STEMMUS + SCOPE · PACKAGE FUNCTION EXPLORER

Coupling soil water, heat & air transfer
to canopy radiative transfer.

STEMMUS is a time-stepping soil water–heat–air transport model (the Richards equation for matric potential, plus coupled heat and soil-air pressure, across many soil layers and hourly time steps) — a fundamentally different kind of model from the per-simulation leaf/canopy radiative-transfer LUTs in ToolsRTM and SCOPEinR. STEMMUS + SCOPE couples that dynamic soil column to SCOPE’s canopy energy-balance, photosynthesis and fluorescence model, so the canopy’s lower boundary condition (soil temperature and moisture) comes from a real simulated soil profile instead of a static input.

Soil water transport (Richards)Coupled heat & soil-air pressureTime-stepping, not per-simulationR & Python
This function explorer is still in development. STEMMUS and STEMMUS + SCOPE aren’t released R/Python packages yet, alongside ToolsRTM and SCOPEinR — their exact package boundaries are still being decided. This page will get the same interactive function map treatment once that settles. In the meantime, the R-vs-Python numerical cross-verification of STEMMUS itself is already done and real, below.
What's already real
Not a mockup — this is verified, working cross-language code, just not yet packaged as a public API:
R vs Python

STEMMUS Verification

We ran the same real 2013 simulation independently in R and Python — 90 hours of simulated soil behaviour across 37 layers — and compared soil moisture, temperature and air pressure at every layer, every hour. They agree. (This comparison is itself still a draft, not yet linked publicly.)

Planned scope (not yet an API)
The rough shape this explorer will map once STEMMUS + SCOPE is packaged — shown here only as a preview, not a committed function list:
Soil column stateRichards equation solver: matric potential, soil temperature, soil-air pressure per layer per time step
Land-surface couplingSoil-atmosphere boundary fluxes feeding into the canopy energy balance
Coupled SCOPE runCanopy RTM + energy balance + fluorescence, driven by the STEMMUS soil state instead of a static soil input
Time-series outputMulti-day/multi-season simulated soil and canopy state, not a single static run
Explore what's ready now
Two packages already have a full interactive function explorer:
ToolsRTM

ToolsRTM Explorer

Leaf, canopy, soil & sensor models, LUTs, vegetation indices and inversion — the full per-simulation RTM toolbox, R and Python.

SCOPEinR

SCOPE Explorer

The coupled SCOPE forward model — leaf optics, energy balance, photosynthesis and fluorescence — R and Python.

Development
Wageningen University & Research CNR-IBE, National Research Council of Italy QuantaLab, IAS-CSIC
RTM-Suite Contributors & Model Developers
Research Collaborators & Users