cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15478529
title: Underwater images collected by an Autonomous Surface Vehicle in St-Leu, Réunion - 2025-05-19

description: This dataset was collected by an Autonomous Surface Vehicle in St-Leu, Réunion - 2025-05-19. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
description: The Plancha project is co-financed by the Prefecture of Reunion as part of a 2019-2022 convergence and transformation contract, measure 3.3.1.1
DOI: 10.15468/dl.wcaj82
title: Occurrence Download

description: A dataset containing 3978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus niveus Thunb."
 ]
}

 The dataset includes 3978 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014764-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwj7xv
title: Occurrence Download

description: A dataset containing 15455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((23.746957015842156 38.062982991391905, 23.748728600414832 38.0715086055947, 23.748362330622815 38.08014388435883, 23.74587135443035 38.08855694930784, 23.741350565050713 38.09642429674824, 23.734973081375568 38.10344325924866, 23.726983688683944 38.109343687144246, 23.71768947734666 38.11389839342402, 23.707448032214952 38.116931950981886, 23.696653627912255 38.11832749399684, 23.685721970104854 38.11803125293265, 23.67507408547598 38.11605464216698, 23.665120000108423 38.11247381676636, 23.6562428552072 38.10742671614095, 23.648784090039115 38.10110771273731, 23.643030275715756 38.09376007911655, 23.63920211259136 38.085666572568826, 23.637446012463577 38.0771385092454, 23.63782857927405 38.06850375676837, 23.640334183989108 38.06009411339182, 23.64486570633787 38.05223256190648, 23.651248393430876 38.04522088736282, 23.659236667812795 38.039328129900774, 23.668523609361433 38.03478030877723, 23.678752739982606 38.03175180289512, 23.689531659826017 38.03035870900288, 23.700447020597046 38.0306544237795, 23.711080276692442 38.03262761297, 23.721023629093345 38.03620264241218, 23.7298955705911 38.04124245507877, 23.737355454086792 38.04755378804933, 23.7431165382097 38.054894536516585, 23.746957015842156 38.062982991391905))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)"
 ]
}

 The dataset includes 15455 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011187-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254239
title: Chrysophyllum lucumifolium Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254238
title: Chrysophyllum lucumifolium Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.b9q72e
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.54_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 76 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011188-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254198
title: München, St. Rupertus-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.18254197
title: München, St. Rupertus-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.15468/dl.6ybx4x
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eurya hebeclados"
 ]
}

 The dataset includes 1344 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011189-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254242
title: Chrysophyllum marginatum (Hook. & Arn.) Radlk. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254241
title: Chrysophyllum marginatum (Hook. & Arn.) Radlk. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.qaxpmv
title: Occurrence Download

description: A dataset containing 84277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is Montenegro",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 84277 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011149-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc9ykm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoxinus phoxinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1910",
 "Year is less than or equal to 1914"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011192-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpahqf
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((80.03541 41.37667,73.99722 40.90858,73.10925 35.17957,77.19391 30.93936,82.52173 26.18411,90.95743 25.06324,98.77156 27.76675,104.89855 30.40474,104.54336 36.97363,103.03381 39.41575,89.89187 40.30185,80.03541 41.37667))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxytropis kansuensis"
 ]
}

 The dataset includes 358 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011193-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254250
title: Chrysophyllum maytenoides Mart. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254251
title: Chrysophyllum maytenoides Mart. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254038
title: RB-ELSAD: Rice Breeding Entity-Literature Semantic Association Dataset

description: RB-ELSAD is a high-confidence dataset of semantic associations between entities and literature, designed for rice breeding. By integrating domain entities (such as genes, proteins, and traits) with massive scientific literature, and utilizing a multi-pathway hybrid retrieval and supervised discrimination framework, this dataset constructs high-confidence semantic associations between the two, totaling 509,788 semantic relations. The dataset aims to break the data silos between domain resources and scientific literature, providing critical data infrastructure for research in rice gene mining, trait dissection, and intelligent breeding decision-making.

This dataset contains two core components:(1) Domain Layer: Breeding entities and their biological relations.(2) Resource Layer: Scientific literature and its semantic associations with domain entities.
DOI: 10.5281/zenodo.18254039
title: RB-ELSAD: Rice Breeding Entity-Literature Semantic Association Dataset

description: RB-ELSAD is a high-confidence dataset of semantic associations between entities and literature, designed for rice breeding. By integrating domain entities (such as genes, proteins, and traits) with massive scientific literature, and utilizing a multi-pathway hybrid retrieval and supervised discrimination framework, this dataset constructs high-confidence semantic associations between the two, totaling 509,788 semantic relations. The dataset aims to break the data silos between domain resources and scientific literature, providing critical data infrastructure for research in rice gene mining, trait dissection, and intelligent breeding decision-making.

This dataset contains two core components:(1) Domain Layer: Breeding entities and their biological relations.(2) Resource Layer: Scientific literature and its semantic associations with domain entities.
DOI: 10.15468/dl.hqvm4c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.55_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011194-260108223611665/datasets/export for details.
DOI: 10.15468/dl.uvrbf5
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hippuris vulgaris",
 "Year 1970-2000"
 ]
}

 The dataset includes 179 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011195-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254265
title: Chrysopsis (Nutt.) Elliott. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254266
title: Chrysopsis (Nutt.) Elliott. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.9vhrjj
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoxinus phoxinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1915",
 "Year is less than or equal to 1919"
 ]
}

 The dataset includes 92 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011196-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s97y57
title: Occurrence Download

description: A dataset containing 885595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe"
 ]
}

 The dataset includes 885595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011185-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g8jyf
title: Occurrence Download

description: A dataset containing 1996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-25.0",
 "Country is Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagnum",
 "Year 2023-2025"
 ]
}

 The dataset includes 1996 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011197-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx56dg
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.56_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011198-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14505114
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.ynprsa
title: Occurrence Download

description: A dataset containing 336936294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ClassKey is one of (Aves)",
 "Continent is Europe",
 "Year is one of (2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "HasCoordinate is true",
 "TaxonomicStatus is Accepted"
 ]
}

 The dataset includes 336936294 records from 9935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45sra2
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((39.06461 -16.66295,169.93539 -16.66295,169.93539 35.66295,39.06461 35.66295,39.06461 -16.66295))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callosciurus notatus (Boddaert, 1785)",
 "Year 1980-2025"
 ]
}

 The dataset includes 701 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006234-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tnjs9
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Quercus oleoides Schltdl. & Cham."
 ]
}

 The dataset's 2 records were derived from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012153-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9ne74
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,103 -26,103 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adenophora coelestis Diels"
 ]
}

 The dataset includes 217 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.28727246.v1
title: Supplemental

description: Supplemental
DOI: 10.60893/figshare.apl.28727246
title: Supplemental

description: Supplemental
DOI: 10.60893/figshare.apl.28817762
title: Data file

description: This file contains the data behind the figures in the paper, in MS Excel format.
DOI: 10.60893/figshare.apl.28817762.v1
title: Data file

description: This file contains the data behind the figures in the paper, in MS Excel format.
DOI: 10.15468/dl.hz9frt
title: Occurrence Download

description: A dataset containing 654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beta nana"
 ]
}

 The dataset includes 654 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037477-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyrnq5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Visnaga daucoides",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037480-250811113504898/datasets/export for details.
DOI: 10.15468/dl.5ksj2y
title: Occurrence Download

description: A dataset containing 1470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1470 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037482-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sbkf4
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Threskiornis aethiopicus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 117 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037483-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.