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References from Farming of Things. Local targets link to admitted publications; unresolved targets remain external evidence.
Agricultural robots for field operations: concepts and components
10.1016/j.biosystemseng.2016.06.014 · 2016 · External reference
Cyber-physical systems for smart farming: a systematic review
10.3390/su17146393 · 2025 · External reference
Internet of things for smart agriculture: technologies, practices and future direction
10.3233/ais-170440 · 2017 · External reference
Internet of things in agriculture, recent advances and future challenges
10.1016/j.biosystemseng.2017.09.007 · 2017 · External reference
An overview of internet of things (IoT) and data analytics in agriculture: benefits and challenges
10.1109/jiot.2018.2844296 · 2018 · External reference
Internet of things in arable farming: implementation, applications, challenges and potential
10.1016/j.biosystemseng.2019.12.013 · 2020 · External reference
A comprehensive survey on IoT and AI based applications in different pre-harvest, during-harvest and post-harvest activities of smart agriculture
2024 · External reference
Precision agriculture techniques and practices: from considerations to applications
10.3390/s19173796 · 2019 · External reference
Crop yield prediction using machine learning: a systematic literature review
10.1016/j.compag.2020.105709 · 2020 · External reference
Machine learning in agriculture: a review
10.3390/s18082674 · 2018 · External reference
An IoT based smart irrigation management system using machine learning and open source technologies
10.1016/j.compag.2018.09.040 · 2018 · External reference
Smart farming IoT platform based on edge and cloud computing
10.1016/j.biosystemseng.2018.10.014 · 2019 · External reference
A systematic survey on the role of cloud, fog, and edge computing combination in smart agriculture
10.3390/s21175922 · 2021 · External reference
Overview of edge computing in the agricultural internet of things: key technologies, applications, challenges
10.1109/access.2020.3013005 · 2020 · External reference
Lightweight secure and scalable scheme for data transmission in the internet of things
10.1007/s13369-024-08884-z · 2024 · External reference
Lightweight and secure data transmission scheme against malicious nodes in heterogeneous wireless sensor networks
10.1109/tifs.2023.3297904 · 2023 · External reference
Distributed intelligence in the artificial intelligence of things: a review of artificial intelligence workload placement across the device-edge-fog-cloud continuum
10.3390/fi18060296 · 2026 · External reference
Edge computing-enabled smart agriculture: technical architectures, practical evolution, and bottleneck breakthroughs
10.3390/s25175302 · 2025 · External reference
Cloud–edge–device collaborative computing in smart agriculture: architectures, applications, and future perspectives
10.3389/fpls.2025.1668545 · 2025 · External reference
Task offloading in edge and cloud computing: a survey on mathematical, artificial intelligence and control theory solutions
10.1016/j.comnet.2021.108177 · 2021 · External reference
Edge computing: a tractable model for smart agriculture?
2019 · External reference
Mixed INT4-INT8 LLM quantization via progressive layerwise assignment with dynamic sensitivity estimation
2025 · External reference
Unresolved reference
External reference
Farming the web of things
10.1109/mis.2013.102 · 2013 · External reference
Internet of things platform for smart farming: experiences and lessons learnt
10.3390/s16111884 · 2016 · External reference
Smart farming: internet of things (IoT)-based sustainable agriculture
10.3390/agriculture12101745 · 2022 · External reference
Precision agriculture using IoT data analytics and machine learning
10.1016/j.jksuci.2021.05.013 · 2022 · External reference
From smart farming towards agriculture 5.0: a review on crop data management
10.3390/agronomy10020207 · 2020 · External reference
A review of wireless sensor technologies and applications in agriculture and food industry: state of the art and current trends
10.3390/s90604728 · 2009 · External reference
Wireless sensor networks for agriculture: the state-of-the-art in practice and future challenges
10.1016/j.compag.2015.08.011 · 2015 · External reference
Energy-efficient wireless sensor networks for precision agriculture: a review
10.3390/s17081781 · 2017 · External reference
Internet of things (IoT) for smart precision agriculture and farming in rural areas
10.1109/jiot.2018.2879579 · 2018 · External reference
An overview of smart agriculture using internet of things (IoT) and web services
2025 · External reference
IoT and agriculture data analysis for smart farm
10.1016/j.compag.2018.12.011 · 2019 · External reference
Internet of things for the future of smart agriculture: a comprehensive survey of emerging technologies
10.1109/jas.2021.1003925 · 2021 · External reference
A survey on smart agriculture: development modes, technologies, and security and privacy challenges
10.1109/jas.2020.1003536 · 2021 · External reference
Internet of things and artificial intelligence for sustainable agriculture: a use case in citrus orchards
2023 · External reference
Digital twin of smart agriculture sensors through LoRaWAN connectivity
2025 · External reference
IoT-enabled precision agriculture: developing an ecosystem for optimized crop management
10.3390/info14040205 · 2023 · External reference
Machine learning applications for precision agriculture: a comprehensive review
10.1109/access.2020.3048415 · 2021 · External reference
An explainable quantized transfer learning framework for multiclass rice disease detection with IoT-based soil monitoring
2026 · External reference
Deep learning in agriculture: a survey
10.1016/j.compag.2018.02.016 · 2018 · External reference
Factors influencing the use of deep learning for plant disease recognition
10.1016/j.biosystemseng.2018.05.013 · 2018 · External reference
A review of deep learning techniques used in agriculture
10.1016/j.ecoinf.2023.102217 · 2023 · External reference
Systematic review on machine learning and computer vision in precision agriculture: applications, trends, and emerging techniques
10.1016/j.engappai.2025.110401 · 2025 · External reference
A machine learning framework to estimate crop coefficient dynamics of citrus orchards
10.1016/j.compag.2025.110797 · 2025 · External reference
Machine learning models for actual crop coefficient estimation on sensor-less fields
2026 · External reference
Smart farm digital twin model based on edge-cloud architecture for tomato monitoring and detection
2025 · External reference
End-to-End service availability in heterogeneous multi-tier cloud–fog–edge networks
10.3390/fi15100329 · 2023 · External reference
Edge-IoT-UAV adaptation toward precision agriculture using 3D-LiDAR point clouds
10.1109/iotm.001.2400027 · 2025 · External reference
Digital twin deployment for smart agriculture in cloud-fog-edge infrastructure
10.1080/17445760.2023.2235653 · 2023 · External reference
Application scenarios of digital twins for smart crop farming through cloud–fog–edge infrastructure
10.3390/fi16030100 · 2024 · External reference
10.1016/j.compag.2025.111252
10.1016/j.compag.2025.111252 · External reference
Distributed intelligence in wireless networks
10.1109/ojcoms.2023.3265425 · 2023 · External reference
Dynamic task offloading and scheduling for low-latency IoT services in multi-access edge computing
10.1109/jsac.2019.2894306 · 2019 · External reference
Dynamic task offloading and resource allocation for ultra-reliable low-latency edge computing
10.1109/tcomm.2019.2898573 · 2019 · External reference
Dynamic task offloading and resource allocation for mobile-edge computing in dense cloud RAN
10.1109/jiot.2020.2967502 · 2020 · External reference
Energy-optimal latency-constrained application offloading in mobile-edge computing
10.3390/s20113064 · 2020 · External reference
Efficiency and fairness oriented dynamic task offloading in internet of vehicles
10.1109/tgcn.2022.3167643 · 2022 · External reference
Dynamic task offloading for mobile edge computing with hybrid energy supply
10.26599/tst.2021.9010050 · 2023 · External reference
AGRARIAN: a hybrid AI-driven architecture for smart agriculture
10.3390/agriculture15080904 · 2025 · External reference
Dynamic resource allocation in smart agricultural IoT using reinforcement learning and 6g edge computing
10.1186/s13638-025-02563-9 · 2026 · External reference
Tiny machine learning and on-device inference: a survey of applications, challenges, and future directions
10.3390/s25103191 · 2025 · External reference
From tiny machine learning to tiny deep learning: a survey
2025 · External reference
Unresolved reference
External reference
Large language models and agricultural extension services
10.1038/s43016-023-00867-x · 2023 · External reference
Applying adaptive security techniques for risk analysis of internet of things (IoT)-based smart agriculture
10.3390/su141710964 · 2022 · External reference
AgriSecure: a fog computing-based security framework for agriculture 4.0 via blockchain
10.3390/pr11030757 · 2023 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
A brief introduction to monte carlo simulation
10.2165/00003088-200140010-00002 · 2001 · External reference
A Monte Carlo simulation-based decision support system for reliability analysis of taiwan’s power system: framework and empirical study
10.1016/j.energy.2019.04.158 · 2019 · External reference
Quantifying perception-based student success with generative AI: an exploratory Monte Carlo simulation
10.3390/educsci16060832 · 2026 · External reference
