Experimental Intelligence

Physical evidence, remote sensing & subsurface R&D

EXPERIMENTAL R&D VALIDATION-LED NO DISCOVERY CLAIMS

GeaSpirit tests physical and remote-sensing signals as possible sources of geological context. These research lines are experimental, may return negative results, and do not affect Evidence Compass unless they are independently validated.

Experimental and future technologies

Two reference chapters on what remote and geophysical methods actually measure — written to keep measurement, inference and discovery apart. They describe methods, not GeaSpirit capabilities; where something is a GeaSpirit idea, it is labelled as a proposal.

1Gravity Intelligence

Gravity responds to variations in mass and density beneath the surface. GeaSpirit uses it as contextual physical evidence to identify large-scale density contrasts and geological structures that may be relevant to mineral systems. A gravity anomaly is not a mineral discovery.

—Assets with a reading
—Anomaly summaries
7–13 kmMeasured land scale
9%Variance from elevation

These two numbers are not the same thing, and the map shows the smaller one. 322,954 assets have a gravity and magnetic reading — that is the coverage. 11,966 of them additionally carry an anomaly summary, which is what a marker on this map represents. An asset without a marker is not an asset without data: it has a reading whose local variation was not distinct enough to summarise. Absence of a dot is not absence of gravity, and it is certainly not negative evidence.

Residual gravity, gravity gradient and multiscale context are PLANNED. Not built as an active analytical layer. Tested across 12 known mineral districts using global Level 1 gravity data; no detectable mineral-scale signal was observed at the spatial resolution supported by the source dataset. The measurement was repeated with a full terrain correction and the result did not change.

Loading gravity context…

What gravity actually responds to

If the rock beneath a place is denser than its surroundings, local gravity is very slightly stronger. If it is less dense, very slightly weaker. That is the whole physical basis, and it is why gravity is one of the few remote signals that answers to material below the surface rather than to the surface itself. But the relationship runs one way only: a denser body produces an anomaly, and an anomaly does not identify a body.

What global gravity can show

Large intrusions. Basin margins. Basement steps. Regional density boundaries. Large crustal structures. The architecture a mineral system sits inside — and often the structure that controls mineralisation is more detectable than the mineralisation itself.

What it cannot

Global gravity cannot directly identify copper, gold, REE or massive sulphide, and it states no resource or reserve. A body 100–1,000 m across is below the effective resolution of this dataset at any depth — not because it is deep, but because the data does not carry that scale.

Grid spacing is not resolution

The global grid is served at about one arc-minute, and it is tempting to read that as roughly two-kilometre detail. It is not. Over the ocean the grid really is derived from satellite radar altimetry of sea-surface height; over land there is no altimetric gravity, and the same distributed grid carries values from a global model. Both are served at the same step, so at the point of use they look identical. GeaSpirit measured the difference on equal windows instead of assuming it:

WindowStd. dev.Decorrelates at
Ocean — central Atlantic15.1 mGal32.0 km
Ocean — central Pacific4.4 mGal23.8 km
Land — Nevada, USA51.3 mGal7.2 km
Land — Western Australia14.5 mGal13.3 km
Land — Atacama, Chile71.0 mGal11.9 km

Land is not smoother than ocean — it carries more short-wavelength structure, not less. But 7–13 km is where the land field stops being self-similar, and that is the smallest thing it can resolve. Every scale claim on this page uses that measured figure rather than the served step.

Free-air gravity is not a map of mountains

Free-air anomaly is not corrected for the mass of the terrain, so it could plausibly be an elevation ranking wearing a geophysical name. Measured against 300 land points whose elevation came from a source never derived from gravity, elevation explained about 9% of the variance (r = 0.302), and the fitted slope was 6% of the textbook free-air correction. Isostatic compensation is why: the root of lighter crust under a range largely cancels the topographic excess.

That 9% is a GLOBAL figure, and it means nothing without its scale. Measured inside a single 100 km window across twelve mining districts, the same coupling reads r ≈ 0.72 — about half the variance; between windows it falls to 0.52, and across the planet to 0.30. The reason is that isostasy is a long-wavelength phenomenon: a mountain belt has a crustal root that cancels its mass, but a single ridge does not. So free-air is terrain-dominated locally and terrain-free regionally, and any statement about the coupling has to say at which scale it holds.

That result matters because it changes the argument. The reason to move towards Bouguer and residual products is not that free-air “just measures mountains” — it is that free-air is insensitive to compensated relief, and therefore blind to exactly the density structure this layer is meant to expose. These figures are a GeaSpirit internal audit on a 300-point sample, not a universal physical constant.

NON-UNIQUE PHYSICAL SOLUTION. The same anomaly can be produced by a small dense shallow body, a larger less dense deeper one, an intrusion, a basement change, a mafic body, dense sulphides or a sedimentary basin. Inversion does not have one answer, and no amount of filtering gives it one. That is why GeaSpirit keeps the observed signal, the interpretation and the confidence in it as three separate statements.

A strong signal can carry a weak interpretation

Priority and confidence are not the same quantity. A mass anomaly can be real, well measured and clearly present while its geological meaning stays uncertain — for example mass anomaly: HIGH alongside interpretation confidence: LOW. That pair is a valid and common outcome, and reporting it honestly is more useful than collapsing the two into a single number that implies more than the physics supports.

Gravity and magnetics together

Gravity responds primarily to density; magnetics responds to magnetic properties. They are independent measurements, so where they agree the structural reading is better supported — but convergence identifies structure, not mineralisation. The combinations below are conceptual guidance, never a diagnosis.

Gravity high + magnetic high

Compatible with several dense and magnetic geological bodies — mafic or ultramafic rock, an intrusion, magnetite-bearing material. Compatible with, not evidence of.

Gravity high + magnetic low

A dense but weakly magnetic source is one possibility among several. Requires geological context before it means anything.

Gravity low + magnetic low

May indicate a basin, a less dense granite, alteration or fracturing. May — the list is not exhaustive and the cases are not exclusive.

Coincident boundaries

Where a gravity edge and a magnetic edge line up, that may indicate a geological contact, a fault or the margin of an intrusion. Structure is often more detectable than the deposit it controls.

Three levels, and only one of them is built

LevelSourceUseful forStatus
Level 1 — GlobalCompiled global gridsRegional context, structure at roughly 10 km and largerBUILT
Level 2 — NationalGeological survey gravityRegional exploration structure; station spacing depends on the surveyNOT BUILT
Level 3 — AssetGround, airborne, gradiometryAsset-scale investigation where such data existsNOT BUILT

Levels 2 and 3 are a data-acquisition problem, not a processing one. No residual, gradient or multiscale filter applied to the global grid can recover detail that was never in it — filtering redistributes what is present and invents nothing. Those products are therefore listed as planned rather than offered as layers.

EXPERIMENTAL MODEL. This layer is under validation. It is intended for contextual physical screening. It does not identify mineral deposits, estimate resources, or replace detailed geophysics and drilling. It does not currently affect the GeaSpirit Score or Evidence Compass, and it will not until it has been measured out of sample against an independent benchmark.

Experimental R&D — physical evidence

EXPERIMENTAL R&D. The research lines below investigate whether physical or remote-sensing observations can provide additional geological context. They are research hypotheses under validation. They do not identify mineral deposits, and they do not currently affect Evidence Compass, Priority or Confidence. A negative result is reported as plainly as a positive one, and several already have been.

1

Gravity / mass anomaly research

Density contrast and regional structure

EXPERIMENTAL R&DMINERAL-SCALE R&D PARKED
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Current status
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What has been refuted
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Known confounders
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What it cannot claim
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Next validation step
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2

Nocturne

Nocturnal thermal memory research

EXPERIMENTAL R&DSELECTIVE SIGNAL — NOT VALIDATED
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What has been refuted
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3

Radiometric alteration residual

Gamma-ray K, Th and U against geological expectation

EXPERIMENTAL R&DRESEARCH HYPOTHESIS — NOT RUN
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4

Spectral alteration residual

Surface mineralogy against geological expectation

EXPERIMENTAL R&DDESIGN FROZEN — NOT RUN
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Next validation step
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Geological analogue retrieval

Multiscale similarity to known deposit families

EXPERIMENTAL R&DRUN ONCE — NO SIGNAL
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Next validation step
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Multimodal geological analogue retrieval

Local similarity to individual systems, not to their average

EXPERIMENTAL R&DDESIGN — NOT RUN
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Next validation step
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What we have tested

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Where each line stands

LineLast experiment ResultWhy What would reopen it
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What these experiments taught us

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Future research hypotheses

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Research outcomes summary

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Research lineStatus What happenedWhat would reopen it
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Where the advanced work lives

Gravity–magnetic fusion and depth hypotheses are research, not a service, and they live in GeaSpirit Private Intelligence, in the Depth Fusion Lab. Their status there is stated plainly: the magnetic inversion has only ever been tested against synthetic truth, never against real survey grids, and the depth estimator failed its own validation check — so no depth figure is published. This public page explains and shows the physical signal; it does not expose the private interpretation built on top of it. Depth Fusion carries its own labelling — experimental, non-unique solution, not an ore body image — for the same reason this page carries the note above.

Gravity: Sandwell & Smith / TopEx free-air anomaly (Scripps Institution of Oceanography, UC San Diego). Magnetics: EMAG2v3 (NOAA NCEI). Scale and elevation-coupling figures are a GeaSpirit internal audit measured on the sources above; the method and raw samples are held in the GeaSpirit research record. This layer is geological context, not a resource or discovery claim.