Integrating blockchain and the internet of things in precision agriculture: Analysis, opportunities, and challenges

M Torky, AE Hassanein - Computers and Electronics in Agriculture, 2020 - Elsevier
Blockchain quickly became an important technology in many applications of precision
agriculture discipline. The need to develop smart P2P systems capable of verifying …

Smart Sensors and Smart Data for Precision Agriculture: A Review

A Soussi, E Zero, R Sacile, D Trinchero, M Fossa - Sensors, 2024 - mdpi.com
Precision agriculture, driven by the convergence of smart sensors and advanced
technologies, has emerged as a transformative force in modern farming practices. The …

A survey on algorithms for intelligent computing and smart city applications

Z Tong, F Ye, M Yan, H Liu… - Big Data Mining and …, 2021 - ieeexplore.ieee.org
With the rapid development of human society, the urbanization of the world's population is
also progressing rapidly. Urbanization has brought many challenges and problems to the …

IndoorPlant: A model for intelligent services in indoor agriculture based on context histories

BG Martini, GA Helfer, JLV Barbosa… - Sensors, 2021 - mdpi.com
The application of ubiquitous computing has increased in recent years, especially due to the
development of technologies such as mobile computing, more accurate sensors, and …

A computational model for soil fertility prediction in ubiquitous agriculture

GA Helfer, JLV Barbosa, R dos Santos… - … and Electronics in …, 2020 - Elsevier
The application of sophisticated sensors to measure soil composition and plant needs are a
tendence in precision agriculture. In any case, prediction models are built using machine …

An IoT based smart irrigation management system using reinforcement learning modeled through a markov decision process

LMS Campoverde, M Tropea… - 2021 IEEE/ACM 25th …, 2021 - ieeexplore.ieee.org
In this paper, the proposal of an irrigation system exploiting IoT is provided. The proposed
system, based on IoT sensors and smart platforms such as Raspberry PI and Arduino, is …

Optimization of Spirulina sp. cultivation using reinforcement learning with state prediction based on LSTM neural network

YTT Doan, MT Ho, HK Nguyen, HD Han - Journal of Applied Phycology, 2021 - Springer
Spirulina/Arthrospira is well known as a microscopic filamentous cyanobacterium, which is
rich in nutrition and minerals. Therefore, Spirulina/Arthrospira cultivation industry has been …

[HTML][HTML] Towards sustainable agriculture: Harnessing AI for global food security

DK Pandey, R Mishra - Artificial Intelligence in Agriculture, 2024 - Elsevier
The issue of food security continues to be a prominent global concern, affecting a significant
number of individuals who experience the adverse effects of hunger and malnutrition. The …

A prototype modeling of smart irrigation system using Event-B

R Karmakar, BB Sarkar - SN Computer Science, 2021 - Springer
Traditional irrigation operates on a preset programmed schedule and timers. Smart irrigation
monitors weather, soil conditions, evaporation, and plant water use to automatically adjust …

Implementing the Markov decision process for efficient water utilization with Arduino board in agriculture

TK Toai, VM Huan - 2019 International Conference on System …, 2019 - ieeexplore.ieee.org
Normally, the conventional irrigation system is implemented by setting a soil humidity
threshold level through sensors in agriculture. If the current soil humidity is lower than …