datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
soil_moisture_dataset
Soil Moisture Dataset
Dataset Description
A dataset of soil moisture measurements collected from on-field tensiometers and volumetric sensors, correlated with irrigation records, weather observations, satellite-derived vegetation indices, and static soil and crop characterisation. Covers an anonymised agricultural area in Trentino, Italy, across three regional consortiums.
Producer: Fondazione Bruno Kessler (FBK) — OpenIoT research unit
Project ID:… See the full description on the dataset page: https://huggingface.co/datasets/it4lia/soil_moisture_dataset.STDL-soilsPAH-ENV-001-serc-soil-signals
Pahzuzu SERC Paired Soil Moisture & Temperature (2016–2022)
More than 10 million paired, 30-minute soil observations from five plots at the Smithsonian Environmental Research Center (SERC), cleaned into two analysis-ready Parquet tables with preserved quality flags and machine-readable provenance.
This free research edition contains the complete moisture and temperature tables. It exists so researchers and engineers can inspect the actual data, limitations, schema and provenance… See the full description on the dataset page: https://huggingface.co/datasets/Pahzuzu/PAH-ENV-001-serc-soil-signals.soil-richards-simulationsAgriculture-Soil-QA-Pairs-Dataset
Agriculture-Soil-QA-Pairs-Dataset
Released freely — support more experiments like it:
More: https://huggingface.co/YuvrajSingh9886
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-mental-health-soil-contamination-urban-all
Soil Contamination & Urban Agriculture Safety (SSA) | 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-mental-health-soil-contamination-urban-all.Soil_MFC20210915_JGI-AK_MK_506588_SoilWaterRep_final_QE-HF_C18_USDAY63680
➡️ This dataset has moved
The maintained version now lives at
lbnl-metabolomics/20210915_JGI-AK_MK_506588_SoilWaterRep_final_QE-HF_C18_USDAY63680
The new copy holds the same 144 LCMS runs, re-encoded to the current signed
SpectraCodec format: each run carries a
per-run unique_file_id, a files[] payload with sha256, and an Ed25519
provenance block you can verify against the project's published key. The data
files have been removed from this location — please use the link above.… See the full description on the dataset page: https://huggingface.co/datasets/bpbowen/20210915_JGI-AK_MK_506588_SoilWaterRep_final_QE-HF_C18_USDAY63680.africa-synth-agriculture-soil-moisture-monitoring-nigeria
Africa Synth Agriculture Soil Moisture Monitoring Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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-moisture-monitoring-nigeria.africa-mauritius-harvested-area-in-protected-cultures-soil-culture-50555b58
Harvested Area in Protected Cultures Soil Culture | Africa (MDPA)
153 rows - 1 Africa country/area - 2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 153 rows from MDPA, covering Harvested Area in Protected Cultures Soil Culture. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Agriculture datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-harvested-area-in-protected-cultures-soil-culture-50555b58.africa-synth-agriculture-soil-health-testing-nigeria
Africa Synth Agriculture Soil Health Testing Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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-health-testing-nigeria.africa-mauritius-harvested-area-in-protected-cultures-soil-culture-632d25e1
Harvested Area in Protected Cultures Soil Culture | Africa (MDPA)
54 rows - 1 Africa country/area - 2019 - 12 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 54 rows from MDPA, covering Harvested Area in Protected Cultures Soil Culture. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Agriculture datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-harvested-area-in-protected-cultures-soil-culture-632d25e1.nigerian_agriculture_soil_health_testing
Nigeria Agriculture - Soil Health Testing (TsFile)
Apache TsFile version of
whale3il/nigerian_agriculture_soil_health_testing.
Overview
Synthetic soil-test results for Nigerian farms (generated from FAO, NBS,
NiMet and FMARD reference data): 80,000 test rows for 39,928 farms across 37
states, 2022-01-01 .. 2025-03-30 (1-9 tests per farm). Each test reports pH,
NPK nutrients (ppm), organic matter (%), moisture (%) and a recommendation
string.
Rows: 80,000; farms:… See the full description on the dataset page: https://huggingface.co/datasets/THULab/nigerian_agriculture_soil_health_testing.20210915_JGI-AK_MK_506588_SoilWaterRep_final_QE-HF_C18_USDAY63680
Soil water repellency (SWR) (i.e. soil hydrophobicity or decreased soil wettability) is a major cause of global soil degradation and a key agricultural concern. This metabolomics data will support the larger effort measuring soil water repellency and soil aggregate formation caused by microbial community composition through a combination of the standard drop penetration test, transmission electron microscopy characterization and physico-chemical analyses of soil aggregates at 6 timepoints.… See the full description on the dataset page: https://huggingface.co/datasets/lbnl-metabolomics/20210915_JGI-AK_MK_506588_SoilWaterRep_final_QE-HF_C18_USDAY63680.soil-listeria-us-landListeria in Soil (USA) is a tabular dataset containing the location, soil properties, climate, and land use for 622 soil samples tested for Listeria species across the United States.
With this dataset, researchers can train machine learning models to predict the presence of Listeria spp. in soil environments based on environmental and geographical predictors.
Content
The dataset contains 622 unique soil samples collected across the United States.
It spans a variety of features… See the full description on the dataset page: https://huggingface.co/datasets/food-ai-nexus/soil-listeria-us-land.Orchard-Soil-Logs
Orchard Soil Logs
Field notebooks from soil sampling and root archive transfers.
Orchard custody queue
Crate ID
Items
Status
Security
Collection
OR/044
130
released
open
Root archive
OR/119
101
RELEASED
shelf
East orchard
OR/031
52
released
open
North orchard
OR/205
73
released
open
East orchard
OR/031
41
released
open
North orchard
OR/600
401
released
open
Root archive
OR/811
210
pending
open
North orchard
OR/244
133
released
restricted… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Orchard-Soil-Logs.Orchard-SoilMoisture-Readings
Orchard Soil Moisture Readings
Daily volumetric-water-content readings collected from probes in the lower orchard blocks.
block
probe_depth_cm
reading_days
lower-west
30
18
creek-border
45
17
Field status: pending follow-up.
soilgridsafrica-livestock-manure-manure-applied-to-soils-n-content
Livestock Manure — Manure applied to soils (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-livestock-manure-manure-applied-to-soils-n-content.africa-emissions-from-livestock-manure-applied-to-soils-that-leaches-n-content
Emissions from Livestock — Manure applied to soils that leaches (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-livestock-manure-applied-to-soils-that-leaches-n-content.open-soil-ukraine
Open Soil Nutrient Dataset – Ukraine (2000, 2010, 2020)
Maintainer: SioraLicense: CC BY 4.0DOI: 10.5281/zenodo.16889567
Overview
This repository hosts the open soil nutrient dataset for Ukraine, prepared by Siora.It contains 15 archives, each providing a nutrient map in GeoTIFF format with previews, metadata, and documentation.Spatial resolution: ~250 mCoverage: years 2000, 2010, 2020Variables: Nitrogen (N), Phosphorus (P), Potassium (K), Organic Carbon (OC), and pH… See the full description on the dataset page: https://huggingface.co/datasets/Siora00/open-soil-ukraine.Soil-Fertility-and-Seedling-Relationship-Dataset
Soil Fertility and Seedling Relationship Dataset
The agricultural industry faces challenges of insufficient soil fertility and poor seedling growth, leading to reduced crop yields. Existing solutions often rely on traditional soil testing methods that cannot monitor and evaluate seedling growth in real-time. This dataset aims to help researchers and agricultural practitioners analyze the relationship between soil fertility and seedling growth through high-quality image data. The… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Soil-Fertility-and-Seedling-Relationship-Dataset.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.soilgrids-caribbeanafrica-livestock-manure-manure-applied-to-soils-that-volatilises-n-content
Livestock Manure — Manure applied to soils that volatilises (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-livestock-manure-manure-applied-to-soils-that-volatilises-n-content.africa-emissions-from-livestock-manure-applied-to-soils-n-content
Emissions from Livestock — Manure applied to soils (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-livestock-manure-applied-to-soils-n-content.nigerian_agriculture_soil_health_testing
Nigeria Agriculture – Soil Health Testing
Dataset Description
Soil test results: pH, NPK, organic matter, moisture, recommendations.
Category: Crop Production & YieldsRows: 80,000Format: CSV, ParquetLicense: MITSynthetic: Yes (generated using reference data from FAO, NBS, NiMet, FMARD)
Dataset Structure
Schema
farm_id: string
state: string
test_date: string
ph: float
nitrogen_ppm: float
phosphorus_ppm: float
potassium_ppm: float
organic_matter_pct:… See the full description on the dataset page: https://huggingface.co/datasets/whale3il/nigerian_agriculture_soil_health_testing.africa-livestock-manure-manure-applied-to-soils-that-leaches-n-content
Livestock Manure — Manure applied to soils that leaches (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-livestock-manure-manure-applied-to-soils-that-leaches-n-content.africa-emissions-from-livestock-manure-applied-to-soils-that-volatilises-n-content
Emissions from Livestock — Manure applied to soils that volatilises (N content) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-livestock-manure-applied-to-soils-that-volatilises-n-content.