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
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
Versión del recurso (Recomendado-único)
version publicada
License
CC BY 4.0
Condición de la licencia (Recomendado-repetible)
CC BY 4.0
Derechos de acceso
acceso abierto
Access Rights
acceso abierto
Id de Web of Science
WOS:000824216000001
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