Publications

2 Papers

Keywords

Vegetation indices (2)
Machine learning (1)
Sorghum yield (1)
spatial autocorrelation (1)
UAV multispectral imaging (1)
Crop water content (1)
Hyperspectral (1)
LAI (1)
ML (1)

Sorghum yield prediction using UAV multispectral imaging and stacking ensemble learning in arid regions.

Deng L, Li Y, Liu X, Zhang Z, Mu J, Jia S, Yan Y, Zhang W

Published: 17 September 2025 in Frontiers in plant science

Keywords:

Machine learning

Sorghum yield

spatial autocorrelation

UAV multispectral imaging

Vegetation indices

Pubmed ID: 41140388

DOI: 10.3389/fpls.2025.1636015

Accurate estimation of sorghum crop water content under different water stress levels using machine learning and hyperspectral data.

Tunca E, Köksal ES, Öztürk E, Akay H, Çetin Taner S

Published: 24 June 2023 in Environmental monitoring and assessment

Keywords:

Crop water content

Hyperspectral

LAI

ML

Vegetation indices

Pubmed ID: 37353582

DOI: 10.1007/s10661-023-11536-8