Estimation of potato canopy leaf water content in various growth stages using UAV hyperspectral remote sensing and machine learning. [PDF]
Guo F, Feng Q, Yang S, Yang W.
europepmc +1 more source
Research on fertilization decision method for rice tillering stage based on the coupling of UAV hyperspectral remote sensing and WOFOST. [PDF]
Li S, Jin Z, Bai J, Xiang S, Xu C, Yu F.
europepmc +1 more source
Inversion modeling of japonica rice canopy chlorophyll content with UAV hyperspectral remote sensing. [PDF]
Cao Y, Jiang K, Wu J, Yu F, Du W, Xu T.
europepmc +1 more source
3U CubeSat-Based Hyperspectral Remote Sensing by Offner Imaging Hyperspectrometer with Radially-Fastened Primary Elements. [PDF]
Ivliev N +11 more
europepmc +1 more source
Spatial Spectral Band Selection for Enhanced Hyperspectral Remote Sensing Classification Applications. [PDF]
Torres RM +5 more
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Hyperspectral Image Classification for Remote Sensing
This thesis is focused on deep learning-based, pixel-wise classification of hyperspectral images (HSI) in remote sensing. Although presence of many spectral bands in an HSI provides a valuable source of features, dimensionality reduction is often performed in the pre-processing step to reduce the correlation between bands.
openaire +1 more source
Retraction: Lithological information extraction and classification in hyperspectral remote sensing data using Backpropagation Neural Network. [PDF]
PLOS ONE Editors.
europepmc +1 more source
Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data. [PDF]
Tao H +9 more
europepmc +1 more source
Research on the Quantitative Inversion of Soil Iron Oxide Content Using Hyperspectral Remote Sensing and Machine Learning Algorithms in the Lufeng Annular Structural Area of Yunnan, China. [PDF]
Qi Y +6 more
europepmc +1 more source

