datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
SoilSample-LifeTracerThis repository contains raw analytical data from comprehensive two-dimensional gas chromatography (GC×GC) analysis of soil samples. Click on Files and versions to download the csv files.
Geologically processed samples and soils
We classify these samples as "biotic" because they harbor organic compound fossils and relics or current biological species.
Lignite. These are types of unrefined minerals and liquids formed from the accumulation and partial decay of organic material over… See the full description on the dataset page: https://huggingface.co/datasets/DS-20202/SoilSample-LifeTracer.africa-synth-energy-dust-soiling-maintenance-impact-all
Africa Synth Energy Dust Soiling Maintenance Impact All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-dust-soiling-maintenance-impact-all.africa-synth-agriculture-soil-nutrient-profiles-africa-all
Africa Synth Agriculture Soil Nutrient Profiles Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-soil-nutrient-profiles-africa-all.arid-zone-soil-groundwater-digital-twin
Arid-Zone Soil & Groundwater Digital Twin Dataset (v1.0)
Overview
This high-fidelity geospatial synthetic dataset contains 10,000+ data rows meticulously modeled to simulate ground-truth soil mechanics, moisture degradation, and Darcy's groundwater hydraulics.
It is specifically engineered for training autonomous agricultural robots, field rovers, and AI-driven drones operating in hyper-arid, desert, and extreme dry-zone environments.
Core Features &… See the full description on the dataset page: https://huggingface.co/datasets/arid1twen/arid-zone-soil-groundwater-digital-twin.emi-agro-soil-contactless-sensing
Agricultural EMI Soil Sensing Dataset: Multi-Scenario Electromagnetic Induction Data for Soil Structure Identification and Equipment Health Monitoring
Physics Behind the Technology
This dataset simulates Electromagnetic Induction (EMI) soil sensing, a non-invasive geophysical technique widely used in precision agriculture. The underlying physics involves:
Electromagnetic Induction Principle: An AD9833 signal generator creates a 1 kHz alternating current in a transmitting… See the full description on the dataset page: https://huggingface.co/datasets/vossmoos/emi-agro-soil-contactless-sensing.karnataka-soil-datasustainable_agrotech_soil_health_telemetry