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-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.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.Africa-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.ecotype-forest-cover-datasetHCSA_Indonesia_Forest_Plot_Data_2023
Dataset Card for HCSA Forest Plot Data 2023
• Title: High Carbon Stock Approach (HCSA) Forest Plot Data 2023
• Description: This dataset contains information of forest field plot inventory data collected using the High Carbon Stock Approach (HCSA) methodology. This data was collected to provide validation and training data for large scale indicative HCS forest maps produced with the HCSA Largescale Mapping Framework… See the full description on the dataset page: https://huggingface.co/datasets/HCSA/HCSA_Indonesia_Forest_Plot_Data_2023.science_forestiere
[!NOTE]
Dataset origin: https://termini.gov.lv/kolekcijas/88
maaamet_farm_forest_2022ForestGrowthPrediction
ForestGrowthPrediction
tags: forecasting, plant growth, sustainability
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'ForestGrowthPrediction' dataset aims to facilitate research in sustainable agriculture, specifically focusing on the development and maintenance of food forests. The dataset includes textual descriptions of various food forest management scenarios, their expected outcomes, and associated labels that could be… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/ForestGrowthPrediction.all-restaurants-in-lake-forest-california-us-553401
All Restaurants in Lake Forest, California, US
Free sample dataset from BeamStation
All Restaurants in Lake Forest, California, US
This dataset contains a complete export of every restaurant operating in Lake Forest, California, United States. It includes 253 records, refreshed on a weekly basis to reflect openings, closures, and updates. Each record provides the full set of available columns from the source, such as establishment name, address, cuisine type, contact… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-lake-forest-california-us-553401.forest_health_data_with_targettemelistatistik