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 …

[HTML][HTML] Security challenges to smart agriculture: Current state, key issues, and future directions

AR de Araujo Zanella, E da Silva, LCP Albini - Array, 2020 - Elsevier
Smart agriculture integrates a set of technologies, devices, protocols, and computational
paradigms to improve agricultural processes. Big data, artificial intelligence, cloud, and edge …

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

I Bhakta, S Phadikar, K Majumder - … of the Science of Food and …, 2019 - Wiley Online Library
BACKGROUND The socio‐economic status of the countries is ever‐changing due to the
increasing population.'Green Revolution', a paradigm shift towards technology driven …

Proposal for a framework to manage the barriers that hinder the development of agriculture 4.0 in the agricultural production chain

F da Silveira, JGA Barbedo, SLC da Silva… - … and Electronics in …, 2023 - Elsevier
Agriculture 4.0 technologies like the internet of things, machine learning, unmanned aerial
vehicles, big data analytics, robotics, and artificial intelligence can benefit all stages and …

Coupling machine learning and weather forecast to predict farmland flood disaster: A case study in Yangtze River basin

Z Jiang, S Yang, Z Liu, Y Xu, Y Xiong, S Qi… - … Modelling & Software, 2022 - Elsevier
Accurate water level prediction is the premise of farmland waterlogging prediction. A simple
water level prediction model (FDPRE) based on four machine learning (ML) algorithms and …

Agrisecure: A fog computing-based security framework for agriculture 4.0 via blockchain

S Padhy, M Alowaidi, S Dash, M Alshehri, PP Malla… - Processes, 2023 - mdpi.com
Every aspect of the 21st century has undergone a revolution because of the Internet of
Things (IoT) and smart computing technologies. These technologies are applied in many …

ISOF: information scheduling and optimization framework for improving the performance of agriculture systems aided by industry 4.0

G Manogaran, CH Hsu, BS Rawal… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Industry 4.0 is a promising evolution in the field of smart farming by improving the
productivity and reducing human intervention to modernize agriculture. This smart paradigm …

IoT-Agro: A smart farming system to Colombian coffee farms

JP Rodríguez, AI Montoya-Munoz… - … and Electronics in …, 2021 - Elsevier
Currently, the adoption of smart technologies for sustainable farming systems creates a
distinct competitive edge for farmers, extension services, agri-business, and policy-makers …

IoT-digital twin-inspired smart irrigation approach for optimal water utilization

A Manocha, SK Sood, M Bhatia - Sustainable Computing: Informatics and …, 2024 - Elsevier
Agriculture industry faces the challenge of increasing productivity by 50% from 2012 to 2050
while reducing water usage, given that it currently consumes 69% of the world's freshwater …

An empirical investigation of barriers to the adoption of smart technologies integrated urban agriculture systems

K Srinivasan, VK Yadav - Journal of Decision Systems, 2023 - Taylor & Francis
Emerging technologies integrated Urban and peri-urban agriculture (UPA), such as Smart
controlled environment agriculture (SCEA), an innovative form of crop cultivation that …