cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/x90-dzy-e9a
title: Amaranthaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ytd-67b-93y
title: Searsia flexicaulis (Baker) Moffett

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/65q-2lj-z5b
title: Pergularia tomentosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jq6-27t-lbb
title: Desmopsis monticola (Maas & G. E. Schatz) G. E. Schatz & Ortíz-Rodr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/65m-37q-vt2
title: Amaranthus retroflexus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p7l-tr5-27a
title: Celosia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/68t-nkc-ajt
title: Searsia flexicaulis (Baker) Moffett

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8hg-4ym-4w3
title: Psilotrichum majus Peter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.m46n69
title: Occurrence Download

description: A dataset containing 177133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2012",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 177133 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003139-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmsdfn
title: Occurrence Download

description: A dataset containing 63528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Corbicula fluminea"
 ]
}

 The dataset includes 63528 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003104-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18558842
title: TILSHUNOSLIKDA PRAGMATIK YONDASHUV VA UNING ZAMONAVIY TADQIQOTLARDAGI AHAMIYATI

description: Mazkur tezisda tilshunoslik fanida pragmatik yondashuvning shakllanishi, uning asosiy tushunchalari hamda zamonaviy lingvistik tadqiqotlardagi o‘rni tahlil qilinadi. Nutq aktlari nazariyasi, kontekst, presuppozitsiya va implikatura kabi pragmatik birliklarning til tizimidagi funksional ahamiyati yoritiladi. Shuningdek, pragmatikaning diskurs tahlili, sotsiolingvistika va madaniyatlararo kommunikatsiya bilan uzviy bog‘liqligi ko‘rsatib beriladi.
DOI: 10.5281/zenodo.18558843
title: TILSHUNOSLIKDA PRAGMATIK YONDASHUV VA UNING ZAMONAVIY TADQIQOTLARDAGI AHAMIYATI

description: Mazkur tezisda tilshunoslik fanida pragmatik yondashuvning shakllanishi, uning asosiy tushunchalari hamda zamonaviy lingvistik tadqiqotlardagi o‘rni tahlil qilinadi. Nutq aktlari nazariyasi, kontekst, presuppozitsiya va implikatura kabi pragmatik birliklarning til tizimidagi funksional ahamiyati yoritiladi. Shuningdek, pragmatikaning diskurs tahlili, sotsiolingvistika va madaniyatlararo kommunikatsiya bilan uzviy bog‘liqligi ko‘rsatib beriladi.
DOI: 10.15468/dl.uwxyst
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Atractus altagratiae"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003177-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18558668
title: O3 concentration daily averages of Brazilian municipalities: January 2025 - August 2025

description: This dataset presents daily data on O3 concentrations for each Brazilian municipality, from January 2025 to August 2025.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.15468/dl.7j6aek
title: Occurrence Download

description: A dataset containing 77563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation)",
 "DatasetKey is one of (Collections and observation data National Museum of Natural History Luxembourg, NABU|naturgucker, ArtenFinder, Observation.org, Nature data from around the World, Flora von Deutschland (Phanerogamen), iNaturalist Research-grade Observations, MnhnL various project records, Recorder-Lux database, Naturhistorisches Museum Mainz, Feldbeobachtungsdaten Pflanzen, Pl@ntNet automatically identified occurrences)",
 "GadmGid is one of (LUX, DEU.11_1, DEU.9_1, DEU.7_1)",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 77563 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003169-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tr4u5
title: Occurrence Download

description: A dataset containing 10351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passer domesticus",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 10351 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003178-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9tb59q
title: A key to species of the Euxesta sororcula species group (Diptera: Ulidiidae: Lipsanini), with new synonymy and a new record from the U. S. A.

description: This dataset contains the digitized treatments in Plazi based on the original journal article Korneyev, Severyn V., Hauser, Martin, Kameneva, Elena P., Gaimari, Stephen D. (2022): A key to species of the Euxesta sororcula species group (Diptera: Ulidiidae: Lipsanini), with new synonymy and a new record from the U. S. A. The Pan-Pacific Entomologist 98 (2): 150-162, DOI: 10.3956/2022-98.2.150, URL: https://doi.org/10.3956/2022-98.2.150Abstract. The Euxesta sororcula species group, which contains several pests of corn, is reviewed based on study of type and newly collected specimens. A new synonymy is proposed: Euxesta obliquestriata Hendel, 1909 = Euxesta mazorca Steyskal, 1974, syn. nov. Euxesta sororcula (Wiedemann, 1830), previously known from South and Central America as a pest of sweet corn, is here reported for the first time in the United States, in the state of Texas. Illustrations of and a key to the species of the E. sororcula species group are provided.
DOI: 10.15468/dl.u43b9f
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sciadopitys"
 ]
}

 The dataset includes 306 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003179-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4dk9k
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Girardinichthys"
 ]
}

 The dataset includes 1081 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003180-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj3nr6
title: Occurrence Download

description: A dataset containing 10146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca"
 ]
}

 The dataset includes 10146 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003181-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zb9kg
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Snakes in Pune Suburbs"
 ]
}

 The dataset includes 691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003182-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h389p5
title: Occurrence Download

description: A dataset containing 157314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parupeneus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 157314 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003126-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/adzbaq
title: A new species of Taraxacum (Compositae, Crepidinae) from Arunachal Pradesh, India: Sexual reproduction detected in the group of Taraxacum sikkimense

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kumar, Vikas, Thakur, Kamini, Kirschner, Jan, Štěpánek, Jan (2025): A new species of Taraxacum (Compositae, Crepidinae) from Arunachal Pradesh, India: Sexual reproduction detected in the group of Taraxacum sikkimense. Phytotaxa 720 (3): 263-272, DOI: 10.11646/phytotaxa.720.3.6, URL: https://doi.org/10.11646/phytotaxa.720.3.6AbstractTaraxacum diluculorum Vik. Kumar, Kirschner & Štěpánek, a new species of T. sect. Emodensia is described from the alpine region of Arunachal Pradesh, Indian Himalayan Region. It is distinct in having white flowers, yellow stigmas, light reddish ochraceous achenes with a short cone and is characterized by sexual reproduction. It is related to T. sikkimense (T. sect. Emodensia), another white-flowered Himalayan species; the name T. sikkimense is second-step lectotypified. There is also a similarity of T. diluculorum with T. suavissimum and T. austrotibetanum of T. sect. Tibetana. However, it differs from these latter primarily in its uniform pollen size, sexuality, colour of stigma, and achene morphology. A detailed comparison and illustrations of T. diluculorum and similar species are provided.
DOI: 10.15468/dl.bt6jd4
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sumalia zulema"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003183-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4usk83
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arhopala bazaloides"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003186-260208012135463/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/14787387
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nt3d6y
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago canadensis",
 "Year 1980-1990"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003187-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17254598
title: A multiscale spectral composition and environmental dataset from Parc National du Mont-Mégantic, Québec, Canada

description: SpectraCommAsmbly: Scale explicit community assembly using spectral data


This repository is meant to support the manuscript: "Testing the scale dependence of plant community assembly processes using imaging spectroscopy." DOI: 10.1098/rspb.2025.2555



Components


The repository contains four data files:



README_data_SpecCommAsmbly.pdf

SpecCommAsmbly_metadata.csv

SpecCommAsmbly_spec_comp_dataset.csv

SpecCommAsmbly_envr_dataset.csv


and four R scripts:



Fit RDA models (01_RDA_models)

Fit MRM models (02_MRM_models)

Examine variance in composition and environment across scales (03_Data_variance_across_scales)

Examine importance of environmental predictors (04_Envr_importance)




How to use


This repository is meant to be a reasonably well-documented record of the data and analyses carried out in the manuscript detailed above.

 

The data were collected as part of the Canadian Airborne Biodiversity Observatory and are shared under a Creative Commons Attribution (CC-BY) license.
DOI: 10.5281/zenodo.17254597
title: A multiscale spectral composition and environmental dataset from Parc National du Mont-Mégantic, Québec, Canada

description: SpectraCommAsmbly: Scale explicit community assembly using spectral data


This repository is meant to support the manuscript: "Testing the scale dependence of plant community assembly processes using imaging spectroscopy." DOI: 10.1098/rspb.2025.2555



Components


The repository contains four data files:



README_data_SpecCommAsmbly.pdf

SpecCommAsmbly_metadata.csv

SpecCommAsmbly_spec_comp_dataset.csv

SpecCommAsmbly_envr_dataset.csv


and four R scripts:



Fit RDA models (01_RDA_models)

Fit MRM models (02_MRM_models)

Examine variance in composition and environment across scales (03_Data_variance_across_scales)

Examine importance of environmental predictors (04_Envr_importance)




How to use


This repository is meant to be a reasonably well-documented record of the data and analyses carried out in the manuscript detailed above.

 

The data were collected as part of the Canadian Airborne Biodiversity Observatory and are shared under a Creative Commons Attribution (CC-BY) license.
DOI: 10.15468/dl.hhc6ug
title: Occurrence Download

description: A dataset containing 433256 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 46.479780028101516
 AND decimallatitude &lt;= 51.21395264452012
 AND decimallongitude &gt;= 25.177592367184833
 AND decimallongitude &lt;= 33.407190081954695
 AND GBIF_Within('POLYGON ((33.407190 46.479780, 33.407190 51.213953, 25.177592 51.213953, 25.177592 46.479780, 33.407190 46.479780))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 433256 records were derived from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003174-260208012135463/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.29553914
title: Early-Cardiovascular-Kidney-Metabolic Syndrome

description: Header Explanations:SNP: Single Nucleotide Polymorphism identifier (e.g., rsID).CHR: Chromosome number where the SNP is located.BP: Base pair position of the SNP on the chromosome.MAF: Minor Allele Frequency (frequency of the less common allele, 0–0.5).A1: Other allele (reference/non-effect allele).A2: Effect allele (allele for which the effect size is estimated).i: Index/iteration number (e.g., model or subgroup identifier).lhs: Left-hand side of the SEM equation (dependent variable, e.g., trait/factor).op: SEM operator (e.g., ~ = regression, =~ = latent measurement).rhs: Right-hand side of the SEM equation (independent variable, e.g., SNP).est: Regression coefficient estimate (effect size of SNP on lhs).se_c: Standard error of the coefficient estimate (est).Z_Estimate: Z-score for the estimate (est / se_c).Pval_Estimate: P-value for the estimate (significance of est).Q: Cochran’s Q statistic (measures heterogeneity of effects across subgroups/studies).Q_df: Degrees of freedom for the Q statistic.Q_pval: P-value for Cochran’s Q (significance of heterogeneity; &lt;0.05 indicates significant heterogeneity).N_hat: Estimated effective sample size (total or weighted sample size used in analysis).
DOI: 10.6084/m9.figshare.29553914.v3
title: Early-Cardiovascular-Kidney-Metabolic Syndrome

description: Header Explanations:SNP: Single Nucleotide Polymorphism identifier (e.g., rsID).CHR: Chromosome number where the SNP is located.BP: Base pair position of the SNP on the chromosome.MAF: Minor Allele Frequency (frequency of the less common allele, 0–0.5).A1: Other allele (reference/non-effect allele).A2: Effect allele (allele for which the effect size is estimated).i: Index/iteration number (e.g., model or subgroup identifier).lhs: Left-hand side of the SEM equation (dependent variable, e.g., trait/factor).op: SEM operator (e.g., ~ = regression, =~ = latent measurement).rhs: Right-hand side of the SEM equation (independent variable, e.g., SNP).est: Regression coefficient estimate (effect size of SNP on lhs).se_c: Standard error of the coefficient estimate (est).Z_Estimate: Z-score for the estimate (est / se_c).Pval_Estimate: P-value for the estimate (significance of est).Q: Cochran’s Q statistic (measures heterogeneity of effects across subgroups/studies).Q_df: Degrees of freedom for the Q statistic.Q_pval: P-value for Cochran’s Q (significance of heterogeneity; &lt;0.05 indicates significant heterogeneity).N_hat: Estimated effective sample size (total or weighted sample size used in analysis).
DOI: 10.6084/m9.figshare.29553914.v2
title: Early-Cardiovascular-Kidney-Metabolic Syndrome

description: Header Explanations:SNP: Single Nucleotide Polymorphism identifier (e.g., rsID).CHR: Chromosome number where the SNP is located.BP: Base pair position of the SNP on the chromosome.MAF: Minor Allele Frequency (frequency of the less common allele, 0–0.5).A1: Other allele (reference/non-effect allele).A2: Effect allele (allele for which the effect size is estimated).i: Index/iteration number (e.g., model or subgroup identifier).lhs: Left-hand side of the SEM equation (dependent variable, e.g., trait/factor).op: SEM operator (e.g., ~ = regression, =~ = latent measurement).rhs: Right-hand side of the SEM equation (independent variable, e.g., SNP).est: Regression coefficient estimate (effect size of SNP on lhs).se_c: Standard error of the coefficient estimate (est).Z_Estimate: Z-score for the estimate (est / se_c).Pval_Estimate: P-value for the estimate (significance of est).Q: Cochran’s Q statistic (measures heterogeneity of effects across subgroups/studies).Q_df: Degrees of freedom for the Q statistic.Q_pval: P-value for Cochran’s Q (significance of heterogeneity; &lt;0.05 indicates significant heterogeneity).N_hat: Estimated effective sample size (total or weighted sample size used in analysis).
DOI: 10.15468/dl.u3et2h
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sciadopitys"
 ]
}

 The dataset includes 306 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003188-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.