cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.864u6k
title: Occurrence Download

description: A dataset containing 12097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "TaxonKey is Acer palmatum"
 ]
}

 The dataset includes 12097 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034816-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6bayd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ischikauia steenackeri",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034818-251025141854904/datasets/export for details.
DOI: 10.15468/dl.twx6w3
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.6188 23.84913, -109.4688 23.84913, -109.4688 23.99913, -109.6188 23.99913, -109.6188 23.84913))"
 ]
}

 The dataset includes 163 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034819-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skq84b
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.4688 23.84913, -109.3188 23.84913, -109.3188 23.99913, -109.4688 23.99913, -109.4688 23.84913))"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034821-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttnm4f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jenynsia multidentata",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034820-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17614436
title: Emotional Intelligence, Long-Term Orientation, Longevity SMEs

description: SMEs are one of the key pillars of Indonesia’s economy and a fundamental catalyst for driving decent work, inclusive economic growth, and industrial innovation. However, as many SMEs working in the F&B industry would know, it’s not easy to keep your business afloat following those first few years post-setup. This research examines the role of emotional intelligence (EI) and long-term orientation (LTO) on SME survival using Stewardship Theory as the theoretical framework. Quantitative survey responses from 107 SME owner-managers are analyzed using Partial Least Squares–Structural Equation Modelling (PLS-SEM) to examine relationships, direct and mediating. Findings show that EI significantly contributes to long term business survival directly and indirectly, mediated through LTO. Leaders with emotional attunement are more adept at creating loyalty/trust, handling stress, and directing team motivation for long-term returns. The results expand Stewardship Theory by casting EI as a psychological driver that facilitates strategic foresight and organizational commitment. For practitioners, the research highlights the need to cultivate emotional and relational capabilities to enhance SMEs’ capacity for adaptation and resilience, key factors of sustainable enterprises that promote decent work, economic development and industry innovation. This basis expands our knowledge of how inner leadership traits affect developing economy business sustainability in the long run.
DOI: 10.5281/zenodo.17614437
title: Emotional Intelligence, Long-Term Orientation, Longevity SMEs

description: SMEs are one of the key pillars of Indonesia’s economy and a fundamental catalyst for driving decent work, inclusive economic growth, and industrial innovation. However, as many SMEs working in the F&B industry would know, it’s not easy to keep your business afloat following those first few years post-setup. This research examines the role of emotional intelligence (EI) and long-term orientation (LTO) on SME survival using Stewardship Theory as the theoretical framework. Quantitative survey responses from 107 SME owner-managers are analyzed using Partial Least Squares–Structural Equation Modelling (PLS-SEM) to examine relationships, direct and mediating. Findings show that EI significantly contributes to long term business survival directly and indirectly, mediated through LTO. Leaders with emotional attunement are more adept at creating loyalty/trust, handling stress, and directing team motivation for long-term returns. The results expand Stewardship Theory by casting EI as a psychological driver that facilitates strategic foresight and organizational commitment. For practitioners, the research highlights the need to cultivate emotional and relational capabilities to enhance SMEs’ capacity for adaptation and resilience, key factors of sustainable enterprises that promote decent work, economic development and industry innovation. This basis expands our knowledge of how inner leadership traits affect developing economy business sustainability in the long run.
DOI: 10.15468/dl.g8rctw
title: Occurrence Download

description: A dataset containing 12091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Oceania)",
 "Geometry POLYGON((7.55396 -27.04313,22.68303 -27.52595,36.04165 -38.1485,121.98756 -26.07744,159.64924 -57.30123,158.68357 76.12413,-8.05791 37.17487,7.55396 -27.04313))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hydrocotyle sibthorpioides"
 ]
}

 The dataset includes 12091 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034822-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8sfpg
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.3188 23.84913, -109.1688 23.84913, -109.1688 23.99913, -109.3188 23.99913, -109.3188 23.84913))"
 ]
}

 The dataset includes 59 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034825-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thzfxr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jordanella floridae",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034826-251025141854904/datasets/export for details.
DOI: 10.15468/dl.2s4n2y
title: Occurrence Download

description: A dataset containing 19956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Lontra canadensis"
 ]
}

 The dataset includes 19956 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034824-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17614440
title: From the feed to the cart: The role of influencers credibility and parasocial interaction in the purchase of beauty products sector

description: El cuestionario propuesto tiene como objetivo principal evaluar la influencia de los influencers de belleza en los consumidores peruanos, analizando desde la confianza que transmiten en sus publicaciones de marca hasta la urgencia de compra impulsiva; teniendo como mediadores la interacción parasocial y el conocimiento persuasivo.
DOI: 10.5281/zenodo.17614441
title: From the feed to the cart: The role of influencers credibility and parasocial interaction in the purchase of beauty products sector

description: El cuestionario propuesto tiene como objetivo principal evaluar la influencia de los influencers de belleza en los consumidores peruanos, analizando desde la confianza que transmiten en sus publicaciones de marca hasta la urgencia de compra impulsiva; teniendo como mediadores la interacción parasocial y el conocimiento persuasivo.
DOI: 10.15468/dl.3snbrr
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.1688 23.84913, -109.0188 23.84913, -109.0188 23.99913, -109.1688 23.99913, -109.1688 23.84913))"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034828-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a9azp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Julidochromis regani",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034829-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17614390
title: Underwater images collected by an No key for platform in Ilot-Sancho, Mauritius - 2018-12-09

description: This dataset was collected by an No key for platform in Ilot-Sancho, Mauritius - 2018-12-09. 

            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: 10.15468/dl.tvtcy6
title: Occurrence Download

description: A dataset containing 2414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ipomoea pubescens, Ipomoea thurberi, Ipomoea gilana, Ipomoea lindheimeri)"
 ]
}

 The dataset includes 2414 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034830-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwd4ff
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.0188 23.84913, -108.8688 23.84913, -108.8688 23.99913, -109.0188 23.99913, -109.0188 23.84913))"
 ]
}

 The dataset includes 94 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034831-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zwsuy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Knipowitschia caucasica",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034832-251025141854904/datasets/export for details.
DOI: 10.15468/dl.2t8vcp
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.8688 23.84913, -108.7188 23.84913, -108.7188 23.99913, -108.8688 23.99913, -108.8688 23.84913))"
 ]
}

 The dataset includes 637 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034833-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjvya8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kryptopterus bicirrhis",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034834-251025141854904/datasets/export for details.
DOI: 10.15468/dl.2vrngc
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.7188 23.84913, -108.5688 23.84913, -108.5688 23.99913, -108.7188 23.99913, -108.7188 23.84913))"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034835-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knz39p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kuhlia malo",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034836-251025141854904/datasets/export for details.
DOI: 10.15468/dl.d7v4xb
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia ungulata"
 ]
}

 The dataset includes 751 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034837-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17614427
title: SMILES Biohack 2025 Munich

description: This is a part of biohack 2025 Munich Hackathon. Reproduction of https://www.nature.com/articles/s41592-025-02781-5 and https://www.nature.com/articles/s41467-018-06500-x papers with additional data cleaning and EDA.
DOI: 10.5281/zenodo.17614505
title: Global Biotic Interactions: GloBI, the associations resource

description: Global Biotic Interactions (GloBI) provides an infrastructure and data service that aggregates or combines existing biotic interaction datasets to provide easy access to biotic interaction data.
https://eol-jira.bibalex.org/browse/DATA-1812
DOI: 10.5281/zenodo.13321022
title: Global Biotic Interactions: GloBI, the associations resource

description: Global Biotic Interactions (GloBI) provides an infrastructure and data service that aggregates or combines existing biotic interaction datasets to provide easy access to biotic interaction data.
https://eol-jira.bibalex.org/browse/DATA-1812
DOI: 10.15468/dl.hfb2an
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 23.84913, -108.4188 23.84913, -108.4188 23.99913, -108.5688 23.99913, -108.5688 23.84913))"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034838-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh9x2v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kuhlia rupestris",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034839-251025141854904/datasets/export for details.
DOI: 10.15468/dl.prtuyv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 23.84913, -108.2688 23.84913, -108.2688 23.99913, -108.4188 23.99913, -108.4188 23.84913))"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034840-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24nv9k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo bata",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034841-251025141854904/datasets/export for details.
DOI: 10.15468/dl.cpk4uv
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 23.84913, -108.1188 23.84913, -108.1188 23.99913, -108.2688 23.99913, -108.2688 23.84913))"
 ]
}

 The dataset includes 57 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034842-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgjhnp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo calbasu",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034843-251025141854904/datasets/export for details.
DOI: 10.6084/m9.figshare.30626745
title: Supplementary Material from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Declarations.txt
DOI: 10.6084/m9.figshare.30626745.v1
title: Supplementary Material from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Declarations.txt
DOI: 10.6084/m9.figshare.30626751
title: Electronic Supplementary Material 3 README from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Data description
DOI: 10.6084/m9.figshare.30626751.v1
title: Electronic Supplementary Material 3 README from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Data description
DOI: 10.6084/m9.figshare.30626754
title: Electronic Supplementary Material 3 code from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: R code used to analyze the data and creates the figures
DOI: 10.6084/m9.figshare.30626754.v1
title: Electronic Supplementary Material 3 code from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: R code used to analyze the data and creates the figures
DOI: 10.6084/m9.figshare.30626760
title: Electronic Supplementary Material 2 gllvm results from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Model output from the Generalized Linear Latent Variable Model
DOI: 10.6084/m9.figshare.30626760.v1
title: Electronic Supplementary Material 2 gllvm results from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Model output from the Generalized Linear Latent Variable Model
DOI: 10.6084/m9.figshare.30626766
title: Electronic Supplementary Material 3 data from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Data used for the analyses
DOI: 10.6084/m9.figshare.30626766.v1
title: Electronic Supplementary Material 3 data from Composite effects of fire and seismic lines reduce non-native plant infiltration along roads in a western North American boreal forest

description: Data used for the analyses
DOI: 10.15468/dl.j3fjks
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.1188 23.84913, -107.9688 23.84913, -107.9688 23.99913, -108.1188 23.99913, -108.1188 23.84913))"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034844-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.