cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15533492
title: BioDCASE 2025 Task 2 : Evaluation set

description: General description 



This repository contains the audio files of the evaluation set for the task 2 "Supervised Detection of Strongly-Labelled Whale Calls" of the BioDCASE 2025 challenge.

 


Folder structure 

biodcase_evaluation_set.zip

|___biodcase_evaluation_set/

      |____evaluation/

            |____audio/

                  |____ddu2021/

                        |____*.wav

                  |____kerguelen2020/

                        |____*.wav

 

Annotation 


No annotation data are provided at this stage of the challenge. On the task webpage, please refer to the section 



"Annotation"for further information on the annotation data (see also the development Zenodo repository)

"Rules and submission" for information on how formatting your model outputs for submission


 

Dataset statistics

Evaluation set




Dataset
Number of audio recordings
Total audio duration  (h)


ddu2021
208
206


kerguelen2020
200
198




 

Contact info 

Please, send any feedback or question to : 

Dorian CAZAU (dorian.cazau@ensta.fr) | Lucie JEAN-LABADYE (lucie.jean-labadye@sorbonne-universite.fr) | Cléa PARCERISAS (clea.parcerisas@vliz.be)
DOI: 10.34804/supra.20220330425
title: The Temperature-Dependence of Host-Guest Binding Thermodynamics: Experimental and Simulation Studies

description: Through isothermal titration calorimetry (ITC) and molecular dynamics (MD) simulations, we demonstrate that negative changes in heat capacity (ΔCp,b) are a unifying feature for both the classical and non-classical hydrophobic effect.
DOI: 10.15468/dl.dm7adq
title: Occurrence Download

description: A dataset containing 39468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris melanotos (Vieillot, 1819))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 39468 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019607-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20240816574
title: Isothermal Titration Calorimetry and Theoretical Studies on Host-guest Interaction of Ibuprofen with α-, β- and γ-Cyclodextrin
DOI: 10.26050/wdcc/hadex-cam
title: HadEX-CAM dataset: original and deep learning infilled TX90p, TN90p, TX10p, TN10p ETCCDI Indices (CLINT H2020)

description: Project: Climate Intelligence - Tropical cyclones, heatwaves and extreme droughts are examples of extreme climate events that are difficult to predict. Climate change has increased the likelihood and severity of such events, and predicting their occurrence is essential but difficult. The EU-funded CLINT project (https://climateintelligence.eu/) draws from data collected by the Copernicus Climate Change Service and from recent advances in artificial intelligence (AI). By applying an AI framework composed of machine learning techniques and algorithms, it processes big climate datasets for improving climate science in terms of detection, causation, and attribution of extreme events. CLINT also covers extreme events' quantification impacts on various socio-economic sectors at the pan-European scale and at the local scale in different types of climate change hotspots.
Summary: The HadEX-CAM dataset contains four land-based extreme indices (TX90p, TN90p, TX10p, TN10p) for the European region. The original dataset (containing missing values) has been created by the MetOffice by aggregating station data using the Climate Anomaly Method (CAM). The infilled version of this dataset has been created by DKRZ by applying a deep learning (DL) model based on U-Net architecture and trained on CMIP6 data (see https://www.nature.com/articles/s41467-024-53464-2).
The original HadEX-CAM dataset is distributed under the Open Government Licence: http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/. The DL-infilled HadEX-CAM dataset is distributed under the Creative Commons Attribution 4.0 International license.
DOI: 10.34804/supra.20240821583
title: Thermodynamic study of pH and sodium chloride impact on gemcitabine binding to cucurbit[7]uril in aqueous solutions
DOI: 10.15468/dl.4mxgnu
title: Occurrence Download

description: A dataset containing 1118687 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex acetosa L."
 ]
}

 The dataset includes 1118687 records from 3526 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019594-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15600709
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605l Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605l Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15600710
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605l Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605l Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.u8g5z8
title: Occurrence Download

description: A dataset containing 20815455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 20815455 records from 782 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020843-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15595425
title: Tracking the reorganisations of MVPA opportunities during the transition to adulthood: a longitudinal study
DOI: 10.34740/kaggle/dsv/12061937
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.uqy2pk
title: Occurrence Download

description: A dataset containing 1164339 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Setaria helvola (L.f.) Roem. & Schult.",
 "TaxonKey is Symphytum orientale L.",
 "TaxonKey is Meconema meridionale Costa, 1860",
 "TaxonKey is Fallopia baldschuanica (Regel) Holub",
 "TaxonKey is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng",
 "TaxonKey is Lycium barbarum L.",
 "TaxonKey is Tinea murariella Staudinger, 1859",
 "TaxonKey is Capsella bursa-pastoris (L.) Medik.",
 "TaxonKey is Cotula coronopifolia L.",
 "TaxonKey is Cotoneaster integrifolius (Roxb.) G.Klotz",
 "TaxonKey is Hypericum calycinum L.",
 "TaxonKey is Silene latifolia Poir.",
 "TaxonKey is Chenopodium ficifolium Sm.",
 "TaxonKey is Ostrea equestris Say, 1834",
 "TaxonKey is Fumaria purpurea Pugsley",
 "TaxonKey is Ips multistriatus T.Marsham, 1802",
 "TaxonKey is Mentha ×wirtgeniana F.W.Schultz",
 "TaxonKey is Sabulina tenuifolia (L.) Rchb.",
 "TaxonKey is Ranunculus sardous Crantz",
 "TaxonKey is Salix ×holosericea Willd."
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2024",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1164339 records from 4263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020846-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96bk6v
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cestrum macrophyllum Vent."
 ]
}

 The dataset includes 426 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020146-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rcrjg
title: Occurrence Download

description: A dataset containing 69765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Stercorarius longicaudus Vieillot, 1819)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 69765 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020131-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857802
title: Digital Technology Adoption in UK Manufacturing Firms, 2024

description: This project investigates the factors that encourage or hinder digital technology adoption among UK manufacturing firms. Through interviews with industry stakeholders, the study found that efficiency, productivity, sustainability, and workforce development are key motivators for adopting digital tools such as predictive maintenance systems, real-time data analytics, and 3D modeling. These technologies enhance decision-making, reduce operational costs, and help firms meet environmental and regulatory demands.

However, many manufacturers—particularly small and medium-sized enterprises—remain hesitant due to implementation risks, uncertain returns, and high costs of advanced systems. Challenges such as fragmented systems, security concerns, and insufficient post-adoption support further impede adoption.
DOI: 10.5281/zenodo.15540473
title: Dataset - Implementation of didactic strategies for assurance of learning with students at risk of academic failure in general chemistry
DOI: 10.15468/dl.9g4mtv
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilostemon gnaphaloides (Cirillo) Soják"
 ]
}

 The dataset includes 353 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020147-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2096j2
title: CCDC 1855893: Experimental Crystal Structure Determination

description: Related Article: Mengjie Gong, Fuxing Yang, Nan Huang, Jun Jiang|2025|Tetrahedron Lett.|165-166|155658|doi:10.1016/j.tetlet.2025.155658
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.ghme8j
title: Occurrence Download

description: A dataset containing 3583 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kerivoula Gray, 1842"
 ]
}

 The dataset includes 3583 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020148-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc23xy77
title: CCDC 1964229: Experimental Crystal Structure Determination

description: Related Article: Bai-Lin Wang, Jie-Qiang Yu, Qian Zhang, Xing-Wang Wang|2025|JACS Au|5|2159|doi:10.1021/jacsau.5c00069
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15151/esrf-dc-2173134772
title: Test thaumatin data set from MASSIF-1 using the new Dectris Pilatus4 4M detector

description: This X-ray diffraction test dataset features high-resolution structural data from a crystal of thaumatin, a sweet-tasting plant protein commonly used in crystallography bench marking. The dataset captures detailed atomic coordinates and symmetry information, supporting studies in protein structure determination, refinement protocols, model validation, and algorithm development tasks.

This X-ray diffraction test dataset features high-resolution structural data from a crystal of thaumatin, a sweet-tasting plant protein commonly used in crystallography bench marking. The dataset captures detailed atomic coordinates and symmetry information, supporting studies in protein structure determination, refinement protocols, model validation, and algorithm development tasks.
DOI: 10.15468/dl.sdu42h
title: Occurrence Download

description: A dataset containing 3528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dianthus gratianopolitanus Vill.",
 "Year 1970-2025"
 ]
}

 The dataset includes 3528 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020149-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk39hf
title: Occurrence Download

description: A dataset containing 8970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-124.71961 45.50414,-118.14453 45.50414,-118.14453 48.91893,-124.71961 48.91893,-124.71961 45.50414))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caudata"
 ]
}

 The dataset includes 8970 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020150-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/vdil4w
title: Thin glomerular basement membrane phenotypes with no identified pathogenic COL4A3/A4/A5 variant

description: Original clinical, pathologic, genetic and functional data on kidney biopsy cases who underwent additional kidney-disease-gene-panel testing
DOI: 10.5517/ccdc.csd.cc2661p5
title: CCDC 2031606: Experimental Crystal Structure Determination

description: Related Article: Bai-Lin Wang, Jie-Qiang Yu, Qian Zhang, Xing-Wang Wang|2025|JACS Au|5|2159|doi:10.1021/jacsau.5c00069
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.e2yeaq
title: Occurrence Download

description: A dataset containing 2072 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cestrum megalophyllum Dunal"
 ]
}

 The dataset includes 2072 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020151-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2c2crl
title: CCDC 2177029: Experimental Crystal Structure Determination

description: Related Article: Bai-Lin Wang, Jie-Qiang Yu, Qian Zhang, Xing-Wang Wang|2025|JACS Au|5|2159|doi:10.1021/jacsau.5c00069
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k7gjt
title: CCDC 2360666: Experimental Crystal Structure Determination

description: Related Article: Bin Zhao, Ding-Bo Zeng, Xinglei He, Jing-Heng Li, Yuqi Lin, Ke-Yin Ye|2025|JACS Au|5|2359|doi:10.1021/jacsau.5c00374
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2khgxg
title: CCDC 2368366: Experimental Crystal Structure Determination

description: Related Article: Rineswary Rajasagaran, Isaiah Haggai Joseph, Sharon Malodol, Muhamad Hifzhan Amin Mohd Azizi, Sameen Aslam, Siti Azrah Mohamad Samsuri, Suhana Arshad|2025|J.Mol.Struct.|1341|142694|doi:10.1016/j.molstruc.2025.142694
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2khgyh
title: CCDC 2368367: Experimental Crystal Structure Determination

description: Related Article: Rineswary Rajasagaran, Isaiah Haggai Joseph, Sharon Malodol, Muhamad Hifzhan Amin Mohd Azizi, Sameen Aslam, Siti Azrah Mohamad Samsuri, Suhana Arshad|2025|J.Mol.Struct.|1341|142694|doi:10.1016/j.molstruc.2025.142694
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2llzpw
title: CCDC 2401529: Experimental Crystal Structure Determination

description: Related Article: Bo Zhang, Tuo Yang, Yue Shen, Changliang Sun, Xiaohong Sun, Qinghuan Xiao, Xin-Dong Jiang, Gaowu Qin|2025|Materials Today Chemistry|46|102766|doi:10.1016/j.mtchem.2025.102766
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lv5k6
title: CCDC 2408438: Experimental Crystal Structure Determination

description: Related Article: Bin Zhao, Ding-Bo Zeng, Xinglei He, Jing-Heng Li, Yuqi Lin, Ke-Yin Ye|2025|JACS Au|5|2359|doi:10.1021/jacsau.5c00374
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lz8hc
title: CCDC 2412373: Experimental Crystal Structure Determination

description: Related Article: Bin Zhao, Ding-Bo Zeng, Xinglei He, Jing-Heng Li, Yuqi Lin, Ke-Yin Ye|2025|JACS Au|5|2359|doi:10.1021/jacsau.5c00374
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lz9pl
title: CCDC 2412410: Experimental Crystal Structure Determination

description: Related Article: Bin Zhao, Ding-Bo Zeng, Xinglei He, Jing-Heng Li, Yuqi Lin, Ke-Yin Ye|2025|JACS Au|5|2359|doi:10.1021/jacsau.5c00374
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m32rl
title: CCDC 2416039: Experimental Crystal Structure Determination

description: Related Article: Si-Wei Luo, Qi-Fan Xu, Zhi-Qi Yin, Ke Pan|2025|Phytochem.Lett.|68|102993|doi:10.1016/j.phytol.2025.102993
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.9mvp77
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Elasmobranchii",
 "HasCoordinate is true",
 "Geometry POLYGON((33.44664 46.39149, 32.46648 47.15155, 31.71491 47.51346, 31.32894 47.35279, 30.64606 46.8069, 29.57722 46.68484, 29.51784 46.31697, 29.18711 45.85929, 28.45741 45.16199, 28.39107 44.50339, 27.99305 43.62155, 27.32969 43.11521, 27.39603 42.08986, 27.66137 41.4218, 28.72276 41.17261, 30.05043 40.80487, 31.64431 40.90533, 33.23818 41.53805, 34.56641 41.57119, 35.62709 41.16837, 37.35379 40.66653, 39.52323 40.63294, 41.38275 40.7672, 42.59793 42.33233, 39.7201 44.13845, 38.24374 44.73164, 37.44423 45.08311, 36.14845 45.19979, 35.56949 45.18036, 34.93539 45.18036, 34.27372 45.43243, 33.83261 45.89485, 33.44664 46.39149))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020156-250525065834625/datasets/export for details.