Datasets

High-quality data is the foundation of modern modeling and smart decision-making in agriculture. Our comprehensive datasets combine in-situ measurements with advanced remote sensing — everything you need in one place.

Check our our existing dataset or contact us if you want to build a new one

Datasets - QZ Solutions
Grants and projects

Applying for a project or a grant?

Instead of spending time and money to gather new in-situ data, check out our existing datasets that can be used within your project right away!

Hyperspectral Data Sources

Our primary remote sensing data sources are always bound to in-situ measurements and include:

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Airborne

Wide-range hyperspectral airborne imagery with a typical 1–2 meter GSD, and resolutions as high as 0.25 meters. Ideal for small parcels and detailed urban analysis.

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Drone

Centimeter-level spatial resolution and hyperspectral data ideal for R&D projects, experimental work, and fast on-site validations.

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On-field spectrometer

On-field point-based spectral measurements with scientific equipment is the best accuracy one can get in hyperspectral data analysis.

Ground-truth measurements

A dataset is useful only when the ground-truth measurements are high quality, diversified, normalized and verified. That is why we always conduct in-situ measurements ourselves and in accredited laboratories.

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Variety of parameters

From Soil Organic Carbon and Spol Nutrients to Phenotyping and Heavy Metals. Physical, chemical and biological analysis creates very rich spectrum of scientific and application possibilities. Combined with spaceborne images, makes a great base for AI modeling.

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Gegraphical coverage

Measurements from 6 countries and 12 locations covers variety of geographical, agronomical and atmospheric conditions.

See how much data we can collect and share.

Why should you use our data?

We have technology that allows us to collect very detailed, high-quality data.

QZ Solutions - datasets for sale

Our datasets

Check out the datasets we already have. Use them or order your own dataset.

Crop classification

Crop type of over 10 main crops corelated with spaceborne and airborne hyperspectral and multispectral images.

136 000 hectares
870 fields
14 crops and land use cover
6 seasons
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Soil Organic Carbon

Soil organic carbon measured chemically and corelated with airborne and spaceborne hyperspectral and multispectral images.

Soil samples, hyperspectral and multispectral acquisitions conducted the same day!

4 639 bulk soil samples
1 958 hectares
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Soil macronutrients

Soil macronutrients: potassium, magensium, phosphorus and pH corelated with hyperspectral airborne and spaceborne acquisitions.

Soil samples measured in accredited laboratories by the same team and the same equipment. Area of one bulk soil sample: 9 ares (30×30 meters).

Some of the airborne and spaceborne acquisitions conducted the same day as soil samples.

25 000 bulk soil samples
9 locations
5 countries
5 seasons
12 600 hectares
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Soil micronutrients

Soil macronutrients: boron, copper, iron, manganese, zinc, sulphure, corelated with hyperspectral airborne and spaceborne acquisitions.

Soil samples measured in accredited laboratories by the same team and the same equipment. Area of one bulk soil sample: 9 ares (30×30 meters).

Some of the airborne and spaceborne acquisitions conducted the same day as soil samples.

8 700 bulk soil samples
4 countries
730 hecatres
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Tomatoes vegetation and yield

Multispectral drone images of tomatoes corelated with irrigation information and yield.

300 hectares
30 fields
3 seasons
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Potatoes irrigation and yield

Hyperspectral drone images of potatoes corelated with root-zone moisture and yield quantity and quality.

72 hectares
3 seasons
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Other Soil Parameters

Apart from the above most important soil parameters, we also provide data for: calcium, bare soil, cations and nitrogen

14 100 bulk soil samples
7 000 hectares
5 countries
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Interrow weeders

Hours of labelled video data for interrow weeders’ systems.

4 crops
3 seasons
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Get our existing dataset or build your own

Our datasets are ready to use by scientists or as an input to R&D projects.