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A comparative analysis of SLR, MLR, ANN, XGBoost and CNN for crop height estimation of sunflower using Sentinel-1 and Sentinel-2

Saygın Abdikan, Aliihsan Şekertekin, Ömer Gökberk Narin, Ahmet Delen, Füsun Balık Şanlı

2022Advances in Space Research46 citationsDOI

Topics & Concepts

Mean squared errorMathematicsLinear regressionPearson product-moment correlation coefficientSynthetic aperture radarNormalized Difference Vegetation IndexRemote sensingStatisticsLeaf area indexGeographyAgronomyBiologyRemote Sensing in AgricultureRemote Sensing and LiDAR ApplicationsSmart Agriculture and AI
A comparative analysis of SLR, MLR, ANN, XGBoost and CNN for crop height estimation of sunflower using Sentinel-1 and Sentinel-2 | Litcius