Cargando…

Seasonal autoregressive integrated moving average (SARIMA) time-series model for milk production forecasting in pasture-based dairy cows in the Andean highlands

Milk production in the Andean highlands is variable over space and time. This variability is related to fluctuating environmental factors such as rainfall season which directly influence the availability of livestock feeding resources. The main aim of this study was to develop a time-series model to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Perez-Guerra, Uri H., Macedo, Rassiel, Manrique, Yan P., Condori, Eloy A., Gonzáles, Henry I., Fernández, Eliseo, Luque, Natalio, Pérez-Durand, Manuel G., García-Herreros, Manuel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653396/ https://www.ncbi.nlm.nih.gov/pubmed/37972120 http://dx.doi.org/10.1371/journal.pone.0288849

Ejemplares similares

Phenotypic Characterization of Creole Cattle in the Andean Highlands Using Bio-Morphometric Measures and Zoometric Indices
por: Rojas-Espinoza, Rolando, et al.
Publicado: (2023)

Comparative analysis of Gated Recurrent Units (GRU), long Short-Term memory (LSTM) cells, autoregressive Integrated moving average (ARIMA), seasonal autoregressive Integrated moving average (SARIMA) for forecasting COVID-19 trends
por: ArunKumar, K.E., et al.
Publicado: (2022)

Age-Related Differences in Testosterone Concentration and Its Relation to Testicular Biometrics, Hemodynamics, and Fertility in Alpacas (Vicugna pacos)
por: Pérez-Durand, Manuel G., et al.
Publicado: (2023)

Excessive Erythrocytosis and Cardiovascular Risk in Andean Highlanders
por: Corante, Noemí, et al.
Publicado: (2018)

Ovarian Follicular Dynamics and Its Functional Significance in Relation with Follicle Deviation, Vaginal Cytology, and Hormone Profiles in Llamas (Lama glama)
por: Perez-Guerra, Uri H., et al.
Publicado: (2022)

Nitrogen translocation by Highland cattle grazing in Alnus viridis-encroached pastures
por: Svensk, Mia, et al.
Publicado: (2023)

Application of one-, three-, and seven-day forecasts during early onset on the COVID-19 epidemic dataset using moving average, autoregressive, autoregressive moving average, autoregressive integrated moving average, and naïve forecasting methods
por: Lynch, Christopher J., et al.
Publicado: (2021)

Humans permanently occupied the Andean highlands by at least 7 ka
por: Haas, Randall, et al.
Publicado: (2017)

Strategies of diaspore dispersal investment in Compositae: the case of the Andean highlands
por: Tovar, Carolina, et al.
Publicado: (2023)

Forecasting the incidence of tuberculosis in China using the seasonal auto-regressive integrated moving average (SARIMA) model
por: Mao, Qiang, et al.
Publicado: (2018)

Effect of EGLN1 Genetic Polymorphisms on Hemoglobin Concentration in Andean Highlanders
por: Yasukochi, Yoshiki, et al.
Publicado: (2020)

Increased Reliance on Carbohydrates for Aerobic Exercise in Highland Andean Leaf-Eared Mice, but Not in Highland Lima Leaf-Eared Mice
por: Schippers, Marie-Pierre, et al.
Publicado: (2021)

Future Trend Forecast by Empirical Wavelet Transform and Autoregressive Moving Average
por: Wang, Qiusheng, et al.
Publicado: (2018)

Kinetics of arsenite removal by halobacteria from a highland Andean Chilean Salar
por: Paula, Díaz-Palma, et al.
Publicado: (2013)

Low Herbivory among Targeted Reforestation Sites in the Andean Highlands of Southern Ecuador
por: Adams, Marc-Oliver, et al.
Publicado: (2016)

The genetic prehistory of the Andean highlands 7000 years BP though European contact
por: Lindo, John, et al.
Publicado: (2018)

Soil Bacterial Communities From the Chilean Andean Highlands: Taxonomic Composition and Culturability
por: Maza, Felipe, et al.
Publicado: (2019)

The transformation of the andean rituals: the andean utopia at the crossroads
por: Burga Díaz, Manuel
Publicado: (1987)

A fractionally integrated autoregressive moving average approach to forecasting tourism demand
por: Chu, Fong-Lin
Publicado: (2008)

An Autoregressive Integrated Moving Average Model for Predicting Varicella Outbreaks — China, 2019
por: Wang, Miaomiao, et al.
Publicado: (2023)

Characterizing the genetic diversity of the Andean blueberry (Vaccinium floribundum Kunth.) across the Ecuadorian Highlands
por: Vega-Polo, Pamela, et al.
Publicado: (2020)

A strontium isoscape for the Conchucos region of highland Peru and its application to Andean archaeology
por: Washburn, Eden, et al.
Publicado: (2021)

Shifts in leaf litter breakdown along a forest–pasture–urban gradient in Andean streams
por: Iñiguez‐Armijos, Carlos, et al.
Publicado: (2016)

Investigation Into the Humaneness of Slaughter Methods for Guinea Pigs (Cavia porcelus) in the Andean Region
por: Limon, Georgina, et al.
Publicado: (2016)

Application of an autoregressive integrated moving average model for predicting injury mortality in Xiamen, China
por: Lin, Yilan, et al.
Publicado: (2015)

Forecasting Indian infant mortality rate: An application of autoregressive integrated moving average model
por: Mishra, Amit K., et al.
Publicado: (2019)

Plasma soluble erythropoietin receptor is decreased during sleep in Andean highlanders with Chronic Mountain Sickness
por: Villafuerte, Francisco C., et al.
Publicado: (2016)

Two new Liolaemus lizards from the Andean highlands of Southern Chile (Squamata, Iguania, Liolaemidae)
por: Troncoso-Palacios, Jaime, et al.
Publicado: (2016)

High heat tolerance in plants from the Andean highlands: Implications for paramos in a warmer world
por: Leon-Garcia, Indira V., et al.
Publicado: (2019)

The impact of gender-blindness on social-ecological resilience: The case of a communal pasture in the highlands of Ethiopia
por: Aregu, Lemlem, et al.
Publicado: (2016)

Assessment of autoregressive integrated moving average (ARIMA), generalized linear autoregressive moving average (GLARMA), and random forest (RF) time series regression models for predicting influenza A virus frequency in swine in Ontario, Canada
por: Petukhova, Tatiana, et al.
Publicado: (2018)

A Three-Year Autoregressive Cross-Lagged Panel Analysis on Nicotine Dependence and Average Smoking
por: Song, Tae Min, et al.
Publicado: (2012)

Distribution and Transmission of Medicinal Plant Knowledge in the Andean Highlands: A Case Study from Peru and Bolivia
por: Mathez-Stiefel, Sarah-Lan, et al.
Publicado: (2012)

Control, power, and responsibility: a qualitative study of local perspectives on problem drinking in Peruvian Andean highlands
por: Yamaguchi, Sakiko, et al.
Publicado: (2021)

Preserved peak exercise capacity in Andean highlanders with excessive erythrocytosis both before and after isovolumic hemodilution
por: Anza-Ramírez, Cecilia, et al.
Publicado: (2023)

Limnological response from high-altitude wetlands to the water supply in the Andean Altiplano
por: García-Sanz, Ignacio, et al.
Publicado: (2021)

Forecasting the incidence of mumps in Chongqing based on a SARIMA model
por: Qiu, Hongfang, et al.
Publicado: (2021)

The research of SARIMA model for prediction of hepatitis B in mainland China
por: Zhao, Daren, et al.
Publicado: (2022)

Analyzing the impact of a state concussion law using an autoregressive integrated moving average intervention analysis
por: Huang, Lihong, et al.
Publicado: (2020)

Predicting Diabetes and Estimating Its Economic Burden in China Using Autoregressive Integrated Moving Average Model
por: Zhu, Di, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_imh1lele9edk6fv7g5r8qlrl1s