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Coastal aerosol types vary strongly by season worldwide
Analyze seasonal aerosol variations at coastal boundaries using global AERONET data. Machine learning identifies four distinct aerosol regimes with pronounced seasonal patterns and spectral.
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Hydrogen contrail ice crystal formation depends on entrained aerosols
Systematic microphysical simulations reveal ice crystal formation mechanisms in hydrogen-combustion contrails, establishing foundation for climate impact parameterization.
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Satellite method estimates radiative forcing of high-altitude ice clouds
A rapid satellite-based methodology quantifies radiative forcing from high-altitude ice clouds and contrails using geostationary observations with 15% accuracy.