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
  • [1] Research and Implementation of a Modern Agricultural Greenhouse Cultivation System Based on Internet of Things
    Lin, Shouying
    Li, Shuyuan
    Feng, Qijie
    Zou, Tengyue
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2018, 13 (01) : 39 - 49
  • [2] Decision support system to determine hydroponic vegetable cultivation based on Internet of Things (IoT)
    Putra, E., I
    Cendana, M.
    Yaddarabullah, Y.
    5TH ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC 2020), 2021, 1098
  • [3] Internet of Things (IoT)-Based Environmental Monitoring and Control System for Home-Based Mushroom Cultivation
    Chong, Jiu Li
    Chew, Kit Wayne
    Peter, Angela Paul
    Ting, Huong Yong
    Show, Pau Loke
    BIOSENSORS-BASEL, 2023, 13 (01):
  • [4] A Remote Monitoring System for Greenhouse Based on the Internet of Things
    Xu, Zhenfeng
    Chen, Junjie
    Wang, Yahui
    Fan, Zhen
    2016 3RD INTERNATIONAL CONFERENCE ON MECHANICS AND MECHATRONICS RESEARCH (ICMMR 2016), 2016, 77
  • [5] Design of Greenhouse Control System Based on Internet of Things
    Rong, Liang
    Zhao, Wei
    Shi, Gang
    PROCEEDINGS OF THE 2013 ASIA-PACIFIC COMPUTATIONAL INTELLIGENCE AND INFORMATION TECHNOLOGY CONFERENCE, 2013, : 848 - 851
  • [6] Application of Internet of Things (IoT) for Optimized Greenhouse Environments
    Maraveas, Chrysanthos
    Bartzanas, Thomas
    AGRIENGINEERING, 2021, 3 (04): : 954 - 970
  • [7] INTERNET OF THINGS (IOT) BASED TRAFFIC INFORMATION SYSTEM
    Swamy, Robin
    Mangal, Vidushi
    Jain, Anupriya
    Duggal, Sonia
    Banerjee, Prasenjit
    IIOAB JOURNAL, 2019, 10 (02) : 38 - 42
  • [8] Smart aquaponic system based Internet of Things (IoT)
    Haryanto
    Ulum, M.
    Ibadillah, A. F.
    Alfita, R.
    Aji, K.
    Rizkyandi, R.
    2ND INTERNATIONAL CONFERENCE OF COMBINATORICS, GRAPH THEORY, AND NETWORK TOPOLOGY, 2019,
  • [9] Internet of Things (IoT) Based Water Irrigation System
    Hamdi, Mohammed
    Rehman, Asif
    Alghamdi, Abdullah
    Nizamani, Muhammad Ali
    Missen, Malik Muhammad Saad
    Memon, Muhamamd Ali
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2021, 17 (05) : 69 - 80
  • [10] A Mobile Greenhouse Environment Monitoring System Based on the Internet of Things
    Geng, Xia
    Zhang, Qinglei
    Wei, Qinggong
    Zhang, Tong
    Cai, Yu
    Liang, Yong
    Sun, Xiaoyong
    IEEE ACCESS, 2019, 7 : 135832 - 135844