cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q6p62k
title: Occurrence Download

description: A dataset containing 1836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia lactiflora Pall."
 ]
}

 The dataset includes 1836 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101133-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy0awv
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachys spruneri Boiss."
 ]
}

 The dataset includes 116 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008180-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvp3j3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Orectolobus japonicus Regan, 1906"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068211-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp84mk
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Chelus fimbriata (Schneider, 1783)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124545-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epwk4q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lophornis ornatus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038384-181108115102211/datasets/export for details.
DOI: 10.15468/dl.zqy9dt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "OccurrenceStatus is Present",
 "TaxonKey is Zephyranthes correntina (Roitman, J.A.Castillo & M.R.Barrios) Nic.García & S.C.Arroyo"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068206-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfguqq
title: Occurrence Download

description: A dataset containing 8557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.25_1",
 "TaxonKey is Trochilidae"
 ]
}

 The dataset includes 8557 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130646-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkfhgc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Ledenbergia seguierioides Klotzsch ex Moq.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011006-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb7cq2
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042444-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knkbp2
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "TaxonKey is Python Daudin, 1803"
 ]
}

 The dataset includes 85 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068218-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g7pr3
title: Occurrence Download

description: A dataset containing 8606 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Helvella lacunosa Afzel."
 ]
}

 The dataset includes 8606 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134410-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qlmaw
title: Occurrence Download

description: A dataset containing 23815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is Instituto de Botánica Darwinion",
 "Repatriated is true"
 ]
}

 The dataset includes 23815 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012464-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2tqu3
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Orectolobus maculatus (Bonnaterre, 1788)"
 ]
}

 The dataset includes 1069 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068223-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj9t39
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.74487 43.38501,-9.26147 42.1106,-9.52515 40.68237,-9.92065 39.42993,-10.18433 37.97974,-9.98657 36.83716,-8.64624 36.11206,-6.82251 35.93628,-4.75708 35.87036,-1.94458 36.26587,0.53833 38.61694,0.36255 39.42993,3.63647 41.75903,3.50464 42.48413,-2.20825 43.75854,-7.92114 44.198,-9.74487 43.38501))",
 "HasGeospatialIssue is false",
 "TaxonKey is Isatis tinctoria L."
 ]
}

 The dataset includes 636 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091758-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfg4yc
title: Occurrence Download

description: A dataset containing 203809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Meliaceae"
 ]
}

 The dataset includes 203809 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012469-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjwtre
title: Occurrence Download

description: A dataset containing 31876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Planorbis planorbis (Linnaeus, 1758)"
 ]
}

 The dataset includes 31876 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000042-250227182430271/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.28414733
title: Manuscript draft and raw data

description: A manuscript draft and raw data sets for all graphs included in the manuscript.
DOI: 10.5281/zenodo.14936017
title: Red Blood Cell Morphology Dataset for Image Classification

description: The dataset was compiled from multiple sources:



Chula RBC-12-Dataset (Naruenatthanaset et al., 2021):  The dataset includes the following classes: Normal, Macrocyte, Microcyte, Spherocyte, Target cell, Stomatocyte, Ovalocyte, Teardrop, Burr cell, Schistocyte, uncategorized, Hypochromia, and Elliptocyte. 



\url{https://github.com/Chula-PIC-Lab/Chula-RBC-12-Dataset}



ThalassemiaPBS-Dataset (Tyas et al., 2022): This dataset represents nine distinct cell types. 



\url{https://doi.org/10.17632/rfdz6wfzn4.1}



Our samples: This supplementary collection was provided by the Anti-Cancer Centre in El-Oued, Algeria. It contains 13 blood smear images representing five different RBC disorders: Burr cells, Ovalocyte, Teardrop. Schistocyte, and Stomatocyte These samples were provided in May 2024 using an optical microscope at 1000x magnification.




We cropped each blood smear image from the Chula RBC-12 Dataset to cepture single RBCs and relevant ROI. We then categorized them according to their class using the referenced files provided by the authors.

The "Label" folder found in the dataset is structured as follows: x and y coordinates, and the RBC type represented as values from 1 to 11.

We did the same on the samples we got from the ACC. The labelling was done by specialists in the centre.
DOI: 10.5281/zenodo.14936016
title: Red Blood Cell Morphology Dataset for Image Classification

description: The dataset was compiled from multiple sources:



Chula RBC-12-Dataset (Naruenatthanaset et al., 2021):  The dataset includes the following classes: Normal, Macrocyte, Microcyte, Spherocyte, Target cell, Stomatocyte, Ovalocyte, Teardrop, Burr cell, Schistocyte, uncategorized, Hypochromia, and Elliptocyte. 



\url{https://github.com/Chula-PIC-Lab/Chula-RBC-12-Dataset}



ThalassemiaPBS-Dataset (Tyas et al., 2022): This dataset represents nine distinct cell types. 



\url{https://doi.org/10.17632/rfdz6wfzn4.1}



Our samples: This supplementary collection was provided by the Anti-Cancer Centre in El-Oued, Algeria. It contains 13 blood smear images representing five different RBC disorders: Burr cells, Ovalocyte, Teardrop. Schistocyte, and Stomatocyte These samples were provided in May 2024 using an optical microscope at 1000x magnification.




We cropped each blood smear image from the Chula RBC-12 Dataset to cepture single RBCs and relevant ROI. We then categorized them according to their class using the referenced files provided by the authors.

The "Label" folder found in the dataset is structured as follows: x and y coordinates, and the RBC type represented as values from 1 to 11.

We did the same on the samples we got from the ACC. The labelling was done by specialists in the centre.
DOI: 10.3886/e221043v1
title: Pregnancy Risk Assessment Monitoring System (PRAMS) MCH Indicators 2016-2022

description: Selected maternal and child health (MCH) indicators from Pregnancy Risk Assessment Monitoring System (PRAMS) provided for 2016 through 2022. <br>
DOI: 10.5281/zenodo.14940980
title: Bases de dados de instâncias de odds geradas sobre distribuições normais aleatorias para o problema da arbitragem de apostas esportivas

description: Este dataset contém instâncias de odds geradas por lazy simulation a partir de distribuições normais aleatórias, voltadas para o estudo do problema da arbitragem de apostas esportivas. As instâncias foram configuradas para garantir oportunidades de arbitragem em 75% ou mais dos casos, permitindo análises estatísticas e testes de estratégias para identificação e exploração de discrepâncias nas cotações oferecidas por diferentes casas de apostas.

 

Disponível em: https://drive.google.com/drive/folders/1XHPJ3BNqT_A_gnapZ7nqKITZH97obMwi?usp=drive_link
DOI: 10.5281/zenodo.14940981
title: Bases de dados de instâncias de odds geradas sobre distribuições normais aleatorias para o problema da arbitragem de apostas esportivas

description: Este dataset contém instâncias de odds geradas por lazy simulation a partir de distribuições normais aleatórias, voltadas para o estudo do problema da arbitragem de apostas esportivas. As instâncias foram configuradas para garantir oportunidades de arbitragem em 75% ou mais dos casos, permitindo análises estatísticas e testes de estratégias para identificação e exploração de discrepâncias nas cotações oferecidas por diferentes casas de apostas.

 

Disponível em: https://drive.google.com/drive/folders/1XHPJ3BNqT_A_gnapZ7nqKITZH97obMwi?usp=drive_link
DOI: 10.5281/zenodo.14940970
title: Training and testing data for TSA model
DOI: 10.5281/zenodo.14940971
title: Training and testing data for TSA model
DOI: 10.15468/dl.xv5t8k
title: Occurrence Download

description: A dataset listing the 436804 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fungi"
 ]
}

 The dataset's 436804 records were derived from 4357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000041-250227182430271/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/11387252
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.5281/zenodo.15205891
title: Adherance and HL in Asthma
DOI: 10.5281/zenodo.15205892
title: Adherance and HL in Asthma
DOI: 10.6084/m9.figshare.30296719
title: Somatosensation

description: Somatosensation testing on amputees
DOI: 10.6084/m9.figshare.30296719.v1
title: Somatosensation

description: Somatosensation testing on amputees
DOI: 10.25549/independent-c69-37874
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.msovjc
title: Occurrence Download

description: A dataset containing 1638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudopolydora paucibranchiata (Okuda, 1937)"
 ]
}

 The dataset includes 1638 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spxcqm
title: Occurrence Download

description: A dataset containing 6716 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phedimus aizoon (L.) 't Hart"
 ]
}

 The dataset includes 6716 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048846-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcj5oq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia epiphytica L.B.Sm."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37787
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.redrb3
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Schizolobium parahyba var. amazonicum (Huber ex Ducke) Barneby, Schizolobium amazonicum Huber ex Ducke)"
 ]
}

 The dataset includes 360 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049181-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jimfl
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saccharina latissima (L.) C.E.Lane, C.Mayes, Druehl & G.W.Saunders",
 "Country is Spain",
 "DatasetKey is SANT-Algae"
 ]
}

 The dataset includes 66 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37870
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.topby8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cocotropus roseus Day, 1875",
 "Country is India"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmnp65
title: Occurrence Download

description: A dataset containing 15891 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Benthic Biodiversity Baseline Survey, Block 58, Suriname - 2021 - TotalEnergies E&P Suriname B.V."
 ]
}

 The dataset includes 15891 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006458-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrfkng
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parides childrenae (Gray, 1832)"
 ]
}

 The dataset includes 349 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74uqmp
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Greece, Cyprus)",
 "TaxonKey is Merodon neofasciatus Ståhls & Vujić, 2018"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006431-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zofwyp
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plasm bearing foraminifera counts of multinet M42/3_MSN1364"
 ]
}

 The dataset includes 104 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001808-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-37847
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.cmyn9y
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sebastes pachycephalus Temminck & Schlegel, 1843"
 ]
}

 The dataset includes 726 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006428-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.