A Comparative Study of Conventional and Smart Farming

被引:5
|
作者
Katyal, Nipun [1 ]
Pandian, B. Jaganatha [1 ]
机构
[1] Vellore Inst Technol, Sch Elect Engn, Vellore 632014, Tamil Nadu, India
关键词
Smart farming; Arduino; DHT11; Soil moisture sensor; Neural network; Internet of things;
D O I
10.1007/978-981-13-7968-0_1
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Agriculture is at the heart of all occupations in developing countries, and with developing technologies, the application should be cost-effective and efficient. The proposed setup includes low-cost moisture, temperature sensors for optimizing water usage and yield, and radar sensors for monitoring any invasion in the farm. The setup is aimed to provide a study a miniature setup representing smart agriculture including smart water management with consistent monitoring for weather conditions in the present and future. An intelligent invasion monitoring system which can indicate animals or specifically pests invading the fields. This setup represents a part of a grid which will be utilizing solar power to prevent periodic replacements of batteries, and for this purpose, a solar panel will be used in the miniature farm. The main objective is to provide a comparative study of smart farms to conventional farms; these smart farms employ machine learning algorithms in real time to tackle problems related to water and energy. The Internet of things and machine learning have been advancing industrial purposes in each and every way, and finding its way in agriculture is still difficult due to the expenses which might not be affordable for a farmer. This research is a step toward efficient yet cost-effective farming.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 50 条
  • [1] A comparative study of some environmental impacts of conventional and organic farming in Australia
    Wood, R
    Lenzen, M
    Dey, C
    Lundie, S
    AGRICULTURAL SYSTEMS, 2006, 89 (2-3) : 324 - 348
  • [2] Comparative Cost Analysis of Organic and Conventional Farming in Hungary
    Urfi, Peter
    Koch, Krisztina Kormosne
    Hoffmann, Andras
    Sardi, Katalin
    COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2013, 44 (1-4) : 703 - 710
  • [3] The Comparative Cost and Profit Analysis of Organic and Conventional Farming
    Urfi, Peter
    Hoffmann, Andras
    Koch, Kormosne Krisztina
    STUDIES IN AGRICULTURAL ECONOMICS, 2011, 113 (01): : 67 - 84
  • [4] Comparative Economic Analysis of Organic and Conventional Farming in Karnataka
    Manjunatha, T.
    Puttaswamaiah, S.
    INDIAN JOURNAL OF ECONOMICS AND DEVELOPMENT, 2021, 17 (04) : 757 - 766
  • [5] Smart Farming with IoT: A Case Study
    Roopashree
    Kanmani
    Babitha
    Pavanalaxmi
    Studies in Big Data, 2021, 99 : 273 - 286
  • [6] Comparative economic analysis of conventional and organic hazelnut farming in Turkey
    Bülbül, M
    Tanrivermis, H
    BERICHTE UBER LANDWIRTSCHAFT, 2002, 80 (02): : 304 - 320
  • [7] Smart farming
    Grogan, A.
    Engineering and Technology, 2012, 7 (06): : 38 - 40
  • [8] Smart Farming
    Boschetti, Mirco
    Schoitsch, Erwin
    ERCIM NEWS, 2018, (113): : 16 - 17
  • [9] Comparative Analysis of Prokaryotic Communities Associated with Organic and Conventional Farming Systems
    Pershina, Elizaveta
    Valkonen, Jari
    Kurki, Paivi
    Ivanova, Ekaterina
    Chirak, Evgeny
    Korvigo, Ilia
    Provorov, Nykolay
    Andronov, Evgeny
    PLOS ONE, 2015, 10 (12):
  • [10] A comparative analysis of the effects of organic and conventional farming systems on soil structure
    Gerhardt, RA
    BIOLOGICAL AGRICULTURE & HORTICULTURE, 1997, 14 (02) : 139 - 157