Jianhao Zhang
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  • Marine-Cloud-Brightening
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  • Machine-Learning
  • On the Processes Governing Cloud Transition during Marine Cold-Air-Outbreaks

    Demonstrating a snapshot-based time-space exchange approach to infer understanding of cloud processes during MCAO events sampled by the NASA ACTIVATE campaign.

    4 min read   ·   October 6, 2025

    2025   ·   time-space-exchange   ergodicity   satellite   snapshot   ERA5-reanalysis   process-inference     ·   research  

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  • Radiative Impact of the IMO2020 Shipping Fuel Regulation

    Using ensembles of neural networks trained on satellite and reanalysis to quantify the radiative impact of the 2020 global shipping fuel sulfur regulation (IMO2020).

    2 min read   ·   January 17, 2025

    2025   ·   Machine-Learning   Neural-Networks   Marine-Cloud-Brightening   Detectability     ·   research  

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  • Physical Science Reseach for Marine Cloud Brightening

    Overviewing the physical science basis for MCB and discussing the knowledge and gaps in MCB viability and the risks associated with it.

    3 min read   ·   October 15, 2024

    2024   ·   Marine-Cloud-Brightening     ·   overview  

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  • Temporal Evolution in Cloud Water Adjustment to Aerosol Perturbations

    Using ensemble of Large-eddy simulations (LES) and a novel conditional Monte Carle sampling method to examine temporal evolution in cloud water adjustment.

    3 min read   ·   September 19, 2024

    2024   ·   LES-modeling   Ensemble-modeling   Monte-Carlo-sampling   Marine-Cloud-Brightening     ·   research  

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  • Low-Cloud Albedo Susceptibility to Aerosol Perturbations

    Using satellite snapshot to derive albedo susceptibility for marine stratocumulus clouds and explore its co-variability with large-scale meteorological conditions.

    3 min read   ·   January 5, 2023

    2023   ·   satellite   ERA5-reanalysis   Marine-Cloud-Brightening     ·   research  

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  • The Impact of Biomass Burning Smoke on Clouds and Climate

    Using field campaign data and satellite observations to characterize how sunlight-absorbing aerosols affect marine stratocumulus clouds.

    5 min read   ·   July 23, 2021

    2021   ·   ground-based   satellite   ERA5-reanalysis   smoke-cloud-interactions     ·   research  

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