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Global synthesis of two decades of research on improving PM2. 5 estimation models from remote sensing and data science perspectives
Identifying the proxy data and techniques that could yield greater PM 2.5 estimation
accuracy remains challenging due to the lack of general knowledge on the relative …
accuracy remains challenging due to the lack of general knowledge on the relative …
[HTML][HTML] Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives
Towards long-term, high-accuracy, and continuous satellite total and fine-mode aerosol records: Enhanced Land General Aerosol (e-LaGA) retrieval algorithm for …
Abstract Long-term, accurate, stable, and continuous aerosol records from space are a
major requirement for climate and atmospheric environment research. Due to the limited …
major requirement for climate and atmospheric environment research. Due to the limited …
The polarization crossfire (PCF) sensor suite focusing on satellite remote sensing of fine particulate matter PM2. 5 from space
Focusing on satellite remote sensing of fine particulate matter PM 2.5 from space, the
polarization crossfire (PCF) strategy has been developed, which includes the PCF satellite …
polarization crossfire (PCF) strategy has been developed, which includes the PCF satellite …
Evaluation of MERRA-2 aerosol optical and component properties over China using SONET and PARASOL/GRASP data
The Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-
2) is widely used as an advanced model dataset for the understanding of global climate …
2) is widely used as an advanced model dataset for the understanding of global climate …
[HTML][HTML] Time series retrieval of Multi-wavelength Aerosol optical depth by adapting Transformer (TMAT) using Himawari-8 AHI data
Accurate aerosol optical depth (AOD) with high temporal resolution is required for dynamic
monitoring changes of aerosol properties. The Himawari-8 Advanced Himawari imager …
monitoring changes of aerosol properties. The Himawari-8 Advanced Himawari imager …
An improved meteorological variables-based aerosol optical depth estimation method by combining a physical mechanism model with a two-stage model
A two-stage model integrating a spatiotemporal linear mixed effect (STLME) and a
geographic weight regression (GWR) model is proposed to improve the meteorological …
geographic weight regression (GWR) model is proposed to improve the meteorological …
[HTML][HTML] In-flight relative radiometric calibration of a wide field of view directional polarimetric camera based on the Rayleigh scattering over ocean
The directional polarimetric camera (DPC) is a Chinese satellite sensor with a large field of
view (FOV)(±50° both along-track and cross-track) and a high spatial resolution (about 3.3 …
view (FOV)(±50° both along-track and cross-track) and a high spatial resolution (about 3.3 …
[HTML][HTML] Performance evaluation for retrieving aerosol optical depth from the Directional Polarimetric Camera (DPC) based on the GRASP algorithm
Aerosol spatial distribution obtained from satellite sensors is critical for understanding
regional aerosol environments, anthropogenic aerosol emissions, and global climate …
regional aerosol environments, anthropogenic aerosol emissions, and global climate …
Aerosol optical depth retrieval based on neural network model using polarized scanning atmospheric corrector (PSAC) data
As the successors of the Huan**g Jianzai-1 (HJ-1) series satellites in the Chinese
Environmental Protection and Disaster Monitoring Satellite Constellation, the first two …
Environmental Protection and Disaster Monitoring Satellite Constellation, the first two …