datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Weed-phenology
OPheno: Curated Weed Emergence & Phenology Dataset
Overview
The OPheno Curated Weed Emergence & Phenology Dataset provides harmonized, high-quality weed emergence and phenology observations collected from research studies, field trials, and scientific publications.
It contains standardized temporal observations of weeds growing within various crop systems, enabling:
modelling of weed emergence timing
development of weed phenology models
cross‑site and… See the full description on the dataset page: https://huggingface.co/datasets/OPheno/Weed-phenology.phenology
Dataset Card for Phenology
Summary
This dataset contains data necessary for running the code in the GitHub repository https://github.com/findable-no/phenology-data
The file tables.tgz contains raw scans of the pages in the article
A. Lauscher, F. Lauscher, and H. Printz, Die Phänologie Norwegens, Teil II. Phänologischce Mittelwerte für 260 Orte, Skr. Det Norske Videnskaps-Akademi Oslo. I. Mat.-Naturv. Kl. No.l 1959, 1-176, 1959
that contain data tables. Unpack this… See the full description on the dataset page: https://huggingface.co/datasets/findableai/phenology.phenology-normal-hawaii
Dataset Card for Phenology-Normal-Hawaii
Dataset Details
This dataset provides time series of vegetation color indices collected from the PUUM (Pu'u Maka'ala) site, designed to support fine-grained phenological analysis. The time series are extracted from the PhenoCam images captured by NEON at the PUUM site. It includes three types of GCC (Green Chromatic Coordinate) and RCC (Red Chromatic Coordinate) curves:
Raw curves: Original time series extracted from masked… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/phenology-normal-hawaii.lucas-phenologyphenology_normal_hawaii
Phenology-Normal-Hawaii (TsFile)
This dataset is an Apache TsFile conversion of
imageomics/phenology-normal-hawaii.
Modalities: Time-series.
Overview
Vegetation color-index time series (GCC / RCC) from the PUUM (Pu'u Maka'ala) site, Hawaii, for fine-grained phenological analysis.
Extracted from NEON PhenoCam images; daily curves with gcc_mean, gcc_50, rcc_*, midday_* etc.
Each monitoring site is a device identified by the site TAG.
Converted observations: 10… See the full description on the dataset page: https://huggingface.co/datasets/THULab/phenology_normal_hawaii.mendota-ice-phenology-dataphenology-normal-hawaii
Dataset Card for Phenology-Normal-Hawaii
Dataset Details
This dataset provides time series of vegetation color indices collected from the PUUM (Pu'u Maka'ala) site, designed to support fine-grained phenological analysis. The time series are extracted from the PhenoCam images captured by NEON at the PUUM site. It includes three types of GCC (Green Chromatic Coordinate) and RCC (Red Chromatic Coordinate) curves:
Raw curves: Original time series extracted from masked… See the full description on the dataset page: https://huggingface.co/datasets/muntasir27/phenology-normal-hawaii.phenology-student-test-tiles
Phenology Student Test Tiles
Dense tile-level data for the 4-month crop phenology setting, m3-6-9-12.
This package contains the test split only: 48 tiles from 2019 and 2020.
Each tile .npz includes:
raw HLS satellite input sequence,
display-ready RGB sequence,
HP-LSP ground-truth phenology dates,
dense predictions from Temporal Transformer, Presto, and Prithvi,
CEC North American ecoregion Level I and Level II labels rasterized to the tile grid.
All phenology dates and model… See the full description on the dataset page: https://huggingface.co/datasets/mqraitem/phenology-student-test-tiles.phenology-student-colabgrapevine_phenology_BordeauxPhenology_IdentificationPhenology_Identification_DatasetOrchardGrid-Phenology-Briefs
OrchardGrid Phenology Briefs
These short phenology briefs were produced from approved field observations and a synthesis component.
Permission register
Only entries marked Cleared may govern redistribution. The reuse rank is an integer; a larger value grants broader derivative use.
Input code
Review status
Reuse rank
License label
OBS-31
Cleared
81
Mozilla Public License 2.0
SYN-08
Cleared
93
MIT License
QA-14
Rejected
99
CC0 1.0 Universal
TAX-06… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/OrchardGrid-Phenology-Briefs.