[HTML][HTML] A practical data-driven approach for precise stem water potential monitoring in pistachio and almond orchards using supervised machine learning algorithms

M Mortazavi, S Carpin, A Toudeshki… - Computers and Electronics …, 2025 - Elsevier
The advent of machine learning technologies in conjunction with the advancements in UAV-
based remote sensing pioneered a new era of research in agriculture. The escalating …

[HTML][HTML] Advanced monitoring of almond orchard water status using machine learning and remote sensing

SR Peddinti, I Kisekka - Scientia Horticulturae, 2025 - Elsevier
Water management is essential for optimizing yields in almond orchards, particularly in
regions with limited water resources. This work integrates different sources of information …

Prediction of the daily spatial variation of stem water potential in cherry orchards using weather and Sentinel-2 data

F Zambrano, A Herrera, M Olguín, M Miranda, J Garrido… - 2024 - eartharxiv.org
Irrigation management is critical for orchard production and plays a key role when there is
water scarcity. Climate change is changing global precipitation and temperature patterns …

Stochastic Methods for Machine Learning and their Applications

A Alizadeh - 2024 - search.proquest.com
In the fast-advancing domains of artificial intelligence and machine learning, the need for
models capable of efficiently handling large, complex datasets is inevitable. Traditional …