datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Open-Canopy
Open-Canopy: Towards Very High Resolution Forest Monitoring
This is the official repository associated with the pre-print: "Open-Canopy: Towards Very High Resolution Forest Monitoring".
This repository includes the code needed to reproduce all experiments in the paper.
Datapaper : Pre-print on arXiv: https://arxiv.org/abs/2407.09392.
Code : https://github.com/fajwel/Open-Canopy
Dataset link : https://huggingface.co/datasets/AI4Forest/Open-Canopy.
Size :… See the full description on the dataset page: https://huggingface.co/datasets/AI4Forest/Open-Canopy.canopySelvaBox
SelvaBox: A high-resolution dataset for tropical tree crown detection
This is the version of the SelvaBox dataset that has been pre-processed and presented in our SelvaBox paper.
The dataset is made of 14 rasters resampled at 4.5 cm GSD, from three different countries: Brazil, Ecuador and Panama. These rasters were tiled into more than 2400 images. It comprises over 83 000 unique human bounding box annotations for tropical tree crowns in dense canopies.
SelvaBox is used… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/SelvaBox.BCI50ha
Preprocessed BCI50ha Dataset
This version of the BCI50ha dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@article{Vasquez2023,
author = "Vicente Vasquez and Katherine Cushman and Pablo Ramos and Cecilia Williamson and Paulino Villareal and Luisa Fernanda Gomez Correa and Helene C. Muller-Landau",
title = "{Barro Colorado Island 50-ha plot crown maps: manually segmented and instance… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/BCI50ha.canopyboard-chm-viewerBAMForestsOpen-Canopy-subsetOAM-TCD
Preprocessed OAM-TCD Dataset
This version of the OAM-TCD dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@inproceedings{NEURIPS2024_58efdd77,
author = {Veitch-Michaelis, Josh and Cottam, Andrew and Schweizer, Daniella and Broadbent, Eben and Dao, David and Zhang, Ce and Almeyda Zambrano, Angelica and Max, Simeon},
booktitle = {Advances in Neural Information Processing Systems}… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/OAM-TCD.emilia-basic-snac-with-spk-embemilia-snac-with-spk-embSelvaMaskhindi_podcast_dataemilia-snac-with-spk-emb-ZHQuebecTrees
Preprocessed QuebecTrees Dataset
This version of the QuebecTrees dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@dataset{cloutier_2023_8148479,
author = {Cloutier, Myriam and Mickaël Germain and Etienne Laliberté},
title = {Quebec Trees Dataset},
month = sep,
year = 2023,
publisher = {Zenodo},
doi = {10.5281/zenodo.8148479},
url = {https://doi.org/10.5281/zenodo.8148479},
}
canopyNeonTreeEvaluation
Preprocessed NeonTreeEvaluation Dataset
This version of the NeonTreeEvaluation dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@dataset{ben_weinstein_2022_5914554,
author = {Ben Weinstein and Sergio Marconi and Ethan White},
title = {Data for the NeonTreeEvaluation Benchmark},
month = jan,
year = 2022,
publisher = {Zenodo},
version = {0.2.2},
doi = {10.5281/zenodo.5914554}… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/NeonTreeEvaluation.Detectree2
Preprocessed Detectree2 Dataset
This version of the Detectree2 dataset has been pre-processed for use in our SelvaBox paper.
Citation
If you use this dataset, please cite the original paper too:
@misc{ball_2023_8136161,
author = {Ball, James and Jackson, Tobias and Hickman, Sebastian and Koay, Xian Jing},
title = {Crown Data for ``Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R-CNN''},
month = apr… See the full description on the dataset page: https://huggingface.co/datasets/CanopyRS/Detectree2.hindi_podcast_data_transcribedemilia-snac-with-spk-emb-JAOpen-Canopy-Small
Open-Canopy: Towards Very High Resolution Forest Monitoring - Small Non-Comparable Subset
This is not the official repository for the dataset "Open-Canopy". For the original work, please visit the following links:
Datapaper : Pre-print on arXiv: https://arxiv.org/abs/2407.09392.
Code : https://github.com/fajwel/Open-Canopy
Dataset link :https://huggingface.co/datasets/AI4Forest/Open-Canopy.
Small Comparable Subset
The original Open-Canopy dataset is approx. 360Gb on… See the full description on the dataset page: https://huggingface.co/datasets/pierreadorni/Open-Canopy-Small.emilia-snac-with-spk-emb-DECedar-Canopy-Annotations
Cedar Canopy Annotations
Region
Decision
Reviewer
West Grove
publish
Tessa Wu
East Grove
publish
Omar Vale
East Grove
publish
Tessa Wu
East Grove
Publish
Omar Vale
West Grove
hold
Tessa Wu
MetroTree-Canopy
MetroTree Canopy
A citywide urban-forest canopy inventory prepared for the annual open-data release.
Release matrix
Distribution
Reuse status
Review basis
neighborhood sample
attribution required
community data agreement
full export
ODC-By 1.0
data governance approval
raster thumbnails
public-domain dedication
imagery processing note
The release matrix is authoritative for this review.
Cedar-Canopy-Surveys
Cedar Canopy Surveys
Region
Decision
Reviewer
North Ridge
publish
Imani Cole
South Ridge
publish
Jules Park
South Ridge
PUBLISH
Ren Ito
Creek Bend
publish
Mara Singh
Creek Bend
publish
Mara Singh
North Ridge
hold
Other Reviewer
North Ridge
archive
Imani Cole
Canopy-Leaf-Observations
Canopy Leaf Observations
Collection overview
This card documents field observations of leaf shape, canopy height, and seasonal color collected in public urban gardens. Each row represents one reviewed observation event.
Direct provenance
Canopy-Leaf-Observations is derived solely from the Garden Canopy Survey. The survey is distributed under the Apache License 2.0. Unit conversion and duplicate-coordinate removal introduce no additional… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Canopy-Leaf-Observations.Ridge-Canopy-Notes
Ridge Canopy Notes
Canopy audit
Note ID
Minutes
Decision
Review flag
Station
RC/301
29
publish
clear
North Spur
RC/512
14
publish
routine
Fern Loop
RC/076
22
PUBLISH
clear
Fern Loop
RC/118
41
publish
clear
Moss Gate
RC/512
60
publish
clear
Moss Gate
RC/900
241
publish
clear
Fern Loop
RC/222
18
revise
clear
North Spur
RC/333
25
publish
withdrawn
Moss Gate
Canopy-Pollinator-Notes
Canopy Pollinator Notes
Collection overview
This card contains short habitat notes linking pollinator activity to the garden plots in the companion leaf-observation collection.
Immediate inputs
Canopy-Pollinator-Notes was assembled from these two immediate inputs:
Neighborhood Bee Journals, licensed under the Mozilla Public License 2.0.
Garden Habitat Note Kit, licensed under the Apache License 2.0.
For this release-clearance decision, choose the… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Canopy-Pollinator-Notes.Canopy-Metro
Canopy-Metro imagery release
This card describes the metropolitan tree-canopy annotation set.
Provenance ledger
Source family
Role
Review
Batch
Citation
municipal survey
annotation
approved
3
Metro Parks field sheets (2022)
municipal survey
annotation
approved
1
Metro Parks field sheets (2020)
aerial index
imagery
approved
4
Regional aerial index 2023
citizen atlas
annotation
pending
2
City Nature Atlas
aerial index
annotation
approved
2… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Canopy-Metro.Canopy-River
Canopy-River source imagery
Raw imagery and review metadata for riparian canopy mapping.
Provenance ledger
Source family
Role
Review
Batch
Citation
river authority
annotation
approved
2
Riparian transects report (2021)
river authority
annotation
approved
5
Riparian transects report (2024)
university lab
annotation
approved
1
Watershed labels release 2020
university lab
annotation
approved
3
Watershed labels release 2022
river authority
imagery… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/Canopy-River.emilia-basic-snac-with-spk-emb