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Latent Salinity Stress Detection in <i>Opuntia ficus-indica</i> Using Hyperspectral Imaging and a 3D-CNN Framework

Salinity stress remains a major bottleneck for agriculture in arid regions. While <i>Opuntia ficus-indica</i> is known for its resilience, its young cladodes maintain a misleadingly healthy visual appearance and stable biomass even under heavy saline pressure, making traditional vegetation indices a...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Juan Arredondo-Valdez, Horacio Abdiel Rodríguez-Garza, Héctor Flores-Breceda, Zayd Eliud Rangel-Nava, Néstor Everardo Aranda-Ledesma, Jesús Rodolfo Valenzuela-García, Moisés Hinojosa-Rivera, Ajay Kumar, Urbano Luna-Maldonado, Alejandro Isabel Luna-Maldonado
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2026-06-01
Schriftenreihe:Sensors
Schlagworte:
<i>Opuntia ficus-indica</i>
3D-CNN
hyperspectral imaging
salinity stress
precision agriculture
non-destructive phenotyping
Online-Zugang:https://www.mdpi.com/1424-8220/26/12/3641
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