NDLTD logo NDLTD Union Catalog and Global ETD Search

Global ETD Search

Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.

Results

Showing 1 to 3 of 3 for “"aerosol retrieval"”.

  1. ASSESSING PERFORMANCE OF NCEP RAPID REFRESH MODEL TO PREDICT BOUNDARY LAYER PROPERTIES

    Daniel, David2016

    … Layer (PBL) since relative humidity can affect aerosol retrieval. Satellite retrievals of Relative Humidity are extremely complicated since they need to resolve 1km vertical resolution for temperature and water vapor. The AIRS hyperspectral sensor may be able to retrieve relative humidity with …

    cuny Repository record

  2. Three-dimensional radiative transfer with machine learning: emulation and insights from aerosol observations

    Yang, Chen-Kuang, author, Chiu, Christine, advisor, Kummerow, Christian D., committee member, Miller, Steven D., committee member, Ebert-Uphoff, Imme, committee memberColorado State University. Libraries2025

    … second part, we apply a machine learning–based aerosol retrieval method developed by Yang et al. (2022), which accounts for 3D cloud radiative effects to enable accurate near-cloud retrievals, to investigate aerosol–cloud–radiation interactions using passive satellite observations. Specifically, …

    colostate Repository record

  3. Applications of Deep Learning, Machine Learning, and Remote Sensing to Improving Air Quality and Solar Energy Production

    Zheng, Tongshu2021

    … urban heterogeneity of operating conditions and aerosol optical properties, and the stability of low-cost sensors can drift or degrade over time. This work presents a simultaneous Gaussian Process regression (GPR) and simple linear regression pipeline to calibrate and monitor dense WLPMSNs on the …

    duke Repository record