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Resource Modeling · In development · private beta

Kimmer Estimation

Drillhole QA/QC and implicit geological modeling in one Windows desktop app. Kimmer Estimation imports your collar/survey/assay tables, validates them, then fits an anisotropic implicit model and builds grade shells and contact surfaces. It is in active private beta: the modeling engine is wired end-to-end, but this is a pre-release tool, not a reportable-resource package.

Capabilities

From raw drillholes to a labeled model shell.

Import and validate collar/survey/assay tables, desurvey and composite, then fit an implicit model and build watertight grade shells, with uncertainty, explainability, and clamped tonnage attached.

table_view

Import with column mapping

Read collar, survey and assay tables from CSV (delimiter auto-sniffed across comma/semicolon/tab, BOM-stripped) or XLSX/XLS/XLSM via an interactive column-mapping dialog with header-alias auto-detection. Multi-element assays import with per-element unit factors; re-import supports Replace / Append / Upsert with a pre-commit add-update-unchanged diff.

fact_check

QA/QC catalog and dashboard

A validation catalog across Collar / Survey / AssayGeometry / Values categories with stable mnemonic codes and severity, live per-cell warning highlighting in the editable grid, and a control-sample dashboard: CRM charts at plus/minus 2/3 SD, blank contamination counts against k times detection limit, and duplicate precision pass-rate. Below-detection values follow half-detection / zero / keep-raw rules.

linear_scale

Desurvey and compositing

Minimum-curvature desurvey with a configurable dip-sign convention, then compositing to regular support in fixed-length or honor-lithology modes, length- and recovery-weighted, with source-interval tracking retained for traceability.

blur_on

Implicit grade modeling

An anisotropic implicit engine that produces a grade estimate together with a per-location uncertainty estimate, plus a fast implicit engine tuned for closed grade shells at a chosen cutoff.

deployed_code

Grade shells and contact surfaces

Watertight grade-shell and contact surfaces. Multi-domain modeling fits per-lithology surfaces; vein modeling offsets thin tabular solids; a single planar fault acts as a hard barrier, modeled independently on each side with no cross-fault smearing.

insights

Uncertainty, explainability, next drillhole

An uncertainty halo, an explainability probe reporting world XYZ, grade, uncertainty and which holes drive a region, a next-best-drillhole recommendation ranked by uncertainty times grade, an in-situ economic value skin with a price parameter, and a scenario diff that refits while dropping a fraction of holes to compare shell volume.

scale

Tonnage estimate with a data clamp

Grade-shell volume times bulk density (constant or per-domain) gives an indicative tonnage. A distance-to-data clamp drops shell cells and triangles beyond a support radius to prevent phantom tonnage far from any drilling. Output is explicitly framed as an indicative model shell, not a reportable resource.

3d_rotation

3D viewport and filtering

An orbit/zoom/pan 3D viewport with fit-view, click picking, and color-by-grade using Viridis / Turbo / Magma / Grayscale ramps. Ordered typed filter rules (hole id, lithology, grade element, elevation, recovery, interval length) combine with AND/OR to drive both the 3D view and the data sheet. Runtime English/Turkish switch, no restart.

What it is not (yet)

An indicative model shell, honestly labeled

Kimmer Estimation is a beta implicit-modeling tool, not a resource-estimation suite. Estimation is implicit-modeling-based, not classical geostatistical estimation, and the output is deliberately labeled a model shell rather than a classified resource. Several planned pieces are on the roadmap, not shipping.

  • No block-model / voxel grade estimation output
  • No classical geostatistical grade estimation or variogram fitting
  • No grade-tonnage curves and no JORC / NI 43-101 classification
  • No mesh or surface export (OBJ/DXF/VTK/STL) and no CSV/PDF report export, only the .kestima project is saved
  • Faster incremental model updates are on the roadmap; today every edit triggers a full rebuild
  • Hardware-accelerated 3D rendering for larger scenes is planned
deployed_codeDrillholes → Model → Shell
At a glance

Specs & compatibility

Platform
Windows desktop · code-signed installer
Import formats
CSV · XLSX · XLS · XLSM · .kestima project
Save format
.kestima project file (no mesh/CSV/PDF export yet)
Modeling
Anisotropic implicit modeling with uncertainty
Surfacing
Watertight grade shells and contact surfaces
Desurvey
Minimum-curvature, configurable dip-sign
Tonnage
Shell volume x bulk density, distance-to-data clamped
Languages
English / Turkish, live runtime switch
Status
In development · private beta