Coffee Crop Environmental and Soil Data Across Phenological Stages

El Milagro Farm dataset contains field measurements of environmental conditions and soil nutritional factors in coffee crops. Data were systematically recorded across main phenological stages like flowering and fruit development. Diego De La Flor published the dataset in 2026 under a CC-BY-4.0 license.

Use Cases

• Model the relationship between soil Nitrogen, Phosphorus, Potassium levels and coffee plant stage using regression or classification.
• Predict Precipitation detected from concurrent measurements of Air humidity, Soil humidity, and Temperature.
• Analyze how environmental factors like Temperature and Air humidity vary with Altitude at the farm location.
• Cluster measurement periods based on combined soil nutrient profiles (N, P, K) and environmental readings.

Strengths

• Includes 9 specific variables covering soil nutrients (N, P, K), environmental conditions (humidity, temperature), and crop phenology.
• Data is systematically collected across the main phenological stages of the coffee crop cycle, providing temporal context.

Limitations

• Dataset size is 520.0 KB, indicating a limited scope and likely a small number of observations or time points.
• Geographic coverage is restricted to a single farm (El Milagro) in San Ignacio, Peru, limiting generalizability.

Provenance

Source

Diego De La Flor via figshare.

Collection Method

Field measurements collected at El Milagro Farm.

Freshness

Last updated in April 2026.

Geography

El Milagro Farm, San Ignacio, Cajamarca, Peru.