cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.88yg77
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutellaria stachys L."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121894-230530130749713/datasets/export for details.
DOI: 10.15468/dl.n3uknd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocentrum gesneriaceum Sandwith"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017557-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4x7ue
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia minutifolia Urb."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222557-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrrukq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Buxus wallichiana Baill."
 ]
}

 The dataset includes 60 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099890-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99pgq2
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocentrum neblinae Wurdack"
 ]
}

 The dataset includes 68 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017566-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjt62b
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia nummularia Urb."
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222567-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx87cg
title: Occurrence Download

description: A dataset containing 50906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paspalum dilatatum Poir.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50906 records from 833 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068535-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crneu9
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neophocaena asiaeorientalis (Pilleri & Gihr, 1972)"
 ]
}

 The dataset includes 781 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099902-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.newaue
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malaxis acianthoides (Schltr.) Ames"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018434-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3x7q9
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2023",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "ScientificName is Allium ampeloprasum L.",
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222566-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkvyd2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernandezia tenuis (Schltr.) M.W.Chase"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209827-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3a3vq
title: Occurrence Download

description: A dataset containing 3480 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus asiaticus L."
 ]
}

 The dataset includes 3480 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099880-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjpeax
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia pinetorum Small"
 ]
}

 The dataset includes 99 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222572-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dnjkt
title: Occurrence Download

description: A dataset containing 9387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochroma pyramidale (Cav.) Urb."
 ]
}

 The dataset includes 9387 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017572-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfg92n
title: Occurrence Download

description: A dataset containing 5532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Upeneichthys lineatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5532 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023380-251025141854904/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.30560447
title: Raw Data Tables

description: This dataset contains the raw data used to construct tables for the journal article. No all data was used in the article.
DOI: 10.6084/m9.figshare.30560447.v1
title: Raw Data Tables

description: This dataset contains the raw data used to construct tables for the journal article. No all data was used in the article.
DOI: 10.6084/m9.figshare.30511019
title: Faculty Survey Instrument and Response Data

description: This dataset contains:Faculty survey instruement in .docx and.pdf formatsFaculty survey data in .cvs, .xlsx, and .sav (SPSS) formats<br>
DOI: 10.6084/m9.figshare.30511019.v1
title: Faculty Survey Instrument and Response Data

description: This dataset contains:Faculty survey instruement in .docx and.pdf formatsFaculty survey data in .cvs, .xlsx, and .sav (SPSS) formats<br>
DOI: 10.6084/m9.figshare.30510983
title: Student Survey Instrument and Response Data

description: This dataset contains:Student survey data in .cvs, .xlsx, and .sav (SPSS) formatsStudent survey instruction in .docx and.pdf formats
DOI: 10.6084/m9.figshare.30510983.v1
title: Student Survey Instrument and Response Data

description: This dataset contains:Student survey data in .cvs, .xlsx, and .sav (SPSS) formatsStudent survey instruction in .docx and.pdf formats
DOI: 10.6084/m9.figshare.30508832
title: AI Generated Documents

description: This dataset contains case studies and discussion prompts generated by the <i>Ethics Case Study and Discussion Prompt Creator</i> (https://chatgpt.com/g/g-676e10593bcc8191ba88a1386d3947a4-ethics-case-study-and-discussion-prompt-creator).
DOI: 10.6084/m9.figshare.30508832.v1
title: AI Generated Documents

description: This dataset contains case studies and discussion prompts generated by the <i>Ethics Case Study and Discussion Prompt Creator</i> (https://chatgpt.com/g/g-676e10593bcc8191ba88a1386d3947a4-ethics-case-study-and-discussion-prompt-creator).
DOI: 10.6084/m9.figshare.30510953
title: Custom GPT Instructions and Knowledge

description: This dataset contains the instructions and knowledge uploaded to create the custom GPT: <i>Ethics Case Study and Discussion Prompt Creator</i> (https://chatgpt.com/g/g-676e10593bcc8191ba88a1386d3947a4-ethics-case-study-and-discussion-prompt-creator).
DOI: 10.6084/m9.figshare.30510953.v1
title: Custom GPT Instructions and Knowledge

description: This dataset contains the instructions and knowledge uploaded to create the custom GPT: <i>Ethics Case Study and Discussion Prompt Creator</i> (https://chatgpt.com/g/g-676e10593bcc8191ba88a1386d3947a4-ethics-case-study-and-discussion-prompt-creator).
DOI: 10.6084/m9.figshare.30510965
title: Searchable Text Files Used in Research

description: This dataset contains searchable text files used in the research:Table of Contents of 25 geospatial science textbooks (.zip file)The 244 GIST Body of Knowledge topics (.zip file)The 2024 Esri User Conference agenda (.txt file)The video transcripts for the Esri Spatial Data Science MOOC (.zip file)The text files for the syllabus for 33 Penn State OGE program courses (.zip file)The text files for course texts for 32 Penn State OGE program courses (.zip file)
DOI: 10.6084/m9.figshare.30510965.v1
title: Searchable Text Files Used in Research

description: This dataset contains searchable text files used in the research:Table of Contents of 25 geospatial science textbooks (.zip file)The 244 GIST Body of Knowledge topics (.zip file)The 2024 Esri User Conference agenda (.txt file)The video transcripts for the Esri Spatial Data Science MOOC (.zip file)The text files for the syllabus for 33 Penn State OGE program courses (.zip file)The text files for course texts for 32 Penn State OGE program courses (.zip file)
DOI: 10.15468/dl.dqwd5x
title: Occurrence Download

description: A dataset containing 147021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "TaxonKey is Glechoma hederacea"
 ]
}

 The dataset includes 147021 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023379-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy4sss
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muraenesox cinereus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 716 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023381-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17561318
title: Underwater images collected by a Kite surf in Le-Morne, Mauritius - 2019-09-11

description: This dataset was collected by a Kite surf in Le-Morne, Mauritius - 2019-09-11. 

            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!
DOI: 10.34740/kaggle/dsv/13661416
title: Indonesian Hoax News Dataset
DOI: 10.15468/dl.6jygk6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zygosepalum revolutum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023382-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ptyfb
title: Occurrence Download

description: A dataset containing 26422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnothorax moringa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26422 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023383-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fua4c6
title: Occurrence Download

description: A dataset containing 33097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celastrus orbiculatus",
 "Country is United States of America"
 ]
}

 The dataset includes 33097 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023385-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gcm6h
title: Occurrence Download

description: A dataset containing 1830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnothorax pictus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1830 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023389-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehk2gk
title: Occurrence Download

description: A dataset containing 3965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Phillyrea angustifolia"
 ]
}

 The dataset includes 3965 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023390-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt8832
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnothorax unicolor",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 683 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023393-251025141854904/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.30217726
title: <b>Exploring health anxiety and its association with quality of life in Yemeni medical undergraduates: a national cross sectional</b>

description: This dataset accompanies the study “Exploring health anxiety and its association with quality of life in Yemeni medical undergraduates: a national cross-sectional study”. The data were collected between February and April 2025 from <b>2,573 undergraduate medical students</b> across ten medical schools in Yemen.
DOI: 10.6084/m9.figshare.30217726.v1
title: <b>Exploring health anxiety and its association with quality of life in Yemeni medical undergraduates: a national cross sectional</b>

description: This dataset accompanies the study “Exploring health anxiety and its association with quality of life in Yemeni medical undergraduates: a national cross-sectional study”. The data were collected between February and April 2025 from <b>2,573 undergraduate medical students</b> across ten medical schools in Yemen.
DOI: 10.15468/dl.6khzwn
title: Occurrence Download

description: A dataset containing 11709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muraena helena",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11709 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023395-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyfbe7
title: Occurrence Download

description: A dataset listing the 248 species recorded in GBIF matching the query:
{
 "PublishingCountry" : [
 "is Timor-Leste"
 ]
}

 The dataset's 248 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023386-251025141854904/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/13661472
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cf6cet
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parvilux ingens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 491 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023396-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6937
title: panda_anotation
DOI: 10.15468/dl.zst68w
title: Occurrence Download

description: A dataset containing 3971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triphoturus mexicanus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3971 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023398-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v6msw
title: Occurrence Download

description: A dataset containing 1109279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109279 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023387-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5xjhh
title: Occurrence Download

description: A dataset containing 9184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, NT, VU)",
 "TaxonKey is Protea",
 "Year 2020-2025"
 ]
}

 The dataset includes 9184 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023397-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.