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Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment

Environmental pollution (1987), 2018-02, Vol.233, p.464-473

2018

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

Environmental science & technology, 2018-04, Vol.52 (7), p.4180-4189

2018

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A robust approach to deriving long-term daily surface NO2 levels across China: Correction to substantial estimation bias in back-extrapolation

Environment international, 2021-09, Vol.154, p.106576, Article 106576

2021

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Discrimination of varieties of tea using near infrared spectroscopy by principal component analysis and BP model

Journal of food engineering, 2007-04, Vol.79 (4), p.1238-1242

2007

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Ensemble modelling-based pedotransfer functions for predicting soil bulk density in China

Geoderma, 2024-08, Vol.448, p.116969, Article 116969

2024

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Baseline map of organic carbon stock in farmland topsoil in East China

Agriculture, ecosystems & environment, 2018-02, Vol.254, p.213-223

2018

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Ginkgo biloba Sex Identification Methods Using Hyperspectral Imaging and Machine Learning

Plants (Basel), 2024-06, Vol.13 (11), p.1501

2024

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Estimation of Spring Maize Planting Dates in China Using the Environmental Similarity Method

Agronomy (Basel), 2024-01, Vol.14 (1), p.97

2024

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Study on lossless discrimination of varieties of yogurt using the Visible/NIR-spectroscopy

Food research international, 2006-01, Vol.39 (6), p.645-650

2006

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Impact of China’s Recent Amendments to Air Quality Monitoring Protocol on Reported Trends

Atmosphere, 2020-11, Vol.11 (11), p.1199

2020

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Spatiotemporal prediction of continuous daily PM2.5 concentrations across China using a spatially explicit machine learning algorithm

Atmospheric environment (1994), 2017-04, Vol.155, p.129-139

2017

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A nonparametric approach to filling gaps in satellite-retrieved aerosol optical depth for estimating ambient PM2.5 levels

Environmental pollution (1987), 2018-12, Vol.243, p.998-1007

2018

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Comparison of GOCI and Himawari-8 aerosol optical depth for deriving full-coverage hourly PM2.5 across the Yangtze River Delta

Atmospheric environment (1994), 2019-11, Vol.217, p.116973, Article 116973

2019

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Predictive geographical authentication of green tea with protected designation of origin using a random forest model

Food control, 2020-01, Vol.107, p.106807, Article 106807

2020

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Spatiotemporal variations in meteorological influences on ambient ozone in China: A machine learning approach

Atmospheric pollution research, 2023-04, Vol.14 (4), p.101720, Article 101720

2023

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Spatial and temporal trends of soil total nitrogen and C/N ratio for croplands of East China

Geoderma, 2020-03, Vol.361, p.114035, Article 114035

2020

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Using process-oriented model output to enhance machine learning-based soil organic carbon prediction in space and time

The Science of the total environment, 2024-04, Vol.922, p.170778-170778, Article 170778

2024

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Stepwise genetic algorithm for adaptive management: Application to air quality monitoring network optimization

Atmospheric environment (1994), 2019-10, Vol.215, p.116894, Article 116894

2019

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Evaluation of NOx emissions before, during, and after the COVID-19 lockdowns in China: A comparison of meteorological normalization methods

Atmospheric environment (1994), 2022-06, Vol.278, p.119083-119083, Article 119083

2022

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Organic carbon storage potential of cropland topsoils in East China: Indispensable roles of cropping systems and soil managements

Soil & tillage research, 2021-07, Vol.211, p.105052, Article 105052

2021

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Soil organic carbon of an intensively reclaimed region in China: Current status and carbon sequestration potential

The Science of the total environment, 2016-09, Vol.565, p.539-546

2016

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Estimating ground-level CO concentrations across China based on the national monitoring network and MOPITT: potentially overlooked CO hotspots in the Tibetan Plateau

Atmospheric chemistry and physics, 2019-10, Vol.19 (19), p.12413-12430

2019

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Estimating Emissions and Environmental Fate of Di-(2-ethylhexyl) Phthalate in Yangtze River Delta, China: Application of Inverse Modeling

Environmental science & technology, 2016-03, Vol.50 (5), p.2450-2458

2016

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Predicting isoscapes based on an environmental similarity model for the geographical origin of Chinese rice

Food chemistry, 2022-12, Vol.397, p.133744-133744, Article 133744

2022

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Satellite-Based Estimates of Daily NO^sub 2^ Exposure in China Using Hybrid Random Forest and Spatiotemporal Kriging Model

Environmental science & technology, 2018-04, Vol.52 (7), p.4180

2018

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Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment

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

A robust approach to deriving long-term daily surface NO2 levels across China: Correction to substantial estimation bias in back-extrapolation

Discrimination of varieties of tea using near infrared spectroscopy by principal component analysis and BP model

Ensemble modelling-based pedotransfer functions for predicting soil bulk density in China

Baseline map of organic carbon stock in farmland topsoil in East China

Ginkgo biloba Sex Identification Methods Using Hyperspectral Imaging and Machine Learning

Estimation of Spring Maize Planting Dates in China Using the Environmental Similarity Method

Study on lossless discrimination of varieties of yogurt using the Visible/NIR-spectroscopy

Impact of China’s Recent Amendments to Air Quality Monitoring Protocol on Reported Trends

Spatiotemporal prediction of continuous daily PM2.5 concentrations across China using a spatially explicit machine learning algorithm

A nonparametric approach to filling gaps in satellite-retrieved aerosol optical depth for estimating ambient PM2.5 levels

Comparison of GOCI and Himawari-8 aerosol optical depth for deriving full-coverage hourly PM2.5 across the Yangtze River Delta

Predictive geographical authentication of green tea with protected designation of origin using a random forest model

Spatiotemporal variations in meteorological influences on ambient ozone in China: A machine learning approach

Spatial and temporal trends of soil total nitrogen and C/N ratio for croplands of East China

Using process-oriented model output to enhance machine learning-based soil organic carbon prediction in space and time

Stepwise genetic algorithm for adaptive management: Application to air quality monitoring network optimization

Evaluation of NOx emissions before, during, and after the COVID-19 lockdowns in China: A comparison of meteorological normalization methods

Organic carbon storage potential of cropland topsoils in East China: Indispensable roles of cropping systems and soil managements

Soil organic carbon of an intensively reclaimed region in China: Current status and carbon sequestration potential

Estimating ground-level CO concentrations across China based on the national monitoring network and MOPITT: potentially overlooked CO hotspots in the Tibetan Plateau

Estimating Emissions and Environmental Fate of Di-(2-ethylhexyl) Phthalate in Yangtze River Delta, China: Application of Inverse Modeling

Predicting isoscapes based on an environmental similarity model for the geographical origin of Chinese rice

Satellite-Based Estimates of Daily NO^sub 2^ Exposure in China Using Hybrid Random Forest and Spatiotemporal Kriging Model

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