Geomechanics.io

  • Free Tools
Sign UpLog In

Geomechanics.io

Geomechanics, Streamlined.

© 2026 Geomechanics.io. All rights reserved.

Geomechanics.io

CMRR-ioGEODB-ioHYDROGEO-ioQCDB-ioFree Tools & CalculatorsBlogLatest Industry News

Industries

MiningConstructionTunnelling

Company

Terms of UsePrivacy PolicyLinkedIn
    AllGeotechnicalMiningInfrastructureMaterialsHazardsEnvironmentalSoftwarePolicy
    Research
    Projects

    Mapping Australia’s vanadium future: geochemical and ML insights for explorers

    March 6, 2026|

    Reviewed by Tom Sullivan

    Mapping Australia’s vanadium future: geochemical and ML insights for explorers

    First reported on Australian Mining

    30 Second Briefing

    Mapping of Australia’s vanadium resources by University of Sydney PhD student Marliana Widyastuti is using soil geochemistry and machine‑learning analysis of legacy datasets to pinpoint prospective deposits for steel alloys and vanadium redox flow batteries. The work integrates multi‑element soil surveys, mineralogical characterisation and spatial statistics to distinguish vanadium hosted in titanomagnetite, shales and laterites across different regolith profiles. Outcomes are expected to guide targeted drilling, refine grade–tonnage estimates and de‑risk exploration in under‑sampled terrains.

    Technical Brief

    • Similar machine‑learning workflows could be adapted to other critical metals where large legacy soil datasets exist.

    Our Take

    Vanadium appears in only 12 keyword-matched pieces across more than a thousand Mining stories in our database, signalling that Australian vanadium remains a niche but strategically watched space compared with iron ore, gold and lithium coverage.

    Research-tagged items involving Australian universities, like this University of Sydney work on vanadium, often precede project-level announcements by several years, suggesting this mapping effort could feed directly into future project generation and targeting rather than near-term mine development.

    For Australia, vanadium sits at the intersection of critical minerals policy and grid-scale storage ambitions, so systematic mapping work is likely to be used by state and federal agencies to prioritise exploration incentives and infrastructure planning in prospective regions.

    Geotechnical Software for Modern Teams

    Centralise site data, logs, and lab results with GEODB-io, CMRR-io, and HYDROGEO-io.

    No credit card required.

    • Save and export unlimited calculations
    • Advanced data visualisation
    • Generate professional PDF reports
    • Cloud storage for all your projects

    Prepared by collating external sources, AI-assisted tools, and Geomechanics.io’s proprietary mining database, then reviewed for technical accuracy & edited by our geotechnical team.

    Related Articles

    BHP on data and AI in mining: decision-making lessons for project engineers
    Mining
    about 8 hours ago

    BHP on data and AI in mining: decision-making lessons for project engineers

    BHP Chief Digital Officer Mikko Tepponen argues that falling discovery rates and more complex orebodies are pushing miners towards data-centric decision-making, from exploration targeting to multi-decade capital allocation. He points to integrating geological, geophysical and drilling datasets into unified cloud platforms and using machine learning models to rank targets and optimise mine plans under multiple regulatory and ESG constraints. Tepponen stresses that value comes from linking these AI tools directly to operational decisions, such as dynamic cut-off grade strategies and real-time processing adjustments, rather than from pilots in isolated data science teams.

    Mining
    about 9 hours ago

    Sandvik AutoMine orders from Byrnecut: multi-mine automation lens for engineers

    Sandvik has secured five AutoMine orders from Byrnecut, deploying AutoMine Multi-Lite systems at the Gwalia, Ulysses, Youanmi and Gossan Valley underground mines in Australia and the Navachab gold mine in Namibia. The contracts extend Sandvik’s automation platform across multiple jurisdictions and orebody types, enabling tele-remote and multi-machine control of Sandvik loaders and trucks from centralised control rooms. With these installations, most of Byrnecut’s global underground operations will now run Sandvik’s AutoMine architecture, simplifying fleet standardisation, training and support.

    Mining
    about 11 hours ago

    3ME BladeVOLT IECEx certification: design and safety notes for mine engineers

    3ME Technology has secured IECEx hazardous area certification for its BladeVOLT® lithium-ion battery system to the IEC 60079 series, enabling use on electric mobile equipment in gassy underground mines previously limited to diesel or tethered power. The intrinsically safe design targets Group I mining atmospheres, allowing OEMs to integrate high‑energy battery packs into flameproof or explosion-protected platforms without separate local certification. This opens a compliant pathway for battery-electric loaders, trucks and utility vehicles in coal and other gas-prone operations seeking to cut diesel emissions and heat load.

    Related Industries & Products

    Mining

    Geotechnical software solutions for mining operations including CMRR analysis, hydrogeological testing, and data management.

    Construction

    Quality control software for construction companies with material testing, batch tracking, and compliance management.

    CMRR-io

    Streamline coal mine roof stability assessments with our cloud-based CMRR software featuring automated calculations, multi-scenario analysis, and collaborative workflows.

    HYDROGEO-io

    Comprehensive hydrogeological testing platform for managing, analysing, and reporting on packer tests, lugeon values, and hydraulic conductivity assessments.

    GEODB-io

    Centralised geotechnical data management solution for storing, accessing, and analysing all your site investigation and material testing data.