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

description: A dataset containing 23841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 23841 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001390-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6d3ud
title: Occurrence Download

description: A dataset containing 6337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bocconia frutescens L."
 ]
}

 The dataset includes 6337 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001387-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x94x42
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((125.0381 46.50771, 125.2055 46.50771, 125.2055 46.63812, 125.0381 46.63812, 125.0381 46.50771))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001392-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysfynd
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus caryophyllus L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186919-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhanhp
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Tamarindus indica L."
 ]
}

 The dataset includes 1844 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbchwg
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Ocotea catharinensis Mez",
 "Year 1910-2023"
 ]
}

 The dataset's 1 records were derived from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275337-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mduch3
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.16_1",
 "TaxonKey is Coffea arabica L."
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186926-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9eaqk
title: Occurrence Download

description: A dataset containing 8765733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8765733 records from 1634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202127-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3y9ce
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 1900",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 65 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006317-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14064127
title: Data and code for "Assessing the spatial scale of synchrony in forest tree population dynamics"

description: The data sets and code provided here facilitate reproduction of our results from this paper on synchrony of forest tree population dynamics. 

Description of the data and file structure

The analyses in the paper were conducted at three scales, and each involves its own data files:



Local scale: The relevant data files are named, e.g., "BCI1-7,L=250m,dbh=100mm.Rdata", where "BCI1-7" indicates the ForestGEO site name  ("BCI") and census intervals (1 to 7 for BCI), "L=250m" indicates the quadrat size, and "dbh=100mm" indicates the diameter-at-breast height (DBH) threshold used. There are 12 such files (two ForestGEO plots--BCI and Pasoh--times three quadrat sizes times two DBH thresholds).  Each file contains a single list "N_all", whose length is equal to the number of quadrats at the given grain. Each element in the list is a data frame containing mean census times (in days), tree species' population sizes and number of survivors across the two censuses for the corresponding quadrat.

Regional scale: The relevant data files are "Marena_data,dbh=100mm,spp_anonymised.Rdata" and "Marena_data,dbh=100mm,spp_anonymised.Rdata". Each file contains three objects: "dists" is a matrix giving the distances between all pairs of sites; "N_all1" is a list with one element for each plot, and each element being a data frame with (anonymised) species ids in the first column and abundances in the remaining columns (column names give mean census dates in days); "S_all1" has a similar structure to "N_all1" except that the data give numbers of survivors from any given census to any subsequent census (column headings indicate the two census numbers).

Global scale: The relevant data files are "global_data,dbh=10mm,spp_anonymised.Rdata" and "global_data,dbh=100mm,spp_anonymised.Rdata". The data in the files have the same structure as in the regional-scale files.
DOI: 10.5281/zenodo.14064128
title: Data and code for "Assessing the spatial scale of synchrony in forest tree population dynamics"

description: The data sets and code provided here facilitate reproduction of our results from this paper on synchrony of forest tree population dynamics. 

Description of the data and file structure

The analyses in the paper were conducted at three scales, and each involves its own data files:



Local scale: The relevant data files are named, e.g., "BCI1-7,L=250m,dbh=100mm.Rdata", where "BCI1-7" indicates the ForestGEO site name  ("BCI") and census intervals (1 to 7 for BCI), "L=250m" indicates the quadrat size, and "dbh=100mm" indicates the diameter-at-breast height (DBH) threshold used. There are 12 such files (two ForestGEO plots--BCI and Pasoh--times three quadrat sizes times two DBH thresholds).  Each file contains a single list "N_all", whose length is equal to the number of quadrats at the given grain. Each element in the list is a data frame containing mean census times (in days), tree species' population sizes and number of survivors across the two censuses for the corresponding quadrat.

Regional scale: The relevant data files are "Marena_data,dbh=100mm,spp_anonymised.Rdata" and "Marena_data,dbh=100mm,spp_anonymised.Rdata". Each file contains three objects: "dists" is a matrix giving the distances between all pairs of sites; "N_all1" is a list with one element for each plot, and each element being a data frame with (anonymised) species ids in the first column and abundances in the remaining columns (column names give mean census dates in days); "S_all1" has a similar structure to "N_all1" except that the data give numbers of survivors from any given census to any subsequent census (column headings indicate the two census numbers).

Global scale: The relevant data files are "global_data,dbh=10mm,spp_anonymised.Rdata" and "global_data,dbh=100mm,spp_anonymised.Rdata". The data in the files have the same structure as in the regional-scale files.
DOI: 10.15468/dl.vhhu2r
title: Occurrence Download

description: A dataset containing 16118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "TaxonKey is Hypericum perforatum L."
 ]
}

 The dataset includes 16118 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006318-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abtmfx
title: Occurrence Download

description: A dataset containing 5593192 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 5593192 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006292-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt394p
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pacifastacus leniusculus (Dana, 1852)",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 362 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006319-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14063123
title: Machine Learning Articles Extracted from Google Scholar

description: This dataset was created as part of a web scraping practice aimed at capturing academic information from Google Scholar. It contains data on Machine Learning research articles, including the article's title, authors, summary, direct link, citation count, and APA reference. This dataset was collected using Python and Selenium to develop skills in web scraping tools for extracting data from websites with dynamic content.

The dataset was generated specifically as part of an academic exercise to learn and apply web scraping techniques, without a deep analysis intent for the data obtained. This dataset is intended as a resource for learning and evaluating the methods used in web data collection.

Included Fields:



title: Title of the research article.

link: Direct link to the article.

authors: Names of the article’s authors.

description: Summary or brief description of the article.

citations: Number of times the article has been cited on Google Scholar.

APA_citation: APA-formatted citation of the article.


This dataset was created solely for educational purposes and to demonstrate the application of web scraping techniques in a controlled environment.
description: Este dataset fue creado como parte de una práctica de web scraping orientada a capturar información académica desde Google Scholar. Contiene datos sobre artículos de investigación en Machine Learning, tales como el título del artículo, autores, resumen, enlace directo al artículo, número de citas, y la referencia en formato APA. Este conjunto de datos fue recolectado utilizando Python y Selenium, con el fin de desarrollar habilidades en el uso de herramientas de scraping para la extracción de datos en sitios web con contenido dinámico.

El dataset fue generado específicamente como parte de una práctica académica para aprender y aplicar técnicas de web scraping, sin un propósito de análisis en profundidad de los datos obtenidos. Se espera que este dataset sirva como recurso para el aprendizaje y la evaluación de los métodos empleados en la recolección de datos de la web.

Campos incluidos:



title: Título del artículo de investigación.

link: Enlace directo al artículo.

authors: Nombres de los autores del artículo.

description: Resumen o descripción breve del artículo.

citations: Número de veces que el artículo ha sido citado en Google Scholar.

APA_citation: Cita del artículo en formato APA.


Este dataset fue creado exclusivamente para fines educativos y para demostrar la aplicación de técnicas de web scraping en un entorno controlado.
DOI: 10.5281/zenodo.14063124
title: Machine Learning Articles Extracted from Google Scholar

description: This dataset was created as part of a web scraping practice aimed at capturing academic information from Google Scholar. It contains data on Machine Learning research articles, including the article's title, authors, summary, direct link, citation count, and APA reference. This dataset was collected using Python and Selenium to develop skills in web scraping tools for extracting data from websites with dynamic content.

The dataset was generated specifically as part of an academic exercise to learn and apply web scraping techniques, without a deep analysis intent for the data obtained. This dataset is intended as a resource for learning and evaluating the methods used in web data collection.

Included Fields:



title: Title of the research article.

link: Direct link to the article.

authors: Names of the article’s authors.

description: Summary or brief description of the article.

citations: Number of times the article has been cited on Google Scholar.

APA_citation: APA-formatted citation of the article.


This dataset was created solely for educational purposes and to demonstrate the application of web scraping techniques in a controlled environment.
description: Este dataset fue creado como parte de una práctica de web scraping orientada a capturar información académica desde Google Scholar. Contiene datos sobre artículos de investigación en Machine Learning, tales como el título del artículo, autores, resumen, enlace directo al artículo, número de citas, y la referencia en formato APA. Este conjunto de datos fue recolectado utilizando Python y Selenium, con el fin de desarrollar habilidades en el uso de herramientas de scraping para la extracción de datos en sitios web con contenido dinámico.

El dataset fue generado específicamente como parte de una práctica académica para aprender y aplicar técnicas de web scraping, sin un propósito de análisis en profundidad de los datos obtenidos. Se espera que este dataset sirva como recurso para el aprendizaje y la evaluación de los métodos empleados en la recolección de datos de la web.

Campos incluidos:



title: Título del artículo de investigación.

link: Enlace directo al artículo.

authors: Nombres de los autores del artículo.

description: Resumen o descripción breve del artículo.

citations: Número de veces que el artículo ha sido citado en Google Scholar.

APA_citation: Cita del artículo en formato APA.


Este dataset fue creado exclusivamente para fines educativos y para demostrar la aplicación de técnicas de web scraping en un entorno controlado.
DOI: 10.15468/dl.ztmerf
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-959.0",
 "Geometry POLYGON((-89.19763 23.80865,-77.63589 23.80865,-77.63589 31.79176,-89.19763 31.79176,-89.19763 23.80865))",
 "TaxonKey is Lygodium microphyllum (Cav.) R.Br."
 ]
}

 The dataset includes 616 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006320-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqcqvd
title: Occurrence Download

description: A dataset containing 143061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ondatra zibethicus (Linnaeus, 1766)",
 "DatasetKey is one of (VMM - Rat control occurrences in Flanders, Belgium, Muskrat captures in Flanders, Belgium, MICA - Muskrat occurrences collected by RATO in East Flanders, Belgium, MICA - Muskrat occurrences collected by VMM in Flanders, Belgium, RATO - daily operations commissioned by the province East Flanders, Belgium)"
 ]
}

 The dataset includes 143061 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006309-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa95yn
title: Occurrence Download

description: A dataset containing 69217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pacifastacus leniusculus (Dana, 1852)",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 69217 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006321-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epkt84
title: Occurrence Download

description: A dataset containing 5187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Satellite tagging of female hawksbill sea turtles (Eretmochelys imbricata) nesting on Groote Eylandt, Northern Territory, 2009-2011",
 "TaxonKey is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 5187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006322-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn3amk
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochotona curzoniae (Hodgson, 1858)"
 ]
}

 The dataset includes 188 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006324-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/recg-cr23
title: Dataset for the CCTFA Method

description: The dataset consists of simulation data and vibration data collected from rotating machinery using the Donghua testing system. It is specifically designed for performance testing of the CCTFA method.The simulation data, generated by running a Matlab program, is saved in .m file format. This data includes the performance of the CCTFA method regarding window width, signal amplitude fluctuation, signal frequency change rate, signal quality, and comparative results with other methods. The real experimental data comprises two parts: a sine wave signal with a fluctuation range of 1 Hz and a triangular wave signal with a fluctuation range of 20 Hz. All real experimental signals were collected using an eddy current sensor (Type: 5E101-2, Dong Hua Test, China) in the Donghua testing system.
DOI: 10.34740/kaggle/dsv/9866559
title: WallStreetBets 2022
DOI: 10.15468/dl.2e5gaa
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pacifastacus leniusculus (Dana, 1852)",
 "Country is Japan",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 90 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006325-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14064155
title: Gambia_Main Contact Survey
DOI: 10.5281/zenodo.14064156
title: Gambia_Main Contact Survey
DOI: 10.15468/dl.68bqer
title: Occurrence Download

description: A dataset containing 15484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 {
 "or" : [
 "Geometry POLYGON((-137.97033 26.68235,-88.83125 26.68235,-88.83125 34.94301,-88.83125 40.18517,-137.97033 40.18517,-137.97033 26.68235))",
 "Geometry POLYGON((-169.1078 76.19109,-147.19959 76.19109,-147.19959 77.65164,-169.1078 77.65164,-169.1078 76.19109))",
 "Geometry POLYGON((-136.55846 14.63946,-49.13427 14.63946,-49.13427 59.49912,-136.55846 59.49912,-136.55846 14.63946))"
 ]
 },
 "TaxonKey is Linaria vulgaris Mill."
 ]
}

 The dataset includes 15484 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006326-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6zjgr
title: Occurrence Download

description: A dataset containing 11921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pacifastacus leniusculus (Dana, 1852)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 11921 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006327-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8whvf
title: Occurrence Download

description: A dataset containing 4887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paguma larvata (C.E.H.Smith, 1827)",
 "Country is Japan",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 4887 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006328-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8thde
title: Occurrence Download

description: A dataset containing 8902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.44_1",
 "TaxonKey is Pantherophis obsoletus (Say, 1823)"
 ]
}

 The dataset includes 8902 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006329-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.