Environmental

Below are some use cases of Isalos Analytics Platform in environmental applications. Each case study is accompanied by:

  • A Manual User Guide report, providing a detailed, step-by-step description of the methodology and results, and
  • the corresponding Isalos workflow file, enabling full reproducibility and hands-on execution of the analysis within the platform.

Curve Fitting

Tide - Gauge Water Level (Sine Wave with Non-Zero Baseline)

Design of Experiments

PFAS ENVIRONMENTAL FATE (Plackett Burman & Box Behnken)

ANOVA

Global Surface Temperatures (One-Way ANOVA)

Smart Home Energy Consumption (One-Way ANOVA)

Sepal length (One-Way ANOVA)

Apparent Temperatures based on Wind Speed and Humidity (Two Way ANOVA & Factorial ANOVA)