOx Emissions Over Chinese Seas Derived From Satellite Observations

(2018) J. Ding et al.   GEOPHYSICAL RESEARCH LETTERS

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Development of a stacked ensemble model for forecasting and analyzing daily average PM 2.5 concentrations in Beijing, China

(2018) Binxu Zhai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning

(2018) Xiaojun Ma et al.   Electronic Commerce Research and Applications

Seasonal variation in surface ozone and its regional characteristics at global atmosphere watch stations in China

(2018) Ningwei Liu et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Spatial analysis of aerosol optical depth obtained by air quality modelling and SEVIRI satellite observations over Portugal

(2018) A.P. Fernandes et al.   Atmospheric Pollution Research

Natural and anthropogenic contributions to long-term variations of SO2, NO2, CO, and AOD over East China

(2018) Hanqing Kang et al.   ATMOSPHERIC RESEARCH

Bathymetry retrieval from optical images with spatially distributed support vector machines

(2018) Lei Wang et al.   GIScience & Remote Sensing

Long-term variations of dust storms and associated dustfall and related climate factors in Korea during 1997~2016

(2017) H. S. Kim et al.   Air Quality Atmosphere and Health

MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water

(2017) Yi Wang et al.   Remote Sensing

Estimating Ground Level NO2 Concentrations over Central-Eastern China Using a Satellite-Based Geographically and Temporally Weighted Regression Model

(2017) Kai Qin et al.   Remote Sensing

Modeling study of surface ozone source-receptor relationships in East Asia

(2016) Jie Li et al.   ATMOSPHERIC RESEARCH

Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression

(2016) Michael T. Young et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Exploring issues of training data imbalance and mislabelling on random forest performance for large area land cover classification using the ensemble margin

(2015) Andrew Mellor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The impacts of summer monsoons on the ozone budget of the atmospheric boundary layer of the Asia-Pacific region

(2015) Xuewei Hou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Systematic Approach for the Prediction of Ground-Level Air Pollution (around an Industrial Port) Using an Artificial Neural Network

(2014) Mahad S. Baawain et al.   Aerosol and Air Quality Research

Spatial and Temporal Variation in PBL Height over the Korean Peninsula in the KMA Operational Regional Model

(2013) Seung-Jae Lee et al.   Advances in Meteorology

Long-term statistical assessment of Aqua-MODIS aerosol optical depth over coastal regions: bias characteristics and uncertainty sources

(2013) Jacob C. Anderson et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY

TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications

(2012) J.P. Veefkind et al.   REMOTE SENSING OF ENVIRONMENT

Impact of the regional transport of urban Beijing pollutants on downwind areas in summer: ozone production efficiency analysis

(2012) B. Z. Ge et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY