Modern analytical and bioanalytical technologies and concepts for smart and precision farming

被引:3
|
作者
Tsong, Jia Ling [1 ]
Khor, Sook Mei [1 ,2 ]
机构
[1] Univ Malaya, Fac Sci, Dept Chem, Kuala Lumpur 50603, Malaysia
[2] Univ Malaya, Fac Sci, Ctr Fundamental & Frontier Sci Nanostruct Selfasse, Dept Chem, Kuala Lumpur 50603, Malaysia
关键词
SOIL-MOISTURE; REAL-TIME; BIOSENSOR; SENSOR; SITE;
D O I
10.1039/d3ay00647f
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Unpredictable natural disasters, disease outbreaks, climate change, pollution, and war constantly threaten food crop production. Smart and precision farming encourages using information or data obtained by using advanced technology (sensors, AI, and IoT) to improve decision-making in agriculture and achieve high productivity. For instance, weather prediction, nutrient information, pollutant assessment, and pathogen determination can be made with the help of new analytical and bioanalytical methods, demonstrating the potential for societal impact such as environmental, agricultural, and food science. As a rising technology, biosensors can be a potential tool to promote smart and precision farming in developing and underdeveloped countries. This review emphasizes the role of on-field, in vivo, and wearable biosensors in smart and precision farming, especially those biosensing systems that have proven with suitably complex and analytically challenging samples. The development of various agricultural biosensors in the past five years that fulfill market requirements such as portability, low cost, long-term stability, user-friendliness, rapidity, and on-site monitoring will be reviewed. The challenges and prospects for developing IoT and AI-integrated biosensors to increase crop yield and advance sustainable agriculture will be discussed. Using biosensors in smart and precision farming would ensure food security and revenue for farming communities.
引用
收藏
页码:3125 / 3148
页数:24
相关论文
共 50 条
  • [1] MODERN AND SMART FARMING TECHNOLOGIES
    Schueller, John K.
    [J]. Nordic View to Sustainable Rural Development, 2015, : 368 - 368
  • [2] Modern unmanned aerial technologies for the development of agribusiness and precision farming
    Kovalev, I., V
    Testoyedov, N. A.
    [J]. III INTERNATIONAL SCIENTIFIC CONFERENCE: AGRITECH-III-2020: AGRIBUSINESS, ENVIRONMENTAL ENGINEERING AND BIOTECHNOLOGIES, PTS 1-8, 2020, 548
  • [3] New bioanalytical technologies and concepts: worth the fuss?
    Smith, Dennis A.
    [J]. BIOANALYSIS, 2013, 5 (16) : 1969 - 1973
  • [4] New bioanalytical technologies and concepts: worth the effort?
    Abu-Rabie, Paul
    [J]. BIOANALYSIS, 2013, 5 (16) : 1975 - 1978
  • [5] Precision Livestock Farming Technologies
    Andonovic, Ivan
    Michie, Craig
    Cousin, Philippe
    Janati, Ahmed
    Congduc Pham
    Diop, Mamour
    [J]. 2018 GLOBAL INTERNET OF THINGS SUMMIT (GIOTS), 2018, : 271 - 276
  • [6] Beyond precision farming: "Smart farming" is coming
    Pomar, Jesus
    Lopez, Vicente
    [J]. IX CONGRESO IBERICO DE AGROINGENIERIA - LIBROS DE ACTAS, 2018, : 519 - 527
  • [7] SMART FARMING: SENSING TECHNOLOGIES
    Sarmila, S. S.
    Harshini, N. B.
    Ishwarya, S. R.
    Arati, C. R.
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC 2018), 2018, : 149 - 155
  • [8] Green miniaturized technologies in analytical and bioanalytical chemistry
    Agrawal, Arpana
    Kecili, Rustem
    Ghorbani-Bidkorbeh, Fatemeh
    Hussain, Chaudhery Mustansar
    [J]. TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2021, 143
  • [9] Augmented Reality in Precision Farming: Concepts and Applications
    Hurst, William
    Mendoza, Frida Ruiz
    Tekinerdogan, Bedir
    [J]. SMART CITIES, 2021, 4 (04): : 1454 - 1468
  • [10] Radar sensors: emerging technologies for precision farming - Part 1: Basic concepts and soil moisture measurements
    Paul, W
    Speckmann, H
    [J]. LANDBAUFORSCHUNG VOLKENRODE, 2004, 54 (02): : 73 - 86