cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5r2se6
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euonymus schensianus Maxim.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 135 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023109-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu7o42
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029298-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xamtfp
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003473-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uuyv9
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hoya lyi H.Lév."
 ]
}

 The dataset includes 96 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023110-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfoe23
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041808-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdsvpy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029364-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbgqsg
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium leptum Johanss. & Sam."
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023689-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyr9ta
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003486-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzpagh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029349-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cfd36
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum cohaerens N.Robson"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026434-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11635949
title: test
DOI: 10.5281/zenodo.11635950
title: test
DOI: 10.5281/zenodo.11446643
title: 1D global and tectonic-type anisotropic Vs models

description: The folders 'dc_*' contain 16,380 Rayleigh- and Love-phase-velocity curve pairs extracted from the global phase velocity maps, with one pair at each knot of our 2°-spaced global grid. The folder 'average_dc'  includes the averaged curves over the globe and eight tectonic environments (old oceans, intermediate oceans, young oceans, back-arcs, cratons, stable platforms, Phanerozoic continents, rifts and continental hotspots). These curves are inverted for 1D azimhutally anisotropic velocity profiles of the upper mantle. The folder 'Vs models' contain the isotropic global and tectonic-type Vs models while the folder ánisotropy_profiles' shows the global radial anisotropy (R = Vsh - Vsv / Vs) and that for for each environment. Please refer to: Civiero, C., Lebedev, S., Xu, Y., Bonadio, R., & Lavoué, F. (2024). Toward tectonic‐type and global 1D seismic models of the upper mantle constrained by broadband surface waves. Bulletin of the Seismological Society of America, 114(3), 1321-1346.
DOI: 10.5281/zenodo.11446644
title: 1D global and tectonic-type anisotropic Vs models

description: The folders 'dc_*' contain 16,380 Rayleigh- and Love-phase-velocity curve pairs extracted from the global phase velocity maps, with one pair at each knot of our 2°-spaced global grid. The folder 'average_dc'  includes the averaged curves over the globe and eight tectonic environments (old oceans, intermediate oceans, young oceans, back-arcs, cratons, stable platforms, Phanerozoic continents, rifts and continental hotspots). These curves are inverted for 1D azimhutally anisotropic velocity profiles of the upper mantle. The folder 'Vs models' contain the isotropic global and tectonic-type Vs models while the folder ánisotropy_profiles' shows the global radial anisotropy (R = Vsh - Vsv / Vs) and that for for each environment. Please refer to: Civiero, C., Lebedev, S., Xu, Y., Bonadio, R., & Lavoué, F. (2024). Toward tectonic‐type and global 1D seismic models of the upper mantle constrained by broadband surface waves. Bulletin of the Seismological Society of America, 114(3), 1321-1346.
DOI: 10.15468/dl.oac5av
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009653-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5h3u8
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia abrotanoides (Kar.) Sytsma",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 304 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026438-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pujfwb
title: Occurrence Download

description: A dataset containing 625198506 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 625198506 records from 14211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029467-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwddzs
title: Occurrence Download

description: A dataset containing 775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichilogaster acaciaelongifoliae",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 775 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018394-251009101135966/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.30353764
title: Data for Shuanghuanglian Oral Liquid in SALI Mouse Model”

description: This dataset contains the Molecular docking and molecular dynamics (MD) simulations supporting the findings of our study titled 'Shuanghuanglian Oral Liquid alleviates sepsis-induced acute lung injury: A study of potential mechanisms involving the CXCL8/NF-κB axis based on network pharmacology and experimental validation'. The data corresponds to the experiments described in the manuscript.
DOI: 10.6084/m9.figshare.30353764.v1
title: Data for Shuanghuanglian Oral Liquid in SALI Mouse Model”

description: This dataset contains the Molecular docking and molecular dynamics (MD) simulations supporting the findings of our study titled 'Shuanghuanglian Oral Liquid alleviates sepsis-induced acute lung injury: A study of potential mechanisms involving the CXCL8/NF-κB axis based on network pharmacology and experimental validation'. The data corresponds to the experiments described in the manuscript.
DOI: 10.15468/dl.zfmw7a
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mastigodryas boddaerti",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 598 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007330-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3apsqp
title: Occurrence Download

description: A dataset containing 3836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geocrinia leai"
 ]
}

 The dataset includes 3836 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007331-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18749391
title: Supplemental Table S1 for When Pregnancy Tests the Heart: Voluntary Wheel Running Attenuates HFHS-Associated Postpartum Hemodynamic Dysfunction

description: Supplemental Table S1 contains model-estimated least-squares mean differences (Δ) with 95% confidence intervals for primary pressure–volume loop outcomes measured 6–9 days post-weaning at baseline and during dobutamine. This dataset supports the manuscript submitted to AJP-Heart.
DOI: 10.5281/zenodo.18749390
title: Supplemental Table S1 for When Pregnancy Tests the Heart: Voluntary Wheel Running Attenuates HFHS-Associated Postpartum Hemodynamic Dysfunction

description: Supplemental Table S1 contains model-estimated least-squares mean differences (Δ) with 95% confidence intervals for primary pressure–volume loop outcomes measured 6–9 days post-weaning at baseline and during dobutamine. This dataset supports the manuscript submitted to AJP-Heart.
DOI: 10.13140/rg.2.2.23482.25280
title: Proceedings 16th International Alpine Workshop and 5th River Conference – Lech & Isel 2018
DOI: 10.15468/cr7gvs
title: Marine sites, habitats and species data collected during the BioMar survey of Ireland.

description: A database of marine species of the seashore and seabed of the island of Ireland.
DOI: 10.15468/dl.9mf3kj
title: Occurrence Download

description: A dataset containing 8792 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limnodynastes dorsalis"
 ]
}

 The dataset includes 8792 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007333-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14eovkx
title: Island of Hawaii ROD tree inoculation study, 2019-2022

description: This data release includes metadata and tabular data that documents the response of ohia (Metrosideros polymorpha) and ambrosia beetles (Curculionidae, Xyleborini) following the intentional inoculation of healthy ohia to Ceratocystis lukuohia, one of two fungal pathogens that causes Rapid Ohia Death (ROD). Ohia were inoculated with the ROD pathogen at three sites differing in elevation on the Island of Hawaii during January and June 2019. Inoculated and control trees were monitored for changes in foliage condition, beetle attack rates, beetle species composition, and the viability of the fungi within the tree through August 2021. These data are represented in the following seven files: 1) descriptions of trees, 2) tree conditions and the presence of beetle galleries, 3) beetles collected in boring dust traps (BDTs), 4) viability of fungi in beetle frass, 5) beetles collected on sticky traps, 6) descriptions of felled trees, and 7) beetles emerging from felled trees.
DOI: 10.15468/dl.wkazn7
title: Occurrence Download

description: A dataset containing 1906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myiobius barbatus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1906 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007334-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18759312
title: Smart Analysis of Economics in Spanish

description: Texts related to economics and finances are characterized by the use of words and expressions whose meaning (and the sentiments they convey) substantially depend on the context. This poses a major challenge to Natural Language Processing tasks in general, and Sentiment Analysis in particular. For low-resource languages such as Spanish, this situation becomes even more acute. Yet, the latest advancements in the field, including word embeddings and transformers, have allowed to boost the performance of Sentiment Analysis solutions. In this work we explore the impact of the combination of different feature sets in the accuracy of Sentiment Analysis in Spanish financial texts. For this, a corpus with 15,915 tweets has been compiled and manually annotated as either positive, negative, or neutral. Then, feature sets based on contextual and non-contextual embeddings along with linguistic features were evaluated both individually and combined. The best results, with a weighted F1-score of 73.15880%, were obtained with a combination of feature sets by means of knowledge integration.
DOI: 10.5281/zenodo.18759313
title: Smart Analysis of Economics in Spanish

description: Texts related to economics and finances are characterized by the use of words and expressions whose meaning (and the sentiments they convey) substantially depend on the context. This poses a major challenge to Natural Language Processing tasks in general, and Sentiment Analysis in particular. For low-resource languages such as Spanish, this situation becomes even more acute. Yet, the latest advancements in the field, including word embeddings and transformers, have allowed to boost the performance of Sentiment Analysis solutions. In this work we explore the impact of the combination of different feature sets in the accuracy of Sentiment Analysis in Spanish financial texts. For this, a corpus with 15,915 tweets has been compiled and manually annotated as either positive, negative, or neutral. Then, feature sets based on contextual and non-contextual embeddings along with linguistic features were evaluated both individually and combined. The best results, with a weighted F1-score of 73.15880%, were obtained with a combination of feature sets by means of knowledge integration.
DOI: 10.5281/zenodo.18199544
title: FASSTrecords -- An SQLite database of Cosine based structural annotations of public metabolomics raw data

description: This is a stable version of the first FASSTrecords release.

Please cite the StructureMASST paper (El Abiead et al., Nature Biotechnology, 2026) if you use this this database.

 

Acknowledgements

YE acknowledges the Chen Zuckerberg Initiative (CZI) and APART-USA (ÖAW) for funding. JIS acknowledges National Research Foundation of Korea(NRF) for funding (RS-2025-02373133). HNZ was supported by the National Institute Of Environmental Health Sciences of the National Institutes of Health under Award Number K99ES037746. HG acknowledges the CCFA for funding. CB acknowledges the MSCA-GF for funding. SX is supported by BBSRC/NSF award 2152526, National Institute of Health Sciences U24DK133658 and Chan Zuckerberg Initiative. PCD acknowledges support from NIDDK U24DK133658, Chan Zuckerberg Initiative for supporting development of FASSTrecords, NSF-BBSRC 2152526 and EnvedaGives Scientific Research Fund for enabling this work. A.M.C.-R. and P.C.D. were supported by the Gordon and Betty Moore Foundation grant GBMF12120. J.A.V. acknowledges support from Chan Zuckerberg Initiative [2024-350548], BBSRC [BB/W000156/1] and EMBL core funding. SS acknowledges support from NIDDK U24DK141185, NIDDK U2CDK119886, and Chan Zuckerberg Initiative for MetabolomicsXChange. Reproductive Scientist Development Program Grant supports L.A.B. DP was supported by the Simons Foundation International (Award ID: SFI-LS-ECIAMEE-00013858).  MW acknowledges support by NIH 5U24DK133658 and NIH 2R01GM107550. We acknowledge Janne Heirman and Wout Bittremieux for enabling us to use falcon before the official publication date.

 

Competing Interests Statement 

P.C.D. is an advisor and holds equity in Cybele, BileOmix, Sirenas and a scientific co-founder, advisor, holds equity and/or received income from Ometa, Enveda, and Arome with prior approval by UC San Diego. P.C.D. also consulted for DSM animal health in 2023. L.A.B. consulted for Locus Biosciences with prior approval from UC San Diego. MW is a co-founder of Ometa Labs LLC. The remaining authors declare no conflicts of interest.
DOI: 10.5281/zenodo.18199543
title: FASSTrecords -- An SQLite database of Cosine based structural annotations of public metabolomics raw data

description: This is a stable version of the first FASSTrecords release.

Please cite the StructureMASST paper (El Abiead et al., Nature Biotechnology, 2026) if you use this this database.

 

Acknowledgements

YE acknowledges the Chen Zuckerberg Initiative (CZI) and APART-USA (ÖAW) for funding. JIS acknowledges National Research Foundation of Korea(NRF) for funding (RS-2025-02373133). HNZ was supported by the National Institute Of Environmental Health Sciences of the National Institutes of Health under Award Number K99ES037746. HG acknowledges the CCFA for funding. CB acknowledges the MSCA-GF for funding. SX is supported by BBSRC/NSF award 2152526, National Institute of Health Sciences U24DK133658 and Chan Zuckerberg Initiative. PCD acknowledges support from NIDDK U24DK133658, Chan Zuckerberg Initiative for supporting development of FASSTrecords, NSF-BBSRC 2152526 and EnvedaGives Scientific Research Fund for enabling this work. A.M.C.-R. and P.C.D. were supported by the Gordon and Betty Moore Foundation grant GBMF12120. J.A.V. acknowledges support from Chan Zuckerberg Initiative [2024-350548], BBSRC [BB/W000156/1] and EMBL core funding. SS acknowledges support from NIDDK U24DK141185, NIDDK U2CDK119886, and Chan Zuckerberg Initiative for MetabolomicsXChange. Reproductive Scientist Development Program Grant supports L.A.B. DP was supported by the Simons Foundation International (Award ID: SFI-LS-ECIAMEE-00013858).  MW acknowledges support by NIH 5U24DK133658 and NIH 2R01GM107550. We acknowledge Janne Heirman and Wout Bittremieux for enabling us to use falcon before the official publication date.

 

Competing Interests Statement 

P.C.D. is an advisor and holds equity in Cybele, BileOmix, Sirenas and a scientific co-founder, advisor, holds equity and/or received income from Ometa, Enveda, and Arome with prior approval by UC San Diego. P.C.D. also consulted for DSM animal health in 2023. L.A.B. consulted for Locus Biosciences with prior approval from UC San Diego. MW is a co-founder of Ometa Labs LLC. The remaining authors declare no conflicts of interest.
DOI: 10.5281/zenodo.18759326
title: Plate 2.8 Weather Types and Distribution of Precipitation throughout the European Alps
title: Tafel 2.8 Wetterlagen und Niederschlagsverteilung im europäischen Alpenraum
title: Planche 2.8 Situations météorologiques et distribution des précipitations dans la zone alpine européenne
title: Tavola 2.8 Situazioni meteorologiche e distribuzione delle precipitazioni nella regione alpina europea

description: The present plate describes typical weather types in the European Alps and the distribution of precipitation that results from them. In addition, it illustrates variations in the frequency of weather types between one season and another and between one year and another, as well as of the relationship between prevailing weather types and spatial distribution of air pressure and temperature over continental Europe.
description: Die vorliegende Tafel beschreibt typische Wetterlagen im Alpenraum und die mit ihnen verbundene Niederschlagsverteilung. Zudem werden Schwankungen in der Wetterlagen-häufigkeit von Jahreszeit zu Jahreszeit, von Jahr zu Jahr sowie der Zusammenhang zwischen der vorherrschenden Wetterlage und der räumlichen Verteilung von Druck und Temperatur auf der kontinentalen Skala illustriert.
description: La présente planche décrit les situations météorologiques typiques de la région alpine européenne et la distribution des précipitations qui leur est liée. En outre, elle montre comment leur fréquence varie d’une saison et d’une année à l’autre et comment la situation dominante détermine la distribution spatiale de la pression et de la température à l’échelle du continent.
description: La presente tavola descrive situazioni meteorologiche tipiche della regione alpina e la distribuzione delle precipitazioni a loro connesse. Sono inoltre illustrate anche le variazioni della frequenza delle situazioni meteorologiche di stagione in stagione, di anno in anno, come pure il legame tra la situazione meteorologica predominante e la distribuzione spaziale della pressione e della temperatura su scala continentale.