Internet of Things Applications for Agriculture

The Internet of Things ( IoT ) represents a set of emerging technologies that is revolutionizing the agriculture industry and enabling farmers to contend with the enormous challenges in the twenty‐first century. Precision agriculture ( PA ), which is also known as site‐specific farming, represents an information‐driven agricultural management system. The PA management system is designed to improve the agricultural processes by enabling continues soil/plant monitoring and precise treatment. With the latest technology, cloud‐based IoT control center collects and processes real‐time data of both crops and environment with regard to planting, fertilizing, and harvesting crops, at appropriate time and duration. Through this way, IoT ‐embedded PA can be achieved to increase the quality, quantity, sustainability, and cost effectiveness of agricultural production. The chapter provides an overview of the current situation and future prospects of IoT applications in PA . More specifically, typical IoT ‐based PA applications are presented in different sections, including precision irrigation, precision fertilization, crop disease and management, pest control, equipment automation, and precision livestock farming.

[1]  E. Oerke Crop losses to pests , 2005, The Journal of Agricultural Science.

[2]  Zhang Feng Research on water-saving irrigation automatic control system based on internet of things , 2011, 2011 International Conference on Electric Information and Control Engineering.

[3]  ShaoHua Hu Dynamic monitoring based on wireless sensor networks of IoT , 2015, 2015 International Conference on Logistics, Informatics and Service Sciences (LISS).

[4]  Simon E. Cook,et al.  Water use efficiency in agriculture: measurement, current situation and trends , 2015 .

[5]  Zengxiang Zhang,et al.  Researching on extracting irrigated land in northern China based on MODIS data , 2008, 2008 International Workshop on Earth Observation and Remote Sensing Applications.

[6]  Ahmad Nizar Harun,et al.  Precision irrigation using Wireless Sensor Network , 2015, 2015 International Conference on Smart Sensors and Application (ICSSA).

[7]  Chandrasekar Vuppalapati,et al.  Building an IoT Framework for Connected Dairy , 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

[8]  Aldo Calcante,et al.  Selective spraying of grapevines for disease control using a modular agricultural robot , 2016 .

[9]  Luca Pipia,et al.  Simultaneous usage of optic and thermal hyperspectral sensors for crop water stress characterization , 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

[10]  R. Jackson Canopy Temperature and Crop Water Stress , 1982 .

[11]  D. Harris The Origins And Spread Of Agriculture And Pastoralism In Eurasia , 1996 .

[12]  P. J. Pinter,et al.  Remote sensing for crop protection , 1993 .

[13]  Sanjeev Thakur,et al.  Smart Irrigation Using Internet of Things , 2018, 2018 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence).

[14]  O. Maloy Plant Disease Management , 2005 .

[15]  J. Wenz,et al.  Lameness in Cattle: Rules of Thumb , 2008 .

[16]  David A. Landgrebe Applications of remote sensing , 2016 .

[17]  Alaa Mohamed Riad,et al.  Understanding Cloud Computing , 2012 .

[18]  R. H. Blakeman The identification of crop disease and stress by aerial photography. , 1990 .

[19]  J. A. Schell,et al.  Monitoring vegetation systems in the great plains with ERTS , 1973 .

[20]  Yu Zhang,et al.  Application Effect of Aquaculture IOT System , 2013 .

[21]  C. Hollier,et al.  Crop losses due to diseases and their implications for global food production losses and food security , 2012, Food Security.

[22]  Hoam Chung,et al.  Estimation of crop water stress in a nectarine orchard using high-resolution imagery from unmanned aerial vehicle (UAV) , 2015 .

[23]  J. J. Stoorvogel,et al.  A Methodology for Precision Nitrogen Fertilization in High-Input Farming Systems , 2000, Precision Agriculture.

[24]  M. Musyl,et al.  Performance of pop-up satellite archival tags , 2011 .

[25]  H. Jones,et al.  Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field. , 2009, Functional plant biology : FPB.

[26]  Gerard Corkery,et al.  Incorporating Smart Sensing Technologies into the Poultry Industry , 2013 .

[27]  Stefano Chessa,et al.  Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards , 2007, Comput. Commun..

[28]  Sherwood B. Idso,et al.  Non-water-stressed baselines: A key to measuring and interpreting plant water stress , 1982 .

[29]  W. Maes,et al.  Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review. , 2012, Journal of experimental botany.

[30]  Saleh Taghvaeian,et al.  Infrared Thermometry to Estimate Crop Water Stress Index and Water Use of Irrigated Maize in Northeastern Colorado , 2012, Remote. Sens..

[31]  S. Idso,et al.  Normalizing the stress-degree-day parameter for environmental variability☆ , 1981 .

[32]  Tiantian Guo,et al.  Design and implementation of the span greenhouse agriculture Internet of Things system , 2015, 2015 International Conference on Fluid Power and Mechatronics (FPM).

[33]  L. Tianhong,et al.  Integration of large scale fertilizing models with GIS using minimum unit , 2003, Environ. Model. Softw..

[34]  Arnold W. Schumann,et al.  Nutrient Management Zones for Citrus Based on Variation in Soil Properties and Tree Performance , 2006, Precision Agriculture.

[35]  Xiaotao Li,et al.  Vegetation water inversion using MODIS satellite data , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[36]  Masanobu Fukuoka The One-Straw Revolution: An Introduction to Natural Farming , 1978 .

[37]  John Weier and David Herring Measuring Vegetation (NDVI & EVI) : Feature Articles , 2000 .

[38]  Wen-Tsai Sung,et al.  Automated Monitoring System for the Fish Farm Aquaculture Environment , 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

[39]  Marimuthu Palaniswami,et al.  Internet of Things (IoT): A vision, architectural elements, and future directions , 2012, Future Gener. Comput. Syst..