TY - JOUR
T1 - Smart Irrigation Systems in Agriculture
T2 - A Systematic Review
AU - Vallejo-Gómez, David
AU - Osorio, Marisol
AU - Hincapié, Carlos A.
N1 - Publisher Copyright:
© 2023 by the authors.
PY - 2023/2
Y1 - 2023/2
N2 - This research aims to carry out a systematic review of the available literature about smart irrigation systems. It will be focused on systems using artificial intelligence techniques in urban and rural agriculture for soil crops to identify those that are currently being used or can be adapted to urban agriculture. To this end, a modified PRISMA 2020 method is applied, and three search equations are formulated. From those filters, and after a screening process, 170 articles are obtained. These articles are analyzed through VantagePoint, a text processing software. After this, they are taken through a detailed analysis phase in which 50 sources are selected as the most relevant to be read and analyzed by topic. Finally, the different phases of the analysis are used to draw conclusions that might be interesting for researchers working in this specific field or for the general public interested in rural and urban agriculture and its automation.
AB - This research aims to carry out a systematic review of the available literature about smart irrigation systems. It will be focused on systems using artificial intelligence techniques in urban and rural agriculture for soil crops to identify those that are currently being used or can be adapted to urban agriculture. To this end, a modified PRISMA 2020 method is applied, and three search equations are formulated. From those filters, and after a screening process, 170 articles are obtained. These articles are analyzed through VantagePoint, a text processing software. After this, they are taken through a detailed analysis phase in which 50 sources are selected as the most relevant to be read and analyzed by topic. Finally, the different phases of the analysis are used to draw conclusions that might be interesting for researchers working in this specific field or for the general public interested in rural and urban agriculture and its automation.
KW - Internet of Things (IoT)
KW - agriculture
KW - artificial intelligence (AI)
KW - fuzzy logic
KW - machine learning (ML)
KW - smart irrigation system
KW - urban agriculture
UR - http://www.scopus.com/inward/record.url?scp=85149206125&partnerID=8YFLogxK
U2 - 10.3390/agronomy13020342
DO - 10.3390/agronomy13020342
M3 - Artículo de revisión
AN - SCOPUS:85149206125
SN - 2073-4395
VL - 13
JO - Agronomy
JF - Agronomy
IS - 2
M1 - 342
ER -