cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3764792
title: Unsigned Road Incidents

description: This repository contains the dataset for the paper entitled “Detecting Unsigned Physical Road Incidents from Driver-view Images”, released in IEEE Transactions on Intelligent Vehicles. This image dataset contains over 12.500 images of unsigned (without warning signs) road incidents spread out over 8 classes (fire, animal on road, road collapse, snow, rain, treefall, landslides, and vehicle crashes). It consists of a zip file which contains images from the Geograph project and their attribution, as well as a SQLite database which contains URLs to images harvested from Google, Bing, and Flickr. URLs marked as '0' have since disappeared from the web. Unfortunately, due to copyright concerns we cannot make these images available. However, reproduction can be facilitated by directly reaching out, in which case we will make a full copy of the dataset available.

Please contact the authors directly if you are interested in using the full dataset. We make this dataset available for non-commercial purposes only.

The preferred citation for this dataset is as follows:

Levering, A., Tomko, M., Tuia, D. and Khoshelham, K., 2020. Detecting unsigned physical road incidents from driver-view images. IEEE Transactions on Intelligent Vehicles, 6(1), pp.24-33.
DOI: 10.15468/dl.abx83x
title: Occurrence Download

description: A dataset containing 460515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaropus lobatus"
 ]
}

 The dataset includes 460515 records from 401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018291-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v98khq
title: Occurrence Download

description: A dataset listing the 244 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is UKSBA Cyprus - Quadrats 2015-2017"
 ]
}

 The dataset's 244 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018399-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn5e99
title: Occurrence Download

description: A dataset containing 12354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Dichrostachys cinerea)"
 ]
}

 The dataset includes 12354 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018400-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/1t6wso
title: GENITEC - Guide technique sur les fascines de ligneux

description: Ce guide technique présente les fascines de ligneux, des techniques de génie végétal utilisées pour stabiliser les berges, contrôler l’érosion et restaurer les milieux aquatiques et rivulaires. Il détaille les principes de conception, les différents types de fascines, leurs fonctions écologiques et mécaniques, ainsi que les critères de mise en œuvre adaptés aux contextes hydromorphologiques. Conçu à partir d’un retour d’expériences et de références scientifiques, il s’adresse aux techniciens, gestionnaires et concepteurs impliqués dans la restauration des rivières.
DOI: 10.15468/dl.kwvktw
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Armases roberti"
 ]
}

 The dataset includes 62 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018402-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7tkcz
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lilium henryi"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018404-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7797x2
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Toumeyella parvicornis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018408-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.argfpc
title: Occurrence Download

description: A dataset containing 36402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ophrys fusca"
 ]
}

 The dataset includes 36402 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018405-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx972z
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lilium japonicum"
 ]
}

 The dataset includes 298 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018409-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8725q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton moonii"
 ]
}

 The dataset includes 11 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018410-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2edzf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onopordum nervosum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018411-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3jr8h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onopordum nervosum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018413-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.15344928
title: Dataset — Distributed Optimization Approaches for Coordinated T&D Generation Expansion Planning

description: In this dataset, all the necessary information is included regarding the physical parameters of the transmission and distribution systems that were utilized to present the results shown in the paper titled "Distributed Optimization Approaches for Coordinated T&D Generation Expansion Planning." In addition, data related to the investment and operational costs, as well as the scenarios used to describe the uncertainty of renewable-based generation availability and demand variability, are also provided.
DOI: 10.5281/zenodo.15344927
title: Dataset — Distributed Optimization Approaches for Coordinated T&D Generation Expansion Planning

description: In this dataset, all the necessary information is included regarding the physical parameters of the transmission and distribution systems that were utilized to present the results shown in the paper titled "Distributed Optimization Approaches for Coordinated T&D Generation Expansion Planning." In addition, data related to the investment and operational costs, as well as the scenarios used to describe the uncertainty of renewable-based generation availability and demand variability, are also provided.
DOI: 10.15468/dl.hue3s5
title: Occurrence Download

description: A dataset containing 6079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.81643 41.68196,2.80451 41.68962,2.79939 41.6887,2.79093 41.68313,2.80299 41.67385,2.81643 41.68196))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6079 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018414-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17034824
title: Dataset for Systematic Review: Computational Strategies for Depression Detection and Treatment
DOI: 10.15468/dl.r3wr6a
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lilium lancifolium"
 ]
}

 The dataset includes 871 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018415-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17034786
title: Short form video content consumption

description: This study aims to address the behavioral patterns of short-form content consumption among the 18-35 age group, all residents of India, and assess its economic costs
DOI: 10.5281/zenodo.17034785
title: Short form video content consumption

description: This study aims to address the behavioral patterns of short-form content consumption among the 18-35 age group, all residents of India, and assess its economic costs
DOI: 10.15468/dl.aezsj3
title: Occurrence Download

description: A dataset containing 51492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Perca flavescens)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 51492 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018403-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15206144
title: Dataset — An ADMM-based optimization approach for coordinated transmission and distribution generation expansion planning

description: In this dataset, all the necessary information are included regarding the physical parameters of the transmission and distribution systems that were utilized to present the results shown in the paper titled "An ADMM-based optimization approach for coordinated transmission and distribution generation expansion planning". In addition, data related to the investment and operational costs, as well as the scenarios used to describe the uncertainty of renewable-based generation availability and demand variability, are also provided.
DOI: 10.5281/zenodo.15075778
title: Dataset — An ADMM-based optimization approach for coordinated transmission and distribution generation expansion planning

description: In this dataset, all the necessary information are included regarding the physical parameters of the transmission and distribution systems that were utilized to present the results shown in the paper titled "An ADMM-based optimization approach for coordinated transmission and distribution generation expansion planning". In addition, data related to the investment and operational costs, as well as the scenarios used to describe the uncertainty of renewable-based generation availability and demand variability, are also provided.
DOI: 10.15468/dl.dgyvrz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arundo donax"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018417-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygkcjn
title: Occurrence Download

description: A dataset containing 12344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brasenia schreberi"
 ]
}

 The dataset includes 12344 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018416-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zje34
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomatium beaufortense L.Bolus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114429-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f47ff
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stuckenia macrocarpa (Dobrocz.) Tzvelev"
 ]
}

 The dataset includes 54 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114430-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crzxrp
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene tamaranae Bramwell"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114431-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66qdvz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplocos henryi Brand"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114432-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czyhgc
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spatalla argentea Rourke"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114433-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acjfwk
title: Occurrence Download

description: A dataset containing 1715 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stanfieldiella imperforata (C.B.Clarke) Brenan"
 ]
}

 The dataset includes 1715 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114434-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfswx9
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomatium bolusiae Schwantes"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114435-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdkqbb
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stuckenia pamirica (Baagøe) Z.Kaplan"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114436-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wvjy9
title: Occurrence Download

description: A dataset containing 2896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene tatarica (L.) Pers."
 ]
}

 The dataset includes 2896 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114437-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c5cmr
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplocos henschelii (Moritzi) Benth. ex Clarke"
 ]
}

 The dataset includes 276 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114438-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spm7tm
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spatalla barbigera Knight"
 ]
}

 The dataset includes 94 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114439-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72hsqx
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stanfieldiella oligantha (Mildbr.) Brenan"
 ]
}

 The dataset includes 174 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114440-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78kfc6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomatium braunsii L.Bolus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114441-240321170329656/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.25560075
title: Raw Imaging Dataset - 20220804 CrSBr neaspec - 2022-04-09 4532 - 2022-04-09 141950 PH CrSBr flake5 LT_am w=880nm 0deg rotation Data

description: Near-field imaging scan
DOI: 10.6084/m9.figshare.25560075.v1
title: Raw Imaging Dataset - 20220804 CrSBr neaspec - 2022-04-09 4532 - 2022-04-09 141950 PH CrSBr flake5 LT_am w=880nm 0deg rotation Data

description: Near-field imaging scan
DOI: 10.15468/dl.d83vth
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spatalla caudata (Thunb.) R.Br."
 ]
}

 The dataset includes 202 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114443-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv2qtf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplocos herzogii Sleumer"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114444-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnwyg3
title: Occurrence Download

description: A dataset containing 808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene tatarinowii Regel"
 ]
}

 The dataset includes 808 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114445-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.