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Nathalia Celis
Nathalia Celis
MSc in Sustainable Territorial Development
Dirección de correo verificada de studenti.unipd.it
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A support vector machine model to forecast ground-level PM2.5 in a highly populated city with a complex terrain
C Mogollón-Sotelo, A Casallas, S Vidal, N Celis, C Ferro, L Belalcazar
Air Quality, Atmosphere & Health 14, 399-409, 2021
422021
Validation of PM10 and PM2.5 early alert in Bogotá, Colombia, through the modeling software WRF-CHEM
A Casallas, N Celis, C Ferro, E Lopez Barrera, C Peña, J Corredor, ...
Environmental Science and Pollution Research 27, 35930-35940, 2020
332020
Long short-term memory artificial neural network approach to forecast meteorology and PM2.5 local variables in Bogotá, Colombia
A Casallas, C Ferro, N Celis, MA Guevara-Luna, C Mogollón-Sotelo, ...
Modeling Earth Systems and Environment, 1-14, 2021
222021
Design of an early alert system for PM2. 5 through a stochastic method and machine learning models
N Celis, A Casallas, EA López-Barrera, H Martinez, CAP Rincón, ...
Environmental Science & Policy 127, 241-252, 2022
202022
Design of a forest fire early alert system through a deep 3D-CNN structure and a WRF-CNN bias correction
A Casallas, C Jiménez-Saenz, V Torres, M Quirama-Aguilar, A Lizcano, ...
Sensors 22 (22), 8790, 2022
132022
Surface, satellite ozone variations in Northern South America during low anthropogenic emission conditions: a machine learning approach
A Casallas, MP Castillo-Camacho, ER Sanchez, Y González, N Celis, ...
Air Quality, Atmosphere & Health 16 (4), 745-764, 2023
72023
Surface, satellite ozone changes in northern south america during low anthropogenic emission conditions: A machine learning approach
A Casallas, MP Castillo-Camacho, ER Sanchez, Y González, N Celis, ...
Satellite Ozone Changes in Northern South America During Low Anthropogenic …, 2022
62022
Climate change, forest fires, and territorial dynamics in the Amazon rainforest: an integrated analysis for mitigation strategies
N Celis, A Casallas, EA Lopez-Barrera, M Felician, M De Marchi, ...
ISPRS International Journal of Geo-Information 12 (10), 436, 2023
52023
Air pollution analysis in Northwestern South America: A new Lagrangian framework
A Casallas, A Cabrera, MA Guevara-Luna, A Tompkins, Y González, ...
Science of the Total Environment 906, 167350, 2024
42024
Efectos del confinamiento por pandemia en la contaminación atmosférica de Bogotá, Colombia
A Casallas García, EA López-Barrera, JD Zárate Núñez, ...
Seguridad, migración y educación en tiempos de pandemia, 2022
12022
Design of a 3D convolutional neural network model to forecast PM2.5 and O3 concentrations in Colombia
A Casallas, C Ferro, N Celis, C Mogollon-Sotelo, LC Belalcazar
2021 Congreso Colombiano y Conferencia Internacional de Calidad de Aire y …, 2021
2021
Design of a 3D convolutional neural network model to forecast PM2. 5and O3concentrations in Colombia
A Casallas, C Ferro, N Celis, C Mogollon-Sotelo, LC Belalcazar
8th Colombian Congress and International Conference on Air Quality and …, 2021
2021
A support vector machine model to forecast groundlevel PM2. 5 in a highly populated city with a complex terrain. Air Qual Atmos Health 14: 399–409
C Mogollón-Sotelo, A Casallas, S Vidal, N Celis, C Ferro, LC Belalcazar
2021
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