Water Management in Agriculture: A Survey on Current Challenges and Technological Solutions

Water plays a crucial role in the agricultural field for food production and raising livestock. Given the current trends in world population growth, the urgent food demand that must be answered by agriculture highly depends on our ability to efficiently exploit the available water resources. Among critical issues, there is water management. Recently, innovative technologies have improved water management and monitoring in agriculture. Internet of Things, Wireless Sensor Networks and Cloud Computing, have been used in diverse contexts in agriculture. By focusing on the water management challenge in general, existing approaches are aiming at optimizing water usage, and improving the quality and quantity of agricultural crops, while minimizing the need for direct human intervention. This is achieved by smoothing the water monitoring process, by applying the right automation level, and allowing farmers getting connected anywhere and anytime to their farms. There are plenty of challenges in agriculture involving water: water pollution monitoring, water reuse, monitoring water pipeline distribution network for irrigation, drinking water for livestock, etc. Several studies have been devoted to these questions in the recent decade. Therefore, this paper presents a survey on recent works dealing with water management and monitoring in agriculture, supported by advanced technologies. It also discusses some open challenges based on which relevant research directions can be drawn in the future, regarding the use of modern smart concepts and tools for water management and monitoring in the agriculture domain.

[1]  F. R. Islam,et al.  Smart water quality monitoring system , 2015, 2015 2nd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE).

[2]  José Santa,et al.  Smart farming IoT platform based on edge and cloud computing , 2019, Biosystems Engineering.

[3]  Ivana Podnar Žarko,et al.  Interoperability and Open-Source Solutions for the Internet of Things , 2015, Lecture Notes in Computer Science.

[4]  Pierre Boulet,et al.  Modeling of Configurations for Embedded System Implementations in MARTE , 2010, DATE 2010.

[5]  Bin Chen,et al.  A precision agriculture management system based on Internet of Things and WebGIS , 2013, 2013 21st International Conference on Geoinformatics.

[6]  M. Nguyen,et al.  Water requirements for livestock production: a global perspective. , 2010, Revue scientifique et technique.

[7]  José Luis Cortina,et al.  On-line bacteriological detection in water , 2013 .

[8]  A. Douaoui,et al.  Combination of remote sensing and kriging to improve soil salinity mapping in the Hmadna plain (Algeria) , 2015 .

[9]  Azmi Ghneim,et al.  Wastewater Reuse and Management in the Middle East and North Africa , 2011 .

[10]  Zaenab Muslimin,et al.  IoT-based Water Quality Monitoring System for Soft-Shell Crab Farming , 2018, 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS).

[11]  Matthew Aitkenhead,et al.  E-SMART: Environmental Sensing for Monitoring and Advising in Real-Time , 2013, ISESS.

[12]  Kisangiri Michael,et al.  An Integrated Cloud-Based Wireless Sensor Network for Monitoring Industrial Wastewater Discharged into Water Sources , 2017 .

[13]  Stenio F. L. Fernandes,et al.  SWAMP: an IoT-based Smart Water Management Platform for Precision Irrigation in Agriculture , 2018, 2018 Global Internet of Things Summit (GIoTS).

[14]  Christos Douligeris,et al.  Energy efficient automated control of irrigation in agriculture by using wireless sensor networks , 2015, Comput. Electron. Agric..

[15]  Abdelhamid Bradaï,et al.  Improving the Prediction Accuracy of Groundwater Salinity Mapping Using Indicator Kriging Method , 2016 .

[16]  Mohamed Abid,et al.  EARNPIPE: A Testbed for Smart Water Pipeline Monitoring Using Wireless Sensor Network , 2016, KES.

[17]  J. Bruinsma,et al.  World agriculture towards 2030/2050: the 2012 revision , 2012 .

[18]  Carsten Bormann,et al.  The Constrained Application Protocol (CoAP) , 2014, RFC.

[19]  Jaime Lloret,et al.  A Smart Decision System for Digital Farming , 2019, Agronomy.

[20]  P.C. Jain,et al.  Real-time water quality monitoring system using Internet of Things , 2017, 2017 International Conference on Computer, Communications and Electronics (Comptelix).

[21]  S. V. Hulle,et al.  Water reuse in closed hydroponic systems : comparison of GAC adsorption, ion exchange and ozonation processes to treat recycled nutrient solution , 2017 .

[22]  Abdoulaye Gamatié,et al.  Design Exploration for next Generation High-Performance Manycore On-chip Systems: Application to big.LITTLE Architectures , 2015, 2015 IEEE Computer Society Annual Symposium on VLSI.

[23]  Rajiv K. Varma,et al.  First in Canada, Night and Day Field Demonstration of a New Photovoltaic Solar-Based Flexible AC Transmission System (FACTS) Device PV-STATCOM for Stabilizing Critical Induction Motor , 2019, IEEE Access.

[24]  Thinagaran Perumal,et al.  Internet of Things (IoT) enabled water monitoring system , 2015, 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE).

[25]  M. Rajesh,et al.  Automatic Irrigation System with Data Log Creation , 2018, 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT).

[26]  Prem Prakash Jayaraman,et al.  OpenIoT: Open Source Internet-of-Things in the Cloud , 2014, OpenIoT@SoftCOM.

[27]  Lida Xu,et al.  The internet of things: a survey , 2014, Information Systems Frontiers.

[28]  C. Rama Krishna,et al.  An IoT based smart irrigation management system using Machine learning and open source technologies , 2018, Computers and Electronics in Agriculture.

[29]  Jirapond Muangprathub,et al.  IoT and agriculture data analysis for smart farm , 2019, Comput. Electron. Agric..

[30]  J. Flexas,et al.  UAVs challenge to assess water stress for sustainable agriculture , 2015 .

[31]  Hong Linh Truong,et al.  MQTT-S — A publish/subscribe protocol for Wireless Sensor Networks , 2008, 2008 3rd International Conference on Communication Systems Software and Middleware and Workshops (COMSWARE '08).

[32]  Marcello A. Gómez Maureira,et al.  ThingSpeak – an API and Web Service for the Internet of Things , 2014 .

[33]  D. Hadjimitsis,et al.  Water leakage detection using remote sensing, field spectroscopy and GIS in semiarid areas of Cyprus , 2016 .

[34]  J. J. Cancela,et al.  Water Management Using Drones and Satellites in Agriculture , 2019, Water.

[35]  Hiroshi Nakamura,et al.  Normally-Off Computing , 2017 .

[36]  Radu Dobrescu,et al.  Context-aware control and monitoring system with IoT and cloud support , 2019, Comput. Electron. Agric..

[37]  Dimitri P. Solomatine,et al.  Development of a web application for water resources based on open source software , 2014, Comput. Geosci..

[38]  CongDuc Pham Communication performances of IEEE 802.15.4 wireless sensor motes for data-intensive applications: A comparison of WaspMote, Arduino MEGA, TelosB, MicaZ and iMote2 for image surveillance , 2014, J. Netw. Comput. Appl..

[39]  Miguel Ángel Porta-Gándara,et al.  Automated Irrigation System Using a Wireless Sensor Network and GPRS Module , 2014, IEEE Transactions on Instrumentation and Measurement.

[40]  Khalid Isa,et al.  Internet of Things (IoT) for measuring and monitoring sensors data of water surface platform , 2017, 2017 IEEE 7th International Conference on Underwater System Technology: Theory and Applications (USYS).

[41]  Mohamed Abid,et al.  Towards realisation of wireless sensor network-based water pipeline monitoring systems: a comprehensive review of techniques and platforms , 2016 .

[42]  T. C. Thanuja,et al.  Monitoring of Industrial Water Usage by using Internet of Things , 2018, 2018 International Conference on Information , Communication, Engineering and Technology (ICICET).

[43]  Abdoulaye Gamatié,et al.  Exploring MRAM Technologies for Energy Efficient Systems-On-Chip , 2016, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[44]  Nicole Metje,et al.  SmartPipes: Smart Wireless Sensor Networks for Leak Detection in Water Pipelines , 2014, J. Sens. Actuator Networks.

[45]  Narendra Singh Raghuwanshi,et al.  Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges , 2015, Comput. Electron. Agric..

[46]  Kisangiri Michael,et al.  Deployment of wireless sensor networks (WSN) in automated irrigation management and scheduling systems: a review , 2014, Proceedings of the 2nd Pan African International Conference on Science, Computing and Telecommunications (PACT 2014).

[47]  H. A. Hingoliwala,et al.  Smart irrigation: A smart drip irrigation system using cloud, android and data mining , 2016, 2016 IEEE International Conference on Advances in Electronics, Communication and Computer Technology (ICAECCT).

[48]  M. Meron,et al.  Applying high-resolution visible-channel aerial imaging of crop canopy to precision irrigation management , 2018, Agricultural Water Management.

[49]  Ali Mustafa Qamar,et al.  Surface Water Pollution Detection using Internet of Things , 2018, 2018 15th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT).

[50]  P. Khurana,et al.  Water Quality Standards, Its Pollution and Treatment Methods , 2018, A New Generation Material Graphene: Applications in Water Technology.

[51]  Laxmi S. Shabadi,et al.  Design and Implementation of IOT based Smart Security and Monitoring for Connected Smart Farming , 2018 .

[52]  Boleslaw K. Szymanski,et al.  SENSE: A WIRELESS SENSOR NETWORK SIMULATOR , 2005 .

[53]  Rui Huang,et al.  SMART DEPLOYMENT WITH ROUTING PROTOCOL FOR LOW-POWER AND LOSSY NETWORKS TOPOLOGY IN WIRELESS MESH NETWORKS BY MULTI-OBJECTIVE OPTIMIZATION ALGORITHM , 2019 .

[54]  R F Rahmat,et al.  Water Pipeline Monitoring and Leak Detection using Flow Liquid Meter Sensor , 2016 .

[55]  A New Generation Material Graphene: Applications in Water Technology , 2019 .

[56]  Nikesh Gondchawar,et al.  IOT BASED SMART AGRICULTURE , 2021, Journal of Manufacturing Engineering.

[57]  Edward A. Lee Cyber Physical Systems: Design Challenges , 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

[58]  Cho Zin Myint,et al.  Reconfigurable smart water quality monitoring system in IoT environment , 2017, 2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS).

[59]  Ian F. Akyildiz,et al.  Underground Wireless Communication Using Magnetic Induction , 2009, 2009 IEEE International Conference on Communications.

[60]  T. Asano,et al.  Monterey wastewater reclamation study for agriculture. , 1990 .

[61]  Gilles Sassatelli,et al.  Towards Energy-Efficient Heterogeneous Multicore Architectures for Edge Computing , 2019, IEEE Access.

[62]  Admela Jukan,et al.  Smart farm computing systems for animal welfare monitoring , 2017, 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

[63]  Ahmed El-Shafie,et al.  Reservoir Optimization in Water Resources: a Review , 2014, Water Resources Management.

[64]  Rajkumar Buyya,et al.  Bio-Inspired Algorithms for Big Data Analytics: A Survey, Taxonomy, and Open Challenges , 2019, Big Data Analytics for Intelligent Healthcare Management.

[65]  Ivan Stoianov,et al.  In-pipe water quality monitoring in water supply systems under steady and unsteady state flow conditions: a quantitative assessment. , 2012, Water research.

[66]  Suresh Koduru,et al.  Smart Irrigation System Using Cloud and Internet of Things , 2019 .

[67]  M. F. Jaramillo,et al.  Wastewater Reuse in Agriculture: A Review about Its Limitations and Benefits , 2017 .

[68]  Maneesha Vinodini Ramesh,et al.  A low cost wireless sensor network for water quality monitoring in natural water bodies , 2017, 2017 IEEE Global Humanitarian Technology Conference (GHTC).

[69]  Prem Prakash Jayaraman,et al.  Internet of Things Platform for Smart Farming: Experiences and Lessons Learnt , 2016, Sensors.

[70]  David Novo,et al.  Full-System Simulation of big.LITTLE Multicore Architecture for Performance and Energy Exploration , 2016, 2016 IEEE 10th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSOC).

[71]  Taegon Kim,et al.  A Wireless Sensor Network (WSN) application for irrigation facilities management based on Information and Communication Technologies (ICTs) , 2017, Comput. Electron. Agric..

[72]  Varuni A. Deshpande,et al.  Automated Irrigation System Using a Wireless Sensor Network and GPRS Module , 2015 .

[73]  Ian F. Akyildiz,et al.  MISE-PIPE: Magnetic induction-based wireless sensor networks for underground pipeline monitoring , 2011, Ad Hoc Networks.

[74]  Anas Kamoun,et al.  Development of a web-based weather station for irrigation scheduling , 2014, 2014 Third IEEE International Colloquium in Information Science and Technology (CIST).

[75]  Lech Józwiak,et al.  Design space exploration in application-specific hardware synthesis for multiple communicating nested loops , 2012, 2012 International Conference on Embedded Computer Systems (SAMOS).

[76]  Abdoulaye Gamatié,et al.  Non-Volatile Processor Based on MRAM for Ultra-Low-Power IoT Devices , 2016, ACM J. Emerg. Technol. Comput. Syst..

[77]  M. van Persie,et al.  Spatio-temporal Analysis of Remote Sensing and Field Measurements for Smart Farming , 2015 .

[78]  Praveen M. Dhulavvagol,et al.  An Enhanced Water Pipeline Monitoring System in Remote Areas Using Flow Rate and Vibration Sensors , 2017 .

[79]  Jean-Luc Dekeyser,et al.  Safe design of high-performance embedded systems in an MDE framework , 2008, Innovations in Systems and Software Engineering.

[80]  H. Albrechtsen,et al.  Sensors for microbial drinking water quality , 2016 .

[81]  Lukas,et al.  On the application of IoT: Monitoring of troughs water level using WSN , 2015, 2015 IEEE Conference on Wireless Sensors (ICWiSe).

[82]  Jean-Luc Dekeyser,et al.  A Model-Driven Design Framework for Massively Parallel Embedded Systems , 2011, TECS.

[83]  T D Palaoag,et al.  IoT based model for monitoring and controlling water distribution , 2019, IOP Conference Series: Materials Science and Engineering.

[84]  Debasis Das,et al.  Lightweight Secure Message Broadcasting Protocol for Vehicle-to-Vehicle Communication , 2020, IEEE Systems Journal.

[85]  Christos Goumopoulos,et al.  Automated zone-specific irrigation with wireless sensor/actuator network and adaptable decision support , 2014 .

[86]  Elif Sertel,et al.  Monitoring soil salinity via remote sensing technology under data scarce conditions: A case study from Turkey , 2017 .

[87]  J Martínez Beltrán,et al.  Water desalination for agricultural applications , 2006 .

[88]  Daniel A. Okun,et al.  Guidelines for water reuse. , 1992 .

[89]  M. Moniri,et al.  Power harvesting for smart sensor networks in monitoring water distribution system , 2011, 2011 International Conference on Networking, Sensing and Control.

[90]  Ahmed Khattab,et al.  Design and implementation of a cloud-based IoT scheme for precision agriculture , 2016, 2016 28th International Conference on Microelectronics (ICM).

[91]  Octavian Postolache,et al.  IoT enabled aquatic drone for environmental monitoring , 2016, 2016 International Conference and Exposition on Electrical and Power Engineering (EPE).

[92]  Mohamed Abid,et al.  DEEP: Design and Evaluation of an Energy-efficient Wireless Sensor Node for Leak Detection in Water Pipes , 2019, 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC).

[93]  James L. Agee,et al.  Water Quality Standards , 1967 .

[94]  Fermín Galán Márquez,et al.  Handling smart environment devices, data and services at the semantic level with the FI-WARE core platform , 2014, 2014 IEEE International Conference on Big Data (Big Data).

[95]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.