Cover Image

OpenForest: A data catalogue for machine learning in forest monitoring

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ouaknine, Arthur, Kattenborn, Teja, Laliberté, Etienne, Rolnick, David
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Estimating Individual Tree Height and Species from UAV Imagery
by: Endres, Jannik, et al.
Published: (2026)

Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery
by: Teng, Mélisande, et al.
Published: (2025)

Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery
by: Teng, Mélisande, et al.
Published: (2025)

Tree semantic segmentation from aerial image time series
by: Ramesh, Venkatesh, et al.
Published: (2024)

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring
by: Bountos, Nikolaos Ioannis, et al.
Published: (2023)

GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
by: Cherif, Eya, et al.
Published: (2025)

A machine learning pipeline for automated insect monitoring
by: Jain, Aditya, et al.
Published: (2024)

Understanding Representation Gaps Across Scales in Tropical Tree Species Classification from Drone Imagery
by: Saha, Sulagna, et al.
Published: (2026)

ForestMamba: Sparse Mamba with Geometry-guided Queries for 3D Forest Point Cloud Segmentation
by: Nguyen, Trung Thanh, et al.
Published: (2026)

SelvaMask: Segmenting Trees in Tropical Forests and Beyond
by: Duguay, Simon-Olivier, et al.
Published: (2026)

DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets
by: Sierra, Elena, et al.
Published: (2024)

SelvaBox: A high-resolution dataset for tropical tree crown detection
by: Baudchon, Hugo, et al.
Published: (2025)

PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data
by: Sharma, Ayushi, et al.
Published: (2025)

deadtrees.earth-aerial: A Multi-Resolution Aerial Image Dataset for Tree Cover and Mortality Detection
by: Sharma, Ayushi, et al.
Published: (2026)

Open-world machine learning: A review and new outlooks
by: Zhu, Fei, et al.
Published: (2024)

Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
by: Chen, Yuyan, et al.
Published: (2025)

Country-wide, high-resolution monitoring of forest browning with Sentinel-2
by: Biegel, Samantha, et al.
Published: (2026)

Training point-based deep learning networks for forest segmentation with synthetic data
by: Capua, Francisco Raverta, et al.
Published: (2024)

A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data
by: Wang, Binwu, et al.
Published: (2025)

DensiThAI, A Multi-View Deep Learning Framework for Breast Density Estimation using Infrared Images
by: Kakileti, Siva Teja, et al.
Published: (2026)

Climate Variable Downscaling with Conditional Normalizing Flows
by: Winkler, Christina, et al.
Published: (2024)

Reasoning in machine vision: learning to think fast and slow
by: Saeed, Shaheer U., et al.
Published: (2025)

RainShift: A Benchmark for Precipitation Downscaling Across Geographies
by: Harder, Paula, et al.
Published: (2025)

Semantic segmentation of forest stands using deep learning
by: Sandum, Håkon Næss, et al.
Published: (2025)

DashCam Video: A complementary low-cost data stream for on-demand forest-infrastructure system monitoring
by: Joshi, Durga, et al.
Published: (2025)

PointsToWood: A deep learning framework for complete canopy leaf-wood segmentation of TLS data across diverse European forests
by: Owen, Harry J. F., et al.
Published: (2025)

Deep learning-based compression of giga-resolution whole slide images
by: Høibø, Maren, et al.
Published: (2026)

Drug classification based on X-ray spectroscopy combined with machine learning
by: Li, Yongming, et al.
Published: (2025)

Meta-forests: Domain generalization on random forests with meta-learning
by: Sun, Yuyang, et al.
Published: (2024)

Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms
by: Taher, Josef, et al.
Published: (2025)

A comparative study on machine learning approaches for rock mass classification using drilling data
by: Hansen, Tom F., et al.
Published: (2024)

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
by: Tseng, Gabriel, et al.
Published: (2023)

ADHD diagnosis based on action characteristics recorded in videos using machine learning
by: Li, Yichun, et al.
Published: (2024)

Traffic Cameras to detect inland waterway barge traffic: An Application of machine learning
by: Agorku, Geoffery, et al.
Published: (2024)

Identifying bias in CNN image classification using image scrambling and transforms
by: Erukude, Sai Teja
Published: (2025)

Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes
by: Iyer, Krithika, et al.
Published: (2025)

Segmenting the motion components of a video: A long-term unsupervised model
by: Meunier, Etienne, et al.
Published: (2023)

Scaling Up Forest Vision with Synthetic Data
by: She, Yihang, et al.
Published: (2025)

ACD-U: Asymmetric co-teaching with machine unlearning for robust learning with noisy labels
by: Fukunaga, Reo, et al.
Published: (2026)

Interpretable machine learning for time-to-event prediction in medicine and healthcare
by: Baniecki, Hubert, et al.
Published: (2023)