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Estimation of maize LCC and FVC for full growth periods based on UAV remote sensing and ensemble learning

Fractional vegetation cover (FVC) and leaf chlorophyll content (LCC) are essential parameters that reflect crop growth. An empirical approach to estimating LCC and FVC involves analyzing vegetation index (VI) derived from crop canopy reflectance and integrating them with statistical regression metho...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yihan Yao, Dong Wang, Meiyan Shu, Jingyu Hu, Yang Liu, Haikuan Feng, Bing Li, Wanyun Lu, Jian Wang, Lei Xi, Yinchao Che, Lei Shi
Format: Artigo
Sprache:Inglês
Veröffentlicht: PeerJ Inc. 2025-11-01
Schriftenreihe:PeerJ Computer Science
Schlagworte:
Vegetation index
Texture feature
Ensemble learning
Unmanned aerial vehicle remote sensing
Online-Zugang:https://peerj.com/articles/cs-3356.pdf
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