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Nathalia Celis
Nathalia Celis
Sergio Arboleda University
Air quality index
Computer science
Artificial intelligence
Risk management
Air pollution
4
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12
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Design of an early alert system for PM2.5 through a stochastic method and machine learning models
2022
Environmental Science & Policy
Nathalia Celis
Alejandro Casallas
Ellie Anne López-Barrera
Hermes Martinez
Carlos Arturo Peña Rincón
Ricardo Arenas
Camilo Ferro
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Long short-term memory artificial neural network approach to forecast meteorology and PM2.5 local variables in Bogotá, Colombia
2021
Modeling Earth Systems and Environment
Alejandro Casallas
Camilo Ferro
Nathalia Celis
Marco Andrés Guevara-Luna
Caroline Mogollón-Sotelo
Fredy Alejandro Guevara Luna
Martha Merchan
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A support vector machine model to forecast ground-level PM 2.5 in a highly populated city with a complex terrain
2020
Air Quality, Atmosphere & Health
Caroline Mogollón-Sotelo
Alejandro Casallas
Sergio Vidal
Nathalia Celis
Camilo Ferro
Luis Carlos Belalcazar
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Validation of PM 10 and PM 2.5 early alert in Bogotá, Colombia, through the modeling software WRF-CHEM
2020
Environmental Science and Pollution Research
Alejandro Casallas
Nathalia Celis
Camilo Ferro
Ellie Anne López-Barrera
Carlos Peña
John Corredor
Miguel Ángel Ballen Segura
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Citations (5)
1