cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11587/gzxixq
title: NATO / European Parliament Elections / Carinthia / Tax Reform 1999
title: NATO / Europaparlamentswahl / Kärnten / Steuerreform 1999

description: Multi-topic survey: NATO, European parliament elections, Carinthia, tax reform
description: Elections
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/inpdh6
title: Foreign Minister 1997
title: Außenminister 1997

description: Topic: Foreign minister
description: Politics
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/4elmuz
title: Voter Analysis Spring 1965
title: Wähleranalyse Frühjahr 1965

description: Multi-topic survey: Political situation, economics
description: Elections
DOI: 10.11587/c1swdo
title: World Youth Festival 1959

description: Topic: East-west contacts, impression of other countries, media
description: Youth
DOI: 10.11587/tbcil4
title: Representative Study Kurier 1965
title: Repräsentative Untersuchung Kurier 1965

description: Topic: Structure, consumption, habits of readers of the newspaper Kurier
description: Consumer
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/vyuhwv
title: Party Preferences and the Austrian People's Party (ÖVP) - Potential 2000 (2000-02-08 - 2000-03-05)
title: Parteipräferenzen und Österreichische Volkspartei (ÖVP) - Potential 2000

description: Topic: Party preferences and the Austrian People's Party (ÖVP)
description: Party preferences
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/wno00b
title: Apprenticeship Training: Economic Issues 1989/1992/1995
title: Lehrlingsausbildung: Wirtschaftsfragen 1989/1992/1995

description: Topic: Apprenticeship training
description: Profession
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.15468/dl.wbd6pv
title: Occurrence Download

description: A dataset containing 771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Intsia palembanica"
 ]
}

 The dataset includes 771 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005574-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/0bhpgc
title: Semmering Tunnel 2004

description: Topic: Semmering Tunnel
description: Traffic
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/yushvm
title: Generations / Pensions 2004
title: Generationen / Pensionen 2004

description: Multi-topic survey: Generations, pensions
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/0pr7ff
title: Current Issues / Pensions 2004
title: Aktuelle Themen / Pensionen 2004

description: Topic: Pensions
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/0wzzej
title: Pension System / Compulsory Military Service 2004
title: Pensionssystem / Wehrpflicht 2004

description: Multi-topic survey: Pension system, compulsory military service
description: Pension
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/3pjh8v
title: Opinion About Politicians 2004
title: Politikermeinung 2004

description: Topic: Opinion about politicians
description: Politicians
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/e4yfel
title: School Culture: Climate, Partnership, Autonomy - Parents: 2nd Grade 1997-1998
title: Schulkultur: Klima, Partnerschaft, Autonomie - Eltern: 2. Klassen 1997-1998

description: Topic: School culture: Climate, partnership, autonomy
description: School
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/3qc9w0
title: Upper Austria State Elections 1961
title: Landtagswahlen Oberösterreich 1961

description: Topic: Upper Austria State elections
description: Upper Austria
DOI: 10.5281/zenodo.17673629
title: Supplementary materials to Beckers LM, Uber M, Noll J, Hoffmann T, Wick A (2025) Pollutant patterns resulting from rain events in a large river – lessons learned for future monitoring. [https://doi.org/10.1186/s12302-025-01213-7]

description: These files are part of the supporting information of the scientific article "Pollutant patterns resulting from rain events in a large river – lessons learned for future monitoring" (https://doi.org/10.1186/s12302-025-01213-7). The study aimed to provide an enhanced understanding of event-based emission and pollutant processes in a large river to support future monitoring. The dataset includes feature lists resulting from non-target screening by liquid chromatography coupled to high resolution mass spectrometry (LC-HRMS) of water samples from the Moselle River. The samples were taken as daily composite samples during rain events and as 14-day composite samples at a monitoring station in Koblenz (Germany) from April to September 2021. Method blanks were prepared with ultrapure water (Milli-Q) following the procedure of preparation of water samples. Method blanks were prepared with each monthly sample batch. Blank samples are indicated by “Method_Blank” in the filename. Further, raw LC-HRMS measurement files (mzXML format) of two samples relevant for structure elucidation of prioritized features are included in the dataset. For each sample, raw files in negative (ESIneg) and positive (ESIpos) ionisation mode are provided. Please consider the "readme" file before working with the information provided in the feature lists.
DOI: 10.5281/zenodo.15590939
title: Supplementary materials to Beckers LM, Uber M, Noll J, Hoffmann T, Wick A (2025) Pollutant patterns resulting from rain events in a large river – lessons learned for future monitoring. [https://doi.org/10.1186/s12302-025-01213-7]

description: These files are part of the supporting information of the scientific article "Pollutant patterns resulting from rain events in a large river – lessons learned for future monitoring" (https://doi.org/10.1186/s12302-025-01213-7). The study aimed to provide an enhanced understanding of event-based emission and pollutant processes in a large river to support future monitoring. The dataset includes feature lists resulting from non-target screening by liquid chromatography coupled to high resolution mass spectrometry (LC-HRMS) of water samples from the Moselle River. The samples were taken as daily composite samples during rain events and as 14-day composite samples at a monitoring station in Koblenz (Germany) from April to September 2021. Method blanks were prepared with ultrapure water (Milli-Q) following the procedure of preparation of water samples. Method blanks were prepared with each monthly sample batch. Blank samples are indicated by “Method_Blank” in the filename. Further, raw LC-HRMS measurement files (mzXML format) of two samples relevant for structure elucidation of prioritized features are included in the dataset. For each sample, raw files in negative (ESIneg) and positive (ESIpos) ionisation mode are provided. Please consider the "readme" file before working with the information provided in the feature lists.
DOI: 10.15468/dl.nccq2n
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Docynia indica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 122 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005576-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w4axm
title: Occurrence Download

description: A dataset containing 50844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dosidicus gigas",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 50844 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005533-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18412132
title: famsa2_tuning_dataset v1.0: reference protein multiple sequence alignments for tuning the dissimilarity measure in FAMSA2

description: This dataset contains reference protein multiple sequence alignments (MSAs) used to tune the dissimilarity measure in FAMSA2. The data provided here are independent of the benchmarks reported in the manuscript and were used exclusively for parameter selection.

Directory structure

The dataset contains two main directories:



BAliBASE/ - multiple sequence alignment benchmark derived from BAliBASE v3

extHomFam37-2refs/ – extHomFam v37.0 protein families containing exactly two Homstrad reference sequences (the benchmark analyses reported in the manuscript use families with ≥3 reference sequences)


Each directory follows the same internal structure:



families/ – unaligned protein sequences used as input for alignment [FASTA format]

references/ – multiple sequence alignments of reference sequences only, used for accuracy evaluation [FASTA format]


Metadata

A metadata file (metadata.tsv) provides information on each family:



Dataset name - BAliBASE or extHomFam37-2refs

Protein family ID - unique identifier for the family (matches the folder name in families/)

Total number of sequences - number of sequences in the family

Number of reference sequences - number of sequences included in the references/ alignment
DOI: 10.5281/zenodo.18412133
title: famsa2_tuning_dataset v1.0: reference protein multiple sequence alignments for tuning the dissimilarity measure in FAMSA2

description: This dataset contains reference protein multiple sequence alignments (MSAs) used to tune the dissimilarity measure in FAMSA2. The data provided here are independent of the benchmarks reported in the manuscript and were used exclusively for parameter selection.

Directory structure

The dataset contains two main directories:



BAliBASE/ - multiple sequence alignment benchmark derived from BAliBASE v3

extHomFam37-2refs/ – extHomFam v37.0 protein families containing exactly two Homstrad reference sequences (the benchmark analyses reported in the manuscript use families with ≥3 reference sequences)


Each directory follows the same internal structure:



families/ – unaligned protein sequences used as input for alignment [FASTA format]

references/ – multiple sequence alignments of reference sequences only, used for accuracy evaluation [FASTA format]


Metadata

A metadata file (metadata.tsv) provides information on each family:



Dataset name - BAliBASE or extHomFam37-2refs

Protein family ID - unique identifier for the family (matches the folder name in families/)

Total number of sequences - number of sequences in the family

Number of reference sequences - number of sequences included in the references/ alignment
DOI: 10.5281/zenodo.18412462
title: LINF_320014800

description: V-type proton ATPase subunit a; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18412463
title: LINF_320014800

description: V-type proton ATPase subunit a; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.3qr9w2
title: Occurrence Download

description: A dataset containing 0 records in GBIF matching the query:
SELECT datasetKey, countryCode, COUNT(*) FROM occurrence WHERE continent = 'QA' GROUP BY datasetKey, countryCode

 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005567-260126135527185/datasets/export for details.
DOI: 10.5281/zenodo.17726761
title: Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition

description: This dataset includes the processed environmental input data to run the C3/C4 competition model and the simple carbon cycle model over 1982-2016 used in Lavergne et al. (2026): 1979_2018_Tdaytime.nc, elev.nc, d13co2_annmean_0.5_1982_2016.nc, co2_annmean_0.5_1982_2016.nc, modis_snowandice_0.5d-2010.nc, modis_barren_sparsely_vegetated_0.5d-2010.nc

We provide the global annual outputs from the P model for the historical simulations (pmodel_outputs_modern.nc) and for the attribution analyses (pmodel_outputs_modern_co2_effect.nc, pmodel_outputs_modern_temp_effect.nc, pmodel_outputs_modern_vpd_effect.nc, pmodel_outputs_modern_theta_effect.nc).

We also provide the global annual outputs from the C3/C4 model and the simple carbon cycle model over 1982-2016. The predicted fraction of C4 plants (F4), plant carbon isotopic discrimination (D13C) and gross primary production (GPP) for natural ecosystems and both natural and crops are available at C3C4_model_outputs.nc. The stable carbon isotopic composition of atmospheric CO2 for different configurations of the model are available at Simus_constant_delta_constant_fracc4_K2017.mat, Simus_variable_delta_constant_fracc4_K2017.mat, Simus_constant_delta_constant_fracc4_L2025.mat, Simus_variable_delta_constant_fracc4_L2025.mat, Simus_variable_delta_variable_fracc4_L2025.mat

Please refer to https://github.com/Alielav/Comms-Earth-Lavergne-et-al.-2025 and manuscript for more details:

Lavergne, A., Harrison, S.P., Atsawawaranunt, K. et al. Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition. Commun Earth Environ 7, 93 (2026). https://doi.org/10.1038/s43247-025-03102-6
DOI: 10.5281/zenodo.17726762
title: Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition

description: This dataset includes the processed environmental input data to run the C3/C4 competition model and the simple carbon cycle model over 1982-2016 used in Lavergne et al. (2026): 1979_2018_Tdaytime.nc, elev.nc, d13co2_annmean_0.5_1982_2016.nc, co2_annmean_0.5_1982_2016.nc, modis_snowandice_0.5d-2010.nc, modis_barren_sparsely_vegetated_0.5d-2010.nc

We provide the global annual outputs from the P model for the historical simulations (pmodel_outputs_modern.nc) and for the attribution analyses (pmodel_outputs_modern_co2_effect.nc, pmodel_outputs_modern_temp_effect.nc, pmodel_outputs_modern_vpd_effect.nc, pmodel_outputs_modern_theta_effect.nc).

We also provide the global annual outputs from the C3/C4 model and the simple carbon cycle model over 1982-2016. The predicted fraction of C4 plants (F4), plant carbon isotopic discrimination (D13C) and gross primary production (GPP) for natural ecosystems and both natural and crops are available at C3C4_model_outputs.nc. The stable carbon isotopic composition of atmospheric CO2 for different configurations of the model are available at Simus_constant_delta_constant_fracc4_K2017.mat, Simus_variable_delta_constant_fracc4_K2017.mat, Simus_constant_delta_constant_fracc4_L2025.mat, Simus_variable_delta_constant_fracc4_L2025.mat, Simus_variable_delta_variable_fracc4_L2025.mat

Please refer to https://github.com/Alielav/Comms-Earth-Lavergne-et-al.-2025 and manuscript for more details:

Lavergne, A., Harrison, S.P., Atsawawaranunt, K. et al. Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition. Commun Earth Environ 7, 93 (2026). https://doi.org/10.1038/s43247-025-03102-6
DOI: 10.15468/dl.bvfbse
title: Occurrence Download

description: A dataset containing 1187 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is IISERTPT Squirrels of South Asia Database - Version1"
 ]
}

 The dataset includes 1187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005577-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftpfvs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterosentis thapari",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005578-260126135527185/datasets/export for details.
DOI: 10.15468/dl.47h6cp
title: Occurrence Download

description: A dataset containing 7295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryas octopetala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7295 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005579-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pntd8m
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Illex argentinus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005580-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18257720
title: FinLingDiv

description: This dataset is a resource developed to support research on linguistic diversity. Quantitative research in the field is limited by the lack of openly available spatiotemporal data on speaker numbers. While most such data would stem from either 1) national censuses or 2) estimates, Finland offers an exceptional possibility of studying linguistic diversity through its Population Information system, which records, among other data, the address and native language of any person residing in Finland. The speaker data is published by Statistics Finland (CC BY 4.0), and for each year from 1990 to 2024, we collected the number of native languages and their speakers registered in each municipality. 

We structured and joined the data into a single CSV: speakers_time_series_municipality.csv.We aggregated the speaker numbers across all municipality to yield a national time series of L1-speaker statistics: speakers_time_series_finland.csv.

Furthermore, we provide two timeseries with pre-computed diversity measure according to the Leinster-Cobbold framework. One for each municipality: diversity_time_series_municipality.csv, and one for Finland as a whole: diversity_time_series_finland.csv.
DOI: 10.5281/zenodo.18257719
title: FinLingDiv

description: This dataset is a resource developed to support research on linguistic diversity. Quantitative research in the field is limited by the lack of openly available spatiotemporal data on speaker numbers. While most such data would stem from either 1) national censuses or 2) estimates, Finland offers an exceptional possibility of studying linguistic diversity through its Population Information system, which records, among other data, the address and native language of any person residing in Finland. The speaker data is published by Statistics Finland (CC BY 4.0), and for each year from 1990 to 2024, we collected the number of native languages and their speakers registered in each municipality. 

We structured and joined the data into a single CSV: speakers_time_series_municipality.csv.We aggregated the speaker numbers across all municipality to yield a national time series of L1-speaker statistics: speakers_time_series_finland.csv.

Furthermore, we provide two timeseries with pre-computed diversity measure according to the Leinster-Cobbold framework. One for each municipality: diversity_time_series_municipality.csv, and one for Finland as a whole: diversity_time_series_finland.csv.
DOI: 10.5281/zenodo.15971352
title: simulated_msa v1.0: simulated multiple sequence alignments with known phylogenies for benchmarking MSA tools

description: This dataset contains 1,860 simulated multiple sequence alignments (MSAs) with known phylogenies. The alignments were generated using the AliSim tool from IQ-TREE v2.4.0.

The simulation parameters span a broad range of conditions:



Number of sequences: 1,000–100,000

Substitution models: LG, JTT, and WAG

Sequence lengths: 400–2,000 residues

Sequence identities: 8%–75%

Gap fractions: 0%–99%


Directory structure

The dataset contains three main directories:



fasta/ – unaligned protein sequences [FASTA format]

msa/ – aligned protein sequences (reference MSAs) [FASTA format]

tree/ – phylogenetic trees corresponding to each simulated MSA (reference trees) [Newick format]


A metadata file (metadata.tsv) is also included, providing detailed information for each simulated MSA

Metadata

A metadata file (metadata.tsv) is included, containing detailed information for each simulated MSA. It provides:



id – unique MSA identifier

seqs_count – number of sequences in the MSA

alisim_length – seed sequence length

alisim_rlen_min / mean / max – relative branch length parameters

alisim_ins / alisim_del – insertion and deletion rates

alisim_model – substitution model (LG, JTT, WAG)

alisim_model_type – model configuration used by AliSim

mean_identity_percent – average sequence identity [%]

mean_gaps_percent – average fraction of gaps [%]

min_seq_length / mean_seq_length / max_seq_length – sequence length statistics