Mieai: a neural network for calculating optical properties of internally mixed aerosol in atmospheric models

doi:doi:10.35097/cMLguvOqjspbCtso

Mieai: a neural network for calculating optical properties of internally mixed aerosol in atmospheric models

TechnicalInfo: Data used for training and validating MieAI model: Other: - mie_x1.csv and mie_x2.csv are outputs from Mie calculation for size parameter0.5, respectively. In both files, the columns are aerosol optical properties and physical characteristics of aerosol. The row represent different samples from Mie calculations. Other: - icon-art-LAM_DOM01_ML_0023.nc is the ICON-ART output for Biomass case study Other: - Soufriere-April-2021-fplume-aerodyn-forecast_mode_DOM03_ML_0162.nc is the ICON-ART output for volcano case study Other: - icon-art-aging-aero_DOM01_ML_0022.nc is the ICON-ART output for dust case study

BibTex:

@dataset{Kumar_Pankaj__and_Vogel_Heike_and_Muth_Lisa_Janina_and_Bruckert_Julia__and__Hoshyaripour__Gholam_Ali_2024,
    abstract = {TechnicalInfo: Data used for training and validating MieAI model:
Other: - mie_x1.csv and mie_x2.csv are outputs from Mie calculation for size parameter<0.5 and size parameter>0.5, respectively. In both files, the columns are aerosol optical properties and physical characteristics of aerosol. The row represent different samples from Mie calculations.
Other: -  icon-art-LAM_DOM01_ML_0023.nc is the ICON-ART output for Biomass case study
Other: - Soufriere-April-2021-fplume-aerodyn-forecast_mode_DOM03_ML_0162.nc is the  ICON-ART output for volcano case study
Other: - icon-art-aging-aero_DOM01_ML_0022.nc is the ICON-ART output for dust case study},
    author = {Kumar, Pankaj  and Vogel, Heike and Muth, Lisa Janina and Bruckert, Julia  and  Hoshyaripour,  Gholam Ali},
    doi = {10.35097/cMLguvOqjspbCtso},
    institution = {RADAR},
    keyword = {'ICON-ART', 'Mie calculation', 'MieAI', 'Neural Network', 'optical properties of aerosols'},
    title = {Mieai: a neural network for calculating optical properties of internally mixed aerosol in atmospheric models},
    url = {https://service.tib.eu/ldmservice/vdataset/rdr-doi-10-35097-cmlguvoqjspbctso},
    year = {2024}
}