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

R Abbasi, P Martinez, R Ahmad - Smart Agricultural Technology, 2022‏ - Elsevier
Agriculture is considered one of the most important sectors that play a strategic role in
ensuring food security. However, with the increasing world's population, agri-food demands …

IoT-equipped and AI-enabled next generation smart agriculture: A critical review, current challenges and future trends

S Qazi, BA Khawaja, QU Farooq - Ieee Access, 2022‏ - ieeexplore.ieee.org
Smart agriculture techniques have recently seen widespread interest by farmers. This is
driven by several factors, which include the widespread availability of economically-priced …

Recent advancements and challenges of Internet of Things in smart agriculture: A survey

BB Sinha, R Dhanalakshmi - Future Generation Computer Systems, 2022‏ - Elsevier
Abstract The Internet of Things (IoT) is an evolving paradigm that seeks to connect different
smart physical components for multi-domain modernization. To automatically manage and …

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 …

[HTML][HTML] Precision agriculture using IoT data analytics and machine learning

R Akhter, SA Sofi - Journal of King Saud University-Computer and …, 2022‏ - Elsevier
In spite of the insight commonality may have concerning agrarian practice, fact is that
nowadays agricultural science diligence is accurate, precise, data-driven, and vigorous than …

[HTML][HTML] A systematic review of IoT technologies and their constituents for smart and sustainable agriculture applications

VR Pathmudi, N Khatri, S Kumar, ASH Abdul-Qawy… - Scientific African, 2023‏ - Elsevier
Due to the world's rapid population expansion, the demand for food is anticipated to
increase significantly during the coming decade. Traditional farming practices cannot meet …

Machine learning applications for precision agriculture: A comprehensive review

A Sharma, A Jain, P Gupta, V Chowdary - IEEe Access, 2020‏ - ieeexplore.ieee.org
Agriculture plays a vital role in the economic growth of any country. With the increase of
population, frequent changes in climatic conditions and limited resources, it becomes a …

An intelligent WSN-UAV-based IoT framework for precision agriculture application

PK Singh, A Sharma - Computers and Electrical Engineering, 2022‏ - Elsevier
Climate change has introduced many challenges, which affect various sectors including
agriculture. The major challenge lies in increasing food productivity while confronting …

[HTML][HTML] Applying IoT sensors and big data to improve precision crop production: a review

T Alahmad, M Neményi, A Nyéki - Agronomy, 2023‏ - mdpi.com
The potential benefits of applying information and communication technology (ICT) in
precision agriculture to enhance sustainable agricultural growth were discussed in this …

Soil sensors and plant wearables for smart and precision agriculture

H Yin, Y Cao, B Marelli, X Zeng, AJ Mason… - Advanced …, 2021‏ - Wiley Online Library
Soil sensors and plant wearables play a critical role in smart and precision agriculture via
monitoring real‐time physical and chemical signals in the soil, such as temperature …