Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends
Precision Agriculture (PA) and Agriculture 4.0 (A4.0) have been widely discussed as a medium to address the challenges related to agricultural production. In this research, we present a Systematic Literature Review (SLR) supported by a Bibliometric Performance and Network Analysis (BPNA) of the use...
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9166468/ |
| _version_ | 1819158818711404544 |
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| author | Michele Kremer Sott Leonardo Bertolin Furstenau Liane Mahlmann Kipper Faber D. Giraldo Jose Ricardo Lopez-Robles Manuel J. Cobo Adnan Zahid Qammer H. Abbasi Muhammad Ali Imran |
| author_facet | Michele Kremer Sott Leonardo Bertolin Furstenau Liane Mahlmann Kipper Faber D. Giraldo Jose Ricardo Lopez-Robles Manuel J. Cobo Adnan Zahid Qammer H. Abbasi Muhammad Ali Imran |
| author_sort | Michele Kremer Sott |
| collection | DOAJ |
| description | Precision Agriculture (PA) and Agriculture 4.0 (A4.0) have been widely discussed as a medium to address the challenges related to agricultural production. In this research, we present a Systematic Literature Review (SLR) supported by a Bibliometric Performance and Network Analysis (BPNA) of the use of A4.0 technologies and PA techniques in the coffee sector. To perform the SLR, 87 documents published since 2011 were extracted from the Scopus and Web of Science databases and processed through the Preferred Reporting Items for Systematic reviews and Meta-Analyzes (PRISMA) protocol. The BPNA was carried out to identify the strategic themes in the field of study. The results present 23 clusters with different levels of development and maturity. We also discovered and presented the thematic network structure of the most used A4.0 technologies in the coffee sector. Our findings shows that Internet of Things, Machine Learning and geostatistics are the most used technologies in the coffee sector, we also present the main challenges and trends related to technological adoption in coffee systems. We believe that the demonstrated results have the potential to be considered by researchers in future works and decision making related to the field of study. |
| first_indexed | 2024-12-22T16:30:42Z |
| format | Article |
| id | doaj.art-aeb3bbeedba7474695f22adfed75878e |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-22T16:30:42Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-aeb3bbeedba7474695f22adfed75878e2022-12-21T18:20:04ZengIEEEIEEE Access2169-35362020-01-01814985414986710.1109/ACCESS.2020.30163259166468Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future TrendsMichele Kremer Sott0https://orcid.org/0000-0002-7428-3993Leonardo Bertolin Furstenau1https://orcid.org/0000-0001-8984-7774Liane Mahlmann Kipper2Faber D. Giraldo3https://orcid.org/0000-0002-6111-3055Jose Ricardo Lopez-Robles4https://orcid.org/0000-0003-3780-1955Manuel J. Cobo5https://orcid.org/0000-0001-6575-803XAdnan Zahid6https://orcid.org/0000-0001-5364-6057Qammer H. Abbasi7https://orcid.org/0000-0002-7097-9969Muhammad Ali Imran8https://orcid.org/0000-0003-4743-9136Graduate Program of Industrial Systems and Processes, University of Santa Cruz do Sul, Santa Cruz do Sul, BrazilGraduate Program of Industrial Systems and Processes, University of Santa Cruz do Sul, Santa Cruz do Sul, BrazilGraduate Program of Industrial Systems and Processes, University of Santa Cruz do Sul, Santa Cruz do Sul, BrazilSINFOCI Research Group, Faculty of Engineering, University of Quindío, Armenia, ColombiaPostgraduate Program of Engineering and Applied Technology (National Laboratory CONACYT-SEDEAM), Autonomous University of Zacatecas, Zacatecas, MexicoDepartment of Computer Engineering, University of Cádiz, Cádiz, SpainJames Watt School of Engineering, University of Glasgow, Glasgow, U.K.James Watt School of Engineering, University of Glasgow, Glasgow, U.K.James Watt School of Engineering, University of Glasgow, Glasgow, U.K.Precision Agriculture (PA) and Agriculture 4.0 (A4.0) have been widely discussed as a medium to address the challenges related to agricultural production. In this research, we present a Systematic Literature Review (SLR) supported by a Bibliometric Performance and Network Analysis (BPNA) of the use of A4.0 technologies and PA techniques in the coffee sector. To perform the SLR, 87 documents published since 2011 were extracted from the Scopus and Web of Science databases and processed through the Preferred Reporting Items for Systematic reviews and Meta-Analyzes (PRISMA) protocol. The BPNA was carried out to identify the strategic themes in the field of study. The results present 23 clusters with different levels of development and maturity. We also discovered and presented the thematic network structure of the most used A4.0 technologies in the coffee sector. Our findings shows that Internet of Things, Machine Learning and geostatistics are the most used technologies in the coffee sector, we also present the main challenges and trends related to technological adoption in coffee systems. We believe that the demonstrated results have the potential to be considered by researchers in future works and decision making related to the field of study.https://ieeexplore.ieee.org/document/9166468/Agriculture 4.0bibliometriccoffeedigital agriculturedigital transformationindustry 4.0 |
| spellingShingle | Michele Kremer Sott Leonardo Bertolin Furstenau Liane Mahlmann Kipper Faber D. Giraldo Jose Ricardo Lopez-Robles Manuel J. Cobo Adnan Zahid Qammer H. Abbasi Muhammad Ali Imran Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends IEEE Access Agriculture 4.0 bibliometric coffee digital agriculture digital transformation industry 4.0 |
| title | Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends |
| title_full | Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends |
| title_fullStr | Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends |
| title_full_unstemmed | Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends |
| title_short | Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends |
| title_sort | precision techniques and agriculture 4 0 technologies to promote sustainability in the coffee sector state of the art challenges and future trends |
| topic | Agriculture 4.0 bibliometric coffee digital agriculture digital transformation industry 4.0 |
| url | https://ieeexplore.ieee.org/document/9166468/ |
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