scispace - formally typeset
Journal ArticleDOI

State-of-the-art technologies in precision agriculture: a systematic review.

TLDR
This analysis results in a significant understanding about the present knowledge gap and identification of the potential future research opportunities for sustainable agronomy.
Abstract
Background The socio-economic status of the countries is ever-changing due to the increasing population. 'Green Revolution', a paradigm shift towards technology driven agriculture, has ensured a good quality of life to some extent for this increasing population. However, it brings in several negative impacts on the environment, which poses a threat to the sustainability of agriculture and natural resources. Precision agriculture (PA) is a state-of-the-art concept of site-specific farm management that helps to overcome this threat in a smart way using modern information and communication technologies. It reduces the indecorous use of resources, pollution and hence improves quality of life, which in turn helps to achieve sustainable development goals. Results The objective of this systematic review is to understand the present status, benefits, and limitations of the state-of-the-art technologies used in PA. A total 67 articles are identified following the PRISMA guideline to inspect the technical innovations at different components of PA. The articles are examined based on the novelties, measured parameters, technologies, and field of applications. Conclusion This analysis results in a significant understanding about the present knowledge gap and identification of the potential future research opportunities for sustainable agronomy. © 2019 Society of Chemical Industry.

read more

Citations
More filters
Journal ArticleDOI

A Systematic Review of IoT Solutions for Smart Farming

TL;DR: The review aims to identify the main devices, platforms, network protocols, processing data technologies and the applicability of smart farming with IoT to agriculture and shows an evolution in the way data is processed in recent years.
Journal ArticleDOI

Precision Techniques and Agriculture 4.0 Technologies to Promote Sustainability in the Coffee Sector: State of the Art, Challenges and Future Trends

TL;DR: A Systematic Literature Review (SLR) supported by a Bibliometric Performance and Network Analysis (BPNA) of the use of A4.0 technologies and PA techniques in the coffee sector shows that Internet of Things, Machine Learning and geostatistics are the most used technologies in the Coffee sector.
Journal ArticleDOI

The digitization of agricultural industry – a systematic literature review on agriculture 4.0

TL;DR: In this article , a systematic literature review based on Protocol of Preferred Reporting Items for Systematic Reviews and Meta-Analyses is conducted to analyse the scientific literature related to crop farming published in the last decade.
Journal ArticleDOI

Review of novel and emerging proximal soil moisture sensors for use in agriculture

TL;DR: A broad range of new, novel and emerging means of measuring soil moisture were identified including, actively heated fiber optics (AHFO), high capacity tensiometers, paired acoustic / radio / seismic transceiver approaches, microwave-based approaches, radio frequency identification (RFID), hydrogels and seismoelectric approaches.
Journal ArticleDOI

Growth Height Determination of Tree Walls for Precise Monitoring in Apple Fruit Production Using UAV Photogrammetry

TL;DR: The shown approach is suitable for precise orchard management, but it underestimated vertical tree wall expanses, and widened tree gaps need to be accounted for.
References
More filters
Journal ArticleDOI

Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement

TL;DR: Moher et al. as mentioned in this paper introduce PRISMA, an update of the QUOROM guidelines for reporting systematic reviews and meta-analyses, which is used in this paper.
Journal ArticleDOI

Rayyan-a web and mobile app for systematic reviews.

TL;DR: The strongest features of the app, identified and reported in user feedback, were its ability to help in screening and collaboration as well as the time savings it affords to users.
Journal ArticleDOI

IoT and agriculture data analysis for smart farm

TL;DR: This work aimed to design and develop a control system using node sensors in the crop field with data management via smartphone and a web application to optimally watering agricultural crops based on a wireless sensor network.
Journal ArticleDOI

Environmental parameters monitoring in precision agriculture using wireless sensor networks

TL;DR: In this paper, a wireless sensor network architecture for vegetable greenhouse is proposed in order to achieve scientific cultivation and lower management costs from the aspect of environmental monitoring, according to the analysis of the features of greenhouse environment, a practical and low-cost greenhouse monitoring system is designed based on WSN technology to monitor key environmental parameters such as the temperature, humidity and illumination.
Related Papers (5)