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

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cymbopogon winterianus Jowitt ex Bor)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 50 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009759-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe9y7w
title: Occurrence Download

description: A dataset containing 62219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mangifera indica L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 62219 records from 532 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009750-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8pm9y
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Philippine Native Tree Species Occurrences"
 ]
}

 The dataset includes 175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009761-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr6grr
title: Occurrence Download

description: A dataset containing 12559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cynara cardunculus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 12559 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009762-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxj8kh
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 769 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009763-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgcaj6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,106 -26,106 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abutilon striatum Dicks."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009764-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzn4wh
title: Occurrence Download

description: A dataset containing 1128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Manihot carthagenensis (Jacq.) Müll.Arg.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 1128 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009765-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu2e73
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 769 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009766-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxtwpj
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Botany",
 "TaxonKey is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009767-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7a4ft
title: Occurrence Download

description: A dataset containing 724871 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Abundance of Rocky Reef Fishes, Invertebrates and Algae, Reef Check California (RCCA), 2006 - 2017"
 ]
}

 The dataset includes 724871 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009756-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z5cz5
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.13504 2.7965,109.40143 2.81364,109.37572 5.30709,107.15218 5.29424,107.13504 2.7965))",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 99 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009770-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15168723
title: Simulated Premier League player statistics dataset (2007/08 – 2023/24)

description: This dataset was generated as part of Practical Exercise 1 of the Data Typology and Lifecycle course, within the UOC's Master's in Data Science.

The objective of the project is to demonstrate the operation of an automated scraper developed with Python and Selenium to extract historical statistics of Premier League players from the 2007/08 season to 2023/24.

This file contains simulated data.To avoid potential conflicts with intellectual property or privacy rights, the original personal and sports data has been replaced with automatically generated fictitious values. Although masked, private use is preferred. The structure, format, and statistical consistency have been maintained for educational and demonstration purposes.

The original scraper dynamically accessed the official Premier League website (https://www.premierleague.com/stats) to extract information such as:



Player name

Position

Nationality

Date of birth

Height

Season

Club


Seasonal statistics:



Goals

Goal assist

Clean sheet

Appearances

Mins played

Yellow cards

Red cards

Total pass


This simulated dataset retains that structure but does not contain any real data.It can be used as a basis for testing, data analysis training, or documentation of the scraping process.
DOI: 10.5281/zenodo.15168724
title: Simulated Premier League player statistics dataset (2007/08 – 2023/24)

description: This dataset was generated as part of Practical Exercise 1 of the Data Typology and Lifecycle course, within the UOC's Master's in Data Science.

The objective of the project is to demonstrate the operation of an automated scraper developed with Python and Selenium to extract historical statistics of Premier League players from the 2007/08 season to 2023/24.

This file contains simulated data.To avoid potential conflicts with intellectual property or privacy rights, the original personal and sports data has been replaced with automatically generated fictitious values. Although masked, private use is preferred. The structure, format, and statistical consistency have been maintained for educational and demonstration purposes.

The original scraper dynamically accessed the official Premier League website (https://www.premierleague.com/stats) to extract information such as:



Player name

Position

Nationality

Date of birth

Height

Season

Club


Seasonal statistics (goals, assists, appearances, minutes, cards, etc.)

This simulated dataset retains that structure but does not contain any real data.It can be used as a basis for testing, data analysis training, or documentation of the scraping process.
DOI: 10.5281/zenodo.15172198
title: Simulated Premier League player statistics dataset (2007/08 – 2023/24)

description: This dataset was generated as part of Practical Exercise 1 of the Data Typology and Lifecycle course, within the UOC's Master's in Data Science.

The objective of the project is to demonstrate the operation of an automated scraper developed with Python and Selenium to extract historical statistics of Premier League players from the 2007/08 season to 2023/24.

This file contains simulated data.To avoid potential conflicts with intellectual property or privacy rights, the original personal and sports data has been replaced with automatically generated fictitious values. Although masked, private use is preferred. The structure, format, and statistical consistency have been maintained for educational and demonstration purposes.

The original scraper dynamically accessed the official Premier League website (https://www.premierleague.com/stats) to extract information such as:



Player name

Position

Nationality

Date of birth

Height

Season

Club


Seasonal statistics:



Goals

Goal assist

Clean sheet

Appearances

Mins played

Yellow cards

Red cards

Total pass


This simulated dataset retains that structure but does not contain any real data.It can be used as a basis for testing, data analysis training, or documentation of the scraping process.
DOI: 10.15468/dl.rmqev8
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 769 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009772-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cspgyq
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 1652 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009771-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/h3v5-m717
title: Dual-Node UWB Radar for Arm Motion Recognition

description: Ultra Wideband (UWB) signals offer high spatio-temporal resolution, penetrability, and low cost, which facilitates accurate characterization of limb features through micro-Doppler (mD) analysis, even with micro random body movements, during the wireless contactless sensing. Due to challenges introduced by arm motions, which may be perpendicular to the radar, we introduce a dual radar arm motion recognition system with light-weighted feature extraction and appropriate data fusion. This architecture will enhance the motion characterization by integrating complementary perspectives from orthogonal radar nodes. Through proper morphological filtering and motion feature extraction, we adopt the spatio-temporal feature fusion and Doppler signatures to enhance the diverse arm motion recognition via attention-guided weighting.
DOI: 10.15468/dl.w5qq76
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GbifRegion is Asia",
 "TaxonKey is Myrmica Latreille, 1804"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009774-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.372jhc
title: Occurrence Download

description: A dataset containing 8401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Manilkara zapota (L.) P.Royen)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 8401 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009773-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrvu3y
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus deglupta Blume"
 ]
}

 The dataset includes 1172 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009775-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h3an9
title: Occurrence Download

description: A dataset containing 16434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada, Spain)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oemleria cerasiformis (Torr. & A.Gray ex Hook. & Arn.) J.W.Landon"
 ]
}

 The dataset includes 16434 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009776-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mp8pj
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Phoenicoparrus jamesi (P.L.Sclater, 1886)",
 "Year 2021-2024"
 ]
}

 The dataset includes 137 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028972-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/dwm5-q256
title: FIRED Zambia Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for Zambia from November 2000 to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.b35tab
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastrotheca flamma Juncá & Nunes, 2008, Melanophryniscus admirabilis Di-Bernardo, Maneyro & Grillo, 2006, Aplastodiscus eugenioi (Carvalho-e-Silva & Carvalho-e-Silva, 2005), Aplastodiscus weygoldti (Cruz & Peixoto, 1987), Gastrotheca fissipes (Boulenger, 1888))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Continent is South America",
 "Continent is North America",
 "Continent is null"
 ]
 }
 ]
}

 The dataset includes 134 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028973-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yepebr
title: Occurrence Download

description: A dataset containing 2996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Syagrus romanzoffiana (Cham.) Glassman)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2996 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028975-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/x08y-fc91
title: FIRED Zimbabwe Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for TRINIDAD AND TOBAGO from November 2000 to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.b4342j
title: Occurrence Download

description: A dataset containing 282004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene vulgaris (Moench) Garcke)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 282004 records from 1820 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028971-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g84wmu
title: Occurrence Download

description: A dataset containing 30158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyps africanus"
 ]
}

 The dataset includes 30158 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002957-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-27223
title: General counsel pleadings, vol. 1 (3 of 6), 1991 Apr. 30 - June 10

description: Transcripts form the court case "The people of the state of California vs. Laurence M Powell, Timother E Wind, Theodore J Briseno and Stacey C Koon - vol 12. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.m9agac
title: Occurrence Download

description: A dataset containing 1661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleuronectes platessa Linnaeus, 1758",
 "Year 1899-1950"
 ]
}

 The dataset includes 1661 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009849-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5eb5rq
title: Occurrence Download

description: A dataset containing 38305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanerpes lewis (G.R.Gray, 1849)"
 ]
}

 The dataset includes 38305 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002957-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.