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Nathalia Celis
Nathalia Celis
MSc in Sustainable Territorial Development
在 studenti.unipd.it 的电子邮件经过验证
标题
引用次数
引用次数
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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
472021
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
362020
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
272021
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 Martínez, CAP Rincón, ...
Environmental Science & Policy 127, 241-252, 2022
222022
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
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
102023
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
92024
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
82023
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
72022
Efectos del confinamiento por pandemia en la contaminación atmosférica de Bogotá, Colombia
AC García, EAL Barrera, JDZ Núñez, JPA Segura, CN Celis, E Camelo, ...
Seguridad, migración y educación en tiempos de pandemia, 131-149, 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
Software AQI Air Quality Index
C Ferro, A Casallas, EA López, N Celis
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