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   Articles with "low cloud" as a keyword



Improving Low‐Cloud Fraction Prediction Through Machine Learning

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recommendations! Published in 2024 at "Geophysical Research Letters"

DOI: 10.1029/2024gl109735

Abstract: In this study, we evaluated the performance of machine learning (ML) models (XGBoost) in predicting low‐cloud fraction (LCF), compared to two generations of the community atmospheric model (CAM5 and CAM6) and ERA5 reanalysis data, each… read more here.

Keywords: low cloud; improving low; cloud fraction; machine learning ... See more keywords

Responses to Lower‐Tropospheric Stability Dominate Intermodel Differences in the Historical Pattern Effect

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recommendations! Published in 2025 at "Geophysical Research Letters"

DOI: 10.1029/2025gl117015

Abstract: The sea surface temperature (SST) pattern modulates the Earth's radiative feedbacks at decadal timescales. However, decadal feedback variations over the historical period depend on the choice of climate model, even when forced with the same… read more here.

Keywords: cloud feedback; tropospheric stability; low cloud; cloud ... See more keywords

Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback

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recommendations! Published in 2025 at "Nature Communications"

DOI: 10.1038/s41467-024-53985-w

Abstract: Tropical marine low cloud feedback is key to the uncertainty in climate sensitivity, and it depends on the warming pattern of sea surface temperatures (SSTs). Here, we empirically constrain this feedback in two major low… read more here.

Keywords: cloud feedback; multi objective; pacific; low cloud ... See more keywords

Applying deep learning to NASA MODIS data to create a community record of marine low-cloud mesoscale morphology

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recommendations! Published in 2020 at "Atmospheric Measurement Techniques"

DOI: 10.5194/amt-13-6989-2020

Abstract: Abstract. Marine low clouds display rich mesoscale morphological types and distinct spatial patterns of cloud fields. Being able to differentiate low-cloud morphology offers a tool for the research community to go one step beyond bulk… read more here.

Keywords: convection; low cloud; modis; marine low ... See more keywords