Western Europe
🌍 Available Across France, UK & Germany🔗
The EarthDaily Crop Identification product is fully operational across France, UK and Germany, providing in-season crop classification at national scale. From the Beauce plains to Bavaria, the solution delivers timely, consistent, and high-resolution insights into crop distribution—supporting decision-making in three of Europe’s largest and most diverse agricultural producers.
Covered crops are as follows:
| France | UK | Germany |
|---|---|---|
| Winter Wheat | Winter Wheat | Winter Wheat |
| Spring Barley | Spring Barley | Spring Barley |
| Winter Barley | Winter Barley | Winter Barley |
| Rapeseed | Rapeseed | Rapeseed |
| Corn | Corn | |
| Sugar Beet | Sugar Beet | |
| Sunflower |
Additional crops can be supported upon request or as part of our product roadmap.
⌛ In-Season Deliveries🔗
Crop Identification layers are updated progressively throughout the growing season, enabling early and reliable identification of crop types. It is designed for in‑season decision making, not just post‑harvest analysis.
Delivery schedule:
- March 21st – Winter crops development​
- July 7th – Spring crops development & Winter crops update​
- Sept 7th – End of Season evaluation
Additional delivery dates can be added upon request. These in-season deliveries enable monitoring of planted areas, detection of acreage variations, and dynamic adjustment of supply and production forecasts.
🎯 Model Performance🔗
Our AI models deliver high accuracy across major crops in both France and Germany. Typical F1 score ranges under operational conditions are:
| France | UK | Germany |
|---|---|---|
| Winter Wheat: 0.71-0.92 | Winter Wheat: 0.76-0.90 | Winter Wheat: 0.75-0.80 |
| Spring Barley: 0.78-0.81 | Spring Barley: 0.76 | Spring Barley: 0.56 |
| Winter Barley: 0.66-0.9 | Winter Barley: 0.69-0.86 | Winter Barley: 0.88 |
| Rapeseed: 0.9-0.97 | Rapeseed: 0.86-0.93 | Rapeseed: 0.97 |
| Corn: 0.85-0.95 | Corn: 0.91 | |
| Sugar Beet: 0.81-0.94 | Sugar Beet: 0.85 | |
| Sunflower: 0.62-0.88 |
đź“… Historical Layersđź”—
To support long-term analysis, we provide historical crop classification layers starting from 2019, leveraging public EU datasets. Centralizing all layers simplifies the analysis of crop rotations, land-use patterns, and annual changes, creating reliable historical coverage where none is available.
🔧 Flexible Delivery Options🔗
Our product is designed for easy integration into your workflows, with two API-based delivery mechanisms:
- Crop Mask API (STAC): Access spatially indexed, pre-processed crop maps in standard geospatial formats (GeoTIFF). Ideal for national or regional-scale analysis.
- Field-Level API: Retrieve crop type predictions linked to known field boundaries for precision use cases at parcel level.
Both options are scalable, reliable, and built to fit directly into your data pipeline.
Explore full technical specifications in our API Documentation.
âť“ FAQđź”—
What crops are covered in EarthDaily’s France, UK & Germany crop identification product?
- France: Winter Wheat, Spring Barley, Winter Barley, Rapeseed, Corn, Sunflower, Sugar Beet
- UK: Winter Wheat, Spring Barley, Winter Barley, Rapeseed
- Germany: Winter Wheat, Spring Barley, Winter Barley, Rapeseed, Corn, Sugar Beet
How accurate is the model?
F1 scores range from 0.56 (Spring Barley) to >0.97 (Rapeseed), validated under in-season conditions.
How often is the data updated?
3 deliveries are scheduled during the 2026 season: March 21st, July 7th, and September 7th.
Can I access data for past seasons?
Yes, historical layers are available from 2019 onward.
What regions are supported?
The coverage spans the entire territories of France, UK and Germany.