cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.54swtf
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Greeniopsis multiflora"
 ]
}

 The dataset includes 169 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045612-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/pf3j-1z2a-jy0e
title: GAPP: NCEP ETA Model 1000mb Initial Analysis Maps. Version 1.0

description: NCEP ETA model 1000mb initial analysis map images for the GAPP period.
DOI: 10.34740/kaggle/dsv/13257602
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.gm8dum
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microcosmus squamiger",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045613-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tayzy
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Greeniopsis pubescens"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj95jp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045616-250920141307145/datasets/export for details.
DOI: 10.15468/dl.32c38k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 30,120 30,120 60,90 60,90 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045615-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17197880
title: Delete (Incorrect Upload)

description: The dataset includes three .csv files containing georeferenced occurrence points of Tithonia diversifolia in WGS84 CRS (EPSG:4326), compiled from multiple sources. Occurrence data were obtained from the Global Biodiversity Information Facility (GBIF; www.gbif.org, accessed April 15, 2025), iNaturalist (www.inaturalist.org, accessed April 15, 2025), and the Center for Agriculture and Bioscience International (CABI; www.cabi.org, accessed April 15, 2025). Additional records were retrieved through literature searches in Web of Science (WOS) and China National Knowledge Infrastructure (CNKI) using the keywords Tithonia diversifolia and Mirasolia diversifolia up to April 2025. Data cleaning involved removing duplicates, zero values, and invalid coordinates. The R package CoordinateCleaner was applied to exclude erroneous records, such as those from greenhouses, museums, or water bodies. Ten local occurrences from Guangdong Province, China, were also added and retained after spatial thinning and quality control. In total, 13,660 occurrence records were compiled, distributed as follows: 4,442 from Africa, 3,536 from North America, 2,925 from Asia, 2,010 from South America, 593 from Oceania, and 154 from Europe. To reduce spatial clustering caused by survey bias, occurrences were filtered at a spatial resolution of 5 arcmin using the SDM Toolbox v2.5 plug-in in ArcMap, consistent with the climate data resolution used in this study. After thinning, 4,337 high-quality records were retained, including 845 from the species’ native range and 3,492 from its invasive range.
DOI: 10.5281/zenodo.17197881
title: Delete (Incorrect Upload)

description: The dataset includes three .csv files containing georeferenced occurrence points of Tithonia diversifolia in WGS84 CRS (EPSG:4326), compiled from multiple sources. Occurrence data were obtained from the Global Biodiversity Information Facility (GBIF; www.gbif.org, accessed April 15, 2025), iNaturalist (www.inaturalist.org, accessed April 15, 2025), and the Center for Agriculture and Bioscience International (CABI; www.cabi.org, accessed April 15, 2025). Additional records were retrieved through literature searches in Web of Science (WOS) and China National Knowledge Infrastructure (CNKI) using the keywords Tithonia diversifolia and Mirasolia diversifolia up to April 2025. Data cleaning involved removing duplicates, zero values, and invalid coordinates. The R package CoordinateCleaner was applied to exclude erroneous records, such as those from greenhouses, museums, or water bodies. Ten local occurrences from Guangdong Province, China, were also added and retained after spatial thinning and quality control. In total, 13,660 occurrence records were compiled, distributed as follows: 4,442 from Africa, 3,536 from North America, 2,925 from Asia, 2,010 from South America, 593 from Oceania, and 154 from Europe. To reduce spatial clustering caused by survey bias, occurrences were filtered at a spatial resolution of 5 arcmin using the SDM Toolbox v2.5 plug-in in ArcMap, consistent with the climate data resolution used in this study. After thinning, 4,337 high-quality records were retained, including 845 from the species’ native range and 3,492 from its invasive range.
DOI: 10.15468/dl.75v22k
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045617-250920141307145/datasets/export for details.
DOI: 10.25919/44c8-8h38
title: Parkes observations for project P1365 semester 2025APRS_11

description: We propose a timing follow-up project for two newly discovered pulsars, J0915-6635 and J0917-6642, from the MWA-SMART survey. These pulsars were recently discovered from a blind periodic search of an 80-min SMART survey observation, with an localisation precision of 4 arcminutes. Initial flux density estimates suggest they are faint, requiring follow-up with the Parkes UWL receiver for precise timing solutions, flux density measurements, and polarimetric analysis. Initial analysis suggests a flux density 0.2-0.5 mJy for J0915-6635, and 0.1-0.3 mJy for J0917-6642 at 1.4 GHz, assuming a spectral index of -1.6. Observations with the Murriyang's UWL receiver will help enable a faster convergence to the full coherent timing solution and determine their spin and astrometric parameters, as well as further investigate this through measurements of pulsar flux densities and spectral indices. We will also perform a polarimetric analysis across a wide frequency range to better constrain the pulsars' geometries and emission properties.
DOI: 10.15468/dl.x7eaas
title: Occurrence Download

description: A dataset containing 2947827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2947827 records from 1018 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045569-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/x296-1w0j-gz12
title: GAPP: Composite Radar Imagery. Version 1.0

description: This dataset contains images generated from the the WSI NIDS 2 km national radar mosaic for the GCIP/EOP period. One image per day is loaded with a 48 hour delay. These data are provided for data browsing purposes.
DOI: 10.15468/dl.tycx6m
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Greeniopsis sibuyanensis"
 ]
}

 The dataset includes 22 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045619-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm8aen
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 30,180 30,180 60,150 60,150 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045621-250920141307145/datasets/export for details.
DOI: 10.15468/dl.5jbsvy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of ()",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 30,150 30,150 60,120 60,120 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045620-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13257642
title: OBELiX
DOI: 10.15468/dl.7pew9e
title: Occurrence Download

description: A dataset containing 136382447 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 136382447 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067938-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/89yitq
title: Replication Data for: Item-Level Heterogeneity in Value Added Models: Implications for Reliability, Cross-Study Comparability, and Effect Sizes

description: This dataverse page contains replication materials for paper entitled: "Item-Level Heterogeneity in Value Added Models: Implications for Reliability, Cross-Study Comparability, and Effect Sizes." Materials include the datasets, scripts to replicate analyses, and supplemental materials.
DOI: 10.15468/dl.qzqzqs
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-120.08961 37.28105,-120.21733 33.42833,-116.00255 32.03164,-107.18983 30.17266,-104.12454 31.9233,-104.89086 35.6376,-107.06211 38.49062,-114.59762 39.97448,-119.57872 39.58185,-120.08961 37.28105))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (814cdfb5-d4f8-4453-815f-ea5df98e76bf, 66522820-055c-11d8-b84e-b8a03c50a862, 84d451a0-644d-11de-b910-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862, 939ed180-aa7b-11db-8edf-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862, b4640710-8e03-11d8-b956-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862)",
 "TaxonKey is Heloderma suspectum"
 ]
}

 The dataset includes 494 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067939-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18077380
title: plan de masse zenodo 2
DOI: 10.5281/zenodo.18077379
title: plan de masse zenodo 2
DOI: 10.15468/dl.wmkzbg
title: Occurrence Download

description: A dataset containing 20489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buteo hemilasius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 20489 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067941-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18078492
title: Data supporting: A novel approach to long-term source attribution of ambient PM2.5 from residential solid fuel burning using the FUSTA methodology

description: This dataset contains long-term ambient PM2.5 concentration and meteorological data used to develop and apply the FUSTA methodology for attributing residential solid fuel burning (RSFB) contributions to ambient air pollution. The data cover multiple Chilean cities affected by residential heating emissions and span the period analyzed in the associated manuscript. PM2.5 concentrations were obtained from regulatory air quality monitoring stations, while meteorological variables include temperature, precipitation, and wind parameters. These datasets support the identification of spatiotemporal patterns and extreme pollution events associated with RSFB. The data are provided to ensure transparency and reproducibility of the proposed methodology and are intended for research and air quality management applications.
DOI: 10.5281/zenodo.18078493
title: Data supporting: A novel approach to long-term source attribution of ambient PM2.5 from residential solid fuel burning using the FUSTA methodology

description: This dataset contains long-term ambient PM2.5 concentration and meteorological data used to develop and apply the FUSTA methodology for attributing residential solid fuel burning (RSFB) contributions to ambient air pollution. The data cover multiple Chilean cities affected by residential heating emissions and span the period analyzed in the associated manuscript. PM2.5 concentrations were obtained from regulatory air quality monitoring stations, while meteorological variables include temperature, precipitation, and wind parameters. These datasets support the identification of spatiotemporal patterns and extreme pollution events associated with RSFB. The data are provided to ensure transparency and reproducibility of the proposed methodology and are intended for research and air quality management applications.
DOI: 10.15468/dl.5x46fh
title: Occurrence Download

description: A dataset containing 8098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eudyptes chrysocome",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 8098 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067942-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241836
title: Kaduna State School Of Nursing Wusasa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Kaduna State School Of Nursing Wusasa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241878
title: Kaduna State School Of Nursing Wusasa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Kaduna State School Of Nursing Wusasa 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.15468/dl.yu5rb5
title: Occurrence Download

description: A dataset containing 15999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rudbeckia triloba"
 ]
}

 The dataset includes 15999 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067946-251120083545085/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/14325152
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e241879
title: Kano State College of Nursing, Madobi 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Kano State College of Nursing, Madobi 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.3886/e241880
title: Dansharif college Of Nursing Sciences 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542

description: Dansharif college Of Nursing Sciences 2026/2027 Admission Form Is On Sale.Call 07076040542 To Apply and further admission assistance. Call Admin +2347076040542
DOI: 10.15468/dl.a8mmp2
title: Occurrence Download

description: A dataset containing 1133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Automolus paraensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1133 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067947-251120083545085/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.30960281
title: Resource Files - Alladin, Esnard and Samlal 2026

description: Statistics anxiety is recognised as a major challenge facing students at all academic levels. It particularly affects their performance in statistics and research methods courses. This study investigates changes in students’ statistics anxiety based on the perceived utility of learning resources and class attendance within an introductory statistics course. Through the application of social cognition theory, we also examine the role of previous performance in mathematics, perceived competence in mathematics, and statistical self-efficacy as contributors to statistics anxiety. A quasi-experimental approach was used with undergraduate students completing a survey at the start and end of an introductory statistics course. Paired sample t-tests indicated a significant reduction in statistics anxiety. Additionally, Pearson correlation points to negative correlations between posttest statistics anxiety scores, perceived competence in mathematics, and statistical self-efficacy. Using hierarchical regression, class attendance was found to predict posttest statistics anxiety, with the smaller classes having a greater impact on statistics anxiety. These findings highlight the need for further interrogation of the role of class size and classroom activities with explorations of how these may reduce students’ statistics anxieties.
DOI: 10.6084/m9.figshare.30960281.v1
title: Resource Files - Alladin, Esnard and Samlal 2026

description: Statistics anxiety is recognised as a major challenge facing students at all academic levels. It particularly affects their performance in statistics and research methods courses. This study investigates changes in students’ statistics anxiety based on the perceived utility of learning resources and class attendance within an introductory statistics course. Through the application of social cognition theory, we also examine the role of previous performance in mathematics, perceived competence in mathematics, and statistical self-efficacy as contributors to statistics anxiety. A quasi-experimental approach was used with undergraduate students completing a survey at the start and end of an introductory statistics course. Paired sample t-tests indicated a significant reduction in statistics anxiety. Additionally, Pearson correlation points to negative correlations between posttest statistics anxiety scores, perceived competence in mathematics, and statistical self-efficacy. Using hierarchical regression, class attendance was found to predict posttest statistics anxiety, with the smaller classes having a greater impact on statistics anxiety. These findings highlight the need for further interrogation of the role of class size and classroom activities with explorations of how these may reduce students’ statistics anxieties.
DOI: 10.15468/dl.xrj44e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhamphus cardosoi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067948-251120083545085/datasets/export for details.
DOI: 10.15468/dl.rswk44
title: Occurrence Download

description: A dataset listing the 4137764 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4137764 records were derived from 87991 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dx9yb
title: Occurrence Download

description: A dataset containing 1742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Archosargus rhomboidalis"
 ]
}

 The dataset includes 1742 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067949-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17881999
title: GIS-MLLA Prototype Survey Result
title: Survey Result

description: We recruited 30 undergraduate students from a private university in Indonesia via convenience sampling with purposive screening for smartphone ownership and basic English proficiency (A2–B1 CEFR, self-reported). Participants ranged in age from 19 to 24 (M = 21.3), represented 5 different academic programs, and had varied mobile app experience. They all gave their consent after being informed, and the research received the permission from the ethics committee of the university.
DOI: 10.5281/zenodo.17881998
title: GIS-MLLA Prototype Survey Result
title: Survey Result

description: We recruited 30 undergraduate students from a private university in Indonesia via convenience sampling with purposive screening for smartphone ownership and basic English proficiency (A2–B1 CEFR, self-reported). Participants ranged in age from 19 to 24 (M = 21.3), represented 5 different academic programs, and had varied mobile app experience. They all gave their consent after being informed, and the research received the permission from the ethics committee of the university.
DOI: 10.15468/dl.9nvjhb
title: Occurrence Download

description: A dataset containing 67947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rudbeckia hirta"
 ]
}

 The dataset includes 67947 records from 573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067943-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.