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Predicting the Chlorophyll Content of Maize over Phenotyping as a Proxy for Crop Health in Smallholder Farming Systems

Smallholder farmers depend on healthy and productive crop yields to sustain their socio-economic status and ensure livelihood security. Advances in South African precision agriculture in the form of unmanned aerial vehicles (UAVs) provide spatially explicit near-real-time information that can be use...

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Principais autores: Kiara Brewer, Alistair Clulow, Mbulisi Sibanda, Shaeden Gokool, Vivek Naiken, Tafadzwanashe Mabhaudhi
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-01-01
Serier:Remote Sensing
Fag:
chlorophyll
drones
machine learning
precision agriculture
random forest
smallholder farming systems
Online adgang:https://www.mdpi.com/2072-4292/14/3/518
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