cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26312415
title: Culturally Relevant Data in Teaching Statistics and Data Science Courses

description: In this article, we consider how to make data more meaningful to students through the choice of data and the activities we use them in drawing upon students lived experiences more in the teaching of statistics and data science courses. In translating scholarship around culturally relevant pedagogy from the fields of education and mathematics education we develop the idea of culturally relevant data. We see this development as a key ingredient to implementing culturally relevant pedagogy in teaching data-intensive courses leveraging the centrality of context through data in both statistics and data science to engage students particularly from historically marginalized groups in STEM. We provide suggestions as to ways of finding or creating culturally relevant data and using them in implementing culturally relevant pedagogy to support the learning and flourishing of students in statistics and data science courses. We also present findings from pilot work we have done in implementing these data in statistics courses. Finally, we discuss lingering questions and possible next steps for research in this area. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.26312415.v1
title: Culturally Relevant Data in Teaching Statistics and Data Science Courses

description: In this article, we consider how to make data more meaningful to students through the choice of data and the activities we use them in drawing upon students lived experiences more in the teaching of statistics and data science courses. In translating scholarship around culturally relevant pedagogy from the fields of education and mathematics education we develop the idea of culturally relevant data. We see this development as a key ingredient to implementing culturally relevant pedagogy in teaching data-intensive courses leveraging the centrality of context through data in both statistics and data science to engage students particularly from historically marginalized groups in STEM. We provide suggestions as to ways of finding or creating culturally relevant data and using them in implementing culturally relevant pedagogy to support the learning and flourishing of students in statistics and data science courses. We also present findings from pilot work we have done in implementing these data in statistics courses. Finally, we discuss lingering questions and possible next steps for research in this area. Supplementary materials for this article are available online.
DOI: 10.15468/dl.jnu3wk
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megaleporinus obtusidens (Valenciennes, 1837)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 247 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026753-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11482757
title: Replication package for: Empirical Investigation of a Sufficient Statistic for Monetary Shocks

description: This replication package codes and datasets to replicate the results in "Empirical Investigation of a Sufficient Statistic for Monetary Shocks" by Fernando Alvarez, Andrea Ferrara, Erwan Gautier, Hervé Le Bihan and Francesco Lippi when to be published at RESTUD. The readme file describes how to run the code and how to access the data underlying the results. Please note that the micro CPI and PPI data sets used to compute the price rigidity statistics are proprietary data, provided to the authors by Insee (French Statistical Office) after a bilateral agreement between Banque de France and Insee and these micro price data sets cannot be shared.
DOI: 10.5281/zenodo.11482758
title: Replication package for: Empirical Investigation of a Sufficient Statistic for Monetary Shocks

description: This replication package codes and datasets to replicate the results in "Empirical Investigation of a Sufficient Statistic for Monetary Shocks" by Fernando Alvarez, Andrea Ferrara, Erwan Gautier, Hervé Le Bihan and Francesco Lippi when to be published at RESTUD. The readme file describes how to run the code and how to access the data underlying the results. Please note that the micro CPI and PPI data sets used to compute the price rigidity statistics are proprietary data, provided to the authors by Insee (French Statistical Office) after a bilateral agreement between Banque de France and Insee and these micro price data sets cannot be shared.
DOI: 10.5281/zenodo.12751842
title: brotogeris_pyrrhoptera_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.12751843
title: brotogeris_pyrrhoptera_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10983056
title: Replication package for: The Causes of Ukrainian Famine Mortality, 1932-33

description: This package contains replication data and code for "The Causes of Ukrainian Famine Mortality, 1932-33" by Andrei Markevich, Natalya Naumenko, and Nancy Qian to be published in the Review of Economic Studies.
DOI: 10.5281/zenodo.10983057
title: Replication package for: The Causes of Ukrainian Famine Mortality, 1932-33

description: This package contains replication data and code for "The Causes of Ukrainian Famine Mortality, 1932-33" by Andrei Markevich, Natalya Naumenko, and Nancy Qian to be published in the Review of Economic Studies.
DOI: 10.5281/zenodo.8375418
title: Turfgrass Divot Dataset (Synthetic ) for divot detection object detection system

description: The dataset provided below has been synthetically created using Blender. A fundamental analysis on this data was conducted utilizing the YOLO V3 object detection technique to identify divots or areas of damage.

Used for paper: 

Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection

https://github.com/stevefoy/Turfgrass-Divot-Object-Detection

@inproceedings{IMVIP2024,
    author = {Stephen Foy and Simon McLoughlin},
    title = {Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection},
    booktitle = {Irish Machine Vision and Image Processing Conference (IMVIP)},
    year = {2024}
}

Contents of the Zip File:





synthDivot_416x416 Folder:



Train and validation subfolders

1200 RGB PNG images

Corresponding masks for each image

Bounding box data in YOLO .txt format





synthDivot_608x608 Folder:



Train and validation subfolders

1200 RGB PNG images

Bounding box data in YOLO .txt format
DOI: 10.5281/zenodo.8375419
title: Turfgrass Divot Dataset (Synthetic ) for divot detection object detection system

description: The dataset provided below has been synthetically created using Blender. A fundamental analysis on this data was conducted utilizing the YOLO V3 object detection technique to identify divots or areas of damage.

Used for paper: 

Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection

https://github.com/stevefoy/Turfgrass-Divot-Object-Detection

@inproceedings{IMVIP2024,
    author = {Stephen Foy and Simon McLoughlin},
    title = {Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection},
    booktitle = {Irish Machine Vision and Image Processing Conference (IMVIP)},
    year = {2024}
}

Contents of the Zip File:





synthDivot_416x416 Folder:



Train and validation subfolders

1200 RGB PNG images

Corresponding masks for each image

Bounding box data in YOLO .txt format





synthDivot_608x608 Folder:



Train and validation subfolders

1200 RGB PNG images

Bounding box data in YOLO .txt format
DOI: 10.15468/dl.hyzbed
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.13_2",
 "TaxonKey is Anthurium delannayi Croat"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026754-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss5445
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megaleporinus piavussu (Britski, Birindelli & Garavello, 2012)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 64 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026755-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpr8cv
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizodon borellii (Boulenger, 1900)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 152 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026756-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.u91j5bxz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (858 records)
DOI: 10.6084/m9.figshare.24980889
title: peer review

description: The original data provided for the paper review.Plagiarism is prohibited.
DOI: 10.6084/m9.figshare.24980889.v2
title: peer review

description: The original data provided for the paper review.Plagiarism is prohibited.
DOI: 10.15468/dl.5d52w8
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brycon hilarii (Valenciennes, 1850)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 186 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026757-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq7u56
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Michigan Museum of Paleontology - Vertebrates",
 "TaxonKey is Copecion Gingerich, 1989"
 ]
}

 The dataset includes 133 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026758-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8k22p
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brycon orbignyanus (Valenciennes, 1850)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 94 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026759-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv57tb
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salminus brasiliensis (Cuvier, 1816)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 295 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026760-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukycrh
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Charax stenopterus (Cope, 1894)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 43 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026761-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwujyg
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Roeboides descalvadensis Fowler, 1932",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 197 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026762-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frxg4n
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymbopetalum euneurum N.A.Murray"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026763-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00001505.3
title: Available IPD datapackage for study 'A Randomized Controlled Study of YONDELIS (Trabectedin) or Dacarbazine for the Treatment of Advanced Liposarcoma or Leiomyosarcoma'

description: The purpose of this study is to evaluate whether overall survival for the trabectedin group is superior to the dacarbazine group for patients with advanced L-sarcoma (liposarcoma or leiomyosarcoma).
DOI: 10.15468/dl.uwt7av
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steindachnerina brevipinna (Eigenmann & Eigenmann, 1889)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 358 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026764-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7g7z5
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/0026750-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wasj2
title: Occurrence Download

description: A dataset containing 864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prochilodus lineatus (Valenciennes, 1837)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 864 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026765-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzh746
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piaractus mesopotamicus (Holmberg, 1887)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 138 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026766-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmjm3r
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Thailand",
 "TaxonKey is Axis porcinus (Zimmermann, 1780)"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026767-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00004592.0
title: Available datapackage for study 'A Randomized, Multicenter, Open-label Study of Yondelis (ET-743 Ecteinascidin) Administered by 2 Different Schedules (Weekly for 3 of 4 Weeks vs. q3 Weeks) in Subjects With Locally Advanced or Metastatic Liposarcoma or Leiomyosarcoma Following Treatment With an Anthracycline and Ifosfamide'

description: The purpose of this study is to test the safety and effectiveness of an investigational chemotherapy agent in patients with types of advanced cancer referred to as liposarcoma or leiomyosarcoma.
DOI: 10.5281/zenodo.10977815
title: Toxic Effects of Biogenic and Synthesized Silver Nanoparticles on Sea Urchin Echinometra lucunter Embryos
DOI: 10.5281/zenodo.10977816
title: Toxic Effects of Biogenic and Synthesized Silver Nanoparticles on Sea Urchin Echinometra lucunter Embryos
DOI: 10.5281/zenodo.12751950
title: Toxic Effects of Biogenic and Synthesized Silver Nanoparticles on Sea Urchin Echinometra lucunter Embryos
DOI: 10.15468/dl.c658pf
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apteronotus ellisi (Alonso de Arámburu, 1957)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026768-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4uwrw
title: Occurrence Download

description: A dataset containing 53935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Europe",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)"
 ]
}

 The dataset includes 53935 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026770-240626123714530/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.26312428
title: HPCL.pdf

description: Practice upload
DOI: 10.6084/m9.figshare.26312428.v1
title: HPCL.pdf

description: Practice upload
DOI: 10.15468/dl.e36j38
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnotus inaequilabiatus (Valenciennes, 1839)",
 "Country is Brazil",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 200 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026771-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.