Internet of things (IoT) based saffron cultivation system in greenhouse

被引:1
|
作者
Khan, Rabia [1 ]
Farooq, Muhammad Shoaib [1 ]
Khelifi, Adel [2 ]
Ahmad, Umer [3 ]
Ahmad, Faizan [4 ]
Riaz, Shamyla [1 ]
机构
[1] Univ Management & Technol, Sch Syst & Technol, Lahore 54000, Pakistan
[2] Abu Dhabi Univ, Comp Sci & Informat Technol, Abu Dhabi, U Arab Emirates
[3] Garrison Univ Lahore, Dept Comp Sci, Lahore, Pakistan
[4] Cardiff Metropolitan Univ, Cardiff Sch Technol, Cardiff, Wales
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Internet of things; Greenhouse; IoT sensors; Saffron; Agronomical factors; Architecture; CROCUS-SATIVUS L; MOTHER CORM SIZE; IRRIGATION WATER; SALINITY; GROWTH; MANURE;
D O I
10.1038/s41598-024-69513-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Saffron is the world's most expensive and legendary crop that is widely used in cuisine, drugs, and cosmetics. Therefore, the demand for saffron is increasing globally day by day. Despite its massive demand the cultivation of saffron has dramatically decreased and grown in only a few countries. Saffron is an environment-sensitive crop that is affected by various factors including rapid change in climate, light intensity, pH level, soil moisture, salinity level, and inappropriate cultivation techniques. It is not possible to control many of these environmental factors in traditional farming. Although, many innovative technologies like Artificial Intelligence and Internet of Things (IoT) have been used to enhance the growth of saffron still, there is a dire need for a system that can overcome primary issues related to saffron growth. In this research, we have proposed an IoT-based system for the greenhouse to control the numerous agronomical variables such as corm size, temperature, humidity, pH level, soil moisture, salinity, and water availability. The proposed architecture monitors and controls environmental factors automatically and sends real-time data from the greenhouse to the microcontroller. The sensed values of various agronomical variables are compared with threshold values and saved at cloud for sending to the farm owner for efficient management. The experiment results reveal that the proposed system is capable to maximize saffron production in the greenhouse by controlling environmental factors as per crop needs.
引用
收藏
页数:18
相关论文
共 50 条
  • [31] The role of Internet of Things (IoT) technology in modern cultivation for the implementation of greenhouses
    Rehman, Attique Ur
    Lu, Songfeng
    Ashraf, Muhammad Awais
    Iqbal, Muhammad Shahid
    Nawabi, Awais khan
    Amin, Farhan
    Abbasi, Rashid
    de la Torre, Isabel
    Villar, Santos Gracia
    Lopez, Luis Alonso Dzul
    Bin Heyat, Belal
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [32] Research and application of agricultural greenhouse intelligence platform based on IoT (Internet of Things) and cloud computing
    Liu J.
    Tao J.-P.
    International Journal of Simulation: Systems, Science and Technology, 2016, 17 (05): : 8.1 - 8.5
  • [33] Internet of Things (IOT) Monitoring System for Elderly
    Hua, B. David Chung
    Fahmi, Huzein
    Yuhao, Leong
    Kiong, Chay Che
    Harun, Azizi
    2018 INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEM (ICIAS 2018) / WORLD ENGINEERING, SCIENCE & TECHNOLOGY CONGRESS (ESTCON), 2018,
  • [34] Internet of Things (IoT) based ECG System for Rural Health Care
    Rahman, Md Obaidur
    Abul Kashem, Mohammod
    Nayan, Al-Akhir
    Akter, Most Fahmida
    Rabbi, Fazly
    Ahmed, Marzia
    Asaduzzaman, Mohammad
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (06) : 470 - 477
  • [35] Deep Learning and Internet of Things (IoT) Based Monitoring System for Miners
    T. S. Cetinkaya
    S. Senan
    Zeynep Orman
    Journal of Mining Science, 2022, 58 : 325 - 337
  • [36] An Internet of Things (IOT) based Monitoring System for Efficient Milk Distribution
    Chakurkar, Priti
    Shikalgar, Sajeeda
    Mukhopadhyay, Debajyoti
    2017 IEEE INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND CONTROL (ICAC3), 2017,
  • [37] Vehicle Monitoring System Based on Internet of Things (IoT) for Smart Cities
    Zalke, Jitendra
    Anjankar, Shubham C.
    Pandey, Sandeepkumar R.
    Misal, Noopoor
    Jawarkar, Parag
    HELIX, 2020, 10 (01): : 222 - 227
  • [38] An Intelligent Interactive Marketing System based-on Internet of Things (IoT)
    Rajabi, Navid
    Hakim, Amin
    2015 2ND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2015, : 242 - 246
  • [39] INTERNET OF THINGS (IoT) BASED PATIENT FALL PREDICTION AND MONITORING SYSTEM
    Heng, Devin
    Santos, Ethan
    Kheang, Timothy
    Nguyen, Kevin
    Duraisamy, Hariharan
    Raju, Sooriya
    George, Kiran
    2021 IEEE 12TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2021, : 420 - 426
  • [40] Deep Learning and Internet of Things (IoT) Based Monitoring System for Miners
    Cetinkaya, T. S.
    Senan, S.
    Orman, Zeynep
    JOURNAL OF MINING SCIENCE, 2022, 58 (02) : 325 - 337