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    1. torchrtmtorchrtmPublic

      torchrtm

      Jupyter Notebook 3

    2. hybrid-leaf-traits-pinnhybrid-leaf-traits-pinnPublic

      Physics-Informed Neural Networks (PINNs) coupling neural networks with the PROSPECT radiative transfer model to predict leaf traits from spectra. Code for Sun et al. (2025), Remote Sensing of Envir…

      Jupyter Notebook

    3. flora-embeddingsflora-embeddingsPublic

      Continuous representations of plant species from Flora texts and their evaluation for ecological trait inference.

      Jupyter Notebook

    4. flora-trait-extractionflora-trait-extractionPublic

      Large-scale extraction and validation of plant functional information from global Flora descriptions using large language models.

      Jupyter Notebook

    5. opera-doctoraliaopera-doctoraliaPublic

      Peng Sun's PhD Thesis Research, Software, Data and Publications