| Satellite remote sensing of aerosol optical depth: Advances, challenges, and perspectives X Wei, NB Chang, K Bai, W Gao Critical Reviews in Environmental Science and Technology 50 (16), 1640-1725, 2020 | 125 | 2020 |
| Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing NB Chang, K Bai | 101 | 2018 |
| LGHAP: a Long-term Gap-free High-resolution Air Pollutants concentration dataset derived via tensor flow based multimodal data fusion K Bai, K Li, M Ma, K Li, Z Li, J Guo, NB Chang, Z Tan, D Han Earth System Science Data Discussions 2021, 1-39, 2021 | 90 | 2021 |
| Spatiotemporal trend analysis for fine particulate matter concentrations in China using high-resolution satellite-derived and ground-measured PM2.5 data K Bai, M Ma, NB Chang, W Gao Journal of Environmental Management 233, 530-542, 2019 | 78 | 2019 |
| Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives Y Zhang, Z Li, K Bai, Y Wei, Y Xie, Y Zhang, Y Ou, J Cohen, Y Zhang, ... Fundamental Research 1 (2), 240–258, 2020 | 75 | 2020 |
| Integrating multisensor satellite data merging and image reconstruction in support of machine learning for better water quality management NB Chang, K Bai, CF Chen Journal of environmental management 201, 227-240, 2017 | 75 | 2017 |
| First comparison of wind observations from ESA's satellite mission Aeolus and ground-based radar wind profiler network of China J Guo, B Liu, W Gong, L Shi, Y Zhang, Y Ma, J Zhang, T Chen, K Bai, ... Atmospheric Chemistry and Physics 21 (4), 2945-2958, 2021 | 71 | 2021 |
| Multisensor satellite image fusion and networking for all-weather environmental monitoring NB Chang, K Bai, S Imen, CF Chen, W Gao IEEE Systems Journal 12 (2), 1341-1357, 2016 | 58 | 2016 |
| Distinct spatiotemporal variation patterns of surface ozone in China due to diverse influential factors M Ma, G Yao, J Guo, K Bai Journal of Environmental Management 288, 112368, 2021 | 54 | 2021 |
| Advancing the prediction accuracy of satellite-based PM2.5 concentration mapping: A perspective of data mining through in situ PM2.5 measurements K Bai, K Li, NB Chang, W Gao Environmental Pollution, 2019 | 46 | 2019 |
| Statistical bias correction for creating coherent total ozone record from OMI and OMPS observations K Bai, NB Chang, H Yu, W Gao Remote Sensing of Environment 182, 150-168, 2016 | 42 | 2016 |
| Global synthesis of two decades of research on improving PM2. 5 estimation models from remote sensing and data science perspectives K Bai, K Li, Y Sun, L Wu, Y Zhang, NB Chang, Z Li Earth-Science Reviews 241, 104461, 2023 | 38 | 2023 |
| Smart information reconstruction via time-space-spectrum continuum for cloud removal in satellite images NB Chang, K Bai, CF Chen IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 36 | 2015 |
| Filling the gaps of in situ hourly PM2. 5 concentration data with the aid of empirical orthogonal function analysis constrained by diurnal cycles K Bai, K Li, J Guo, Y Yang, NB Chang Atmospheric Measurement Techniques 13 (3), 1213-1226, 2020 | 32 | 2020 |
| Validation and Calibration of CAMS PM2.5 Forecasts Using In Situ PM2.5 Measurements in China and United States C Wu, K Li, K Bai Remote Sensing 12 (22), 3813, 2020 | 31 | 2020 |
| Influence of COVID-19 lockdown overlapping Chinese Spring Festival on household PM2. 5 in rural Chinese homes W Du, J Wang, Z Wang, Y Lei, Y Huang, S Liu, C Wu, S Ge, Y Chen, K Bai, ... Chemosphere 278, 130406, 2021 | 30 | 2021 |
| Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event X Wei, K Bai, NB Chang, W Gao International Journal of Applied Earth Observation and Geoinformation 102 …, 2021 | 28 | 2021 |
| Synergistic data fusion of multimodal AOD and air quality data for near real-time full coverage air pollution assessment K Li, K Bai, Z Li, J Guo, NB Chang Journal of environmental management 302, 114121, 2022 | 27 | 2022 |
| Quantification of relative contribution of Antarctic ozone depletion to increased austral extratropical precipitation during 1979–2013 K Bai, NB Chang, W Gao Journal of Geophysical Research: Atmospheres 121 (4), 1459-1474, 2016 | 26 | 2016 |
| Multiscale and multisource data fusion for full-coverage PM2. 5 concentration mapping: Can spatial pattern recognition come with modeling accuracy? K Bai, K Li, J Guo, NB Chang ISPRS Journal of Photogrammetry and Remote Sensing 184, 31-44, 2022 | 25 | 2022 |
Ni-Bin ChangProfessor of Civil, Environmental, and Construction Engineering, Univeristy of Central FloridaVerified email at ucf.edu