Search Results - "Celis, Nathalia"

Design of a Forest Fire Early Alert System through a Deep 3D-CNN Structure and a WRF-CNN Bias Correction by Casallas, Alejandro, Jiménez-Saenz, Camila, Torres, Victor, Quirama-Aguilar, Miguel, Lizcano, Augusto, Lopez-Barrera, Ellie Anne, Ferro, Camilo, Celis, Nathalia, Arenas, Ricardo

“…Throughout the years, wildfires have negatively impacted ecological systems and urban areas. Hence, reinforcing territorial risk management strategies against…”
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Validation of PM10 and PM2.5 early alert in Bogotá, Colombia, through the modeling software WRF-CHEM by Casallas, Alejandro, Celis, Nathalia, Ferro, Camilo, López Barrera, Ellie, Peña, Carlos, Corredor, John, Ballen Segura, Miguel

“…Air quality data from Bogotá, Colombia, show high levels of particulate matter (PM), which often generate respiratory problems to the population and a high…”
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Climate Change, Forest Fires, and Territorial Dynamics in the Amazon Rainforest: An Integrated Analysis for Mitigation Strategies by Celis, Nathalia, Casallas, Alejandro, Lopez-Barrera, Ellie Anne, Felician, Martina, De Marchi, Massimo, Pappalardo, Salvatore E.

“…Recent times have witnessed wildfires causing harm to both ecological communities and urban–rural regions, underscoring the necessity to comprehend wildfire…”
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A support vector machine model to forecast ground-level PM2.5 in a highly populated city with a complex terrain by Mogollón-Sotelo, Caroline, Casallas, Alejandro, Vidal, Sergio, Celis, Nathalia, Ferro, Camilo, Belalcazar, Luis

“…Physical models are essential to describe the behavior of pollutants especially in high latitudes, and they have been regarded as immensely precise. In the…”
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Design of an early alert system for PM2.5 through a stochastic method and machine learning models by Celis, Nathalia, Casallas, Alejandro, López-Barrera, Ellie Anne, Martínez, Hermes, Peña Rincón, Carlos A., Arenas, Ricardo, Ferro, Camilo

“…In Latin America, the levels of pollution have risen considerably in the last few years. 2019, for example, had one of the largest numbers of air quality…”
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Air pollution analysis in Northwestern South America: A new Lagrangian framework by Casallas, Alejandro, Cabrera, Ailin, Guevara-Luna, Marco-Andrés, Tompkins, Adrian, González, Yuri, Aranda, Juan, Belalcazar, Luis Carlos, Mogollon-Sotelo, Caroline, Celis, Nathalia, Lopez-Barrera, Ellie, Peña-Rincon, Carlos A., Ferro, Camilo

“…This study examines the spatiotemporal variations of PM2.5, PM10, SO2, O3, NO, and NO2 concentrations in Northwestern South America (NWSA). We assess the…”
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Long short-term memory artificial neural network approach to forecast meteorology and PM2.5 local variables in Bogotá, Colombia by Casallas, Alejandro, Ferro, Camilo, Celis, Nathalia, Guevara-Luna, Marco Andrés, Mogollón-Sotelo, Caroline, Guevara-Luna, Fredy Alejandro, Merchán, Martha

“…In places with complex topography, the reproduction of atmospheric dynamics is challenging and resource demanding. Recently, machine learning has been…”
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Surface, satellite ozone variations in Northern South America during low anthropogenic emission conditions: a machine learning approach by Casallas, Alejandro, Castillo-Camacho, Maria Paula, Sanchez, Edwin Ricardo, González, Yuri, Celis, Nathalia, Mendez-Espinosa, Juan Felipe, Belalcazar, Luis Carlos, Ferro, Camilo

“…2020 presented the ideal conditions for studying the air quality response to several emission reductions due to the COVID-19 lockdowns. Numerous studies found…”
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Validation of PM 10 and PM 2.5 early alert in Bogotá, Colombia, through the modeling software WRF-CHEM by Casallas, Alejandro, Celis, Nathalia, Ferro, Camilo, López Barrera, Ellie, Peña, Carlos, Corredor, John, Ballen Segura, Miguel

“…Air quality data from Bogotá, Colombia, show high levels of particulate matter (PM), which often generate respiratory problems to the population and a high…”
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Design of a 3D convolutional neural network model to forecast PM2.5 and O3 concentrations in Colombia by Casallas, Alejandro, Ferro, Camilo, Celis, Nathalia, Mogollon-Sotelo, Caroline, Belalcazar, Luis Carlos

“…Here a 3D convolutional recurrent neural network performance to forecast PM 2.5 and O 3 at the different stages of the lockdown in Colombia are presented. The…”
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