cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7844558
title: Grambank v1.0

description: Cite the source of the dataset as: Skirgård, Hedvig and Haynie, Hannah J. and Blasi, Damián E. and Hammarström, Harald and Collins, Jeremy and Latarche, Jay J. and Lesage, Jakob and Weber, Tobias and Witzlack-Makarevich, Alena and Passmore, Sam and Chira, Angela and Maurits, Luke and Dinnage, Russell and Dunn, Michael and Reesink, Ger and Singer, Ruth and Bowern, Claire and Epps, Patience and Hill, Jane and Vesakoski, Outi and Robbeets, Martine and Abbas, Noor Karolin and Auer, Daniel and Bakker, Nancy A. and Barbos, Giulia and Borges, Robert D. and Danielsen, Swintha and Dorenbusch, Luise and Dorn, Ella and Elliott, John and Falcone, Giada and Fischer, Jana and Ghanggo Ate, Yustinus and Gibson, Hannah and Göbel, Hans-Philipp and Goodall, Jemima A. and Gruner, Victoria and Harvey, Andrew and Hayes, Rebekah and Heer, Leonard and Herrera Miranda, Roberto E. and Hübler, Nataliia and Huntington-Rainey, Biu and Ivani, Jessica K. and Johns, Marilen and Just, Erika and Kashima, Eri and Kipf, Carolina and Klingenberg, Janina V. and König, Nikita and Koti, Aikaterina and Kowalik, Richard G. A. and Krasnoukhova, Olga and Lindvall, Nora L.M. and Lorenzen, Mandy and Lutzenberger, Hannah and Martins, Tônia R.A. and Mata German, Celia and van der Meer, Suzanne and Montoya Samamé, Jaime and Müller, Michael and Muradoglu, Saliha and Neely, Kelsey and Nickel, Johanna and Norvik, Miina and Oluoch, Cheryl Akinyi and Peacock, Jesse and Pearey, India O.C. and Peck, Naomi and Petit, Stephanie and Pieper, Sören and Poblete, Mariana and Prestipino, Daniel and Raabe, Linda and Raja, Amna and Reimringer, Janis and Rey, Sydney C. and Rizaew, Julia and Ruppert, Eloisa and Salmon, Kim K. and Sammet, Jill and Schembri, Rhiannon and Schlabbach, Lars and Schmidt, Frederick W.P. and Skilton, Amalia and Smith, Wikaliler Daniel and de Sousa, Hilário and Sverredal, Kristin and Valle, Daniel and Vera, Javier and Voß, Judith and Witte, Tim and Wu, Henry and Yam, Stephanie and Ye 葉婧婷, Jingting and Yong, Maisie and Yuditha, Tessa and Zariquiey, Roberto and Forkel, Robert and Evans, Nicholas and Levinson, Stephen C. and Haspelmath, Martin and Greenhill, Simon J. and Atkinson, Quentin D. and Gray, Russell D. (in press). Grambank reveals the importance of genealogical constraints on linguistic diversity and highlights the impact of language loss. Science Advances.
DOI: 10.5281/zenodo.7976754
title: The AUTOTYP database

description: AUTOTYP is a large-scale research program with goals in both quantitative and qualitative typology. This release contains the full raw data from the AUTOTYP databases along with metadata, aggregated datasets and aggregation scripts. Please cite as: Bickel, Balthasar, Nichols, Johanna, Zakharko, Taras, Witzlack-Makarevich, Alena, Hildebrandt, Kristine, Rießler, Michael, Bierkandt, Lennart, Zúñiga, Fernando & Lowe, John B. 2022. The AUTOTYP database (v1.1.1). https://doi.org/10.5281/zenodo.7976754 <strong>Release 1.1.1 summary</strong> - Improved CLDF export for the dataset `MaximallyInflectedVerbSynthesis` Many thanks to Robert Forkel for this contribution!
DOI: 10.6084/m9.figshare.28229777
title: Supplementary Material for: Long-Term Effectiveness and Safety of Isatuximab in Combination with Pomalidomide and Dexamethasone in a Japanese Patient with Refractory Multiple Myeloma and 1q21 Amplification: A Case Report

description: Introduction: In the ICARIA-MM trial, isatuximab plus pomalidomide-dexamethasone (Pd) significantly prolonged progression-free survival, compared with Pd alone, in patients with relapsed or refractory multiple myeloma (RRMM), including those with gain or amplification of chromosome 1q, region 2, band 1 (1q21+). Case Presentation: We describe a 62-year-old Japanese man with 1q21+ RRMM, previously treated with three lines of therapy, who had a rapid and durable response to isatuximab-Pd. After the first isatuximab-Pd cycle, he had a complete response or better, which was maintained throughout 54 cycles (4.25 years). Isatuximab-Pd was generally well tolerated. The only serious AE was grade 3 cataracts. Conclusion: Our case shows that isatuximab-Pd is capable of inducing an enduring response in a patient with 1q21+ RRMM.
DOI: 10.17632/tzn58zt69d.1
title: hiVOF: A software for high-order volume of fluid initialization on arbitrary polyhedra

description: The hiVOF package implements a high-order accurate and efficient method for computing the fluid volume bounded by an arbitrary polyhedron, whether it is convex or non-convex, and an implicitly-defined fluid body with complex regions and even discontinuous gradients. The implemented method can be considered as a combination of high-order integrations based on simple Gaussian quadratures with recursive local grid refinements that manage the difficulties of local extrema without the need to directly handle multi-times intersected edges and internally-intersected faces.

The hiVOF software is implemented in FORTRAN. Several test programs have been included in the supplied software package to asses the accuracy and computational efficiency of the implemented method for the volume of fluid initialization of fluid-bodies with complex interfaces of a high degree on structured and unstructured grids. OpenMP application programming interface is used to parallelize its execution in shared-memory architectures.
DOI: 10.17632/yhgdzfpnym.1
title: Irish Building Energy Rating Database - (Cleaned 05/10/2023)

description: Found in the database of the Sustainable Energy Authority of Ireland, other than occasional erroneous entries, when a field is unknown the chosen default imputed values used are based on pessimistic estimates. Especially with the economic bounce back in Ireland, these values have become unrepresentative and skewed. It was determined that a more representative alternative be used. Research into this has provided a cleaning methodology that can be used to extract and process information the database.

This dataset contains a cleaned pull from the BER database that occurred on the 5th October 2023.
DOI: 10.5066/f7jh3j83
title: Streamflow and fish community diversity data for use in developing ecological limit functions for the Cumberland Plateau, northeastern Middle Tennessee and southwestern Kentucky, 2015

description: This geospatial dataset includes one point feature class file and associated FGDC-compliant metadata representing datasets to support development of ecological limit functions for the Cumberland Plateau in northeastern Middle Tennessee and southeastern Kentucky. Information contained within the dataset represents values of basin characteristics, estimates of streamflow characteristics, measures of individual and cumulative departure of streamflow characteristics from reference hydrologic conditions, and fish species richness for 138 sites in the study area. Characteristics describing each basin were estimated and standardized based on Knight and others (2012) and include: percent forest, percent agriculture, percent of basin in the Interior Plateau Level 3 Ecoregion, percent of basin in Blue Ridge Level 3 Ecoregion, mean basin elevation, index of Hortonian overland flow, soil factor, geologic factor, monthly mean precipitation, January precipitation deviation, August temperature deviation, temperature range, and rock depth as well as the interaction of soil factor, geologic factor, and rock depth with monthly mean precipitation. Basin characteristics were used as independent variables to estimate streamflow characteristics, also in standardized form, following Knight and others (2012). Estimated streamflow characteristics include measures of the magnitude, duration, frequency, timing, and rate of change of the annual hydrograph (Knight and others, 2012). Departure values for individual streamflow characteristics were determined by calculating the numerical distance (difference) outside the reference range for each streamflow characteristic. Reference hydrologic conditions for the study area were determined using methods presented in Knight and others ( 2012; 2014). Reference ranges are included in the metadata in the entity and attribute descriptions for the fields representing individual hydrologic departure values. Cumulative hydrologic departures represent the sum of individual departure values that were identified as statistically significant (p &lt; 0.05) in quantile regression analysis based on Knight and others (2014), stratified by fish group. Fish species richness for 11 fish groups is presented for each site and represents trophic, taxonomic, reproductive, and habitat preferences (Knight and others, 2014) as well as fishes that are considered as rare, threatened, or endangered by Withers (2009).
DOI: 10.5517/ccdc.csd.cc204w57
title: CCDC 1851728: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2018|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.26063581
title: gene annotation of Fistularia commersonii

description: gene annotation filepublication:Chromosome-level genome assembly of <i>Fistularia commersonii </i>(Syngnathiformes, Fistulariidae)
DOI: 10.15468/dl.4ufzz3
title: Occurrence Download

description: A dataset containing 9236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus melanotis J.A.Allen & Chapman, 1897"
 ]
}

 The dataset includes 9236 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131259-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tt8z6
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorex saussurei Merriam, 1892"
 ]
}

 The dataset includes 833 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413772-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hypb5
title: Occurrence Download

description: A dataset containing 2168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoeurycea bellii (Gray, 1850)"
 ]
}

 The dataset includes 2168 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108980-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj5y4t
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilisepta virgata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 395 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018260-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17153232
title: Seismicity clusters in Sumatra Arc for mainshocks ≥7.0

description: Description

This dataset contains seismicity clusters in the Sumatra Arc for the years 2009–2023, characterized by mainshocks with magnitude Mm ≥ 7.0. The clusters were derived using different clustering methods 

Files





cluster_Mm7_GRETAS.list – cluster_Mm7_GRETAS.list– clusters obtained with GRETAS (GRaph-based approach to ETAS), a graph-based theoretical method based on the Epidemic-Type Aftershock Sequence (ETAS) model.




cluster_Mm7_GRETAS_Uhrh_55.list – clusters obtained with GRETAS, enhanced by physically motivated filtering.




cluster_Mm7_window_based.list – clusters obtained with a window-based method.



Format

Each line contains the  following event information:

day month year hour minute second magnitude latitude longitude depth

The line

**************

is used to separate different clusters.

References

Gentili, S., Chiappetta, G., Petrillo, G., Brondi, P. & Zhuang, J. Forecasting strong subsequent earthquakes in japan using an improved version of nestore machine learning algorithm. Geosci. Front. 16, 102016, DOI: 10.1016/j.gsf.2025.102016 (2025).

Zhuang J, Ogata Y, Vere-Jones D (2002) Stochastic declustering of space-time earthquake occurrences. J Am Stat Assoc 97(458):369–380. DOI: 10.1198/016214502760046925
DOI: 10.5281/zenodo.17153233
title: Seismicity clusters in Sumatra Arc for mainshocks ≥7.0

description: Description

This dataset contains seismicity clusters in the Sumatra Arc for the years 2009–2023, characterized by mainshocks with magnitude Mm ≥ 7.0. The clusters were derived using different clustering methods 

Files





cluster_Mm7_GRETAS.list – cluster_Mm7_GRETAS.list– clusters obtained with GRETAS (GRaph-based approach to ETAS), a graph-based theoretical method based on the Epidemic-Type Aftershock Sequence (ETAS) model.




cluster_Mm7_GRETAS_Uhrh_55.list – clusters obtained with GRETAS, enhanced by physically motivated filtering.




cluster_Mm7_window_based.list – clusters obtained with a window-based method.



Format

Each line contains the  following event information:

day month year hour minute second magnitude latitude longitude depth

The line

**************

is used to separate different clusters.

References

Gentili, S., Chiappetta, G., Petrillo, G., Brondi, P. & Zhuang, J. Forecasting strong subsequent earthquakes in japan using an improved version of nestore machine learning algorithm. Geosci. Front. 16, 102016, DOI: 10.1016/j.gsf.2025.102016 (2025).

Zhuang J, Ogata Y, Vere-Jones D (2002) Stochastic declustering of space-time earthquake occurrences. J Am Stat Assoc 97(458):369–380. DOI: 10.1198/016214502760046925
DOI: 10.15468/dl.wjvsc6
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cactoblastis cactorum"
 ]
}

 The dataset includes 637 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018262-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17122643
title: HyperProbe 1.1 Testing and Validation - PART 2

description: The dataset contains data related to the technical characterization of the upgraded and optimized laboratory version of the HyperProbe system, referred to as HyperProbe1.1. It also includes data from the validation experiments, covering the spectral characterization and analysis of meningioma and glioma samples. The study was approved by the Ethical Committee of the Area Vasta Centro Toscana (Study ID: 23672 - 23672_BIO), and informed consent was obtained from all participants, in accordance with Italian regulations.The dataset also contains in vivo validation in mouse brain under hypoxia and hyperoxia conditions.
DOI: 10.5281/zenodo.17122642
title: HyperProbe 1.1 Testing and Validation - PART 2

description: The dataset contains data related to the technical characterization of the upgraded and optimized laboratory version of the HyperProbe system, referred to as HyperProbe1.1. It also includes data from the validation experiments, covering the spectral characterization and analysis of meningioma and glioma samples. The study was approved by the Ethical Committee of the Area Vasta Centro Toscana (Study ID: 23672 - 23672_BIO), and informed consent was obtained from all participants, in accordance with Italian regulations.The dataset also contains in vivo validation in mouse brain under hypoxia and hyperoxia conditions.
DOI: 10.15468/dl.hj8tv5
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tiracola plagiata"
 ]
}

 The dataset includes 171 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018264-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17157148
title: p21_hilic_pos
DOI: 10.5281/zenodo.17157149
title: p21_hilic_pos
DOI: 10.4121/b1788152-cd06-49ad-afcf-c1c87c83ac83
title: Data underlying the publication: Scarcity of flowering plants on Sedum roofs limits pollinator diversity

description: This study investigates how green roof characteristics and surrounding landscapes influence pollinator diversity and abundance in urban areas. Researchers collected ecological data on pollinators (bees, wasps, hoverflies, and butterflies) using pan traps and hand netting across 25 green roofs categorized as sedum roofs, nature roofs, and roof gardens. The dataset includes measures of species richness, abundance, and functional diversity, alongside roof-level variables (flower diversity, vegetation cover, microrelief, roof size, height, and age) and landscape factors (percentage and proximity of surrounding green space). The research aims to identify which factors most strongly shape pollinator communities, providing evidence-based guidance for designing pollinator-friendly green roofs.
DOI: 10.15468/dl.s2nrgz
title: Occurrence Download

description: A dataset containing 15101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilus californianus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 15101 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018263-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/b1788152-cd06-49ad-afcf-c1c87c83ac83.v1
title: Data underlying the publication: Scarcity of flowering plants on Sedum roofs limits pollinator diversity

description: This study investigates how green roof characteristics and surrounding landscapes influence pollinator diversity and abundance in urban areas. Researchers collected ecological data on pollinators (bees, wasps, hoverflies, and butterflies) using pan traps and hand netting across 25 green roofs categorized as sedum roofs, nature roofs, and roof gardens. The dataset includes measures of species richness, abundance, and functional diversity, alongside roof-level variables (flower diversity, vegetation cover, microrelief, roof size, height, and age) and landscape factors (percentage and proximity of surrounding green space). The research aims to identify which factors most strongly shape pollinator communities, providing evidence-based guidance for designing pollinator-friendly green roofs.
DOI: 10.15468/dl.umtp5s
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ectomyelois ceratoniae"
 ]
}

 The dataset includes 945 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018265-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3pp7f
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Choeropsis liberiensis"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018267-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pe7yu
title: Occurrence Download

description: A dataset containing 22923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Carcinus maenas"
 ]
}

 The dataset includes 22923 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018266-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4fvme
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tulipa annae, Tulipa anisophylla, Tulipa altaica, Tulipa aleppensis, Tulipa alberti, Tulipa albanica)"
 ]
}

 The dataset includes 408 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018269-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17158390
title: Facial EMG Dataset
DOI: 10.5281/zenodo.17158391
title: Facial EMG Dataset
DOI: 10.15468/dl.vfgzkq
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilus coruscus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018272-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjgumk
title: Occurrence Download

description: A dataset containing 11220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-10.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus",
 "Year 2024-2024"
 ]
}

 The dataset includes 11220 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018271-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16935997
title: Data from: Ship waves induce methane ebullition in the littoral zone of a large lake

description: This dataset contains ebullition flux, wave, and water temperature measurements recorded at three stations in the littoral zone of Upper Lake Constance (9°22’ E, 47°38’ N). The dataset includes high-resolution time series of ebullition fluxes, maximum wave heights, significant wave periods, maximum pressure decreases at the sediment surface, and water temperatures. Full description of each parameter are provided in the MATLAB file (MethaneEbullition_ShipWaves_LakeConstance.mat) under struc.readme.