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Trends on Advanced Information and Communication Technologies for Improving Agricultural Productivities: A Bibliometric Analysis.

Authors :
Armenta-Medina, Dagoberto
Ramirez-delReal, Tania A.
Villanueva-Vásquez, Daniel
Mejia-Aguirre, Cristian
Source :
Agronomy; Dec2020, Vol. 10 Issue 12, p1989, 1p
Publication Year :
2020

Abstract

In this work, an exhaustive revision is given of the literature associated with advanced information and communication technologies in agriculture within a window of 25 years using bibliometric tools enabled to detect of the main actors, structure, and dynamics in the scientific papers. The main findings are a trend of growth in the dynamics of publications associated with advanced information and communication technologies in agriculture productivity. Another assertion is that countries, like the USA, China, and Brazil, stand out in many publications due to allocating more resources to research, development, and agricultural productivity. In addition, the collaboration networks between countries are frequently in regions with closer cultural and idiomatic ties; additionally, terms' occurrence are obtained with Louvain algorithm predominating four clusters: precision agriculture, smart agriculture, remote sensing, and climate smart agriculture. Finally, the thematic-map characterization with Callon's density and centrality is applied in three periods. The first period of thematic analysis shows a transition in detecting the variability of a nutrient, such as nitrogen, through the help of immature georeferenced techniques, towards greater remote sensing involvement. In the transition from the second to the third stage, the maturation of technologies, such as unmanned aerial vehicles, wireless sensor networks, and the machine learning area, is observed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20734395
Volume :
10
Issue :
12
Database :
Complementary Index
Journal :
Agronomy
Publication Type :
Academic Journal
Accession number :
147803007
Full Text :
https://doi.org/10.3390/agronomy10121989