Reconstructing 1-km-resolution high-quality PM2. 5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications
Exposure to fine particulate matter (PM 2.5) can significantly harm human health and
increase the risk of death. Satellite remote sensing allows for generating spatially …
increase the risk of death. Satellite remote sensing allows for generating spatially …
Stacking machine learning model for estimating hourly PM2. 5 in China based on Himawari 8 aerosol optical depth data
J Chen, J Yin, L Zang, T Zhang, M Zhao - Science of The Total Environment, 2019 - Elsevier
Aerosol optical depth (AOD) from polar orbit satellites and meteorological factors have been
widely used to estimate concentrations of surface particulate matter with an aerodynamic …
widely used to estimate concentrations of surface particulate matter with an aerodynamic …
A high-precision aerosol retrieval algorithm (HiPARA) for advanced Himawari imager (AHI) data: Development and verification
Due to the complexity of land cover and aerosol types, the high-precision retrieval of land
aerosol properties is challenging. A land general aerosol (LaGA) algorithm called the High …
aerosol properties is challenging. A land general aerosol (LaGA) algorithm called the High …
[HTML][HTML] Evaluation and comparison of multiangle implementation of the atmospheric correction algorithm, Dark Target, and Deep Blue aerosol products over China
N Liu, B Zou, H Feng, W Wang, Y Tang… - … Chemistry and Physics, 2019 - acp.copernicus.org
A new multiangle implementation of the atmospheric correction (MAIAC) algorithm has been
applied in the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor and has …
applied in the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor and has …
Synergistic data fusion of multimodal AOD and air quality data for near real-time full coverage air pollution assessment
Data gaps in satellite aerosol optical depth (AOD) retrievals pose a huge challenge in near
real-time air quality assessment. Here, we present a multimodal aerosol data fusion …
real-time air quality assessment. Here, we present a multimodal aerosol data fusion …
Toward an adaptable deep-learning model for satellite-based wildfire monitoring with consideration of environmental conditions
As the majority of active fire detection algorithms have been developed for worldwide
applications using only satellite data without considering observing conditions and …
applications using only satellite data without considering observing conditions and …
Multiscale and multisource data fusion for full-coverage PM2. 5 concentration mapping: Can spatial pattern recognition come with modeling accuracy?
In spite of a variety of PM 2.5 modeling schemes, general guidance for full-coverage PM 2.5
concentration mapping from satellite observations is still lacking. The current technical gap …
concentration mapping from satellite observations is still lacking. The current technical gap …
A new algorithm for Himawari-8 aerosol optical depth retrieval by integrating regional PM₂. ₅ concentrations
The advanced Himawari imager (AHI) onboard Himawari-8 can provide full-disk
observations with high temporal resolution (10 min), which has outstanding advantages for …
observations with high temporal resolution (10 min), which has outstanding advantages for …
[HTML][HTML] Evaluation of Himawari-8/AHI, MERRA-2, and CAMS aerosol products over China
Reliable aerosol optical depth (AOD) data with high spatial and temporal resolutions are
needed for research on air pollution in China. AOD products from the Advanced Himawari …
needed for research on air pollution in China. AOD products from the Advanced Himawari …
Space–Time Linear Mixed-Effects (STLME) model for mapping hourly fine particulate loadings in the Beijing–Tianjin–Hebei region, China
Fine particulate matter with aerodynamic diameters≤ 2.5 μm (PM 2.5) is a proxy for
atmospheric pollution levels and is detrimental to human health. The linear mixed-effects …
atmospheric pollution levels and is detrimental to human health. The linear mixed-effects …