A systematic review on monitoring and advanced control strategies in smart agriculture

SI Hassan, MM Alam, U Illahi, MA Al Ghamdi… - Ieee …, 2021 - ieeexplore.ieee.org
Automation in agriculture nowadays is the main focus and area of development for various
countries. The population rate of the world is increasing rapidly and will be double in …

Standard single and basal crop coefficients for field crops. Updates and advances to the FAO56 crop water requirements method

LS Pereira, P Paredes, DJ Hunsaker… - Agricultural Water …, 2021 - Elsevier
This study reviews the abundant research on FAO56 crop coefficients, published following
introduction of the FAO56 paper in 1998. The primary goal was to evaluate, update, and …

Two stage stochastic Energy scheduling for multi energy rural microgrids with irrigation systems and biomass fermentation

W Li, Y Zou, H Yang, X Fu, Z Li - IEEE Transactions on Smart …, 2024 - ieeexplore.ieee.org
Multi-energy rural microgrids (MERMs) hold both economic potential and multi-energy
coordination ability, emerging as a promising energy management paradigm in rural areas …

A review on smart irrigation management strategies and their effect on water savings and crop yield

S Touil, A Richa, M Fizir… - Irrigation and …, 2022 - Wiley Online Library
Appropriate irrigation water management has attracted a considerable degree of attention
because it is crucial to guarantee water and food security worldwide. A smart irrigation …

Soil moisture forecast for smart irrigation: The primetime for machine learning

R Togneri, DF Dos Santos, G Camponogara… - Expert Systems with …, 2022 - Elsevier
The rise of the Internet of Things allowed higher spatial–temporal resolution soil moisture
data captured through in situ sensing. Such abundance of data enables machine learning …

AI and machine learning for soil analysis: an assessment of sustainable agricultural practices

M Awais, SMZA Naqvi, H Zhang, L Li, W Zhang… - Bioresources and …, 2023 - Springer
Sustainable agricultural practices help to manage and use natural resources efficiently. Due
to global climate and geospatial land design, soil texture, soil–water content (SWC), and …

Standard single and basal crop coefficients for vegetable crops, an update of FAO56 crop water requirements approach

LS Pereira, P Paredes, R López-Urrea… - Agricultural Water …, 2021 - Elsevier
Many research papers on crop water requirements of vegetables have been produced since
the publication of the FAO56 guidelines in 1998. A review of this literature has shown that …

Updated single and dual crop coefficients for tree and vine fruit crops

G Rallo, TA Paço, P Paredes, À Puig-Sirera… - Agricultural Water …, 2021 - Elsevier
The present study reviews the research on the FAO56 crop coefficients of fruit trees and
vines performed over the past twenty years. The main objective was to update information …

An integrated strategy for improving water use efficiency by understanding physiological mechanisms of crops responding to water deficit: Present and prospect

J Kang, X Hao, H Zhou, R Ding - Agricultural Water Management, 2021 - Elsevier
Water use efficiency (WUE), defined as the ratio of plant carbon gain to water use in various
spatio-temporal scales, is a complex indicator of physiological, agronomic, and engineering …

[HTML][HTML] Prediction of maize crop coefficient from UAV multisensor remote sensing using machine learning methods

G Shao, W Han, H Zhang, L Zhang, Y Wang… - Agricultural Water …, 2023 - Elsevier
In the upcoming irrigation management in agricultural production, accurate map** of crop
water consumption with a high spatial and temporal resolution at a farm scale is needed. In …