Development of an IoT-Based Device for Real-Time Detection of Soil NPK Nutrient Content to Optimize Soybean Yields
Abstract
Keywords
Full Text:
PDF(EN)References
[BPS-Statistics Indonesia] Indonesian Central Bureau of Statistics. 2019. Statistical yearbook of Indonesia. Jakarta (ID): BPS-Statistics Indonesia, Indonesian Central Bureau of Statistics.
Cahyono O. 2009. Formation of occluded-P compound from unabsorbed phosphate fertilizer in paddy soil. Agrivita. 31:243β248.
Cahyono O, Hartati S. 2013. Improvement of phosphate fertilization method in wetland rice. Agrivita. 35(1):81β87. https://doi.org/10.17503/agrivita-2013-35-1-p081-087.
Chauhan AK, Gupta PK. 2019. Intelligent greenhouse environment monitoring and automatic controlling system using IoT. Int J Recent Technol Eng. 7(6):45β49.
Dhanaraju M, Chenniappan P, Ramalingam K, Pazhanivelan S, Kaliaperumal R. 2022. Smart farming: Internet of things (IoT)-based sustainable agriculture. Agriculture. 12(10):1745. https://doi.org/10.3390/agriculture12101745.
Epstein E, Bloom AJ. 2005. Mineral nutrition of plants: Principles and perspectives. 2nd ed. Sunderland (EN): Sinauer Associates.
Ihsan I, Aditya AW. 2023. Penerapan Internet of Things (IoT) sebagai sistem monitoring dan controller pada kematangan kerupuk Bandung. Emit J Tek Elektro. 22(2):113β119. https://doi.org/10.23917/emitor.v22i2.22017.
Johnston AM, Bruulsema TW. 2014. 4R nutrient stewardship for improved nutrient use efficiency. Procedia Eng. 83:365β370. https://doi.org/10.1016/j.proeng.2014.09.029.
Kaiser DE, Rosen CJ. 2018. Potassium for crop production. Univ Minnesota Ext. [accessed 2024 Mar 3]. https://extension.umn.edu/phosphorus-and-potassium/potassium-crop-production.
Khairnar PP, Gaikwad D V, Kale SR, Madane MT, Giri MB. 2016. Wireless sensor network application in agriculture for monitoring agriculture production process. Int J Adv Res Comput Eng Technol. 5(5):2278β1323.
Kumar Arun, Kumar Abhishek, De A, Shekhar S, Singh RK. 2019. IoT based farming recommendation system using soil nutrient and environmental condition detection. Int J Innov Technol Explor Eng. 8(11):3055β3060. https://doi.org/10.35940/ijitee.K2335.0981119.
Larson WE, Pierce FJ. 1994. The dynamics of soil quality as a measure of sustainable management. In: Doran JW, Coleman DC, Bezdicek DF, Stewart BA, editors. Defining soil quality for a sustainable environment. Madison (US): Soil Science Society of America and American Society of Agronomy. p. 37β51.
[MARI] Ministry of Agriculture Republic of Indonesia. 2019. Annual report of the Ministry of Agriculture, Republic of Indonesia [Laporan tahunan Kementerian Pertanian]. Planning Bureau Ministry of Agriculture, Republic of Indonesia.
Masrie M, Rosli AZM, Sam R, Janin Z, Nordin MK. 2018. Integrated optical sensor for NPK Nutrient of Soil detection. In: 2018 IEEE 5th International Conference on Smart Instrumentation, Measurement and Application (ICSIMA). IEEE. p. 1β4.
Ojha M, Mohite S, Kathole S, Tarware D. 2016. Microcontroller based automatic plant watering system. Int J Comput Sci Eng. 5(3):25β36.
Parjono P. 2019. The study of nutrient macro soil (N, P, and K) in profile soil forest land, agroforestry, and dryland agriculture. Musamus AE Featur J. 1(2):35β40. https://doi.org/10.35724/maef-j.v1i2.1847.
Patil KA, Kale NR. 2016. A model for smart agriculture using IoT. In: 2016 International Conference on Global Trends in Signal Processing, Information Computing and Communication (ICGTSPICC). IEEE. p. 543β545.
Perdana D, Alfatikhah DA, Alinursafa I, Marwan AA. 2023. Performance analysis of LoRaWAN Class A and Class C in the measurement of nutrient content systems. Int J Intell Eng Syst. 16(3):388β404. https://doi.org/10.22266/ijies2023.0630.31.
Perin V, Santos EA, Lollato R, RuizβDiaz D, Kluitenberg GJ. 2020. Impacts of ammonia volatilization from broadcast urea on winter wheat production. Agron J. 112(5):3758β3772. https://doi.org/10.1002/agj2.20371.
Prabha R, Sinitambirivoutin E, Passelaigue F, Ramesh MV. 2018. Design and development of an IoT based smart irrigation and fertilization system for chilli farming. In: 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET). IEEE. p. 1β7.
Pravin A, Prem Jacob T, Asha P. 2018. Enhancement of plant monitoring using IoT. Int J Eng Technol. 7(3.27):53β55. https://doi.org/10.14419/ijet.v7i3.27.17653.
Sayyad SB, Shaikh MA, Anpat SM, Kolapkar MM. 2024. IoT based soil monitoring for precision agriculture. In: Remote Sensing in Precision Agriculture. Elsevier. p. 43β59.
Susanto H, Nurcahyo A. 2020. Design and implementation of a smart home security system using voice command and Internet of Things. Khazanah Inform J Ilmu Komput dan Inform. 6(2):82β94. https://doi.org/10.23917/khif.v6i2.9320.
Swathi T, T D R, Sudha S. 2023. Design of an IoT based soil monitoring system. In: 2023 International Conference on IoT, Communication and Automation Technology (ICICAT). IEEE. p. 1β6.
Wahyunto, Hikmatullah, Suryani E, Tafakresnanto C, Sofyan Ritung, Anny Mulyani, Sukarman, Nugroho K, Sulaeman Y, Apriana Y, et al. 2016. Petunjuk teknis pedoman penilaian kesesuaian lahan untuk komoditas pertanian strategis tingkat semi detail skala 1:50.000. rsal Las, D. Subardja, Agus F, Sitorus SRP, Nurwadjedi, Haryono, Widiatmaka, Noor M, editors. Bogor (ID): Balai Besar Penelitian dan Pengembangan Sumberdaya Lahan Pertanian, Badan Penelitian dan Pengembangan Pertanian (Indonesian Agency for Agricultural Research and Development).
Wolfert S, Ge L, Verdouw C, Bogaardt M. 2017. Big data in smart farming β A review. Agric Syst. 153:69β80. https://doi.org/10.1016/j.agsy.2017.01.023.
Yan C, Zhan H, Yan S, Gong Z, Barbie M. 2016. Effects of straw retention and phosphorous fertilizer application on available phosphorus content in the soil solution during rice growth. Paddy Water Environ. 14(1):61β69. https://doi.org/10.1007/s10333-015-0478-y.
Zambon I, Cecchini M, Egidi G, Saporito MG, Colantoni A. 2019. Revolution 4.0: Industry vs. agriculture in a future development for SMEs. Processes. 7(1):36. https://doi.org/10.3390/pr7010036.
Zhang FS. 2006. Technical overview of soil formula fertilization. Beijing (CN): China Agricultural University Press.Refbacks
- There are currently no refbacks.