A Machine Learning-Based Cloud Detection and Thermodynamic Phase Classification Algorithm using Pass...
A Machine Learning-Based Cloud Detection and Thermodynamic Phase Classification Algorithm using Passive Spectral Observations
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Publisher
Goddard Space Flight Center: European Geosciences Union
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Language
English
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Publisher
Goddard Space Flight Center: European Geosciences Union
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Contents
We trained two Random Forest (RF) machine-learning models for cloud mask and cloud thermodynamic phase detection using spectral observations from VIIRS on Suomi NPP (SNPP). Observations from CALIOP were carefully selected to provide reference labels. The two RF models were trained for all-day and daytime-only conditions using a 4-year collocated VI...
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Full title
A Machine Learning-Based Cloud Detection and Thermodynamic Phase Classification Algorithm using Passive Spectral Observations
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TN_cdi_doaj_primary_oai_doaj_org_article_e021388875164c8abbed05c897250d9d
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e021388875164c8abbed05c897250d9d
Other Identifiers
ISSN
1867-1381,1867-8548
E-ISSN
1867-8548
DOI
10.5194/amt-13-2257-2020
