Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign
Satellite retrievals of cloud droplet effective radius ( r e ) and optical depth ( τ ) from the Thirteenth Geostationary Operational Environmental Satellite (GOES-13) and the Moderate Resolution Imaging Spectroradiometer (MODIS) aboard Aqua and Terra, based on the Clouds and the Earth's Radiant...
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ftdoajarticles:oai:doaj.org/article:95d25d39e3164c998db8a090f56ac9af 2023-05-15T17:32:35+02:00 Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign D. Painemal D. Spangenberg W. L. Smith Jr. P. Minnis B. Cairns R. H. Moore E. Crosbie C. Robinson K. L. Thornhill E. L. Winstead L. Ziemba 2021-10-01T00:00:00Z https://doi.org/10.5194/amt-14-6633-2021 https://doaj.org/article/95d25d39e3164c998db8a090f56ac9af EN eng Copernicus Publications https://amt.copernicus.org/articles/14/6633/2021/amt-14-6633-2021.pdf https://doaj.org/toc/1867-1381 https://doaj.org/toc/1867-8548 doi:10.5194/amt-14-6633-2021 1867-1381 1867-8548 https://doaj.org/article/95d25d39e3164c998db8a090f56ac9af Atmospheric Measurement Techniques, Vol 14, Pp 6633-6646 (2021) Environmental engineering TA170-171 Earthwork. Foundations TA715-787 article 2021 ftdoajarticles https://doi.org/10.5194/amt-14-6633-2021 2022-12-31T05:53:09Z Satellite retrievals of cloud droplet effective radius ( r e ) and optical depth ( τ ) from the Thirteenth Geostationary Operational Environmental Satellite (GOES-13) and the Moderate Resolution Imaging Spectroradiometer (MODIS) aboard Aqua and Terra, based on the Clouds and the Earth's Radiant Energy System (CERES) project algorithms, are evaluated with airborne data collected over the midlatitude boundary layer during the North Atlantic Aerosols and Marine Ecosystems Study (NAAMES). The airborne dataset comprises in situ r e from the Cloud Droplet Probe (CDP) and remotely sensed r e and τ from the airborne Research Scanning Polarimeter (RSP). GOES-13 and MODIS (Aqua and Terra) r e values are systematically greater than those from the CDP and RSP by at least 4.8 (GOES-13) and 1.7 µm (MODIS) despite relatively high linear correlation coefficients ( r =0.52 –0.68). In contrast, the satellite τ underestimates its RSP counterpart by −3.0 , with r =0.76 –0.77. Overall, MODIS yields better agreement with airborne data than GOES-13, with biases consistent with those reported for subtropical stratocumulus clouds. While the negative bias in satellite τ is mostly due to the retrievals having been collected in highly heterogeneous cloud scenes, the causes for the positive bias in satellite r e , especially for GOES-13, are more complex. Although the high viewing zenith angle ( ∼65 ∘ ) and coarser pixel resolution for GOES-13 could explain a r e bias of at least 0.7 µm , the higher GOES-13 r e bias relative to that from MODIS is likely rooted in other factors. In this regard, a near-monotonic increase was also observed in GOES-13 r e up to 1.0 µm with the satellite scattering angle ( Θ ) over the angular range 116–165 ∘ that is, r e increases toward the backscattering direction. Understanding the variations of r e with Θ will require the combined use of theoretical computations along with intercomparisons of satellite retrievals derived from sensors with dissimilar viewing geometry. Article in Journal/Newspaper North Atlantic Directory of Open Access Journals: DOAJ Articles Atmospheric Measurement Techniques 14 10 6633 6646 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Environmental engineering TA170-171 Earthwork. Foundations TA715-787 |
spellingShingle |
Environmental engineering TA170-171 Earthwork. Foundations TA715-787 D. Painemal D. Spangenberg W. L. Smith Jr. P. Minnis B. Cairns R. H. Moore E. Crosbie C. Robinson K. L. Thornhill E. L. Winstead L. Ziemba Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
topic_facet |
Environmental engineering TA170-171 Earthwork. Foundations TA715-787 |
description |
Satellite retrievals of cloud droplet effective radius ( r e ) and optical depth ( τ ) from the Thirteenth Geostationary Operational Environmental Satellite (GOES-13) and the Moderate Resolution Imaging Spectroradiometer (MODIS) aboard Aqua and Terra, based on the Clouds and the Earth's Radiant Energy System (CERES) project algorithms, are evaluated with airborne data collected over the midlatitude boundary layer during the North Atlantic Aerosols and Marine Ecosystems Study (NAAMES). The airborne dataset comprises in situ r e from the Cloud Droplet Probe (CDP) and remotely sensed r e and τ from the airborne Research Scanning Polarimeter (RSP). GOES-13 and MODIS (Aqua and Terra) r e values are systematically greater than those from the CDP and RSP by at least 4.8 (GOES-13) and 1.7 µm (MODIS) despite relatively high linear correlation coefficients ( r =0.52 –0.68). In contrast, the satellite τ underestimates its RSP counterpart by −3.0 , with r =0.76 –0.77. Overall, MODIS yields better agreement with airborne data than GOES-13, with biases consistent with those reported for subtropical stratocumulus clouds. While the negative bias in satellite τ is mostly due to the retrievals having been collected in highly heterogeneous cloud scenes, the causes for the positive bias in satellite r e , especially for GOES-13, are more complex. Although the high viewing zenith angle ( ∼65 ∘ ) and coarser pixel resolution for GOES-13 could explain a r e bias of at least 0.7 µm , the higher GOES-13 r e bias relative to that from MODIS is likely rooted in other factors. In this regard, a near-monotonic increase was also observed in GOES-13 r e up to 1.0 µm with the satellite scattering angle ( Θ ) over the angular range 116–165 ∘ that is, r e increases toward the backscattering direction. Understanding the variations of r e with Θ will require the combined use of theoretical computations along with intercomparisons of satellite retrievals derived from sensors with dissimilar viewing geometry. |
format |
Article in Journal/Newspaper |
author |
D. Painemal D. Spangenberg W. L. Smith Jr. P. Minnis B. Cairns R. H. Moore E. Crosbie C. Robinson K. L. Thornhill E. L. Winstead L. Ziemba |
author_facet |
D. Painemal D. Spangenberg W. L. Smith Jr. P. Minnis B. Cairns R. H. Moore E. Crosbie C. Robinson K. L. Thornhill E. L. Winstead L. Ziemba |
author_sort |
D. Painemal |
title |
Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
title_short |
Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
title_full |
Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
title_fullStr |
Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
title_full_unstemmed |
Evaluation of satellite retrievals of liquid clouds from the GOES-13 imager and MODIS over the midlatitude North Atlantic during the NAAMES campaign |
title_sort |
evaluation of satellite retrievals of liquid clouds from the goes-13 imager and modis over the midlatitude north atlantic during the naames campaign |
publisher |
Copernicus Publications |
publishDate |
2021 |
url |
https://doi.org/10.5194/amt-14-6633-2021 https://doaj.org/article/95d25d39e3164c998db8a090f56ac9af |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_source |
Atmospheric Measurement Techniques, Vol 14, Pp 6633-6646 (2021) |
op_relation |
https://amt.copernicus.org/articles/14/6633/2021/amt-14-6633-2021.pdf https://doaj.org/toc/1867-1381 https://doaj.org/toc/1867-8548 doi:10.5194/amt-14-6633-2021 1867-1381 1867-8548 https://doaj.org/article/95d25d39e3164c998db8a090f56ac9af |
op_doi |
https://doi.org/10.5194/amt-14-6633-2021 |
container_title |
Atmospheric Measurement Techniques |
container_volume |
14 |
container_issue |
10 |
container_start_page |
6633 |
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6646 |
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1766130786236366848 |