Missing data estimation in extreme rainfall indices for the Metropolitan area of Cali - Colombia: An approach based on artificial neural networks

Ocampo-Marulanda, Camilo; Cerón, Wilmar Loaiza; Ávila-Díaz, Alvaro; Canchala, Teresita; Alfonso-Morales, Wilfredo; Kayano, Mary Toshie; Torres, Roger Rodrigues

doi:10.1016/j.dib.2021.107592

Cited by 6 publications

(1 citation statement)

References 10 publications

(12 reference statements)

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“…According to this, the methodology most appropriate to the case study area (Bucaramanga, Colombia), was based on the following criteria: The chosen method is not strictly applied for areas with a diversity of climatic seasons, due to the proximity to the Equator line in which the monitoring was carried out. [18]. Of equal importance, the method must include the main monitored study variables such as temperature and relative humidity, which influence the thermal sensation of a given area.…”

Section: Heat Index and Thermal Sensationmentioning

confidence: 99%

Analysis of the thermal sensation in single-family home from microclimatic monitoring: Case study Bucaramanga Colombia

Ascanio,

Tarazona Romero,

Sandoval Rodriguez

et al. 2023

PEN

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The present work describes the experimentation of monitoring for the finding of the heat index and the individual thermal sensation, where the behavior of the real temperature in the exterior and interior of a conventional single-family house with a warm and temperate climate in Colombia was analyzed. The detailed monitoring campaign is carried out for 2880 hours, where the conditions of the interior area of the house and the local climatic conditions of the area are recorded, through the implementation of a thermohydrometers registration system. The methodology for the calculation of the sensation of heat and thermal comfort was determined under the adjusted equation of cooling power of Leonardo Hill and Morikofer-Davos, applied in the analyses of the Institute of Hydrology, Meteorology and Environmental Studies -IDEAM. The results showed a thermal sensation of dissatisfaction of 97.7%, because with the monitored temperature the thermal sensation is calculated yielding in 1382.4 hours with very hot, 1151.6 hours of hot and 280.8 hours of warm thermal sensation.

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Section: Heat Index and Thermal Sensationmentioning

confidence: 99%