datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
limpopo_cropland_10m
Limpopo Cropland 10m
Annual cropland extent mask at 10 m for the Limpopo basin. Each year is the union of the land-cover products that actually cover that year -- no product is carried into years it does not represent -- so the inputs differ from year to year and are recorded on every dataset as crop:sources. Tuned for smallholder recall rather than high-confidence agreement. Coverage and method vary by dataset; check crop:sources before comparing years.
Region not declared… See the full description on the dataset page: https://huggingface.co/datasets/IWMIHQ/limpopo_cropland_10m.Canadian_Cropland
Dataset Card for "Canadian_Cropland_Dataset"
Split Information
This HuggingFace dataset repository contains just the 2017, RGB split.
Licensing Information
Montreal Data License
Citation Information
Towards the Creation of a Canadian Land-Use Dataset for Agricultural Land Classification
@inproceedings{jacques2021towards,
title = {Towards the Creation of a Canadian Land-Use Dataset for Agricultural Land Classification},
author =… See the full description on the dataset page: https://huggingface.co/datasets/jonathan-roberts1/Canadian_Cropland.africa-cropland-nutrient-balance-cropland-nitrogen
Cropland Nutrient Balance — Cropland nitrogen | 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.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cropland-nutrient-balance-cropland-nitrogen.asia-owid-cropland-pasture-per-person
Cropland Pasture Per Person | Asia (Our World in Data)
🌏 990 observations · 45 Asia countries · 1800–2010 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 990 observations of Cropland Pasture Per Person data across 45 Asia countries, spanning 1800–2010.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Cropland Pasture Per Person
Geographic coverage
45 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-cropland-pasture-per-person.asia-owid-global-cropland
Global Cropland | Asia (Our World in Data)
🌏 6,161 observations · 49 Asia countries · -10000–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 6,161 observations of Global Cropland data across 49 Asia countries, spanning -10000–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Global Cropland
Geographic coverage
49 Asia countries · top rows shown below… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-global-cropland.africa-faostat-cropland-nutrient-balance-esb
Cropland Nutrient Balance — Africa (FAOSTAT) | 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-cropland-nutrient-balance-esb.africa-fertilizers-by-nutrient-use-per-area-of-cropland
Fertilizers by Nutrient — Use per area of cropland | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-fertilizers-by-nutrient-use-per-area-of-cropland.asia-owid-cropland-use-over-the-long-term
Cropland Use Over The Long Term | Asia (Our World in Data)
🌏 5,922 observations · 47 Asia countries · -10000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 5,922 observations of Cropland Use Over The Long Term data across 47 Asia countries, spanning -10000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Cropland Use Over The Long Term
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-cropland-use-over-the-long-term.africa-pesticides-use-use-per-area-of-cropland
Pesticides Use — Use per area of cropland | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-pesticides-use-use-per-area-of-cropland.africa-cropland-nutrient-balance-cropland-phosphorus-per-unit-area
Cropland Nutrient Balance — Cropland phosphorus per unit area | 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-cropland-nutrient-balance-cropland-phosphorus-per-unit-area.asia-owid-fertilizer-use-per-hectare-of-cropland
Fertilizer Use Per Hectare Of Cropland | Asia (Our World in Data)
🌏 2,509 observations · 48 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,509 observations of Fertilizer Use Per Hectare Of Cropland data across 48 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Fertilizer Use Per Hectare Of Cropland… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-fertilizer-use-per-hectare-of-cropland.africa-cropland-nutrient-balance-cropland-phosphorus
Cropland Nutrient Balance — Cropland phosphorus | 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.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cropland-nutrient-balance-cropland-phosphorus.asia-owid-cropland-per-person-over-the-long-term
Cropland Per Person Over The Long Term | Asia (Our World in Data)
🌏 5,922 observations · 47 Asia countries · -10000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 5,922 observations of Cropland Per Person Over The Long Term data across 47 Asia countries, spanning -10000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Cropland Per Person Over The Long Term… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-cropland-per-person-over-the-long-term.africa-cropland-nutrient-balance-cropland-potassium-per-unit-area
Cropland Nutrient Balance — Cropland potassium per unit area | 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-cropland-nutrient-balance-cropland-potassium-per-unit-area.africa-cropland-nutrient-balance-cropland-potassium-use-efficiency
Cropland Nutrient Balance — Cropland potassium use efficiency | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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-cropland-nutrient-balance-cropland-potassium-use-efficiency.asia-owid-cropland-area
Cropland Area | Asia (Our World in Data)
🌏 2,839 observations · 49 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,839 observations of Cropland Area data across 49 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Cropland Area
Geographic coverage
49 Asia countries · top rows shown below, sorted by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-cropland-area.asia-faostat-cropland-nutrient-balance-esb
Cropland Nutrient Balance — Asia
Source: FAOSTAT — Cropland Nutrient Balance
Domain code: ESB
Publisher: Food and Agriculture Organization of the United Nations (FAO)
Coverage: 44 Asian countries · 1961–2023 · 151,944 rows
Items: 12 · Elements: 9
About
FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries,
forestry, and rural development. This dataset contains the Cropland Nutrient Balance domain filtered to all… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-faostat-cropland-nutrient-balance-esb.asia-owid-nitrogen-fertilizer-application-per-hectare-of-cropland
Nitrogen Fertilizer Application Per Hectare Of Cropland | Asia (Our World in Data)
🌏 2,504 observations · 48 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,504 observations of Nitrogen Fertilizer Application Per Hectare Of Cropland data across 48 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Nitrogen Fertilizer… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-nitrogen-fertilizer-application-per-hectare-of-cropland.africa-owid-projected-cropland-by-2050
Projected Cropland By 2050 | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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-owid-projected-cropland-by-2050.Africa-Permanent-cropland-percentage-of-land-area
Africa Permanent cropland percentage of land area | Africa (World Bank)
Size category: n<1K - 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
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Permanent-cropland-percentage-of-land-area.asia-owid-projected-cropland-by-2050
Projected Cropland By 2050 | Asia (Our World in Data)
🌏 41 observations · 41 Asia countries · 2050–2050 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 41 observations of Projected Cropland By 2050 data across 41 Asia countries, spanning 2050–2050.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Projected Cropland By 2050
Geographic coverage
41 Asia countries ·… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-projected-cropland-by-2050.africa-cropland-nutrient-balance-cropland-nitrogen-per-unit-area
Cropland Nutrient Balance — Cropland nitrogen per unit area | 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-cropland-nutrient-balance-cropland-nitrogen-per-unit-area.africa-owid-pesticide-use-per-hectare-of-cropland
Pesticide Use Per Hectare Of Cropland | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-pesticide-use-per-hectare-of-cropland.africa-land-use-share-in-cropland
Land Use — Share in Cropland | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-land-use-share-in-cropland.africa-cropland-nutrient-balance-cropland-nitrogen-use-efficiency
Cropland Nutrient Balance — Cropland nitrogen use efficiency | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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-cropland-nutrient-balance-cropland-nitrogen-use-efficiency.africa-owid-potash-fertilizer-application-per-hectare-of-cropland
Potash Fertilizer Application Per Hectare Of Cropland | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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-owid-potash-fertilizer-application-per-hectare-of-cropland.africa-cropland-nutrient-balance-cropland-phosphorus-use-efficiency
Cropland Nutrient Balance — Cropland phosphorus use efficiency | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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-cropland-nutrient-balance-cropland-phosphorus-use-efficiency.africa-cropland-nutrient-balance-cropland-potassium
Cropland Nutrient Balance — Cropland potassium | 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.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cropland-nutrient-balance-cropland-potassium.asia-owid-potash-fertilizer-application-per-hectare-of-cropland
Potash Fertilizer Application Per Hectare Of Cropland | Asia (Our World in Data)
🌏 2,281 observations · 48 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,281 observations of Potash Fertilizer Application Per Hectare Of Cropland data across 48 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Potash Fertilizer… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-potash-fertilizer-application-per-hectare-of-cropland.africa-owid-nitrogen-fertilizer-application-per-hectare-of-cropland
Nitrogen Fertilizer Application Per Hectare Of Cropland | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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-owid-nitrogen-fertilizer-application-per-hectare-of-cropland.