ADELM
Adaptive Differentiable Ecohydrological Land Model
Goal
Make land processes learnable from data and diagnosable across scales.
Concept
Automatic differentiation connects observations with land models.
Code
Source, modules, and API reference.
ADELM is being prepared for release with a manuscript, for which a preprint is available at
Jiang, S., Blougouras, G., Wulan, T., Zeng, Y., and Zhou, J.: ADELM v1.0: a differentiable ecohydrological land model with learnable and diagnosable parameterization, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2026-3294, 2026.
⏳ Active development — ADELM is an ongoing scientific initiative with several research directions running in parallel. Does it align with your interests, or are you thinking about using it? Get in touch — we’d love to hear from you.