datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ForestPersons
ForestPersons Dataset
Dataset Summary
ForestPersons is a large-scale dataset designed for missing person detection in forested environments under search-and-rescue scenarios. The dataset simulates realistic field conditions with varied poses (standing, sitting, lying) and visibility levels (20, 40, 70, 100). Images were captured using RGB sensors at ground and low-altitude perspectives.
Links
Paper: OpenReview (ICLR 2026)
Dataset:
RGB (Visible)
IR (Thermal) –… See the full description on the dataset page: https://huggingface.co/datasets/etri/ForestPersons.forestllava-dataset
Forest-LLaVA Multimodal Tree-Species Dataset
Forest-LLaVA is a multimodal remote-sensing dataset for tree-species
recognition and structured vision-language research. Each record is indexed by
a numeric sample_id from the US subset of GlobalGeoTree and is linked to a
60 m × 60 m patch from NAIP Optical, Sentinel-2 MSI and Sentinel-1 SAR data,
four-level taxonomic labels and geographic/environmental records.
The repository contains the complete image archives for the… See the full description on the dataset page: https://huggingface.co/datasets/minute1028/forestllava-dataset.vn-provinces-newly-planted-forest-area
Vietnam provinces newly planted forest area
Concentrated newly planted forest area (thousand hectares). Coverage 1995-2024. Year 2024 is preliminary. Includes historical Ha Tay through 2007. Some provinces absent in source. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-newly-planted-forest-area.vn-provinces-forest-status
Vietnam provinces forest status
Forest status as of 31 December: total / natural / planted / newly planted forest area (thousand hectares) and forest cover rate (percent). Coverage 2008-2024 (gap year 2017 absent in source). Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-forest-status.africa-owid-annual-change-forest-area
Annual Change Forest Area | 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 This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-annual-change-forest-area.africa-owid-forest-area-as-share-of-land-area
Forest Area As Share Of Land Area | 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-forest-area-as-share-of-land-area.sentinel-2-forest-browning-monitoring-app-storageafrica-owid-forest-area-km
Forest Area Km | 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 This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-forest-area-km.Africa-Forest-area-percentage-of-land-area
Africa Forest area 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 inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Forest-area-percentage-of-land-area.africa-unsdg-forest-area-thousands-of-hectares-ag-lnd-frstn
Africa Unsdg Forest Area Thousands of Hectares Ag Lnd Frstn | 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-unsdg-forest-area-thousands-of-hectares-ag-lnd-frstn.africa-faostat-forestry-production-and-trade-fo
Forestry Production and Trade — 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-forestry-production-and-trade-fo.misty-forest-85ee2e
misty-forest-85ee2e
Synthetic sensors test data: 41 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/hernandez-m/misty-forest-85ee2e.code-forestier-nouveau
Code forestier (nouveau), non-instruct (2025-09-20)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of free, open-source language… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-forestier-nouveau.africa-cote-d-ivoire-surface-forestiere-de-la-cote-d-ivoire-de-1990-a-2020-790d7d82
Surface Forestiere De La Cote D Ivoire De 1990 a 2020 | Africa (Cote d'Ivoire DataFair)
62 rows - 1 Africa country/area - 1990-2020 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 62 rows from Cote d'Ivoire DataFair, covering Surface Forestiere De La Cote D Ivoire De 1990 a 2020. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-surface-forestiere-de-la-cote-d-ivoire-de-1990-a-2020-790d7d82.africa-owid-above-ground-biomass-in-forest-per-hectare
Above Ground Biomass In Forest Per Hectare | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-above-ground-biomass-in-forest-per-hectare.africa-owid-forest-area-primary-planted
Forest Area Primary Planted | 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 This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-forest-area-primary-planted.asia-owid-forest-area-km
Forest Area Km | Asia (Our World in Data)
🌏 1,728 observations · 48 Asia countries · 1990–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,728 observations of Forest Area Km data across 48 Asia countries, spanning 1990–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Forest Area Km
Geographic coverage
48 Asia countries · top rows shown below, sorted by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-forest-area-km.europe-unsdg-forest-area-thousands-of-hectares-ag-lnd-frstnAfrica-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP
Africa Agriculture forestry and fishing value added percentage of GDP | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP.africa-owid-deforestation-share-forest-area
Deforestation Share Forest Area | 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-deforestation-share-forest-area.africa-owid-share-global-forest
Share Global Forest | 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 This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-global-forest.africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-standard-local-cur
Macro Indicators — Ratio of Value Added (Agriculture, Forestry and Fishing) Standard Local Currency | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-standard-local-cur.ecotype-forest-cover-datasetafrica-cote-d-ivoire-productions-forestieres-par-region-2023-564da067
Productions Forestieres Par Region 2023 | Africa (Cote d'Ivoire DataFair)
21 rows - 1 Africa country/area - 2023 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 21 rows from Cote d'Ivoire DataFair, covering Productions Forestieres Par Region 2023. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-productions-forestieres-par-region-2023-564da067.africa-credit-to-agriculture-ratio-of-value-added-agriculture-forestry-and-fishing-us-2015-price
Credit to Agriculture — Ratio of Value Added (Agriculture, Forestry and Fishing) US$, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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-credit-to-agriculture-ratio-of-value-added-agriculture-forestry-and-fishing-us-2015-price.africa-forestry-production-and-trade-export-value
Forestry Production and Trade — Export value | 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-forestry-production-and-trade-export-value.asia-faostat-emissions-from-forests-gf
Emissions from Forests — Asia
Source: FAOSTAT — Emissions from Forests
Domain code: GF
Publisher: Food and Agriculture Organization of the United Nations (FAO)
Coverage: 44 Asian countries · 1990–2025 · 10,693 rows
Items: 3 · Elements: 2
About
FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries,
forestry, and rural development. This dataset contains the Emissions from Forests domain filtered to all available
Asian… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-faostat-emissions-from-forests-gf.asia-owid-above-ground-biomass-in-forest-per-hectare
Above Ground Biomass In Forest Per Hectare | Asia (Our World in Data)
🌏 336 observations · 42 Asia countries · 2000–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 336 observations of Above Ground Biomass In Forest Per Hectare data across 42 Asia countries, spanning 2000–2020.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Above Ground Biomass In Forest Per Hectare… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-above-ground-biomass-in-forest-per-hectare.africa-owid-forest-area-net-change-rate
Forest Area Net Change Rate | 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-forest-area-net-change-rate.africa-primary-forest-loss-in-buhaguzi-uganda-2001-2020
Primary forest Loss in Buhaguzi, Uganda | 2001 - 2020 | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-primary-forest-loss-in-buhaguzi-uganda-2001-2020.