Field evidence, treatment and change over time

Environment, land & natural resources

Fieldwork and operational records can connect place, method and conditions to measurements over time. The provenance of a sample or observation is often as important as the result.

Discuss records in this sector

Land & living systems

What changed, where was it measured, and how reliable is the link?

A survey, laboratory value or site image needs context: location reference, method, units, date and any later intervention. Sensitive locations and client-owned work require particular care.

Illustrative connectionNot a sample archive or a promise of value

01
Site, sample or asset
02
Method & operating conditions
03
Measurement or intervention
04
Follow-up & provenance

Relevant records

Look beyond
the final file.

What was known, what was decided, what happened and what the evidence shows.

The examples below are categories to discuss. Existence, rights, suitability and buyer requirements still need to be established.

Water, waste & remediation

Sampling methods, process settings, dosing or treatment histories, laboratory results and abnormal-event records.

Surveying, land & geotechnical work

Borehole logs, field observations, survey revisions, material tests and condition histories connected to the same location or sample.

Natural resources & specialist grounds

Material production records, inspection findings, turf interventions and subsequent conditions, with the limits of observation preserved.

Potential uses, not promised demand

What might an AI team investigate?

Evaluating evidence retrieval across surveys, samples and technical reports.
Studying permitted process and environmental time series with their measurement context.
Testing whether a system distinguishes an observation, an interpretation and an intervention.

Any actual recipient, purpose and permitted use must be agreed. These are research and evaluation possibilities, not confirmed buyers, available datasets or claims of proven AI performance.

Before anything is shared

The boundaries
are part of the work.

Site coordinates, protected locations, infrastructure details and landowner/client information may be restricted.
Commissioned reports, sample ownership, environmental duties and statutory retention need checking.
Do not treat a single reading as a validated trend or a recorded intervention as proven causation.

McKays does not promise that redaction or anonymisation will make material suitable. Detailed review, preparation responsibilities and any specialist advice must be agreed separately.

Research & specialist records

Explore the subject.
Keep the context.

These record areas sit within this sector. They complement the business types below; they are not additional businesses or a catalogue of available datasets.

Geosciences

Specialist record area

Geological maps, stratigraphic interpretations, borehole and core logs, and geophysical measurements.
Sampling locations, instrument calibration, model revisions and uncertainty or interpretation records.

Illustrative categories only. Ownership, permissions, confidentiality, funding or publisher restrictions and the proposed use must be reviewed. No records, rights or buyer demand are assumed.

Ocean sciences

Specialist record area

Oceanographic measurements, marine survey observations, bathymetry and water-column or sediment analyses.
Sensor calibration, cruise or sampling metadata, processing methods and model comparisons.

Illustrative categories only. Ownership, permissions, confidentiality, funding or publisher restrictions and the proposed use must be reviewed. No records, rights or buyer demand are assumed.

Environmental sciences

Specialist record area

Air, water and soil measurements, environmental monitoring series and contamination investigations.
Sampling protocols, laboratory methods, environmental models and documented quality checks.

Illustrative categories only. Ownership, permissions, confidentiality, funding or publisher restrictions and the proposed use must be reviewed. No records, rights or buyer demand are assumed.

Ecology

Specialist record area

Species observations, habitat surveys, ecological experiments and population-monitoring series.
Survey effort, methods, location precision and conservation outcomes; sensitive species locations may need access restrictions.

Illustrative categories only. Ownership, permissions, confidentiality, funding or publisher restrictions and the proposed use must be reviewed. No records, rights or buyer demand are assumed.

Find your kind of business

Specific work.
Specific records.

Explore examples for the businesses and organisations in this sector.

Find a business type

Water-treatment operators

Record classes to describe, not upload

Water-quality laboratory measurements
Process settings, flows and dosing histories
Client, field-team and authority technical correspondence
Inspection, sampling or treatment methods