Low-cost precision agriculture for sustainable farming using paper-based analytical devices

被引:3
作者
Albuquerque, Jessica Rodrigues de Paula [1 ,2 ]
Makara, Cleyton Nascimento [1 ,2 ]
Ferreira, Vinicius Guimaraes [1 ,2 ]
Brazaca, Lais Canniatti [1 ]
Carrilho, Emanuel [1 ,2 ]
机构
[1] Univ Sao Paulo, Inst Quim Sao Carlos, 400 Trabalhador Sao Carlense Ave, BR-13566590 Sao Carlos, SP, Brazil
[2] Inst Nacl Ciencia & Tecnol Bioanalit INCTBio, BR-13083970 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
CALCIUM; SENSORS; WATER;
D O I
10.1039/d4ra02310b
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The United Nations estimates that by 2030, agricultural production must increase by 70% to meet food demand. Precision agriculture (PA) optimizes production through efficient resource use, with soil fertility being crucial for nutrient supply. Traditional nutrient quantification methods are costly and time-consuming. This study introduces a rapid (15 min), user-friendly, paper-based platform for determining four essential macronutrients-nitrate, magnesium, calcium, and ammonium-using colorimetric methods and a smartphone for data reading and storage. The sensor effectively detects typical soil nutrient concentrations, showing strong linearity and adequate detection limits. For nitrate, the RGB method resulted in an R2 of 0.992, a detection range of 0.5 to 10.0 mmol L-1, and an LOD of 0.299 mmol L-1. Calcium quantification using grayscale displayed an R2 of 0.993, a detection range of 2.0 to 6.0 mmol L-1, and an LOD of 0.595 mmol L-1. Magnesium was best quantified using the hue color space, with an R2 of 0.999, a detection range of 1.0 to 6.0 mmol L-1, and an LOD of 0.144 mmol L-1. Similarly, ammonium detection using the hue color space had an R2 of 0.988, a range of 0.5 to 2.5 mmol L-1, and an LOD of 0.170 mmol L-1. This device enhances soil fertility assessment accessibility, supporting PA implementation and higher food production. A paper-based platform quantifies essential soil macronutrients (nitrate, magnesium, calcium, ammonium) using colorimetry and a smartphone. This device enhances soil fertility assessment, supporting precision agriculture and boosting food production.
引用
收藏
页码:23392 / 23403
页数:12
相关论文
共 84 条
[1]   On-the-go soil sensors for precision agriculture [J].
Adamchuk, VI ;
Hummel, JW ;
Morgan, MT ;
Upadhyaya, SK .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2004, 44 (01) :71-91
[2]   Electrochemical detection of calcium and magnesium in water bodies [J].
Akhter, Fowzia ;
Nag, Anindya ;
Alahi, Md Eshrat E. ;
Liu, Hangrui ;
Mukhopadhyay, Subhas Chandra .
SENSORS AND ACTUATORS A-PHYSICAL, 2020, 305
[3]   Developments of microfluidic paper-based analytical devices (μPADs) for water analysis: A review [J].
Almeida, M. Ines G. S. ;
Jayawardane, B. Manori ;
Kolev, Spas D. ;
McKelvie, Ian D. .
TALANTA, 2018, 177 :176-190
[4]  
[Anonymous], 1998, [No title captured]
[5]  
[Anonymous], 2009, GLOBAL AGR 2050
[6]   Application of ion sensitive field effect transistor based sensors to soil analysis [J].
Artigas, J ;
Beltran, A ;
Jiménez, C ;
Baldi, A ;
Mas, R ;
Domínguez, C ;
Alonso, J .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2001, 31 (03) :281-293
[7]   Development of a photopolymerisable membrane for calcium ion sensors -: Application to soil drainage waters [J].
Artigas, J ;
Beltran, A ;
Jiménez, C ;
Bartrolí, J ;
Alonso, J .
ANALYTICA CHIMICA ACTA, 2001, 426 (01) :3-10
[8]   Digital colorimetric analysis for estimation of iron in water with smartphone-assisted microfluidic paper-based analytical devices [J].
Balasubramanian, Sivasamy ;
Udayabhanu, Aditya ;
Kumar, Ponnusamy Senthil ;
Muthamilselvi, Ponnuchamy ;
Eswari, Chidhambaram ;
Vasantavada, Aalekhya ;
Kanetkar, Shreyas ;
Kapoor, Ashish .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY, 2023, 103 (11) :2480-2497
[9]  
Barber S. A., 1995, SOIL NUTR BIOAVAILAB
[10]   Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture [J].
Benyezza, Hamza ;
Bouhedda, Mounir ;
Kara, Reda ;
Rebouh, Samia .
INTERNET OF THINGS, 2023, 23