Research & Education

Research and educational applications

BAITSSS can be used to examine model structure, parameter sensitivity, observations, spatial behavior, and reproducible simulation workflows.

01 · Research directions

Research applications

01

Resistance architecture

Evaluate aerodynamic, canopy, soil, stability, and connectivity assumptions.

02

Thermal observations

Compare surface-temperature observations with modeled states.

03

Soil & vegetation sensitivity

Test parameter sensitivity, rooting assumptions, vegetation representation, and flux partitioning.

04

Crop & site transferability

Examine behavior across environments, crops, management conditions, and meteorological forcing.

05

Model comparison

Compare BAITSSS with independent ET products, field observations, and other modeling approaches.

06

Spatial performance

Examine behavior from representative points to gridded applications and heterogeneous landscapes.

02 · Education

Model processes and reproducible workflows

PHYSICS

Physical evapotranspiration

Radiation, resistance, soil evaporation, transpiration, and atmospheric demand are represented within the model calculations.

STATE

Water and energy balance

Water storage and surface-energy fluxes are represented through time.

EXPERIMENT

Sensitivity experiments

Controlled changes in assumptions can be compared with subsequent modeled states and fluxes.

REPRODUCIBILITY

Reproducible workflows

Project inputs, run records, checkpoints, and outputs provide records for reproducing and reviewing simulations.

03 · Independent evaluation

Model comparison and evaluation

Independent evaluation uses recorded model inputs, assumptions, versions, outputs, and comparison observations. Differences can then be examined in relation to model structure, forcing data, parameters, spatial scale, temporal scale, and measurement uncertainty.