Repositorio UFRO · Omeka S

Agricultural Big Data Architectures in the Context of Climate Change: A Systematic Literature Review

Primer Autor	Cravero, Ania
Co-autores	Bustamante, Ana Negrier, Marlene Galeas, Patricio
Título	Agricultural Big Data Architectures in the Context of Climate Change: A Systematic Literature Review
Editorial	MDPI
Revista	SUSTAINABILITY
Lenguaje	en
Resumen	Climate change is currently one of agriculture's main problems in achieving sustainability. It causes drought, increased rainfall, and increased diseases, causing a decrease in food production. In order to combat these problems, Agricultural Big Data contributes with tools that improve the understanding of complex, multivariate, and unpredictable agricultural ecosystems through the collection, storage, processing, and analysis of vast amounts of data from diverse heterogeneous sources. This research aims to discuss the advancement of technologies used in Agricultural Big Data architectures in the context of climate change. The study aims to highlight the tools used to process, analyze, and visualize the data, to discuss the use of the architectures in crop, water, climate, and soil management, and especially to analyze the context, whether it is in Resilience Mitigation or Adaptation. The PRISMA protocol guided the study, finding 33 relevant papers. However, despite advances in this line of research, few papers were found that mention architecture components, in addition to a lack of standards and the use of reference architectures that allow the proper development of Agricultural Big Data in the context of climate change.
Tipo de Recurso	artículo de revisión
doi	10.3390/su14137855
Formato Recurso	PDF
Palabras Claves	big data architecture agriculture climate change systematic literature review DATA ANALYTICS CHALLENGES MANAGEMENT LAND RESPONSES IMPACTS
Ubicación del archivo	http://dx.doi.org/10.3390/su14137855
Categoría OCDE	Ciencia y tecnología verdes y sostenibles Ciencias Ambientales Estudios ambientales
Materias	big data arquitectura agricultura cambio climático revisión sistemática de la literatura ANÁLISIS DE DATOS DESAFÍOS GESTIÓN TIERRA RESPUESTAS IMPACTOS
Disciplinas de la OCDE	Agricultura Ciencias de la Computación Ciencias del Medio Ambiente
Versión del recurso (Recomendado-único)	version publicada
Tipo de ruta	dorada verde
Access Rights	acceso abierto
Derechos de acceso	acceso abierto
Id de Web of Science	WOS:000824216000001
Título de la cita (Recomendado-único)	Agricultural Big Data Architectures in the Context of Climate Change: A Systematic Literature Review
Identificador del recurso (Mandatado-único)	artículo de revisión
License	CC BY 4.0
Condición de la licencia (Recomendado-repetible)	CC BY 4.0