Cirrus Horizontal Heterogeneity and 3‐D ...
Document type :
Article dans une revue scientifique: Article original
DOI :
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Title :
Cirrus Horizontal Heterogeneity and 3‐D Radiative Effects on Cloud Optical Property Retrievals From MODIS Near to Thermal Infrared Channels as a Function of Spatial Resolution
Author(s) :
Fauchez, T. [Auteur]
Platnick, S. [Auteur]
Sourdeval, Odran [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Leipziger Institut für Meteorologie [LIM]
Wang, C. [Auteur]
Meyer, K. [Auteur]
Cornet, Celine [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Szczap, F. [Auteur]
Laboratoire de Météorologie Physique [LaMP]
Platnick, S. [Auteur]
Sourdeval, Odran [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Leipziger Institut für Meteorologie [LIM]
Wang, C. [Auteur]
Meyer, K. [Auteur]
Cornet, Celine [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Szczap, F. [Auteur]
Laboratoire de Météorologie Physique [LaMP]
Journal title :
Journal of Geophysical Research: Atmospheres
Volume number :
123
Pages :
11,141-11,153
Publisher :
American Geophysical Union (AGU)
Publication date :
2018-10-16
ISSN :
2169-897X
English keyword(s) :
cirrus
optimal estimation
optical property
cloud heterogeneity
3-D radiative effects
optimal estimation
optical property
cloud heterogeneity
3-D radiative effects
HAL domain(s) :
Planète et Univers [physics]/Océan, Atmosphère
English abstract : [en]
To retrieve cloud optical properties, current satellite operational imager algorithms simplify the forward radiative transfer problem by assuming that cloudy pixels are horizontally homogeneous and radiatively independent. ...
Show more >To retrieve cloud optical properties, current satellite operational imager algorithms simplify the forward radiative transfer problem by assuming that cloudy pixels are horizontally homogeneous and radiatively independent. This study investigates the effects of cirrus horizontal heterogeneity and 3-D radiative effects on cloud optical thickness (COT) and ice crystal effective radius (CER) retrievals obtained using simulated nadir near-infrared/shortwave-infrared (NIR/SWIR) reflectances at 0.86 and 2.13 μm and thermal infrared (TIR) radiances at 8.5, 11.0, and 12.0 μm, first separately and next using the five wavelengths together. Synthetic cirrus radiation fields are generated using a cirrus 3-D cloud generator and a 3-D radiative transfer code. When both cloud 3-D and heterogeneity effects are considered, the solar reflectance-based retrievals have the largest errors (up to 10% for COT and 80% for CER, depending on solar angles) for spatial resolutions less than 500–1,000 m, while the TIR-based retrievals have the largest errors (up to 30% for COT and 50% for CER) above this resolution due to parallel homogeneous approximation bias. Therefore, TIR radiance-based retrievals are preferable for spatial resolutions equal or higher than ~500 m to 1 km, while NIR/SWIR reflectance-based retrievals are preferable for coarser spatial resolutions. The combination of NIR/SWIR and TIR measurements performed better together than individually for CER retrieval only for resolutions coarser than 2.5 km because 3-D effects are negligible at this scale. Thus, the spectral dependence of subpixel cloud horizontal heterogeneity and 3-D radiative effects has strong consequences when simultaneously using different channels for retrieving cirrus properties.Show less >
Show more >To retrieve cloud optical properties, current satellite operational imager algorithms simplify the forward radiative transfer problem by assuming that cloudy pixels are horizontally homogeneous and radiatively independent. This study investigates the effects of cirrus horizontal heterogeneity and 3-D radiative effects on cloud optical thickness (COT) and ice crystal effective radius (CER) retrievals obtained using simulated nadir near-infrared/shortwave-infrared (NIR/SWIR) reflectances at 0.86 and 2.13 μm and thermal infrared (TIR) radiances at 8.5, 11.0, and 12.0 μm, first separately and next using the five wavelengths together. Synthetic cirrus radiation fields are generated using a cirrus 3-D cloud generator and a 3-D radiative transfer code. When both cloud 3-D and heterogeneity effects are considered, the solar reflectance-based retrievals have the largest errors (up to 10% for COT and 80% for CER, depending on solar angles) for spatial resolutions less than 500–1,000 m, while the TIR-based retrievals have the largest errors (up to 30% for COT and 50% for CER) above this resolution due to parallel homogeneous approximation bias. Therefore, TIR radiance-based retrievals are preferable for spatial resolutions equal or higher than ~500 m to 1 km, while NIR/SWIR reflectance-based retrievals are preferable for coarser spatial resolutions. The combination of NIR/SWIR and TIR measurements performed better together than individually for CER retrieval only for resolutions coarser than 2.5 km because 3-D effects are negligible at this scale. Thus, the spectral dependence of subpixel cloud horizontal heterogeneity and 3-D radiative effects has strong consequences when simultaneously using different channels for retrieving cirrus properties.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
Université de Lille
CNRS
CNRS
Collections :
Research team(s) :
Interactions Rayonnement Nuages (IRN)
Submission date :
2023-01-06T12:42:34Z
2023-01-13T14:06:21Z
2024-04-16T14:47:58Z
2023-01-13T14:06:21Z
2024-04-16T14:47:58Z
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