Nathalia Celis

A support vector machine model to forecast ground-level PM2.5 in a highly populated city with a complex terrain

Caroline Mogollón-Sotelo, Alejandro Casallas, Sergio Vidal et al. · Air Quality Atmosphere & Health · 2020 · 57 citations

Climatology, Meteorology, Forecasting Methodology +15

Air pollution analysis in Northwestern South America: A new Lagrangian framework

Alejandro Casallas, A.L Cabrera, Marco Andrés Guevara-Luna et al. · The Science of The Total Environment · 2023 · 40 citations · Full text

Climate Change, Forest Fires, and Territorial Dynamics in the Amazon Rainforest: An Integrated Analysis for Mitigation Strategies

Nathalia Celis, Alejandro Casallas, Ellie Anne López-Barrera et al. · ISPRS International Journal of Geo-Information · 2023 · 35 citations · Full text

Engineering, Fire Dynamic, Forestry +21

Design of an early alert system for PM2.5 through a stochastic method and machine learning models

Nathalia Celis, Alejandro Casallas, Ellie Anne López-Barrera et al. · Environmental Science & Policy · 2021 · 24 citations

Engineering, Warning System, Predictive Analytics +7

Validation of PM10 and PM2.5 early alert in Bogotá, Colombia, through the modeling software WRF-CHEM

Alejandro Casallas, Nathalia Celis, Camilo Ferro et al. · Environmental Science and Pollution Research · 2020 · 22 citations

Meteorology, Environmental Monitoring, Engineering +10