A review on monitoring and advanced control strategies for precision irrigation

Abioye, Emmanuel Abiodun; Abidin, Mastura Shafinaz Zainal; Mahmud, Mohd Saiful Azimi; Buyamin, Salinda; Ishak, Mohamad Hafis Izran; Rahman, Muhammad Khairie Idham Abd; Otuoze, Abdulrahaman Okino; Onotu, Patrick; Ramli, Muhammad Shahrul Azwan

doi:10.1016/j.compag.2020.105441

Cited by 217 publications

(88 citation statements)

References 129 publications

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“…Utilization of LIS is associated with high water consumption from various sources and necessitates the increased focus on improving the efficiency of water usage in irrigated agriculture (Abioye et al ., 2020). Therefore, land use development policies should not only focus on visible modernizations (such as closing the open irrigation canals) but also enable finer technological improvements that enable higher irrigation precision (such as soil moisture sensors and introduction of irrigation decision support systems) (Mannini, Genovesi, & Letterio, 2013; Brinkhoff et al ., 2017; Bryant et al ., 2017; Kiani & Seyyedabbasi, 2018; Villaini et al ., 2018).…”

Section: Discussionmentioning

confidence: 99%

“…The environmental impact of agricultural production can be reduced by improved water (Abioye et al ., 2020) and nutrient efficiency, implementation of improved irrigation practices (Zupanc et al ., 2011; Ricart Casadevall & Amorós, 2019), as well as improved LIS use through ownership and management transfer, and raising stakeholders' awareness (Hertzog et al ., 2014). Continued attention should be given to the organization of the stakeholders at the local level and the facilitated approach aimed at increasing the area under new LIS (Kakumanu et al ., 2018).…”

Section: Introductionmentioning

confidence: 99%

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Advancing irrigation development in the European Union^*

Cvejić

Pintar

Zupanc

2021

Irrigation and Drainage

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Large‐scale irrigation systems (LIS) are massively utilized in agriculture worldwide to ensure food security and mitigate the effect of global warming. LIS face unpredictable changes in climate, technologies, and societal tendencies during their lifetime, potentially becoming unusable or insufficient. In this case study of Slovenia, the evolution of LIS was divided into five characteristic periods in terms of motivation, mechanisms, and the key stakeholders. The heyday of LIS development in the late 1980s was followed by denationalization and privatization, and construction was replaced by measures for improving the status irrigation at the state level. Simultaneously, there was a shift in global development towards modernization as LIS should be adaptive to changes throughout their existence in order to preserve their functionality. The construction of LIS resumed less intensively in the European Union during 2007–2013, with recognition of effective LIS functioning as necessity. This study confirms that irrigation development follows the global imperative focus on more effective use of the existing LIS along with simultaneous reduction in the environmental impact of agricultural production through smarter use of water, nutrients, and plant protection products. This should be achieved by organized LIS users, increased knowledge, efficient LIS maintenance and management, and improved connections to the local markets.

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Section: Discussionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Advancing irrigation development in the European Union^*

Cvejić

Pintar

Zupanc

2021

Irrigation and Drainage

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“…They review articles from 1990 to 2015 which are mainly focused on remote sensing and agriculture. Authors in [61] focused on irrigation system for agriculture. They review articles of last 10 years and divided articles according to applications like advance control, Artificial intelligence, convolution irrigation application areas, IoT monitoring and precision irrigation.…”

Section: Related Workmentioning

confidence: 99%

A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture

et al. 2021

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Automation in agriculture nowadays is the main focus and area of development for various countries. The population rate of the world is increasing rapidly and will be double in upcoming decades and the need of food is also increasing accordingly. To meet this rapid growth in demand, agriculture automation is the best solution. Traditional strategies employed by farmers are not efficient enough to fulfill the rising demand. Improper use of nutrients, water, fertilizers and pesticides disturbs the agricultural growth and the land remains barren with no fertility. This research paper presents different control strategies used to automate agriculture such as: IoT, aerial imagery, multispectral, hyperspectral, NIR, thermal camera, RGB camera, machine learning, and artificial intelligence techniques. Problems in agriculture like plant diseases, pesticide control, weed management, irrigation and water management can easily be solved by different automated and control techniques mentioned above. Automation by advance control strategies of agricultural methods have verified to increase the crops yield and also the soil fertility become strong. This research paper reviews and observe the work of different researchers to present a brief summary about the trends in smart agriculture and also provides the work flow and revenue of smart agriculture system in figure 15 using technologies verified by researchers in their research papers.

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“…In addition, the combination of engineering and computing technology, equipped with sensors for agricultural activities, has enabled smart farming [6]. As the demand for food sources increases around the world, irrigation has grown even more necessary to prevent famine and nutritional deaths [7].…”

Section: Introductionmentioning

confidence: 99%

“…Advanced irrigation techniques are essential in order to achieve efficient irrigation management, and an optimal agriculture management system will ensure productivity, and environmental and economic viability [7][8][9][10]. Most techniques, such as regulated deficit irrigation [11], automated drip fertigation [10,[12][13] and precision irrigation systems offer the opportunity to conserve irrigation water, improve fruit quality, increasing crop yield and decreasing costs while contributing to environmental sustainability [14][15].…”

Section: Introductionmentioning

confidence: 99%

Drip Irrigation Detection for Power Outage-Prone Areas with Internet-of-Things Smart Fertigation Managemant System

Dahnill¹,

Hood²,

Adam³

et al. 2021

IJACSA

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In drip irrigation agriculture or fertigation technique, sufficient amount of water and nutrients are crucial for a plant's growth and development. An electronic timer is usually used to control the plant watering automatically and the scheduling is set according to different levels of plant growth. The timer has to be adjusted frequently since the required amount of water is different according to the growth stages. In power outage-prone regions, the problem with scheduled irrigation using timer becomes worsen since the watering schedule is disrupted by occasional black-outs, leading to an insufficient supply of water and nutrients, which leads to poor crop yields. Typical solution for such problems is by hiring field works to monitor the functionality of the automated system, plant health, and to re-adjust the timer once a power outage occurs. However, this solution is ineffective, time-consuming, and acquires high overhead costs. This paper proposes a systematic irrigation method using the internet-of-things (IoT) framework in order to improve the monitoring of plant growth and consequently improves the efficiency of the workflow. This systematic fertigation monitoring system consists of power outage alerts, and on-line notifications of plant irrigation, pesticide delivery, and polybag cleaning schedule. As a result, by using the proposed system, higher efficiency in farming management is achieved, with a 40% reduction in manpower, as compared to a typical fertigation-based farming system. This system demonstrates greater control over irrigation scheduling, plant growth, recording of pesticide scheduling automatically, and polybag cleaning, all of which will improve crop yields significantly.

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A review on monitoring and advanced control strategies for precision irrigation

Cited by 217 publications

References 129 publications

Advancing irrigation development in the European Union^*

Advancing irrigation development in the European Union^*

A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture

Drip Irrigation Detection for Power Outage-Prone Areas with Internet-of-Things Smart Fertigation Managemant System

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A review on monitoring and advanced control strategies for precision irrigation

Cited by 217 publications

References 129 publications

Advancing irrigation development in the European Union*

Advancing irrigation development in the European Union*

A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture

Drip Irrigation Detection for Power Outage-Prone Areas with Internet-of-Things Smart Fertigation Managemant System

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Product

Resources

About

Advancing irrigation development in the European Union^*

Advancing irrigation development in the European Union^*