cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hedmy4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036636-250717081556266/datasets/export for details.
DOI: 10.15468/dl.zvg2bz
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylocereus undatus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036635-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p93dbz
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 360 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036637-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zj9dk6
title: Occurrence Download

description: A dataset containing 5399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chenopodium"
 ]
}

 The dataset includes 5399 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036639-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v796y8
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microula sikkimensis"
 ]
}

 The dataset includes 974 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036640-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en4bar
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruta chalepensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036641-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2bubn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nopalea cochenillifera",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036643-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16395012
title: Five-Class Flood Susceptibility Mapping Dataset with Imbalanced Labels

description: This dataset contains spatial environmental variables and corresponding five-class flood susceptibility labels (ranging from 0 to 4). It is designed for use in machine learning-based flood risk modeling and explainable artificial intelligence (XAI) applications. The dataset is imbalanced, with the majority of instances representing lower-risk categories and significantly fewer samples in higher-risk classes. The associated source code is publicly available at: https://github.com/shuimuxuanwo/Flood_Susceptibility_Modeling.
DOI: 10.5281/zenodo.16395013
title: Five-Class Flood Susceptibility Mapping Dataset with Imbalanced Labels

description: This dataset contains spatial environmental variables and corresponding five-class flood susceptibility labels (ranging from 0 to 4). It is designed for use in machine learning-based flood risk modeling and explainable artificial intelligence (XAI) applications. The dataset is imbalanced, with the majority of instances representing lower-risk categories and significantly fewer samples in higher-risk classes. The associated source code is publicly available at: https://github.com/shuimuxuanwo/Flood_Susceptibility_Modeling.
DOI: 10.15468/dl.fkbv97
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is Finland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 404 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036642-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyx7cc
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((105.47 31.7,111.27 31.7,111.27 39.59,105.47 39.59,105.47 31.7))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Triticum aestivum"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036644-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aajuq8
title: Occurrence Download

description: A dataset containing 5989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5989 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036645-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtcqcz
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 152 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036646-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfkw5z
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania itambana"
 ]
}

 The dataset includes 80 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036647-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu8ju6
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 392 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036648-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zr8kf
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 373 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036649-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67amgx
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036651-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkyych
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036650-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5y2q7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036652-250717081556266/datasets/export for details.
DOI: 10.15468/dl.th72kq
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1703 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036654-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wux72t
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caesalpinia bonduc",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036657-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ed5dw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036655-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjxz87
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1241 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036656-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a9z9v
title: Occurrence Download

description: A dataset containing 19206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania micrantha"
 ]
}

 The dataset includes 19206 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036653-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16395695
title: Psychological well-being and Happiness among refugee entrepreneurs in Uganda

description: The study explores the role of mindfulness and grit in entrepeneurial success and happiness and well-being of refugee entrepreneurs
DOI: 10.5281/zenodo.16395696
title: Psychological well-being and Happiness among refugee entrepreneurs in Uganda

description: The study explores the role of mindfulness and grit in entrepeneurial success and happiness and well-being of refugee entrepreneurs
DOI: 10.15468/dl.hf96x4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((105.47 31.42,111.27 31.42,111.27 39.59,105.47 39.59,105.47 31.42))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zea"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036658-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amwu4b
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 891 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036661-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.854ref
title: Occurrence Download

description: A dataset containing 6385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Loxodonta africana"
 ]
}

 The dataset includes 6385 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036660-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf5kfz
title: Occurrence Download

description: A dataset containing 2404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2404 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036662-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7qf8qtw
title: Marsh and Beach Sediment and Soil Ramped PyrOx 14C Data, Grand Isle and Bay Jimmy LA, June-July 2010
DOI: 10.15468/dl.nv5vhv
title: Occurrence Download

description: A dataset containing 28053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pinguicula alpina"
 ]
}

 The dataset includes 28053 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036659-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6983qd
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polypodiodes"
 ]
}

 The dataset includes 484 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036663-250717081556266/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.29631905
title: Ecology and Evolution - Manuscript ID ECE-2025-07-01906.zip

description: This is the dataset storing the ecological niche model (ENM) analysis of <i>Nepenthes</i><i> mirabilis</i>
DOI: 10.6084/m9.figshare.29631905.v1
title: Ecology and Evolution - Manuscript ID ECE-2025-07-01906.zip

description: This is the dataset storing the ecological niche model (ENM) analysis of <i>Nepenthes</i><i> mirabilis</i>
DOI: 10.15468/dl.ddr5kj
title: Occurrence Download

description: A dataset containing 2503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania psilostachya"
 ]
}

 The dataset includes 2503 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036664-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fff6mf
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 546 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036665-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6guqwt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036666-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd4gfy
title: Occurrence Download

description: A dataset containing 9907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9907 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036667-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxwnfj
title: Occurrence Download

description: A dataset containing 326268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paris quadrifolia"
 ]
}

 The dataset includes 326268 records from 1098 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036590-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2tp2c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reptilia",
 "Year is 1978"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005450-250426092105405/datasets/export for details.
DOI: 10.5281/zenodo.15299868
title: Dataset for Enhancing Camera-based Indoor Positioning with Neural Networks
title: Empty Corridor Videos Captured by Smartphone at UPJŠ

description: This dataset was created for the purposes of a master's thesis focused on vision-based indoor positioning through video classification using neural networks. It contains smartphone-captured videos of empty indoor corridors at the University of Pavol Jozef Šafárik (Jesenná 5 and Park Angelinum buildings) in Košice, Slovakia. Each video consists of 50 frames and the dataset contains both original and augmented data to enrich the training set.

The dataset is organized into 9 classes, each corresponding to a distinct but spatially connected corridor segment. The spatial layout and relationships between these segments are illustrated in the accompanying file floorplan_with_segments.png.

 

Note: In line with the thesis' focus on privacy and anonymisation, only videos featuring empty corridors are publicly available. Videos containing individuals were deliberately excluded in order to maintain privacy standards.
DOI: 10.5281/zenodo.15299869
title: Dataset for Enhancing Camera-based Indoor Positioning with Neural Networks
title: Empty Corridor Videos Captured by Smartphone at UPJŠ

description: This dataset was created for the purposes of a master's thesis focused on vision-based indoor positioning through video classification using neural networks. It contains smartphone-captured videos of empty indoor corridors at the University of Pavol Jozef Šafárik (Jesenná 5 and Park Angelinum buildings) in Košice, Slovakia. Each video consists of 50 frames and the dataset contains both original and augmented data to enrich the training set.

The dataset is organized into 9 classes, each corresponding to a distinct but spatially connected corridor segment. The spatial layout and relationships between these segments are illustrated in the accompanying file floorplan_with_segments.png.

 

Note: In line with the thesis' focus on privacy and anonymisation, only videos featuring empty corridors are publicly available. Videos containing individuals were deliberately excluded in order to maintain privacy standards.
DOI: 10.15468/dl.rqdq76
title: Occurrence Download

description: A dataset containing 6125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asthenes ottonis (Berlepsch, 1901)"
 ]
}

 The dataset includes 6125 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005451-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc66hq
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus debilis insidior (Girard, 1854))"
 ]
}

 The dataset includes 155 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005456-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqrtmv
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Notophthalmus viridescens piaropicola (Schwartz & Duellman, 1952))"
 ]
}

 The dataset includes 252 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005454-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uwdhz
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cnidoscolus aconitifolius (Mill.) I.M.Johnst."
 ]
}

 The dataset includes 89 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005457-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.