[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 …

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 …

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 …

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 …

[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 …

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 …

Applications of IoT for optimized greenhouse environment and resources management

C Maraveas, D Piromalis, KG Arvanitis… - … and Electronics in …, 2022 - Elsevier
The role of Internet-of-Things (IoT) in precision agriculture and smart greenhouses has been
reinforced by recent R&D projects, growing commercialization of IoT infrastructure, and …

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 …

[HTML][HTML] 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 …

An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages

F Da Silveira, FH Lermen, FG Amaral - Computers and electronics in …, 2021 - Elsevier
Agriculture 4.0 upgrades traditional production methods and world agriculture strategies to
an optimized value chain using a range of emerging technologies that enhance disruptive …