Jeanne Holm

Predicting PM2.5 atmospheric air pollution using deep learning with meteorological data and ground-based observations and remote-sensing satellite big data

Pratyush Muthukumar, Emmanuel Cocom, Kabir Nagrecha et al. · Air Quality Atmosphere & Health · 2021 · 84 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +17

PM2.5 Air Pollution Prediction through Deep Learning Using Multisource Meteorological, Wildfire, and Heat Data

Pratyush Muthukumar, Kabir Nagrecha, Dawn Comer et al. · Atmosphere · 2022 · 34 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Sensor-Based Air Pollution Prediction Using Deep CNN-LSTM

Kabir Nagrecha, Pratyush Muthukumar, Emmanuel Cocom et al. · 2020 · 21 citations

Public Health, Computer Science, Environmental Engineering +17

Ethical and Responsible Use of AI/ML in the Earth, Space, and Environmental Sciences 

Shelley Stall, Guido Cervone, Caroline Coward et al. · 2023 · 20 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +12

Satellite Image Atmospheric Air Pollution Prediction through Meteorological Graph Convolutional Network with Deep Convolutional LSTM

Pratyush Muthukumar, Emmanuel Cocom, Kabir Nagrecha et al. · 2020 · 14 citations

Computing, Computer Science, Meteorology +17