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Archive · dataset · 2025

FastMAPOL_ACEPOL_AIRHARP_L2

Listed in NASA Data Portal

The datasets contain the retrieved aerosol and ocean color properties from AirHARP measurements using the FastMAPOL algorithm.

Description

Three scenes (5Mb each) are included in the zip file: FastMAPOL_ACEPOL_AIRHARP_L2_ER2_20171023201049_V1.1.nc FastMAPOL_ACEPOL_AIRHARP_L2_ER2_20171023213049_V1.1.nc FastMAPOL_ACEPOL_AIRHARP_L2_ER2_20171023204956_V1.1.nc Details of the retrieval algorithm are discussed in the following work: Gao, M., Franz, B. A., Knobelspiesse, K., Zhai, P.-W., Martins, V., Burton, S., Cairns, B., Ferrare, R., Gales, J., Hasekamp, O., Hu, Y., Ibrahim, A., McBride, B., Puthukkudy, A., Werdell, P. J., and Xu, X.: Efficient multi-angle polarimetric inversion of aerosols and ocean color powered by a deep neural network forward model, Atmos.

Meas. Tech., 14, 4083–4110, doi.org/10.5194/amt-14-4083-2021, 2021. Algorithm highlights: - The algorithm conducts simultaneous aerosol and ocean color retrievals using multi-angle polarimetric measurements. - Remote sensing reflectance is derived through atmospheric correction using the retrieved aerosol properties. - Neural networks are used to speed up the forward model and various processing steps.

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Topics

Inferred from text
Atmospheric sciences 73% · Satellite remote sensing 65%
Provenance · 1 source records, 10 field assertions
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NASA Data Portale6d5edf0-fefa-4baa-8107-47230d4c803310 d agoJSON v1
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concepts[field].local:field:ocean-atmosphericmapping · data nasa govconnector:data_nasa_gov@1.0.0
concepts[modality].local:modality:remote-sensingenrichment · data nasa govkeyword-concept-rules@1.0.0title+description (65%)
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