Comparison of eight degree-days estimation methods in four agroecological regions in Colombia



Document title: Comparison of eight degree-days estimation methods in four agroecological regions in Colombia
Journal: Bragantia
Database: PERIÓDICA
System number: 000358747
ISSN: 0006-8705
Authors: 1
2
1
Institutions: 1Universidad Militar Nueva Granada, Facultad de Ciencias Básicas, Bogotá. Colombia
2Universidad Nacional de Colombia, Departamento de Ciencias Agropecuarias, Medellín, Antioquia. Colombia
Year:
Season: Abr-Jun
Volumen: 71
Number: 2
Pages: 299-307
Country: Brasil
Language: Inglés
Document type: Artículo
Approach: Experimental
English abstract Eight methods were used to estimate degree-days in four Colombian localities. Four methods have been previously proposed in literature: Simple Sine, Double Sine, Simple Triangle, and Double Triangle methods. The other four methods are proposed in this research: Simple Logistic, Double Logistic, Simple Normal, and Double Normal. The estimation of the degree-days through hourly temperature values was used as the reference standard method, and the four localities from where the temperature values were taken were the municipalities of Cajicá (Cundinamarca), Santa Elena (Antioquia), Carepa (Urabá Antioqueño), and Ciudad Bolivar (Zona cafetera Antioqueña). Degree-days obtained by all methods under study were compared through linear regression to those obtained by the reference standard method. There were differences in the correlation of each method to the reference when compared within each region and among regions. The Simple Logistic and Double Logistic methods showed the best performance with acceptable R2 values and considerably lower bias than the other methods. The poorest fit was found in Cajicá, where the average R2 was 0.571. For the regions of Santa Elena and Carepa, the average R2 was 0.756 and 0.733. The best fit was found in Ciudad Bolivar, with an average R2 of 0.826
Portuguese abstract Estimativas de graus-dia foram obtidas pelos métodos de seno simples e duplo, triangulo simples e duplo, as quais são amplamente utilizadas. Quatro novos métodos foram propostos e avaliados nesta pesquisa: logística simples e dupla, normal simples e dupla, baseadas em regressão logística e distribuição normal. Registros horários de temperatura obtidos em Cajicá (Cundinamarca), Santa Elena (Antioquia), Carepa (Urabá Antioqueño) e Ciudad Bolivar (Região tradicional da cultura do café) foram utilizados para obter estimativas da soma térmica com maior precisão sendo, portanto, considerada como a referência para comparação utilizando regressão linear. Foram constatadas diferenças entre o ajuste dos métodos dentro de cada região e entre regiões. Foram observados os maiores coeficientes de determinação (R2), nos métodos de logística simples e logística dupla. O menor coeficiente de determinação, de 0,571, foi obtido em Cajicá enquanto nas regiões de Medellín e Carepa, o R2 foi de 0,756 e 0,733 respectivamente. O melhor ajuste foi obtido em Ciudad Bolivar, com um R2 igual a 0,826
Disciplines: Geociencias,
Agrociencias,
Matemáticas
Keyword: Ciencias de la atmósfera,
Matemáticas aplicadas,
Fisiología vegetal,
Grados día,
Tiempo térmico,
Umbral de temperatura,
Modelaje estadístico
Keyword: Earth sciences,
Agricultural sciences,
Mathematics,
Atmospheric sciences,
Applied mathematics,
Plant physiology,
Degree days,
Thermal time,
Temperature threshold,
Statistical modeling
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