Working Paper 75 · Land Restoration · Verification Design

Paying for What Can Be Seen

Environmental payment schemes fail where the thing being paid for is a counterfactual nobody can observe. Restoration on degraded ground does not have that problem: the before-state is visible, dated, and in the archive. That difference is not a detail. It is a criterion for which environmental claims can be paid for at all — and it selects the Cerrado pasture and mining frontier, which the EU Deforestation Regulation does not reach, because savanna is not forest.

Pablo Nogueira Grossi · G6 LLC, Newark NJ · 22 August 2026 · method: WP73 · design precedent: WP72
Cerrado landscape: flat-topped chapadas on the horizon, a line of buriti palms marking a vereda, open grassland, fence posts in the foreground.
Cerrado. The chapadas on the horizon, open campo, and a line of buriti palms marking a vereda — the spring-fed palm wetland that the Forest Code protects as permanent preservation area. The palms in this frame are protected. Most of the grassland behind them is not. The fence is the other half of the story.

1 · A landscape with a legal seam through it

The Cerrado is the largest and most biodiverse tropical savanna on Earth, and it is where Brazilian agriculture was built. Embrapa's programme from the mid-1970s corrected soils that had been written off — pH near 4, aluminium toxicity, phosphorus locked into iron and aluminium oxides — through liming at industrial scale, phosphate loading, micronutrients, soybeans bred out of photoperiod sensitivity, and Rhizobium inoculation so thorough that Brazilian soy still runs on almost no nitrogen fertiliser. It is one of the great applied-science programmes of the twentieth century.

It is also how the savanna was converted. The Cerrado now carries roughly 60% of Brazilian agricultural output and 22% of global soybean exports [1]. Both sentences are true and neither cancels the other.

The legal seam matters more than the aesthetic one. Under the Forest Code, legal reserve requirements in the Amazon are far higher than in the Cerrado, so most Cerrado conversion is lawful. A compliance regime keyed to legality sees nothing here. And the active frontier is no longer the Amazon but Matopiba — Maranhão, Tocantins, Piauí, Bahia — the Cerrado's northern edge [1].

[OPEN — verify before citing]
The EU Deforestation Regulation protects forest on a canopy-cover definition, and savanna largely does not meet it. There was a sustained effort to extend the regulation to “other wooded land” specifically to capture the Cerrado, and it was deferred. If that remains the state of play, soy from newly cleared Cerrado can be EUDR-compliant, and the regulation's blind spot is aligned almost exactly with Brazil's live frontier. This paper's commercial argument depends on that being true. It has not been verified against the current legal text and must be before it is relied on.

2 · Why environmental payments keep failing

The dominant instrument for paying to protect land is the avoided-deforestation credit: a buyer pays because a forest that would have been cleared was not. The payment is for a counterfactual.

Counterfactuals cannot be observed. They are constructed from a baseline, and the baseline is chosen by the party being paid. The consequences are documented rather than hypothetical — non-additionality, inflated baselines, leakage into neighbouring parcels, and permanence failures when a paid-for forest later burns. Investigations of major rainforest credit portfolios have found large fractions to be effectively phantom.

Tokenisation was then applied on top. Bridging credits onto public ledgers in 2021–22 produced a measured effect: demand concentrated in the oldest and lowest-quality credits, because the bridge could not discriminate on quality, and the registry moved to block it. That is a completed experiment on the same mechanism, not a prediction.

Diagnosis
The failure is not fraud and does not require any. It is that the quantity being purchased — what would otherwise have happened — has no observable referent. No amount of ledger integrity repairs an unobservable measurand. An immutable record of an unverifiable claim is an unverifiable claim that can no longer be corrected.

3 · The criterion

State it plainly, because everything else follows from it.

Criterion
An environmental outcome can be paid for on verifiable terms if, and only if, its before-state is observable and dated in an archive that neither party controls.

Avoided deforestation fails the criterion: the before-state is a forest that still stands, and the claim concerns a future that did not occur. Restoration of degraded ground satisfies it: bare, compacted, eroded or tailings-covered land is spectrally unambiguous, and the public satellite archive holds a dated record of it that predates any contract.

The criterion is not a preference. It partitions the space of environmental claims into those a third party can check and those they cannot, and it does so without reference to anyone's good faith.

claimbefore-stateverifiable?
avoided clearing of standing forestcounterfactualno
restoration of degraded pasturedegraded pasture, dated in archiveyes
recovery of mining-degraded landbare ground or tailings, datedyes
plantation establishment on bare groundbare ground, datedyes
improved management, canopy unchangedindistinguishableno

Applied to Brazil, the criterion selects a very large target. Degraded pasture runs to tens of millions of hectares, with federal policy already directed at converting it. Land degraded by mining carries, in addition, an existing legal recovery obligation — the PRAD, the degraded-area recovery plan — whose compliance nobody can currently verify at scale. That is an obligation without an instrument, which is a market.

[OPEN]
The degraded-pasture area figure and the current federal conversion programme were taken from memory during drafting and are not sourced. The PRAD obligation is likewise stated from general knowledge. Both must be checked against primary Brazilian sources before this paper is cited for either.

4 · What the instrument can and cannot see

Detection is not symmetric, and the asymmetry is the design constraint.

Clearing is loud. Removal of standing biomass is a large, abrupt, high-contrast change. It is why deforestation monitoring works and why the Cerrado and Amazon frontiers are mapped in near-real time.

Establishment is quiet. A planted seedling is sub-pixel at 10 m and spectrally indistinguishable from grass or scrub for years. Against a forest background it is undetectable. Against bare or degraded ground it is not — contrast is the whole difference, which is a second reason the criterion selects the ground it does.

Two further signals do real work. Geometry: plantation and restoration planting is regular — rows, uniform spacing, single species, single age cohort — and regularity is detectable well before individual crowns are. Individual crowns: at sub-metre resolution, individual trees can be delineated at scale; a published count of roughly 1.8 billion trees across the West African Sahara and Sahel demonstrates the technique in drylands [2]. Sub-metre imagery is commercial and priced per square kilometre, which is an operating cost rather than an obstacle.

And in Amazonia specifically the binding constraint is cloud, not resolution. Optical sensors are unusable for much of the year; Sentinel-1 SAR penetrates cloud and is free.

What no sensor resolves
Land cover is observable. Labour conditions, input handling, tenure, and producer knowledge are not, at any resolution. Embrapa's own AMBITEC system assessed exactly those socio-environmental dimensions, and it did so through structured field indicators and producer interviews — rigorous, grounded, and neither scalable nor re-derivable by a third party who was not present. Those are also precisely the dimensions that forced-labour due diligence requires. The honest architecture is therefore hybrid: remote sensing carries the land-cover claim; structured field assessment carries the rest. Any design that claims a satellite settles the second class of question is overselling the instrument.

5 · The claim must be re-derivable, not attested

A verification claim names an artifact. What was actually verified is a triple — artifact, method, inputs — and recording only the first is the defect analysed in WP73. The same structure applies here, with one advantage the software case does not have: the satellite archive is immutable and publicly addressable. A Sentinel or Landsat scene identifier names a specific, unchanging product that anyone can retrieve indefinitely. The input pin is free and strong.

artifact    plot P — geometry hash + classification result
inputs      scene identifiers, listed explicitly (Sentinel-1/2, Landsat)
algorithm   commit SHA of the classifier + container digest
parameters  hash of the configuration
output      sha256 of the result
checked-at  ISO 8601

Verification is then not trust this record but re-derive and compare. Same inputs, same code, same configuration, same output — or the claim fails, and the failure names which of the arguments moved. Where third-party proof of when a claim was made is required, that is a timestamp — RFC 3161, or an anchored Merkle root — not a ledger of the claim itself.

6 · The mechanism

Given the criterion and the stamp, the payment instrument follows and is deliberately unexciting.

The fourth point is where most of the safety lives, and it is worth being explicit about the design that was rejected to arrive at it.

7 · Why not a token

A token whose supply contracts as trees are planted, collateralised by the trees, was considered during drafting and is recorded here as rejected, with reasons, because a design abandoned silently is a design that returns.

What survives the rejection
The instinct underneath — that verified environmental outcomes should carry financial reward, and the reward should reach the people doing the work — is sound and is not what fails. What fails is the assumption that the hard part is the money layer. Every one of these markets is bottlenecked on credible measurement, reporting and verification. That is the scarce good. Sell the instrument, not the currency: it is legal, it has a regulatory deadline, it has buyers, and it does not require anyone to believe in it.

8 · What this paper does not establish

9 · Provenance

This paper was assembled in a single working session on 22 August 2026, from an exchange in which several stronger-sounding versions of its argument were proposed and discarded. The sequence is recorded because the discarded versions were the more attractive ones.

Note on method
Each rejection above narrowed the claim and each narrowed claim survived scrutiny better than the one it replaced. That is the routine set out in CS/ROUTINE.md in this repository, applied to a design rather than to a proof: write the exposition early, treat disagreement between the prose and the object as a defect, and record what was discarded so the discarded version does not return wearing different words.

References

[1] S. Dutra e Silva, Lessons from the Brazilian Cerrado: Technological Achievement and Environmental Challenges, ReVista, David Rockefeller Center for Latin American Studies, Harvard University, 13 September 2025.
[2] M. Brandt et al., An unexpectedly large count of trees in the West African Sahara and Sahel, Nature 587, 2020.
[3] G. S. Rodrigues, C. C. A. Buschinelli, A. F. D. Avila, An Environmental Impact Assessment System for Agricultural R&D II: Institutional Learning Experience at Embrapa, Journal of Technology Management and Innovation.
[4] Regulation (EU) 2023/1115 on deforestation-free products, as amended; application date for large operators deferred to 30 December 2026.