cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/a7e-mye-m5r
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pb4-gsg-342
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lsy-jhb-l60
title: Salix repens subsp. repens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mc1-zel-3rp
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gse-wty-vbh
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z8g-xr7-3sj
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/075-kn9-cp4
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vdj-cse-gvs
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sj7-npr-mwf
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w1n-b5j-0es
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr37226
title: Chinese Longitudinal Healthy Longevity Survey (CLHLS), Biomarkers Datasets, 2009, 2012, 2014
title: Archival Version

description: The Chinese Longitudinal Healthy Longevity Survey (CLHLS) biomarkers datasets were collected by the Center for Healthy Aging and Development Studies (CHADS) of National School of Development at Peking University and Chinese Center for Disease Control and Prevention (CDC). The datasets are compromised of the in-depth studies conducted in 8 longevity areas in the CLHLS' 5th, 6th and 7th waves in 2009, 2012 and 2014, respectively. During these studies, China CDC local network medical doctors conducted physical examinations of the participants and collected 7,334 samples from the centenarians, the oldest-old aged 90-99 and other younger age groups. The biomarkers datasets contain about 30 indicators on routine blood/urine tests and blood biochemical tests. The demographic variables in this collection include age and sex.
description: The Chinese Longitudinal Healthy Longevity Study (CLHLS) collected biomarker data from participants in the in-depth studies of the longevity areas in order to study the health conditions of different age groups and their determinants and confront the challenge of population aging.
description: Face-to-face interviews were conducted using the same questionnaires used in the other study sites of the Chinese Longitudinal Healthy Longevity Survey (CLHLS). China Center for Disease Control and Prevention (CDC) local network medical doctors conducted physical examinations of the participants. The doctors also collected blood samples and urine samples from centenarians, the oldest-old aged 80-99 and other younger age groups.
description: Response Rates: 97.7 percent
description: All centenarians from the 8 longevity areas in China who agreed to participate in the study were interviewed. The 8 longevity areas are as follows: Laizhou of Shandong Province Xiayi of Henan Province Zhongxiang of Hubei Province Mayang of Hunan Province Sanshui of Guangdong Province Yongfu of Guangxi Autonomous Region Chengmai of Hainan Province Rudong of Jiangsu Province For each centenarian, one octogenarian aged 80-89 living nearby, one nearby nonagenarian aged 90-99, and one nearby younger elder aged 65-79 of predesignated age and sex were interviewed.
description: Datasets: DS0: Study-Level Files DS1: 2009 Data DS2: 2012 Data DS3: 2014 Data
description: The most elderly population in the 8 longevity areas in China during 2009 through 2014. Smallest Geographic Unit: province
description: computer-assisted self interview (CASI); coded on-site observation; cognitive assessment test; face-to-face interviewAll data files in the Chinese Longitudinal Healthy Longevity Survey (CLHLS) can be linked using a key variable called ID.Additional information about the Chinese Longitudinal Healthy Longevity Survey as well as study design can be found at the Duke Center for the Study of Aging and Human Development website.
DOI: 10.3535/a36-nav-g33
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qys-kml-160
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.mfj2tc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ageratum conyzoides",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070008-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/j4t-h4s-hly
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n7z-2rx-0d9
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s99-fa5-m0g
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/snf-hrv-3rx
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7kw-xwq-vb3
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hs3-5t0-3d7
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lj7-02y-b8q
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5sm-3xj-6gp
title: Salix repens subsp. repens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9db-3wj-mh1
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q4m-gt9-3l1
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xe2-yyr-ztj
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6a1-6tq-56s
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h37-cr7-0bj
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g68-cd1-0s1
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/prq-zt6-tef
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qmv-qm6-a4m
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y4j-1a0-sbz
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sj4-xaq-hhj
title: Salix repens subsp. repens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/01j-gwh-4k2
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hws-4d8-q1j
title: Salix repens subsp. argentea (Sm. ex Rchb.) A. Camus & E. G. Camus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bw5-00b-cjr
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nag-9p3-v08
title: Salix repens subsp. repens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9qy-a70-pkp
title: Salix repens subsp. repens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x87-9qt-dpr
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ess-4k2-fk6
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t09-2am-g58
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/122-kw1-53q
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/23v-s0h-1zj
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lfh-506-0nn
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ens-qkl-v7z
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j56-x7q-qjn
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1pc-bqr-0qc
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yjh-qdt-zlg
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v44-rs9-7tk
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zj9-gsw-nyb
title: Salix repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.15403334
title: Low D/H ratio for benzonitrile in TMC-1: Implication for the origin of PAHs in cold dark clouds

description: This dataset contains the laboratory measured rotational transitions and the frequency predictions for each of the three isomers of monodeuterated benzonitrile together with the 1H and 13C NMR spectra of the chemical species synthesized in this work.
DOI: 10.5281/zenodo.15403336
title: Low D/H ratio for benzonitrile in TMC-1: Implication for the origin of PAHs in cold dark clouds

description: This dataset contains the laboratory measured rotational transitions and the frequency predictions for each of the three isomers of monodeuterated benzonitrile together with the 1H and 13C NMR spectra of the chemical species synthesized in this work.
DOI: 10.15468/dl.kvvzuq
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria brizantha",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000207-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9egh96
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fimbristylis sieberiana, Fimbristylis spadicea ferruginea, Fimbristylis stans, Fimbristylis stans, Fimbristylis sublateralis, Fimbristylis trispicata, Iria ferruginea, Isolepis ferruginea, Schoenus polymorphus, Scirpus arvensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15878577
title: Posterior samples from Gaussian Process warp model fits for the exoALMA disc sample

description: This dataset contains Gaussian Process (GP) posterior samples of disk warp parameters inferred from residual velocity fields in the exoALMA protoplanetary disc survey. For each disc, we decompose the line-of-sight velocity residuals into azimuthal harmonics and model the inferred inclination and position angle variations as functions of radius. The GP posterior samples include radial profiles of inclination perturbation ($\delta i$), position angle perturbation ($\delta \mathrm{PA}$), the local warp tilt ($\beta$), warp gradient ($\psi$), and twist ($\gamma$), for each target.

These files support the findings presented in our paper:



The exoALMA program gave an unprecedented view of the complex kinematics of protoplanetary disks, revealing diverse structures that remain poorly understood. We show that moderate disk warps (∼0.5–2°) can naturally explain many of the observed large-scale velocity features with azimuthal wavenumber m = 1. Using a simple model, we interpret line-of-sight velocity variations as changes in the projected Keplerian rotation caused by warping of the disk. While not a unique explanation, this interpretation aligns with growing observational evidence that warps are common. We demonstrate that such warps can also produce spiral structures in scattered light and CO brightness temperature, with ∼10 K variations in MWC 758. Within the exoALMA sample, warp properties correlate with stellar accretion rates, suggesting a link between the inner disc and outer disc kinematics. If warps cause large-scale kinematic structure, this has far reaching implications for turbulence, angular momentum transport, and planet formation.


Each CSV file corresponds to one disc and one warp quantity (e.g., MWC_758_delta_i_gp_samples.csv), with rows representing posterior samples and columns corresponding to radial grid points (in AU). 

Summary:





Two directories, one for the 12CO and the other for the 13CO results




Posterior samples of $\delta i(R)$, $\delta \mathrm{PA}(R)$, $\theta(R)$, $\psi(R)$, and $\gamma(R)$ for all discs in the exoALMA sample.




Files are named following the convention: <disc_name>_<quantity>_gp_samples.csv


Includes a script for a quick view - when in the directory containing the unzipped directories, run python quick_plot.py --target <disc_name> --data-dir <species_directory> --quantity <quantity>
DOI: 10.5281/zenodo.15878576
title: Posterior samples from Gaussian Process warp model fits for the exoALMA disc sample

description: This dataset contains Gaussian Process (GP) posterior samples of disk warp parameters inferred from residual velocity fields in the exoALMA protoplanetary disc survey. For each disc, we decompose the line-of-sight velocity residuals into azimuthal harmonics and model the inferred inclination and position angle variations as functions of radius. The GP posterior samples include radial profiles of inclination perturbation ($\delta i$), position angle perturbation ($\delta \mathrm{PA}$), the local warp tilt ($\beta$), warp gradient ($\psi$), and twist ($\gamma$), for each target.

These files support the findings presented in our paper:



The exoALMA program gave an unprecedented view of the complex kinematics of protoplanetary disks, revealing diverse structures that remain poorly understood. We show that moderate disk warps (∼0.5–2°) can naturally explain many of the observed large-scale velocity features with azimuthal wavenumber m = 1. Using a simple model, we interpret line-of-sight velocity variations as changes in the projected Keplerian rotation caused by warping of the disk. While not a unique explanation, this interpretation aligns with growing observational evidence that warps are common. We demonstrate that such warps can also produce spiral structures in scattered light and CO brightness temperature, with ∼10 K variations in MWC 758. Within the exoALMA sample, warp properties correlate with stellar accretion rates, suggesting a link between the inner disc and outer disc kinematics. If warps cause large-scale kinematic structure, this has far reaching implications for turbulence, angular momentum transport, and planet formation.


Each CSV file corresponds to one disc and one warp quantity (e.g., MWC_758_delta_i_gp_samples.csv), with rows representing posterior samples and columns corresponding to radial grid points (in AU). 

Summary:





Two directories, one for the 12CO and the other for the 13CO results




Posterior samples of $\delta i(R)$, $\delta \mathrm{PA}(R)$, $\theta(R)$, $\psi(R)$, and $\gamma(R)$ for all discs in the exoALMA sample.




Files are named following the convention: <disc_name>_<quantity>_gp_samples.csv


Includes a script for a quick view - when in the directory containing the unzipped directories, run python quick_plot.py --target <disc_name> --data-dir <species_directory> --quantity <quantity>
DOI: 10.3535/nxp-t28-r3m
title: Gramineae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.34740/kaggle/dsv/12496608
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.quz6rj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-250717081556266/datasets/export for details.
DOI: 10.15468/dl.8ptrf9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m8xu5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000212-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jbegc9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea millefolium, Achillea ptarmica, Alopecurus geniculatus, Arion vulgaris, Arthurdendyus triangulatus, Boletus edulis, Bonnemaisonia hamifera, Branta canadensis, Campylopus introflexus, Carum carvi, Centaurea scabiosa, Chalciporus piperatus, Cygnus olor, Descolea antarctica, Elymus repens, Epilobium ciliatum, Equisetum variegatum, Erythranthe guttata, Globodera pallida, Globodera rostochiensis, Glyceria maxima, Holcus lanatus, Iris pseudacorus, Lactarius quieticolor, Lactarius rufus, Lathyrus pratensis, Lepus timidus, Lotus corniculatus, Lotus pedunculatus, Myosotis discolor, Myrrhis odorata, Oryctolagus cuniculus, Persicaria amphibia, Phalaris arundinacea, Poa trivialis, Pseudopolydora paucibranchiata, Rana temporaria, Rattus norvegicus, Rumex acetosella, Russula sardonia, Sinapis arvensis, Suillus bovinus, Suillus granulatus, Suillus grevillei, Suillus luteus, Tanacetum vulgare, Trifolium repens, Tussilago farfara, Veronica beccabunga, Vicia cracca, Vicia sepium)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-6.932859 61.55433, -6.894738 61.5228, -6.860912 61.46995, -6.79017 61.44109, -6.77605 61.45133, -6.784969 61.46014, -6.801431 61.46829, -6.771608 61.4795, -6.749215 61.47651, -6.733237 61.48192, -6.713597 61.48551, -6.756908 61.49788, -6.724269 61.50536, -6.775027 61.53273, -6.796221 61.53365, -6.829809 61.56498, -6.830257 61.58546, -6.853455 61.58932, -6.932859 61.55433))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000213-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkwqcv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scirpus bonariensis, Scirpus brevifolius, Scirpus cinereofuscus, Scirpus cinereofuscus, Scirpus debilis, Scirpus ferrugineus, Scirpus ferrugineus debilis, Scirpus ferrugineus debilis, Scirpus globulosus, Scirpus habessinicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000214-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15855564
title: Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development

description: Experimental dataset used for hybrid P. pastoris bioreactor process model creation in article:

Bolmanis, E.; Galvanauskas, V.; Grigs, O.; Vanags, J.; Kazaks, A. Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development. Fermentation 2025, 11, 411. https://doi.org/10.3390/fermentation11070411

Contains sequential process data (sampling time: 60 seconds):



Input data



Substrate (methanol) feed rate, Fs (mL/min);

Cell biomass, X (gDCW/L);

Product concentration, P (mg/L);

Culture volume, V (L);

Shock factor, Sh (dimensionless).



Target data



Cell biomass, X (gDCW/L);

Product concentration, P (mg/L).



Volumetric flow rate, F (mL/min).
DOI: 10.5281/zenodo.15855565
title: Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development

description: Experimental dataset used for hybrid P. pastoris bioreactor process model creation in article:

Bolmanis, E.; Galvanauskas, V.; Grigs, O.; Vanags, J.; Kazaks, A. Leveraging Historical Process Data for Recombinant P. pastoris Fermentation Hybrid Deep Modeling and Model Predictive Control Development. Fermentation 2025, 11, 411. https://doi.org/10.3390/fermentation11070411

Contains sequential process data (sampling time: 60 seconds):



Input data



Substrate (methanol) feed rate, Fs (mL/min);

Cell biomass, X (gDCW/L);

Product concentration, P (mg/L);

Culture volume, V (L);

Shock factor, Sh (dimensionless).



Target data



Cell biomass, X (gDCW/L);

Product concentration, P (mg/L).



Volumetric flow rate, F (mL/min).
DOI: 10.15468/dl.vm5rs6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scirpus habessinicus, Scirpus miliaceus, Scirpus pallescens, Scirpus stans, Scirpus tranquebariensis, Scirpus tristachyos, Fimbristylis leucocolea, Iria leucocolea, Fimbristylis littoralis, Fimbristylis quinquangularis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000216-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.