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Kaixu Bai

Satellite remote sensing of aerosol optical depth: advances, challenges, and perspectives
2019 · Xiaoli Wei, Ni-Bin Chang, et al. · Critical Reviews in Environmental Science and Technology · 215
LGHAP: the Long-term Gap-free High-resolution Air Pollutant concentration dataset, derived via tensor-flow-based multimodal data fusion
2022 · Kaixu Bai, Ke Li, et al. · Earth system science data · 157
Technical note: First comparison of wind observations from ESA's satellite mission Aeolus and ground-based radar wind profiler network of China
2021 · Jianping Guo, Boming Liu, et al. · Atmospheric chemistry and physics · 135
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Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives
2021 · Ying Zhang, Zhengqiang Li, et al. · Fundamental Research · 112
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Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing
2018 · Ni-Bin Chang, Kaixu Bai · CRC Press eBooks · 84
Spatiotemporal trend analysis for fine particulate matter concentrations in China using high-resolution satellite-derived and ground-measured PM2.5 data
2018 · Kaixu Bai, Mingliang Ma, et al. · Journal of Environmental Management · 81
Integrating multisensor satellite data merging and image reconstruction in support of machine learning for better water quality management
2017 · Ni-Bin Chang, Kaixu Bai, et al. · Journal of Environmental Management · 81
Global synthesis of two decades of research on improving PM2.5 estimation models from remote sensing and data science perspectives
2023 · Kaixu Bai, Ke Li, et al. · Earth-Science Reviews · 78
Distinct spatiotemporal variation patterns of surface ozone in China due to diverse influential factors
2021 · Mingliang Ma, Guobiao Yao, et al. · Journal of Environmental Management · 73
Advancing the prediction accuracy of satellite-based PM2.5 concentration mapping: A perspective of data mining through in situ PM2.5 measurements
2019 · Kaixu Bai, Ke Li, et al. · Environmental Pollution · 61
Statistical bias correction for creating coherent total ozone record from OMI and OMPS observations
2016 · Kaixu Bai, Ni-Bin Chang, et al. · Remote Sensing of Environment · 60
Multisensor Satellite Image Fusion and Networking for All-Weather Environmental Monitoring
2016 · Ni-Bin Chang, Kaixu Bai, et al. · IEEE Systems Journal · 58
A merged continental planetary boundary layer height dataset based on high-resolution radiosonde measurements, ERA5 reanalysis, and GLDAS
2024 · Jianping Guo, Jian Zhang, et al. · Earth system science data · 52
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Synergistic data fusion of multimodal AOD and air quality data for near real-time full coverage air pollution assessment
2021 · Ke Li, Kaixu Bai, et al. · Journal of Environmental Management · 47
LGHAP v2: a global gap-free aerosol optical depth and PM 2.5 concentration dataset since 2000 derived via big Earth data analytics
2024 · Kaixu Bai, Ke Li, et al. · Earth system science data · 46
Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event
2021 · Xiaoli Wei, Kaixu Bai, et al. · International Journal of Applied Earth Observation and Geoinformation · 43
A homogenized daily in situ PM 2.5 concentration dataset from the national air quality monitoring network in China
2020 · Kaixu Bai, Ke Li, et al. · Earth system science data · 41
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Multiscale and multisource data fusion for full-coverage PM2.5 concentration mapping: Can spatial pattern recognition come with modeling accuracy?
2021 · Kaixu Bai, Ke Li, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 39
Filling the gaps of in situ hourly PM 2.5 concentration data with the aid of empirical orthogonal function analysis constrained by diurnal cycles
2020 · Kaixu Bai, Ke Li, et al. · Atmospheric measurement techniques · 39
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Influence of COVID-19 lockdown overlapping Chinese Spring Festival on household PM2.5 in rural Chinese homes
2021 · Wei Du, Jinze Wang, et al. · Chemosphere · 38
Validation and Calibration of CAMS PM2.5 Forecasts Using In Situ PM2.5 Measurements in China and United States
2020 · Chengbo Wu, Ke Li, et al. · Remote Sensing · 36
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Smart Information Reconstruction via Time-Space-Spectrum Continuum for Cloud Removal in Satellite Images
2015 · Ni-Bin Chang, Kaixu Bai, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 36
Developing unbiased estimation of atmospheric methane via machine learning and multiobjective programming based on TROPOMI and GOSAT data
2024 · Ke Li, Kaixu Bai, et al. · Remote Sensing of Environment · 31
Estimating leaf photosynthetic pigments information by stepwise multiple linear regression analysis and a leaf optical model
2014 · Pudong Liu, Runhe Shi, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 29
Particulate Amines in the Background Atmosphere of the Yangtze River Delta, China: Concentration, Size Distribution, and Sources
2021 · Wei Du, Xinpei Wang, et al. · Advances in Atmospheric Sciences · 28
Works count: 170
Citation count: 2,225
H-index: 26
I10-index: 44
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