The emergence of precision agriculture (PA) has brought a radical change in the agriculture sector and significantly contributed to agronomic development. In recent years, academic research on PA has increased at an unprecedented pace. However, a comprehensive picture of how PA can benefit the agriculture sector is still lacking. In addition, there is a clear scarcity of studies on PA that evaluate the impact of this paradigm on agriculture resources and inform practitioners about the importance of data-driven farming and agriculture. Therefore, we attempted to employ a bibliometric method to ascertain the current state-of-the-art and dynamics of PA. The findings of the analysis highlighted four distinct phases and the most predominant enabling technologies in PA. Additionally, we reviewed the key trends and put forth insightful recommendations for future research by researchers and practitioners. In terms of contributions, this review developed an integrative framework comprising PA-related technologies, PA application areas, and PA advantages. Furthermore, the challenges of PA were identified and categorized into four broad groups. Finally, the study's novelty resides in its systematization of the PA literature and its recommendations of several research directions for advancing PA in the agriculture sector.
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Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Duy Tan Univ, Fac Informat Technol, Da Nang 550000, Vietnam
Univ Sains Islam Malaysia, Fac Sci & Technol, Negeri Sembilan, MalaysiaDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Niknejad, Naghmeh
Ismail, Waidah
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Univ Sains Islam Malaysia, Fac Sci & Technol, Negeri Sembilan, MalaysiaDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Ismail, Waidah
Bahari, Mahadi
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Univ Teknol Malaysia, Azman Hashim Int Business Sch, Johor Baharu, MalaysiaDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Bahari, Mahadi
Hendradi, Rimuljo
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Univ Airlangga, Informat Syst Study Program, Surabaya, IndonesiaDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Hendradi, Rimuljo
Salleh, Ahmad Zaki
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Univ Sains Islam Malaysia, Fac Syariah & Law, Negeri Sembilan, MalaysiaDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
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Sarala Birla Univ, Fac Commerce & Management, Ranchi, Jharkhand, India
Sarala Birla Univ, Fac Commerce & Management, Ranchi 834013, Jharkhand, IndiaSarala Birla Univ, Fac Commerce & Management, Ranchi, Jharkhand, India
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Kastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
EU Business Sch, Munich, GermanyKastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
Arici, Hasan Evrim
Aydin, Cagdas
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Kastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, TurkiyeKastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
Aydin, Cagdas
Koseoglu, Mehmet Ali
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Metropolitan State Univ, Coll Management, Minneapolis, MN USAKastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
Koseoglu, Mehmet Ali
Sokmen, Alptekin
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Kastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
Ankara Haci Bayram Veli Univ, Fac Econ & Adm Sci, Dept Business, Ankara, TurkiyeKastamonu Univ, Fac Tourism, Orgeneral Atilla Ates Pasa Ave, TR-37150 Kastamonu, Turkiye
机构:
Natl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Bhattacharjee, Subhradip
Panja, Amitava
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Natl Dairy Res Inst, Dairy Extens Div, ICAR, Karnal 132001, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Panja, Amitava
Panda, Moumita
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Bidhan Chandra Krishi Viswavidyalaya, Dept Plant Pathol, Nadia 741252, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Panda, Moumita
Dutta, Subham
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Bidhan Chandra Krishi Viswavidyalaya, Dept Plant Pathol, Nadia 741252, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Dutta, Subham
Dutta, Susanta
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Lovely Profess Univ, Agron Dept, Phagwara 144401, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Dutta, Susanta
Kumar, Rakesh
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Natl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Kumar, Rakesh
Kumar, Dinesh
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Cent Coastal Agr Res Inst, Intellectual Property Rights Cell, ICAR, Old Goa 403402, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Kumar, Dinesh
Yadav, Malu Ram
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Rajasthan Agr Res Inst, Div Agron, SKNAU, Jaipur 302018, IndiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Yadav, Malu Ram
Minkina, Tatiana
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Southern Fed Univ, Acad Biol & Biotechnol, 194-1 Stachki Prosp, Rostov Na Donu 344090, RussiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Minkina, Tatiana
Kalinitchenko, Valery P.
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All Russia Phytopathol Res Inst, 5 Inst St, Big Vyazy, Moscow 143050, RussiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Kalinitchenko, Valery P.
Singh, Rupesh Kumar
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Univ Minho, Ctr Mol & Environm Biol, Dept Biol, Campus Gualtar, P-4710057 Braga, Portugal
Dept Protect Specif Crops, InnovPlantProtect Collaborat Lab, Estr Gil Vaz, Apartado 72, P-7350999 Elvas, PortugalNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
Singh, Rupesh Kumar
Rajput, Vishnu D.
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Southern Fed Univ, Acad Biol & Biotechnol, 194-1 Stachki Prosp, Rostov Na Donu 344090, RussiaNatl Dairy Res Inst, Agron Sect, ICAR, Karnal 132001, India
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Univ Roma Tor Vergata, Fac Econ, Dept Management & Law, Via Columbia 2, I-00133 Rome, ItalyUniv Roma Tor Vergata, Fac Econ, Dept Management & Law, Via Columbia 2, I-00133 Rome, Italy
Rejeb, Abderahman
Abdollahi, Alireza
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Kharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, IranUniv Roma Tor Vergata, Fac Econ, Dept Management & Law, Via Columbia 2, I-00133 Rome, Italy
Abdollahi, Alireza
Rejeb, Karim
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Univ Carthage, Fac Sci Bizerte, Zarzouna 7021, Bizerte, TunisiaUniv Roma Tor Vergata, Fac Econ, Dept Management & Law, Via Columbia 2, I-00133 Rome, Italy
Rejeb, Karim
Treiblmaier, Horst
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Modul Univ Vienna, Sch Int Management, Kahlenberg 1, A-1190 Vienna, AustriaUniv Roma Tor Vergata, Fac Econ, Dept Management & Law, Via Columbia 2, I-00133 Rome, Italy
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Kharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, IranKharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, Iran
Abdollahi, Alireza
Rejeb, Karim
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Univ Carthage, Fac Sci Bizerte, Zarzouna 7021, Bizerte, TunisiaKharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, Iran
Rejeb, Karim
Rejeb, Abderahman
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Szechenyi Istvan Univ, Doctoral Sch Reg Sci & Business Adm, H-9026 Gyor, HungaryKharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, Iran
Rejeb, Abderahman
Mostafa, Mohamed M.
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Gulf Univ Sci & Technol, Coll Business, Hawally 40006, KuwaitKharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, Iran
Mostafa, Mohamed M.
Zailani, Suhaiza
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Univ Malaya, Fac Business & Accountancy, Dept Operat Management & Informat Syst, Kuala Lumpur 50203, MalaysiaKharazmi Univ, Fac Management, Dept Business Adm, Tehran 1599964511, Iran
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Univ Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Univ Quindio, Fac Engn, SINFOCI Res Grp, Armenia 630004, ColombiaUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Sott, Michele Kremer
Furstenau, Leonardo Bertolin
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Univ Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, BrazilUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Furstenau, Leonardo Bertolin
Kipper, Liane Mahlmann
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Univ Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Autonomous Univ Zacatecas, Postgrad Program Engn & Appl Technol, Natl Lab CONACYT SEDEAM, Zacatecas 98000, Zacatecas, MexicoUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Kipper, Liane Mahlmann
Giraldo, Faber D.
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Univ Quindio, Fac Engn, SINFOCI Res Grp, Armenia 630004, ColombiaUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Giraldo, Faber D.
Lopez-Robles, Jose Ricardo
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Autonomous Univ Zacatecas, Postgrad Program Engn & Appl Technol, Natl Lab CONACYT SEDEAM, Zacatecas 98000, Zacatecas, MexicoUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Lopez-Robles, Jose Ricardo
Cobo, Manuel J.
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Univ Cadiz, Dept Comp Engn, Cadiz 11519, SpainUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Cobo, Manuel J.
Zahid, Adnan
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Univ Glasgow, James Watt Sch Engn, Glasgow G12 8QQ, Lanark, ScotlandUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Zahid, Adnan
Abbasi, Qammer H.
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Univ Glasgow, James Watt Sch Engn, Glasgow G12 8QQ, Lanark, ScotlandUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil
Abbasi, Qammer H.
Imran, Muhammad Ali
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Univ Glasgow, James Watt Sch Engn, Glasgow G12 8QQ, Lanark, ScotlandUniv Santa Cruz do Sul, Grad Program Ind Syst & Proc, BR-96816501 Santa Cruz Do Sul, RS, Brazil