Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

Technological revolutions in smart farming: Current trends, challenges & future directions

V Sharma, AK Tripathi, H Mittal - Computers and Electronics in Agriculture, 2022 - Elsevier
With increasing population, the demand for agricultural productivity is rising to meet the goal
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …

Ag-IoT for crop and environment monitoring: Past, present, and future

N Chamara, MD Islam, GF Bai, Y Shi, Y Ge - Agricultural systems, 2022 - Elsevier
CONTEXT Automated monitoring of the soil-plant-atmospheric continuum at a high
spatiotemporal resolution is a key to transform the labor-intensive, experience-based …

From industry 4.0 to agriculture 4.0: Current status, enabling technologies, and research challenges

Y Liu, X Ma, L Shu, GP Hancke… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The three previous industrial revolutions profoundly transformed agriculture industry from
indigenous farming to mechanized farming and recent precision agriculture. Industrial …

IoT-based smart irrigation systems: An overview on the recent trends on sensors and IoT systems for irrigation in precision agriculture

L García, L Parra, JM Jimenez, J Lloret, P Lorenz - Sensors, 2020 - mdpi.com
Water management is paramount in countries with water scarcity. This also affects
agriculture, as a large amount of water is dedicated to that use. The possible consequences …

A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming

MS Farooq, S Riaz, A Abid, K Abid, MA Naeem - Ieee Access, 2019 - ieeexplore.ieee.org
Internet of things (IoT) is a promising technology which provides efficient and reliable
solutions towards the modernization of several domains. IoT based solutions are being …

Role of IoT technology in agriculture: A systematic literature review

MS Farooq, S Riaz, A Abid, T Umer, YB Zikria - Electronics, 2020 - mdpi.com
The growing demand for food in terms of quality and quantity has increased the need for
industrialization and intensification in the agriculture field. Internet of Things (IoT) is a highly …

Security and privacy for green IoT-based agriculture: Review, blockchain solutions, and challenges

MA Ferrag, L Shu, X Yang, A Derhab… - IEEE access, 2020 - ieeexplore.ieee.org
This paper presents research challenges on security and privacy issues in the field of green
IoT-based agriculture. We start by describing a four-tier green IoT-based agriculture …

Smart secure sensing for IoT-based agriculture: Blockchain perspective

A Vangala, AK Das, N Kumar… - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Agriculture is a vital area for the sustenance of mankind engulfing manufacturing, security,
traceability, and sustainable resource management. With the resources receding …

Recent developments of the internet of things in agriculture: a survey

VP Kour, S Arora - Ieee Access, 2020 - ieeexplore.ieee.org
A rise in the population has immensely increased the pressure on the agriculture sector.
With the advent of technology, this decade is witnessing a shift from conventional …