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1. soilVAE soilVAE Public

   Provides supervised variational autoencoders (VAE), i.e. deep learning models for regression with high-dimensional predictors, such as visible, near-infrared, and shortwave infrared (VIS–NIR–SWIR) …

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2. autoSpectra autoSpectra Public

   Soil spectral modelling, visualization and prediction · soilVAE + OSSL v1.2 · VisNIR & MIR

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3. soilFlux soilFlux Public

   Physics-informed CNN1D for soil water retention curves (Norouzi et al. 2025)

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4. soil-rf-spectral soil-rf-spectral Public

   Soil VisNIR spectral modeling with tuned Random Forest — OSSL/ASD pipeline

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5. GeoVersa GeoVersa Public

   ConvKrigingNet2D · Deep learning + anisotropic residual kriging for Digital Soil Mapping · novel hybrid architecture with learned spatial autocorrelation

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