A machine learning method trained by radiative transfer model inversion for generating seven global land and atmospheric estimates from VIIRS top-of-atmosphere …
Abstract The Visible Infrared Imaging Radiometer Suite (VIIRS) has observed the Earth
since 2011 and will continue for several decades. Unfortunately, few high-level land surface …
since 2011 and will continue for several decades. Unfortunately, few high-level land surface …
Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data
J Estévez, J Vicent, JP Rivera-Caicedo… - ISPRS Journal of …, 2020 - Elsevier
Retrieval of vegetation properties from satellite and airborne optical data usually takes place
after atmospheric correction, yet it is also possible to develop retrieval algorithms directly …
after atmospheric correction, yet it is also possible to develop retrieval algorithms directly …
Emulation as an accurate alternative to interpolation in sampling radiative transfer codes
Computationally expensive radiative transfer models (RTMs) are widely used to realistically
reproduce the light interaction with the earth surface and atmosphere. Because these …
reproduce the light interaction with the earth surface and atmosphere. Because these …
Multitemporal-patch ensemble inversion of coupled surface–atmosphere radiative transfer models for land surface characterization
In the last few years, encouraging results using radiative transfer model inversion
techniques were obtained for land biophysical variables retrieval. However, the inversion of …
techniques were obtained for land biophysical variables retrieval. However, the inversion of …
Evaluation of radiative transfer models in atmospheric profiling with broadband infrared radiance measurements
The infrared (IR) profile sounding based on satellite observations is an irreplaceable
technique to monitor global atmospheric moisture information with high spatial resolutions …
technique to monitor global atmospheric moisture information with high spatial resolutions …
Consistent estimation of multiple parameters from MODIS top of atmosphere reflectance data using a coupled soil-canopy-atmosphere radiative transfer model
H Shi, Z Xiao, S Liang, X Zhang - Remote Sensing of Environment, 2016 - Elsevier
Traditional methods usually estimate individual land surface parameters separately from
surface reflectance data, a practice which requires atmospheric correction for top of …
surface reflectance data, a practice which requires atmospheric correction for top of …
Simultaneous Estimation of LAI, PAR, FAPAR and Surface Albedo at Multiple Spatial Scales from Top-of-Atmosphere Satellite Observations with Different Spatial …
J Li, X Zhan, Z Xiao, H Shi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Current global land-surface parameter products are generally derived from surface
reflectance data acquired by a single satellite sensor, which requires atmospheric …
reflectance data acquired by a single satellite sensor, which requires atmospheric …
Estimating 250-m land surface and atmospheric variables from MERSI top-of-atmosphere reflectance
The medium-resolution spectral imager (MERSI) onboard China's new generation of polar-
orbiting meteorological satellite series FengYun-3 (FY-3) is providing global observations of …
orbiting meteorological satellite series FengYun-3 (FY-3) is providing global observations of …
Bayesian object-based estimation of LAI and chlorophyll from a simulated Sentinel-2 top-of-atmosphere radiance image
VCE Laurent, ME Schaepman, W Verhoef… - Remote Sensing of …, 2014 - Elsevier
Leaf area index (LAI) and chlorophyll content (Cab) are important vegetation variables
which can be monitored using remote sensing (RS). Physically-based approaches have …
which can be monitored using remote sensing (RS). Physically-based approaches have …
Direct estimation of land surface albedo from VIIRS data: Algorithm improvement and preliminary validation
Land surface albedo (LSA), part of the Visible Infrared Imaging Radiometer Suite (VIIRS)
surface albedo environmental data record (EDR), is an essential variable regulating …
surface albedo environmental data record (EDR), is an essential variable regulating …