cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ahp39g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castoraeschna corbeti"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064145-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2hgb5
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064146-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spwf38
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064147-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zebx9s
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064148-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/j6zm7-3n807
title: Data and Scripts for Li et al.: Repeating Earthquake Irregularity and Interaction
DOI: 10.15468/dl.w4e9rm
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064149-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwmu7a
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064150-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48557/agudq4
title: Replication Data for "Multitemporal Multispectral Dataset for Palaeochannels Segmentation (MAPS)"

description: Deep learning methods have significantly advanced the analysis of satellite imagery, greatly enhancing the efficiency of screening extensive datasets. However, progress in the automatic identification of elements under the surface (subsoil features), detectable only through proxies like soil and vegetation alterations, has been limited. This challenge is further compounded by the significant influence of seasonal variability and land use management on their visibility. Automatic identification often requires multitemporal observations to maximise the likelihood of obtaining favourable visibility conditions and to strengthen the reliability of each identification. Additionally, the limited availability of publicly accessible specialised datasets has impeded progress in applying deep learning approaches. This paper presents the first publicly available dataset of multitemporal Sentinel-2 imagery for identifying palaeochannels, a specific category of subsoil features. We established a baseline for semantic segmentation by evaluating three architectures with various parameter configurations, specifically designed to address the unique challenges of segmenting these elongated and branched features under diverse landscape conditions at different times of the year. The results offer preliminary insights into addressing the varying visibility of subsoil features by applying deep learning to analyse temporal series. The dataset is available on Hugging Face and IIT Dataverse repositories.

&lt;b&gt;This project was conducted within the “Cultural Landscapes Scanner” project, co-funded by the European Space Agency (ESA) under the contract n. 4000132058.&lt;/b&gt;
description: Zip files contain organised folders where files are stored according to the code's path, ready for full operation. To explore Geotiff files and GeoJson files, users can utilise Python libraries (GDAL, Rasterio, GeoPandas, etc.) or the open-source QGIS stand-alone software available at: www.qgis.org
DOI: 10.15468/dl.m5akzd
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064151-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30940829
title: Scraped Telegram posts from @femagainstwar channel

description: This dataset served to analyse the scope and breadth of engagement with decolonisation debates among the biggest, contemporary feminist movement in Russia: the Feminist Anti-War Resistance
DOI: 10.6084/m9.figshare.30940829.v1
title: Scraped Telegram posts from @femagainstwar channel

description: This dataset served to analyse the scope and breadth of engagement with decolonisation debates among the biggest, contemporary feminist movement in Russia: the Feminist Anti-War Resistance
DOI: 10.5281/zenodo.18025336
title: Dataset for 'Electrical conductivity of amorphous and molten CaCO3 at high pressures and its implications for mantle conductivity anomalies'

description: The impedance spectra data of CaCO3 from 6 to 15 GPa.
DOI: 10.5281/zenodo.17028457
title: Dataset for 'Electrical conductivity of amorphous and molten CaCO3 at high pressures and its implications for mantle conductivity anomalies'

description: The impedance spectra data of CaCO3 from 6 to 15 GPa.
DOI: 10.3886/icpsr39492.v1
title: Sensitivity Analysis Tools for Clinical Trials with Missing Data [Methods Study], 2013-2018
title: Version 1

description: Clinical trials study the effects of medical treatments, like how safe they are and how well they work. But most clinical trials don't get all the data they need from patients. Patients may not answer all questions on a survey, or they may drop out of a study after it has started. The missing data can affect researchers' ability to detect the effects of treatments.
To address the problem of missing data, researchers can make different guesses based on why and how data are missing. Then they can look at results for each guess. If results based on different guesses are similar, researchers can have more confidence that the study results are accurate. In this study, the research team created new methods to do these tests and developed software that runs these tests.
 To access the sensitivity analysis methods and software, please visit the MissingDataMatters website.
description: To develop and test new statistical methods and software for global sensitivity analyses in clinical trials with missing data. The study aims were the following:

create unified and coherent methods for global sensitivity analysis of clinical trials with monotone and non-monotone missing data;
develop free, open source and reproducible software in SAS and R to implement the methods;
demonstrate the methods and software using clinical trial data with patient-centered outcomes
 disseminate the methods and software
description: Sensitivity analyses allow researchers to have greater confidence in their results if their study has missing data. These analyses involve fitting a series of models using varying assumptions and then evaluating how these assumptions would influence treatment effect estimates. If results are similar across different models, researchers have more confidence that results are robust and not seriously biased by missing data. Currently few sensitivity analysis methods can address either

Monotone missing data, or data that are missing after first missed assessment
Non-monotone missing data, or data that are missing at one assessment but observed at a later assessment


In this study, the research team wanted to develop and test new statistical methods and software for global sensitivity analyses in clinical trials with monotone and non-monotone missing data.
An advisory panel of 15 experts in biostatistics, software development, evidence-based medicine, and patient-reported outcomes helped address technical issues when creating the software.
description: Datasets: 
DS1: Sensitivity Analysis Tools for Clinical Trials with Missing Data [Methods Study], 2013-2018
DOI: 10.5517/ccqtwlz
title: CCDC 680282: Experimental Crystal Structure Determination

description: Related Article: Z.Benko, S.Burck, D.Gudat, M.Nieger, L.Nyulaszi, N.Shore|2008|Dalton Trans.||4937|doi:10.1039/b804621b
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.t6ktyz
title: Occurrence Download

description: A dataset containing 211426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-22.5 30,-15 30,-15 37.5,-22.5 37.5,-22.5 30))"
 ]
}

 The dataset includes 211426 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037509-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccqtwm0
title: CCDC 680283: Experimental Crystal Structure Determination

description: Related Article: Z.Benko, S.Burck, D.Gudat, M.Nieger, L.Nyulaszi, N.Shore|2008|Dalton Trans.||4937|doi:10.1039/b804621b
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/ccqtwn1
title: CCDC 680284: Experimental Crystal Structure Determination

description: Related Article: Z.Benko, S.Burck, D.Gudat, M.Nieger, L.Nyulaszi, N.Shore|2008|Dalton Trans.||4937|doi:10.1039/b804621b
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/ccqsnch
title: CCDC 679097: Experimental Crystal Structure Determination

description: Related Article: G.W.Lamb, M.L.Clarke, A.M.Z.Slawin, B.Williams|2008|Dalton Trans.||4946|doi:10.1039/b803067g
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/ccqvx2j
title: CCDC 681258: Experimental Crystal Structure Determination

description: Related Article: N.Singh, A.Kumar, K.C.Molloy, M.F.Mahon|2008|Dalton Trans.||4999|doi:10.1039/b804635b
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/ccqvx3k
title: CCDC 681259: Experimental Crystal Structure Determination

description: Related Article: N.Singh, A.Kumar, K.C.Molloy, M.F.Mahon|2008|Dalton Trans.||4999|doi:10.1039/b804635b
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.ub4adr
title: Occurrence Download

description: A dataset containing 2467330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2467330 records from 946 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037483-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vt8w9
title: Occurrence Download

description: A dataset containing 3251718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Conus flavidus, Conus catus, Hastula solida, Nerita albicilla, Nerita plicata, Nerita yoldii, Nacella concinna, Patella rustica, Patella candei, Patella ferruginea, Gaimardia trapesina, Gari elongata, Paphia undulata, Cyclina sinensis, Anadara antiquata, Calappa lophos, Trapezia guttata, Mesopsocus helveticus, Phyllomorpha lacerata, Camptopus lateralis, Chelidura aptera, Murina gracilis, Murina recondita, Harpiola isodon, Pomatorhinus musicus, Prinia inornata flavirostris, Loepa mirandula, Canucha miranda formosicola, Lophophelma taiwana, Tetraleurodes acaciae, Nebria uenoiana, Lucanus swinhoei, Tegonotus paramangiferae, Caridina pseudodenticulata, Amynthas binoculatus, Phalaropus lobatus, Aegolius funereus, Phoenicurus phoenicurus, Pungitius laevis, Pungitius pungitius, Barbus kubanicus, Dendrobaena veneta, Diplostomum baeri, Diplostomum huronense, Diplostomum pseudospathaceum, Dugesia subtentaculata, Cypridopsis vidua, Scolopendra cingulata, Panorpa germanica, Platycerus caraboides, Podabrus alpinus, Cantharis lateralis, Cantharis pellucida, Cantharis obscura, Cantharis rustica, Omalisus fontisbellaquaei, Lampyris noctiluca, Dascillus cervinus, Onthophilus striatus, Helophorus strigifrons, Helophorus aequalis, Helophorus nubilus, Hydrochus brevis, Hydrochus nitidicollis, Ptiliolum fuscum, Ocypus brunnipes, Tachinus marginellus, Tachinus pallipes, Tachinus basalis, Tachinus elongatus, Astenus immaculatus, Medon apicalis, Oxyporus rufus, Bryaxis bulbifer, Agathidium varians, Tritoma bipustulata, Monotoma bicolor, Monotoma quadricollis, Cryptophagus dentatus, Cryptophagus laticollis, Atomaria linearis, Atomaria fuscata, Atomaria ornata, Atomaria rubella, Atomaria gutta, Atomaria atricapilla, Coccidula rufa, Coccidula scutellata, Rhyzobius chrysomeloides, Scymnus nubilus, Scymnus rubromaculatus, Pseudocistela ceramboides, Diaperis boleti, Anaspis regimbarti, Anaspis frontalis, Mylabris fabricii, Luperus viridipennis, Luperus flavipennis, Bruchus lentis, Mniophila muscorum)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3251718 records from 4393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037508-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyzryw
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cycas media R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 830 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015161-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58fk8f
title: Occurrence Download

description: A dataset containing 147473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.78108 5.5793,-75.58471 5.5793,-75.58471 5.80562,-75.78108 5.80562,-75.78108 5.5793))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 147473 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015156-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be24jg
title: Occurrence Download

description: A dataset containing 175748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zenaida auriculata (Des Murs, 1847)"
 ]
}

 The dataset includes 175748 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012094-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5t5dt
title: Occurrence Download

description: A dataset containing 25839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The cnidarians collection (IK) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 25839 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003789-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vjc5t
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Favonius saphirina (Staudinger, 1887)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 230 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076767-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbbxvp
title: Occurrence Download

description: A dataset containing 4806 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 4806 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012091-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddrehz
title: Occurrence Download

description: A dataset containing 885667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus Brisson, 1760",
 "Year 1990-2021"
 ]
}

 The dataset includes 885667 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270094-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdd4oc
title: Occurrence Download

description: A dataset containing 12278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus terrestris (Bonnaterre, 1789)"
 ]
}

 The dataset includes 12278 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012100-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95ds7m
title: Occurrence Download

description: A dataset containing 2794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 13.4479027909303",
 "DecimalLongitude is less than 13.4509623441147",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2794 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015139-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xswtca
title: Occurrence Download

description: A dataset listing the 22 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos de colecciones de maíces nativos, teocintles y Tripsacum de México"
 ]
}

 The dataset's 22 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45uqmt
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xyris teinosperma Idrobo & L.B.Sm."
 ]
}

 The dataset includes 48 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012106-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64eajj
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artabotrys fragrans Ast"
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015143-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.