cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12530582
title: Projected speaker numbers and dormancy risks of Canada's Indigenous languages

description: Data and code for the paper "Projected speaker numbers and dormancy risks of Canada’s Indigenous languages".

Contain speaker numbers by age and language (Indigenous mother tongue, unique responses). 

There is one file per year (2001, 2006, 2011, 2016, 2021).

Data were provided by Statistics Canada.

These include: 

- indigenousmothertongue2001.csv- indigenousmothertongue2006.csv- indigenousmothertongue2011.csv- indigenousmothertongue2016.csv- indigenousmothertongue2021.csv

Additionally, the file 'coordinates.xlsx' contains the geographic coordinates necessary for Fig. 1. Information comes from Ethnologue with modifications.

Also included is the life table information produced by World Population Prospects 2024 (wpp 2024 files) available at https://population.un.org/wpp/Download/Standard/Mortality/. These are provided here for convenience as well as to prevent updates by the WPP. 

Also contains the whole R code to produce the results described in the paper (RevisedScript_ProjectCanIndigLangs_Final.R).
DOI: 10.5281/zenodo.14267791
title: Projected speaker numbers and dormancy risks of Canada's Indigenous languages

description: Data and code for the paper "Projected speaker numbers and dormancy risks of Canada’s Indigenous languages".

Contain speaker numbers by age and language (Indigenous mother tongue, unique responses). 

There is one file per year (2001, 2006, 2011, 2016, 2021).

Data were provided by Statistics Canada.

These include: 

- indigenousmothertongue2001.csv- indigenousmothertongue2006.csv- indigenousmothertongue2011.csv- indigenousmothertongue2016.csv- indigenousmothertongue2021.csv

Additionally, the file 'coordinates.xlsx' contains the geographic coordinates necessary for Fig. 1. Information comes from Ethnologue with modifications.

Also included is the life table information produced by World Population Prospects 2024 (wpp 2024 files) available at https://population.un.org/wpp/Download/Standard/Mortality/. These are provided here for convenience as well as to prevent updates by the WPP. 

Also contains the whole R code to produce the results described in the paper (RevisedScript_ProjectCanIndigLangs_Final.R).
DOI: 10.15468/dl.kv6tk8
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rudbeckia fulgida var. sullivantii (C.L.Boynton & Beadle) Cronquist)"
 ]
}

 The dataset includes 71 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014896-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjxage
title: Occurrence Download

description: A dataset containing 658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cantua buxifolia Juss. ex Lam."
 ]
}

 The dataset includes 658 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014897-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3m9ez
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia xalapensis Kunth"
 ]
}

 The dataset includes 1476 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014898-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xb6uw
title: Occurrence Download

description: A dataset containing 121464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guazuma ulmifolia Lam."
 ]
}

 The dataset includes 121464 records from 661 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014826-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14265988
title: Detection of black rat inhabitation using environmental DNA

description: The all raw data of this study including expeirment 1, 2 and primer specificitiy as well as LOD.

 

Pest management is essential for safeguarding agricultural productivity, public health, and ecological balance, especially as the global demand for sustainable pest control strategies rises with population growth. Among emerging technologies, environmental DNA (eDNA) analysis has gained prominence as a powerful tool, enabling the detection of pest species by isolating their genetic material from environmental samples. This study explores the innovative application of eDNA analysis in black rat (Rattus rattus) management, utilizing wipe sampling to recover eDNA from the air. Key experiments were found to determine the minimum surface area (~5 inch area) required for effective eDNA collection and to analyze the temporal persistence of black rat eDNA over two months. Our findings demonstrate the potential of eDNA techniques to transform pest management strategies, offering a highly efficient, cost-effective, and environmentally sustainable approach to monitoring and controlling black rat populations. This work represents a significant advancement in integrating molecular tools into pest control practices.
DOI: 10.5281/zenodo.14265989
title: Detection of black rat inhabitation using environmental DNA

description: The all raw data of this study including expeirment 1, 2 and primer specificitiy as well as LOD.

 

Pest management is essential for safeguarding agricultural productivity, public health, and ecological balance, especially as the global demand for sustainable pest control strategies rises with population growth. Among emerging technologies, environmental DNA (eDNA) analysis has gained prominence as a powerful tool, enabling the detection of pest species by isolating their genetic material from environmental samples. This study explores the innovative application of eDNA analysis in black rat (Rattus rattus) management, utilizing wipe sampling to recover eDNA from the air. Key experiments were found to determine the minimum surface area (~5 inch area) required for effective eDNA collection and to analyze the temporal persistence of black rat eDNA over two months. Our findings demonstrate the potential of eDNA techniques to transform pest management strategies, offering a highly efficient, cost-effective, and environmentally sustainable approach to monitoring and controlling black rat populations. This work represents a significant advancement in integrating molecular tools into pest control practices.
DOI: 10.15468/dl.jmrw2m
title: Occurrence Download

description: A dataset containing 13776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procambarus clarkii (Girard, 1852))",
 "Country is one of (Belgium, Netherlands)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 13776 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014899-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmnnu5
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptobalanus gardneri (Hook.fil.) Sothers & Prance"
 ]
}

 The dataset includes 831 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014900-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfn92h
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dentex macrophthalmus (Bloch, 1791)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 667 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014901-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sygkgj
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rudbeckia fulgida var. speciosa (Wender.) Perdue)"
 ]
}

 The dataset includes 48 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014902-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bn3ycg
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Licania indurata Pilg."
 ]
}

 The dataset includes 34 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014904-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zxu83
title: Occurrence Download

description: A dataset containing 4338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nelumbo nucifera Gaertn., Nelumbium marginatum Steud., Nelumbo indica Pers., Nelumbium speciosum subsp. album-plenum Jekyll & E.T.Cook, Nelumbium speciosum Willd., Nelumbium caspium Eichw., Nelumbo komarovii Grossh., Nelumbo speciosa var. alba F.M.Bailey, Nelumbium album Bercht. & J.Presl, Nelumbium turbinatum Blanco, Nelumbo nucifera var. macrorhizomata Nakai, Tamara rubra Roxb., Tamara alba Roxb. ex Steud., Nelumbium caspicum Fisch., Tamara alba Roxb., Nymphaea nelumbo L., Nelumbo caspica Eichw., Nelumbo speciosa G.Lawson, Nelumbo speciosa var. tamara DC., Nelumbo speciosa Willd., Nelumbium nuciferum Gaertn., Nelumbium indicum Poir., Nelumbium javanicum Poir., Tamara hemisphaerica Buch.-Ham., Nelumbium speciosum var. tamara DC., Nelumbium discolor Steud., Nelumbium transversum C.Presl, Tamara rubra Roxb. ex Steud., Nelumbium speciosum var. caspicum DC., Nelumbium caspicum Fisch. ex DC., Nelumbo caspica Fisch., Nelumbium venosum C.Presl, Nelumbo speciosa var. caspica DC., Nelumbium rheedii C.Presl, Tamara hemisphaerica Buch.-Ham. ex Pritz., Nelumbium asiaticum Rich., Nelumbium speciosum subsp. roseum-plenum Jekyll & E.T.Cook, Nelumbo nelumbo (L.) Druce, Nelumbo nelumbo (L.) H.Karst., Nelumbium nelumbo (L.) Druce, Nelumbium tamara (DC.) Sweet, Nelumbium speciosum f. caspicum (DC.) Regel, Nelumbo caspica (Fisch.) Schipcz., Nelumbo caspica (DC.) Fisch. ex Hoffm.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 4338 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014903-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8ya6e
title: Occurrence Download

description: A dataset containing 16520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 16520 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014905-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fqsdd
title: Occurrence Download

description: A dataset containing 2042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Algae herbarium TRH, NTNU University Museum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2042 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014906-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dwtnn
title: Occurrence Download

description: A dataset containing 4689 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rudbeckia fulgida Aiton)"
 ]
}

 The dataset includes 4689 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014907-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taqn8s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rudbeckia deamii S.F.Blake)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014908-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tk7g6gnypc.1
title: Terminology, classification systems, and evaluation tools to describe skin of color in psoriasis and other dermatological conditions

description: Supplemental Materials
DOI: 10.6084/m9.figshare.27936690.v5
title: GSE185381 29_Nov_2024 CITE_pediatric_AML

description: GSE185381 CITE_pediatric_AML
DOI: 10.5281/zenodo.13828920
title: Computational data for "Nano onions based on an amphiphilic Au3(pyrazolate)3 complex"

description: Computational data for "Nano onions based on an amphiphilic Au3(pyrazolate)3 complex": data include the parameters of the CG model, input files, trajectories.
DOI: 10.5281/zenodo.14267313
title: Data for "Nano onions based on an amphiphilic Au3(pyrazolate)3 complex"

description: This upload contains raw data (NMR, DLS, Zeta Potential) files for the article: 

Nano onions based on an amphiphilic Au3(pyrazolate)3 complex

Nanoscale, 2024, Advance Article, https://doi.org/10.1039/D4NR03901G
DOI: 10.5281/zenodo.14267314
title: Data for "Nano onions based on an amphiphilic Au3(pyrazolate)3 complex"

description: This upload contains raw data (NMR, DLS, Zeta Potential) files for the article: 

Nano onions based on an amphiphilic Au3(pyrazolate)3 complex

Nanoscale, 2024, Advance Article, https://doi.org/10.1039/D4NR03901G
DOI: 10.15468/dl.qehe75
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Pimelea ferruginea Labill.)"
 ]
}

 The dataset includes 633 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014911-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzyuk6
title: Occurrence Download

description: A dataset containing 13776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procambarus clarkii (Girard, 1852))",
 "Country is one of (Belgium, Netherlands)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 13776 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014909-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/n8v0-pn42
title: Unity Pond water chemistry dataset

description: Raw data for the Unity Pond water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21227/9av8-m154
title: "A Novel Bioinformatics Pipeline and a Machine Learning Approach for Antimicrobial Resistance Phenotypic Prediction"

description: "Overuse of antimicrobial drugs is known to cause an increase in bacterial resistance among surviving pathogens, reducing the effectiveness of future treatments. Publicly available sequencing collections, such as the National Center for Biotechnology Information Sequence Read Archive (SRA), allow for global investigation of antimicrobial resistance across pathogens. In this study, we developed a pipeline to process 10,803 bacterial isolates from the SRA (nine pathogens, four antibiotics), including 5,345 external isolates without metadata. The pipeline extracted SRA metadata to determine read layout and length, applied quality control, trimming, and decontamination. Preprocessed isolates were mapped reads to an antimicrobial resistance gene classes and to a strain-level genome reference library constructed from complete genomes on the SRA submitted between 1990 and 2020. Three classifiers\u2014L1-penalized logistic regression, random forest, and extreme gradient boosting\u2014were trained on the resulting feature matrices, and their outputs were combined in a majority-vote ensemble. Internal training resulted in 83.5\\% balanced accuracy on average, and external testing yielded 80.2\\%. Variable importance analyses identified known resistance gene classes and strain markers such as A. baumannii LAC-4, C. jejuni 81-176, NCTC13255, confirming biological relevance. This work demonstrates a scalable approach for antimicrobial resistance prediction using heterogeneous sequencing data."
DOI: 10.21233/jpyc-rv11
title: Unity Pond water chemistry dataset

description: Raw data for the Unity Pond water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/12bz-fj63
title: Upper Shin Pond water chemistry dataset

description: Raw data for the Upper Shin Pond water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5517/cc71gpd
title: CCDC 209953: Experimental Crystal Structure Determination

description: Related Article: J.Mizuguchi|2003|Acta Crystallogr.,Sect.E:Struct.Rep.Online|59|o474|doi:10.1107/S1600536803005324
description: Related Article: Y.Imura, Y.Yamashita, T.Senju, J.Mizuguchi|2005|Nippon Gazo Gakkaishi|44|138|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6b2g1
title: CCDC 188432: Experimental Crystal Structure Determination

description: Related Article: T.M.Krygowski, E.Pindelska, M.K.Cyranski, J.Nowacki|2002|Internet Electronic J.Mol.Design|1|593|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7v5gp
title: CCDC 233692: Experimental Crystal Structure Determination

description: Related Article: W.Pimtong, O.Rangsiman, K.Vongbupnimit, K.Tashiro|2003|Adv.Sci.Technol.2003|36|129|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7m10w
title: CCDC 226827: Experimental Crystal Structure Determination

description: Related Article: A.B.H.Amor, S.Top, N.Jouini, F.Meganem, G.Jaouen|2004|J.Soc.Alger.Chim.|14|205|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8tmm9
title: CCDC 262961: Experimental Crystal Structure Determination

description: Related Article: M.J.Bucknum, D.M.E.Szebenyi, E.Lobkovsky, S.A.Patil, R.S.Klein, E.A.Castro|2005|Internet Electronic J.Mol.Design|4|342|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc92fzr
title: CCDC 270474: Experimental Crystal Structure Determination

description: Related Article: Y.Imura, T.Senju, J.Mizuguchi|2005|Acta Crystallogr.,Sect.E:Struct.Rep.Online|61|o816|doi:10.1107/S1600536805005829
description: Related Article: Y.Imura, T.Senju, J.Mizuguchi|2005|Nippon Gazo Gakkaishi|44|143|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.