Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing.
Giorgio MoralesJohn W. SheppardPaul B. HegedusBruce D. MaxwellPublished in: Sensors (2023)
Keyphrases
- remote sensing
- neural network
- elman network
- prediction model
- multi layer perceptron
- hyperspectral remote sensing
- remote sensing images
- change detection
- multispectral
- regression model
- multilayer perceptron
- hyperspectral
- remote sensing imagery
- satellite images
- weather prediction
- high resolution
- remote sensing data
- image analysis
- image processing
- image fusion
- satellite data
- high spatial resolution
- artificial neural networks
- satellite imagery
- multi spectral images
- automatic image registration
- hyperspectral imaging
- land cover
- hyperspectral imagery
- back propagation
- remotely sensed
- digital image analysis
- remote sensed images
- geographical information systems
- hyperspectral images
- remotely sensed images
- pattern recognition
- remote sensing image processing
- remotely sensed imagery
- feature extraction
- multispectral images
- land cover classification
- wavelet transform
- multiscale
- high quality
- computer vision