cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ve9vpq
title: Occurrence Download

description: A dataset containing 1068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is one of (International Barcode of Life project (iBOL), SMNK Mantid Collection, Entomological Collections (NHRS), Swedish Museum of Natural History (NRM), DNSM: Durban Natural Science Museum Insect Collection (1900-2011), Lund University Biological Museum - Insect collections Inventory, AM: Terrestrial Insect Collections (1896-2000), Estonian University of Life Sciences Institute of Agricultural and Environmental Sciences Entomological Collection, Stuart M. Fullerton Collection of Arthropods (UCFC), University of Central Florida, Cleveland Museum of Natural History)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mantodea"
 ]
}

 The dataset includes 1068 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016620-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5w9ey4
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Didelphis marsupialis Linnaeus, 1758"
 ]
}

 The dataset includes 91 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007055-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-180635
title: Blahovisnyk = Evangelist, 2003, no. 1 (2003 January-March), whole no. 39

description: [description english/roman)] Blahovisnyk, 2003, no. 1 (2003 sichenʹ-berezenʹ), obshchiy no. 39 = Evangelist, 2003, no. 1 (2003 January-March), whole no. 39.
DOI: 10.15468/dl.78kksx
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cabomba caroliniana A.Gray"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018753-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz9khq
title: Occurrence Download

description: A dataset containing 2082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Lepidochelys kempii Garman, 1880"
 ]
}

 The dataset includes 2082 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009778-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1262
title: Maiak = [Lighthouse], vol. 14, no. 3 (1936)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.wvkegn
title: Occurrence Download

description: A dataset containing 628174 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Senegal"
 ]
}

 The dataset includes 628174 records from 784 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016619-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32173
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. 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: 10.25549/independent-c69-32217
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. 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.k49ypk
title: Occurrence Download

description: A dataset containing 11147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombina orientalis (Boulenger, 1890)"
 ]
}

 The dataset includes 11147 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000309-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2jbaj
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis mekongensis A.Camus"
 ]
}

 The dataset includes 129 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000310-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxhajm
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis megacarpa Gamble"
 ]
}

 The dataset includes 173 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000309-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.estmva
title: Occurrence Download

description: A dataset containing 6734 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buergeria japonica (Hallowell, 1861)"
 ]
}

 The dataset includes 6734 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000310-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6ac8t
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis microphylla Soepadmo"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000312-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dchv8p
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis motleyana King"
 ]
}

 The dataset includes 151 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000313-250226211154957/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.28502609
title: Design improvement of screw down stop valve assembly through K Means clustering algorithm

description: The data includes the design structure matrix and adjacency matrix of the screw down stop valve assembly. The K Means clustering algorithm was utilized for identifying the candidates for consolidation. The code for the clustering algorithm is provided within the data and the results obtained is also included.
DOI: 10.15468/dl.ttb3ft
title: Occurrence Download

description: A dataset containing 229319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-91 30.14,-75.59 30.14,-75.59 35.3,-91 35.3,-91 30.14))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 229319 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000300-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uwwux
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis namdinhensis Hickel & A.Camus"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000313-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psx6rv
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis nephelioides King ex Hook.f."
 ]
}

 The dataset includes 76 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000316-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13357970
title: Data and Code for "Forecasting future crop disease and pest occurrences: insights from Japan's national surveys"

description: This repository consists of scripts to analyze crop dieseas and pest occurrence dataset obtained from the nationwide field survyes in Japan and the correspoding datasets.
DOI: 10.5281/zenodo.13357971
title: Data and Code for "Forecasting future crop disease and pest occurrences: insights from Japan's national surveys"

description: This repository consists of scripts to analyze crop dieseas and pest occurrence dataset obtained from the nationwide field survyes in Japan and the correspoding datasets.
DOI: 10.6084/m9.figshare.28502627
title: Dataset_Govus_2025_JP

description: <b>Information</b>Dataset to reproduce the statistical analysis undertaken in Govus et al., (2025) Acute Metabolic Phenotype Responses to Swimming Exercise of Different Intensities in Highly Trained Male and Female Swimmers, submitted for review to the <i>Journal of Physiology</i>.<b>Study Overview</b>This study analysed the changes in metabolomic profile in 16 highly trained male (n = 9) and female (n = 7) swimmers who performed each of the swimming trials below, separated by a 1-2 day break:Moderate domain trial: 5 × 400 m on 6’ at A1/A2 intensityHeavy domain trial: 3 × (8 × 100 m holding critical speed, 100 m recovery on 2’)Severe domain trial: 3 × (1 × 35 m dive max on 2’, 2 × 50 m dive max on 3’, 200 m recovery on 5’)<b>Project Team</b>Dr Andrew Govus (La Trobe University, Principal Investigator)Dr Chloe Goldsmith (University of Western Sydney, Co-investigator)Dr Katie McGibbon (Queensland Academy of Sport, Co-investigator)Dr Lachlan Mitchell (Victorian Institute of Sport, Co-investigator)Dr Maria Kozlovskaia (University of Canberra, Co-Investigator)E/Prof David Pyne (University of Canberra, Co-Investigator)Dr Nathan Lawler (Australian National Phenome Centre, Murdoch Univeristy, Co-investigator)<b>Sample & Data Analysis</b><b>Metabolomic data analysis:</b> Blood plasma was analysed by NMR and LC-MS by Dr Nathan Lawler (Mudroch University) at the Australian National Phenome Centre.<b>Bioinformatics:</b> Bioinformatics for metabolomic data was performed by Andrew Govus (La Trobe University) and Dr Nathan Lawler (Murdoch University).<b>Project Funding</b>Queensland Academy of Sport Innovation and Knowledge Excellence (SPIKE) ($25,000 AUD)University of Canberra Industry Collaborative Seed Grant ($25,000 AUD)La Trobe University School of Allied Health, Human Services & Sport Stategic Research Allocation ($10,000 AUD)<b>Bioinformatics Data Analysis</b>Data analysis is peformed using the R statistical programming language.<i>Bioinformatics Approach - Metabolomics</i>Data cleaningInputation of missing data & outlier detectionSupervised multivariate analysis: Orthogonal Partial Least Squeres Discriminant Analysis (OPLS-DA) on log2 fold change (post-exercise/pre-exercise) to compare the heavy and severe domain trials against the moderate domain trialUnivariate analysis: Linear mixed models to compare each trial + eruption plot to visualise influential metabolites<b>Github link:</b> https://github.com/NathanGLawler/Swimmer-s-Phenomics-Project
DOI: 10.6084/m9.figshare.28502627.v1
title: Dataset_Govus_2025_JP

description: <b>Information</b>Dataset to reproduce the statistical analysis undertaken in Govus et al., (2025) Acute Metabolic Phenotype Responses to Swimming Exercise of Different Intensities in Highly Trained Male and Female Swimmers, submitted for review to the <i>Journal of Physiology</i>.<b>Study Overview</b>This study analysed the changes in metabolomic profile in 16 highly trained male (n = 9) and female (n = 7) swimmers who performed each of the swimming trials below, separated by a 1-2 day break:Moderate domain trial: 5 × 400 m on 6’ at A1/A2 intensityHeavy domain trial: 3 × (8 × 100 m holding critical speed, 100 m recovery on 2’)Severe domain trial: 3 × (1 × 35 m dive max on 2’, 2 × 50 m dive max on 3’, 200 m recovery on 5’)<b>Project Team</b>Dr Andrew Govus (La Trobe University, Principal Investigator)Dr Chloe Goldsmith (University of Western Sydney, Co-investigator)Dr Katie McGibbon (Queensland Academy of Sport, Co-investigator)Dr Lachlan Mitchell (Victorian Institute of Sport, Co-investigator)Dr Maria Kozlovskaia (University of Canberra, Co-Investigator)E/Prof David Pyne (University of Canberra, Co-Investigator)Dr Nathan Lawler (Australian National Phenome Centre, Murdoch Univeristy, Co-investigator)<b>Sample & Data Analysis</b><b>Metabolomic data analysis:</b> Blood plasma was analysed by NMR and LC-MS by Dr Nathan Lawler (Mudroch University) at the Australian National Phenome Centre.<b>Bioinformatics:</b> Bioinformatics for metabolomic data was performed by Andrew Govus (La Trobe University) and Dr Nathan Lawler (Murdoch University).<b>Project Funding</b>Queensland Academy of Sport Innovation and Knowledge Excellence (SPIKE) ($25,000 AUD)University of Canberra Industry Collaborative Seed Grant ($25,000 AUD)La Trobe University School of Allied Health, Human Services & Sport Stategic Research Allocation ($10,000 AUD)<b>Bioinformatics Data Analysis</b>Data analysis is peformed using the R statistical programming language.<i>Bioinformatics Approach - Metabolomics</i>Data cleaningInputation of missing data & outlier detectionSupervised multivariate analysis: Orthogonal Partial Least Squeres Discriminant Analysis (OPLS-DA) on log2 fold change (post-exercise/pre-exercise) to compare the heavy and severe domain trials against the moderate domain trialUnivariate analysis: Linear mixed models to compare each trial + eruption plot to visualise influential metabolites<b>Github link:</b> https://github.com/NathanGLawler/Swimmer-s-Phenomics-Project
DOI: 10.5281/zenodo.14931976
title: Downstream molecular models and properties of OCNet

description: The dataset for the optoelectronic properties in the gas phase is derived from the OCELOT chromophore dataset [1,2] created  by Qianxiang Ai, Vinayak Bhat et al. , while the dataset for the optoelectronic properties in solution is sourced from Deep4Chem [3] created by Joonyoung F. Joung et al.

We additionally provide the neural network weights finetuned by OCNet based on these datasets.

 

[1] Bhat, V.; Sornberger, P.; Pokuri, B. S. S.; Duke, R.; Ganapathysubramanian, B.; Risko, C. Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches. Chemical Science 2023, 14, 203–213.

[2] Ai, Q.; Bhat, V.; Ryno, S. M.; Jarolimek, K.; Sornberger, P.; Smith, A.; Haley, M. M.; Anthony, J. E.; Risko, C. OCELOT: An infrastructure for data-driven research to discover and design crystalline organic semiconductors. The Journal of Chemical Physics 2021, 154 .

[3] Joung, J. F.; Han, M.; Jeong, M.; Park, S. Experimental database of optical properties of organic compounds. Scientific data 2020, 7, 295.
DOI: 10.5281/zenodo.14931977
title: Downstream molecular models and properties of OCNet

description: The dataset for the optoelectronic properties in the gas phase is derived from the OCELOT chromophore dataset [1,2] created  by Qianxiang Ai, Vinayak Bhat et al. , while the dataset for the optoelectronic properties in solution is sourced from Deep4Chem [3] created by Joonyoung F. Joung et al.

We additionally provide the neural network weights finetuned by OCNet based on these datasets.

 

[1] Bhat, V.; Sornberger, P.; Pokuri, B. S. S.; Duke, R.; Ganapathysubramanian, B.; Risko, C. Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches. Chemical Science 2023, 14, 203–213.

[2] Ai, Q.; Bhat, V.; Ryno, S. M.; Jarolimek, K.; Sornberger, P.; Smith, A.; Haley, M. M.; Anthony, J. E.; Risko, C. OCELOT: An infrastructure for data-driven research to discover and design crystalline organic semiconductors. The Journal of Chemical Physics 2021, 154 .

[3] Joung, J. F.; Han, M.; Jeong, M.; Park, S. Experimental database of optical properties of organic compounds. Scientific data 2020, 7, 295.
DOI: 10.15468/dl.n8hwje
title: Occurrence Download

description: A dataset containing 6929 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pan troglodytes (Blumenbach, 1775)"
 ]
}

 The dataset includes 6929 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxjhk8
title: Occurrence Download

description: A dataset listing the 4039 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "GadmGid is IDN.7_1"
 ]
}

 The dataset's 4039 records were derived from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd885h
title: Occurrence Download

description: A dataset containing 177372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ochrophyta",
 "Year 2014-2014"
 ]
}

 The dataset includes 177372 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000311-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk5ms3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.70944 19.86088,-100.71182 19.84873,-100.72177 19.84381,-100.7206 19.83224,-100.71887 19.82067,-100.71658 19.80252,-100.71836 19.78548,-100.72888 19.78384,-100.74293 19.78271,-100.75756 19.77558,-100.7453 19.76562,-100.75001 19.75346,-100.74651 19.74135,-100.74479 19.72414,-100.7413 19.70752,-100.73722 19.69099,-100.73197 19.67918,-100.71847 19.67701,-100.70258 19.67725,-100.68904 19.68608,-100.68199 19.69163,-100.67371 19.66924,-100.66074 19.67305,-100.65013 19.67969,-100.64189 19.68525,-100.63898 19.69308,-100.6271 19.7007,-100.60823 19.70786,-100.59204 19.71308,-100.58817 19.72544,-100.58481 19.73936,-100.59734 19.75993,-100.5886 19.76158,-100.57093 19.75818,-100.57231 19.77369,-100.57334 19.78811,-100.56794 19.79904,-100.57505 19.81552,-100.59149 19.82543,-100.61069 19.83477,-100.6401 19.84801,-100.6546 19.85575,-100.68617 19.8481,-100.70944 19.86088))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salvia mexicana L."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000317-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wauewx
title: Occurrence Download

description: A dataset containing 66959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "GadmGid is IDN.7_1"
 ]
}

 The dataset includes 66959 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000314-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdb5zq
title: Occurrence Download

description: A dataset containing 307130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ochrophyta",
 "Year 2016-2016"
 ]
}

 The dataset includes 307130 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000314-250226211154957/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.