A review on estimation of particulate matter from satellite-based aerosol optical depth: Data, methods, and challenges
Detailed, reliable, and continuous monitoring of aerosol optical depth (AOD) is essential for
air quality management and protection of human health. The satellite-based AOD datasets …
air quality management and protection of human health. The satellite-based AOD datasets …
Measuring and monitoring urban impacts on climate change from space
C Milesi, G Churkina - Remote Sensing, 2020 - mdpi.com
As urban areas continue to expand and play a critical role as both contributors to climate
change and hotspots of vulnerability to its effects, cities have become battlegrounds for …
change and hotspots of vulnerability to its effects, cities have become battlegrounds for …
Vegetation expansion in the subnival Hindu Kush Himalaya
K Anderson, D Fawcett, A Cugulliere… - Global Change …, 2020 - Wiley Online Library
The mountain systems of the Hindu Kush Himalaya (HKH) are changing rapidly due to
climatic change, but an overlooked component is the subnival ecosystem (between the …
climatic change, but an overlooked component is the subnival ecosystem (between the …
Reduced major axis regression
Scattered data approximation methods utilizing radial basis functions originally appeared in
spatially dependent geoscience applications such as geodesy, hydrology, and geophysics …
spatially dependent geoscience applications such as geodesy, hydrology, and geophysics …
Estimating PM2. 5 concentrations in Yangtze River Delta region of China using random forest model and the Top-of-Atmosphere reflectance
Previous studies that have used remote sensing data to estimate the PM 2.5 concentrations
mainly focused on the retrieval of aerosol optical depth (AOD) with moderate-to-low spatial …
mainly focused on the retrieval of aerosol optical depth (AOD) with moderate-to-low spatial …
Impact of urban water networks on microclimate and PM2. 5 distribution in downtown areas: A case study of Wuhan
X Zhou, S Zhang, D Zhu - Building and Environment, 2021 - Elsevier
Rapid urbanization in China has resulted in highly dense urban forms and marked
reductions in ecological resources, which in turn have caused severe urban heat islands …
reductions in ecological resources, which in turn have caused severe urban heat islands …
Characterization of Planetscope-0 Planetscope-1 surface reflectance and normalized difference vegetation index continuity
Planetscope data are acquired from a constellation of low-cost satellites to provide 3 m
red, green, blue, and near infrared (NIR) data with near-daily global coverage. Differences in …
red, green, blue, and near infrared (NIR) data with near-daily global coverage. Differences in …
High resolution aerosol optical depth retrieval over urban areas from Landsat-8 OLI images
The satellite-retrieved aerosol optical depth (AOD) provides unique estimation of aerosol
loading across a continuous space. However, current AOD products with a relatively coarse …
loading across a continuous space. However, current AOD products with a relatively coarse …
[HTML][HTML] Multi-source hierarchical data fusion for high-resolution AOD mapping in a forest fire event
Satellite and ground‐based remote sensing images, as well as reanalysis data, are widely
used to measure and/or model aerosol properties of Earth's atmosphere. However, none of …
used to measure and/or model aerosol properties of Earth's atmosphere. However, none of …
A deep-neural-network-based aerosol optical depth (AOD) retrieval from Landsat-8 Top of Atmosphere Data
L She, HK Zhang, Z Bu, Y Shi, L Yang, J Zhao - Remote Sensing, 2022 - mdpi.com
The 30 m resolution Landsat data have been used for high resolution aerosol optical depth
(AOD) retrieval based on radiative transfer models. In this paper, a Landsat-8 AOD retrieval …
(AOD) retrieval based on radiative transfer models. In this paper, a Landsat-8 AOD retrieval …