GlobeSpec: Spectroscopic Estimation Component
GlobeSpec is a spectroscopic estimation component developed in collaboration with a Curtin University researcher. Built as part of the deepSoil-C feasibility study, it supports low-cost, automated monitoring by estimating soil carbon stocks and related soil properties.
The Challenge
- Complex scientific workflows in user interface
- High sensitivity to data formatting accuracy
- Performance issues during interactive configuration
- Visual clarity across dense analytical outputs
- Tight coupling between evolving API and UI
The Solution
A guided, user-friendly platform with robust validation, optimised performance, standardised visual outputs, and clearly defined frontend-backend workflows, enabling accurate, low-cost automated soil carbon monitoring.
Project Highlights
Research-grade science made operational
Advanced spectroscopic modelling developed with Curtin University was translated into a usable, repeatable workflow for non-technical users.
End-to-end automation of soil carbon estimation
The platform enables low-cost, scalable estimation of soil carbon stocks from raw spectral data through to mapped and validated results.
Flexible architecture supporting ongoing refinement
A modular front-end and API-driven backend allow the system to evolve as modelling methods, datasets, and validation requirements change.