cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w6mur2
title: Occurrence Download

description: A dataset containing 65218 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina"
 ]
}

 The dataset includes 65218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030421-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg6dae
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium sayeri Schltr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020325-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt6tv3
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrmecophaga tridactyla Linnaeus, 1758"
 ]
}

 The dataset includes 394 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205940-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xflho
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1990-2020",
 "HasCoordinate is true",
 "TaxonKey is Capsicum pubescens Ruiz & Pav.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 178 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048559-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qs7f76
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus yaracuyanus (Mijares-Urrutia & Rivero, 2000)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298040-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs4e8d
title: Occurrence Download

description: A dataset containing 5245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Venezuela (Bolivarian Republic of), Philippines, Jamaica)",
 "DatasetKey is Cornell University Plant Pathology Herbarium",
 "Geometry POLYGON((-180 0,180 0,180 30,-180 30,-180 0))",
 "License is CC0 1.0"
 ]
}

 The dataset includes 5245 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027752-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ojeicl
title: Occurrence Download

description: A dataset containing 1402 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database on reference specimens for medicinal plants of the Rubiaceae family, conserved at the CNARP herbarium"
 ]
}

 The dataset includes 1402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010738-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4n7mj
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mytella strigata (Hanley, 1843)"
 ]
}

 The dataset includes 738 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307346-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iymlev
title: Occurrence Download

description: A dataset containing 8102 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is tef-database"
 ]
}

 The dataset includes 8102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010742-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5pu8j
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Occurrence evidence)",
 "Geometry POLYGON((-98.29796 15.80792,-94.17611 15.80792,-94.17611 19.48497,-98.29796 19.48497,-98.29796 15.80792))",
 "TaxonKey is Procyon Storr, 1780",
 "Year 1960-2023"
 ]
}

 The dataset includes 287 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027729-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rax989
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telmatobius degener Wiens, 1993"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307348-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pganud
title: Occurrence Download

description: A dataset containing 1133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachyphrynium braunianum (K.Schum.) Baker"
 ]
}

 The dataset includes 1133 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017705-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm2x62
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melursus ursinus (Shaw, 1791)"
 ]
}

 The dataset includes 261 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010746-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q7qd2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachys copeana Kabeer & V.J.Nair"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017715-230810091245214/datasets/export for details.
DOI: 10.15468/dl.ehajys
title: Occurrence Download

description: A dataset containing 1821 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Microalgues de l'ATBI Parc National du Mercantour / Parco Naturale Alpi Marittime (Rapports A. Couté)"
 ]
}

 The dataset includes 1821 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010757-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqnhh8
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microhyla borneensis Parker, 1928"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307359-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne8cp4
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum banaticum Schrad."
 ]
}

 The dataset includes 178 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027759-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kygd6m
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Verbascum hervieri Degen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018454-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbf9br
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedinophyceae",
 "HasCoordinate is true",
 "Country is one of (Norway)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229994-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amoa4g
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hygrophila difformis (L.fil.) Blume",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001083-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgjrqq
title: Occurrence Download

description: A dataset containing 8744 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschynomene indica L."
 ]
}

 The dataset includes 8744 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034444-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a86g5
title: Occurrence Download

description: A dataset containing 35470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Odontarrhena alpestris (L.) Ledeb., Odontarrhena argentea (All.) Ledeb., Alyssum alyssoides (L.) L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 35470 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229989-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvgsvp
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchocyon chrysopygus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 149 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036924-251120083545085/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/13942870
title: rice_blast
DOI: 10.15468/dl.6dhc4d
title: Occurrence Download

description: A dataset containing 8436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia mustela",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8436 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036926-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfc5u5
title: Occurrence Download

description: A dataset containing 27046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.62 -13.12,-69.27 -13.12,-69.27 -12.83,-71.62 -12.83,-71.62 -13.12))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 27046 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036928-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfxvsm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchocyon udzungwensis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036929-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57fjg2
title: Occurrence Download

description: A dataset containing 30743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 30743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036927-251120083545085/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/14057503
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.ywnnyx
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulalia ornata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 476 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036933-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jysyxa
title: Occurrence Download

description: A dataset containing 30743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 30743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036932-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z5bef
title: Occurrence Download

description: A dataset containing 500000 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 500,000 plant Specimens from PE Herbarium in China from 1950 to 1999"
 ]
}

 The dataset includes 500000 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036923-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntjmk4
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhyncholestes raphanurus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036935-251120083545085/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/14057571
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.2fmncm
title: Occurrence Download

description: A dataset containing 30743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 30743 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036934-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jjvuu
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera uncia"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036936-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/duerer.online.6936900a5ed50
title: Bildnis der sogenannten Fürlegerin mit geflochtenem Haar, 188557
DOI: 10.6084/m9.figshare.30818738
title: <i>A Self-Determination Theory-informed Deep Work Intervention for Enhancing Focus and Flourishing of University Students</i>

description: Aim: This study aimed to evaluate an intervention grounded in the principles of DW, integrating components from Self-Determination Theory (SDT) and the PERMA model, to enhance focus, engagement, and well-being among university students. Method: Eight participants were selected for a 6-session intervention program employing a non-concurrent, multiple baseline case series design. Outcome measures were assessed using the Deep and Effortless Concentration Scale (DEC), the PERMA-Profile, the Basic Need Satisfaction Scale (BNS), the Smartphone Distraction Scale (SDS), and the Utrecht Work Engagement Scale. Visual analysis and interrupted time series analysis (ITSA) were done. Result: Findings revealed a statistically significant immediate effect on DW skills (b=20.30, p=.032; τu=.975 (p &lt; 0.001), indicating a marked short-term gain in students’ ability for sustained and undistraction concentration. Furthermore, the overall model for flourishing was significant [R² = .221, F(5, 82) = 4.659, p = .001], suggesting the intervention’s broader influence on students’ well-being.
DOI: 10.6084/m9.figshare.30818738.v1
title: <i>A Self-Determination Theory-informed Deep Work Intervention for Enhancing Focus and Flourishing of University Students</i>

description: Aim: This study aimed to evaluate an intervention grounded in the principles of DW, integrating components from Self-Determination Theory (SDT) and the PERMA model, to enhance focus, engagement, and well-being among university students. Method: Eight participants were selected for a 6-session intervention program employing a non-concurrent, multiple baseline case series design. Outcome measures were assessed using the Deep and Effortless Concentration Scale (DEC), the PERMA-Profile, the Basic Need Satisfaction Scale (BNS), the Smartphone Distraction Scale (SDS), and the Utrecht Work Engagement Scale. Visual analysis and interrupted time series analysis (ITSA) were done. Result: Findings revealed a statistically significant immediate effect on DW skills (b=20.30, p=.032; τu=.975 (p &lt; 0.001), indicating a marked short-term gain in students’ ability for sustained and undistraction concentration. Furthermore, the overall model for flourishing was significant [R² = .221, F(5, 82) = 4.659, p = .001], suggesting the intervention’s broader influence on students’ well-being.
DOI: 10.57760/sciencedb.space.03393
title: Dataset and model for the paper "Tackling Small Lunar Impact Crater Classification: A Novel Augmented Dataset and Enhanced Deep Learning Framework"
title: Dataset and model for the paper "Tackling Small Lunar Impact Crater Classification: A Novel Augmented Dataset and Enhanced Deep Learning Framework"

description: This study proposes a classification framework based on an optimised YOLOv7 model, specifically designed for multi-type small crater identification. We developed the Small Crater Augmented Dataset (SCAD), employing advanced data augmentation strategies to address class imbalance, notably enhancing representation of rare morphologies (flat-bottomed craters, central mounds, and concentric craters). The model integrates focus loss to mitigate class imbalance and adopts efficient intersection-over-union ratio optimisation to enhance boundary detection accuracy.
description: This study proposes a classification framework based on an optimised YOLOv7 model, specifically designed for multi-type small crater identification. We developed the Small Crater Augmented Dataset (SCAD), employing advanced data augmentation strategies to address class imbalance, notably enhancing representation of rare morphologies (flat-bottomed craters, central mounds, and concentric craters). The model integrates focus loss to mitigate class imbalance and adopts efficient intersection-over-union ratio optimisation to enhance boundary detection accuracy.