cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/77mntf7s53.1
title: Data to: Evaluating titanium isotope fractionation processes between soil, plants and waters

description: This study presents a systematic investigation of the Ti isotopic behavior across major reservoirs of the critical zone, including for the first time also data of waters and plants. We present Ti concentration and isotope data from bedrocks, soils, the forest floor (i.e. mix of mainly litter with some soil particles), groundwater, river water, soil solutions and plant tissues from the Strengbach Catchment Critical Zone Observatory in France, as well as from soils and respective plant roots and shoots from a greenhouse experiment. Despite the low solubility of Ti, we demonstrate that some Ti is mobile in the critical zone and isotopes undergo significant fractionation during their transport through soil, water, and biotic systems. 
Our results show that topsoil (~0-30 cm), groundwater, river water, and soil solutions have lighter Ti isotopic compositions (δ⁴⁹Ti) compared to the average bedrock, with average Δ⁴⁹TiSample-Bedrock values of -0.08‰, -0.80‰, -0.58‰, and -0.71‰, respectively, indicating that waters define an isotopically light Ti reservoir in the critical zone. Bottom soils (30-90 cm) do not exhibit a difference in the isotopic composition compared to the bedrock. In contrast, plant samples like greenhouse grown maize roots (+0.10‰), tobacco roots (+0.14‰) and shoots (+0.09‰), as well as field-collected spruce needles (+0.22‰) and beech leaves (+0.16‰) show heavier δ⁴⁹Ti than the bedrock or soil, suggesting that vegetation and litter form an isotopically heavy Ti reservoir. This distribution of light and heavy Ti isotopes suggests that plants actively modify their environment by preferentially absorbing heavier Ti isotopes, thereby influencing the isotopic signatures of surrounding soils and waters. The effect observed on soil δ⁴⁹Ti values highlights the need to account for vegetation cover when studying Ti behavior throughout the critical zone.
DOI: 10.17632/d3wc5jxdgj
title: HEART: A new X-ray tracing code for mosaic crystal spectrometers

description: We introduce a new open-source Python x-ray tracing code for modelling Bragg diffracting mosaic crystal spectrometers: High Energy Applications Ray Tracer (HEART). HEART's high modularity enables customizable workflows as well as efficient development of novel features. Utilizing Numba's just-in-time (JIT) compiler and the message-passing interface (MPI) allows running HEART in parallel leading to excellent performance. HEART is intended to be used for modelling x-ray spectra as they would be seen in experiments that measure x-ray spectroscopy with a mosaic crystal spectrometer. This enables the user to make predictions about what will be seen on a detector in experiment, perform optimizations on the design of the spectrometer setup, or to study the effect of the spectrometer on measured spectra. However, the code certainly has further uses beyond these example use cases. Here, we discuss the physical model used in the code, and explore a number of different mosaic distribution functions, intrinsic rocking curves, and sampling approaches which are available to the user. Finally, we demonstrate its strong predictive capability in comparison to spectroscopic data collected at the European XFEL in Germany.
DOI: 10.17632/d3wc5jxdgj.1
title: HEART: A new X-ray tracing code for mosaic crystal spectrometers

description: We introduce a new open-source Python x-ray tracing code for modelling Bragg diffracting mosaic crystal spectrometers: High Energy Applications Ray Tracer (HEART). HEART's high modularity enables customizable workflows as well as efficient development of novel features. Utilizing Numba's just-in-time (JIT) compiler and the message-passing interface (MPI) allows running HEART in parallel leading to excellent performance. HEART is intended to be used for modelling x-ray spectra as they would be seen in experiments that measure x-ray spectroscopy with a mosaic crystal spectrometer. This enables the user to make predictions about what will be seen on a detector in experiment, perform optimizations on the design of the spectrometer setup, or to study the effect of the spectrometer on measured spectra. However, the code certainly has further uses beyond these example use cases. Here, we discuss the physical model used in the code, and explore a number of different mosaic distribution functions, intrinsic rocking curves, and sampling approaches which are available to the user. Finally, we demonstrate its strong predictive capability in comparison to spectroscopic data collected at the European XFEL in Germany.
DOI: 10.17632/rmb9rkkj2d.4
title: Supplemental Material for Vrcan et al., Genome-wide analyses to identify genomic regions associated with udder morphology traits in dairy sheep

description: Supplementary Tables associated to research paper Vrcan et al., Genome-wide analyses to unravel genetic mechanisms governing udder morphology traits in dairy sheep.
DOI: 10.17632/6vnzp8k3fn
title: Lithium isotopes in Gran Canaria
DOI: 10.17632/6vnzp8k3fn.1
title: Lithium isotopes in Gran Canaria
DOI: 10.6084/m9.figshare.30258703
title: Penn Museum Collections Data

description: Este archivo contiene el <b>catálogo digital de las colecciones del Penn Museum</b>, con más de 430.000 registros que documentan piezas arqueológicas y etnográficas de distintas regiones del mundo. Cada entrada incluye información sobre el <b>nombre del objeto, procedencia geográfica, sección curatorial, descripción, medidas físicas, fechas aproximadas y línea de crédito</b> que indica su donación o expedición. El dataset constituye una valiosa herramienta de investigación para el estudio del patrimonio cultural, permitiendo explorar la diversidad de objetos conservados, desde amuletos y herramientas hasta textiles y piezas ceremoniales.
DOI: 10.6084/m9.figshare.30258703.v1
title: Penn Museum Collections Data

description: Este archivo contiene el <b>catálogo digital de las colecciones del Penn Museum</b>, con más de 430.000 registros que documentan piezas arqueológicas y etnográficas de distintas regiones del mundo. Cada entrada incluye información sobre el <b>nombre del objeto, procedencia geográfica, sección curatorial, descripción, medidas físicas, fechas aproximadas y línea de crédito</b> que indica su donación o expedición. El dataset constituye una valiosa herramienta de investigación para el estudio del patrimonio cultural, permitiendo explorar la diversidad de objetos conservados, desde amuletos y herramientas hasta textiles y piezas ceremoniales.
DOI: 10.6084/m9.figshare.30258703.v2
title: Penn Museum Collections Data

description: Este archivo contiene el <b>catálogo digital de las colecciones del Penn Museum</b>, con más de 430.000 registros que documentan piezas arqueológicas y etnográficas de distintas regiones del mundo. Cada entrada incluye información sobre el <b>nombre del objeto, procedencia geográfica, sección curatorial, descripción, medidas físicas, fechas aproximadas y línea de crédito</b> que indica su donación o expedición. El dataset constituye una valiosa herramienta de investigación para el estudio del patrimonio cultural, permitiendo explorar la diversidad de objetos conservados, desde amuletos y herramientas hasta textiles y piezas ceremoniales.
DOI: 10.26023/q5h8-hfqs-3d09
title: R/V Mirai Biogeochemistry Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the biogeochemistry data from the R/V Mirai CTD casts during its cruise in the Indian Ocean during DYNAMO. The data are in NetCDF format.
DOI: 10.15468/dl.6gppgf
title: Occurrence Download

description: A dataset containing 7795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-89.60388 21.08158,-89.58472 21.08158,-89.58472 21.10063,-89.60388 21.10063,-89.60388 21.08158))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7795 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036750-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.35708.19841
title: VolatileCalc 2.3
DOI: 10.25574/25770
title: Chandra X-ray Observatory ObsId 25770

description: Starburst Anatomy and Feedback: X-raying the high redshift analogue ESO 338-4
DOI: 10.17632/xk3gbmpb68
title: nAnT-iCAGE-seq Data of Cassava under Heat and Cold Stress Conditions

description: The dataset includes TSS profiles, tables of identified APGs and DEGs, tables of the overlaps between heat and cold responses and putative protein isoforms of each TSS.
DOI: 10.17632/xk3gbmpb68.1
title: nAnT-iCAGE-seq Data of Cassava under Heat and Cold Stress Conditions

description: The dataset includes TSS profiles, tables of identified APGs and DEGs, tables of the overlaps between heat and cold responses and putative protein isoforms of each TSS.
DOI: 10.25574/27077
title: Chandra X-ray Observatory ObsId 27077

description: Using the LMC to Understand X-ray Binary Evolution: Mind the Metallicity Gap
DOI: 10.15468/dl.v8vdjv
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036751-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sf9hk
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Durio zibethinus",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036752-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27082
title: Chandra X-ray Observatory ObsId 27082

description: Using the LMC to Understand X-ray Binary Evolution: Mind the Metallicity Gap
DOI: 10.25574/27499
title: Chandra X-ray Observatory ObsId 27499

description: Measuring the Expansion of the SNR N132D in X-rays
DOI: 10.25574/27945
title: Chandra X-ray Observatory ObsId 27945

description: Stellar activity with TESS and Chandra
DOI: 10.17632/tmt37jfgkb
title: INSYDE-content

description: INSYDE-content is a probabilistic, multi-variable synthetic model designed to estimate flood damage for household contents on a component-by-component basis.
It adopts the general model framework proposed in the original INSYDE for buildings (Dottori et al., 2016), where damages are first modelled component-wise in physical terms and then converted into monetary values using the full replacement costs derived from reference price lists.
Model details and assumptions are described in the corresponding paper published in Natural Hazards and Earth System Sciences (Acharya et al. 2025). 

References
Acharya P., Di Bacco, M., Molinari, D. & Scorzini A.R. (2025). INSYDE-content: a synthetic, multi-variable flood damage model for household contents. Natural Hazards and Earth System Sciences (in press). 

Dottori, F., Figueiredo, R., Martina, M. L., Molinari, D., & Scorzini, A. R. (2016). INSYDE: a synthetic, probabilistic flood damage model based on explicit cost analysis. Natural Hazards and Earth System Sciences, 16(12), 2577-2591.
DOI: 10.17632/tmt37jfgkb.1
title: INSYDE-content

description: INSYDE-content is a probabilistic, multi-variable synthetic model designed to estimate flood damage for household contents on a component-by-component basis.
It adopts the general model framework proposed in the original INSYDE for buildings (Dottori et al., 2016), where damages are first modelled component-wise in physical terms and then converted into monetary values using the full replacement costs derived from reference price lists.
Model details and assumptions are described in the corresponding paper published in Natural Hazards and Earth System Sciences (Acharya et al. 2025). 

References
Acharya P., Di Bacco, M., Molinari, D. & Scorzini A.R. (2025). INSYDE-content: a synthetic, multi-variable flood damage model for household contents. Natural Hazards and Earth System Sciences (in press). 

Dottori, F., Figueiredo, R., Martina, M. L., Molinari, D., & Scorzini, A. R. (2016). INSYDE: a synthetic, probabilistic flood damage model based on explicit cost analysis. Natural Hazards and Earth System Sciences, 16(12), 2577-2591.
DOI: 10.26023/qdrf-7359-tf08
title: R/V Mirai CTD Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the data from the R/V Mirai CTD (Conductivity, Temperature, Depth) casts during its cruise in the Indian Ocean during DYNAMO. The data are in NetCDF format.
DOI: 10.15468/dl.y74rp5
title: Occurrence Download

description: A dataset containing 15725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Micrurus"
 ]
}

 The dataset includes 15725 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036753-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p32gk
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fejervarya multistriata (Hallowell, 1861)",
 "Year 2015-2024"
 ]
}

 The dataset includes 754 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022822-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecwyy4
title: Occurrence Download

description: A dataset containing 4864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchophorus ferrugineus (A.G.Olivier, 1791)"
 ]
}

 The dataset includes 4864 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022821-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ysbav
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glossostigma trichodes F.Muell."
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022823-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9rgs7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimulus aquatilis A.R.Bean"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022824-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kqa3h
title: Occurrence Download

description: A dataset containing 1147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tuta absoluta (Meyrick, 1917)"
 ]
}

 The dataset includes 1147 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022825-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.de4njk
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peplidium foecundum W.R.Barker"
 ]
}

 The dataset includes 225 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022826-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tduh9
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacopa lanigera (Cham. & Schltdl.) Wettst."
 ]
}

 The dataset includes 238 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022827-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5pech
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche antarctica Engelm. ex Hegelm."
 ]
}

 The dataset includes 409 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022828-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj94rx
title: Occurrence Download

description: A dataset containing 20189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 20189 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022829-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cykzfc
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche aucklandica R.Mason"
 ]
}

 The dataset includes 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022830-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tamwv6
title: Occurrence Download

description: A dataset containing 6585 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche heterophylla Pursh"
 ]
}

 The dataset includes 6585 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022832-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm2z6r
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barnadesia horrida Muschl."
 ]
}

 The dataset includes 74 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022834-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s86dy8
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche brachycarpa Hegelm."
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022833-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9h5xq
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche petriei R.Mason"
 ]
}

 The dataset includes 133 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022835-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh59gb
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Culcitium canescens Humb. & Bonpl."
 ]
}

 The dataset includes 121 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022836-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56cxqm
title: Occurrence Download

description: A dataset containing 287172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.15703 1.5004,-73.81783 1.5004,-73.81783 3.92582,-75.15703 3.92582,-75.15703 1.5004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 287172 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022831-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5upqb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((109.25285 1.25937,109.53178 1.26362,109.53425 1.62761,109.25274 1.62114,109.25285 1.25937))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022838-241107131044228/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.27859860
title: Two-electrode voltage clamp (TEVC) and HPLC-MS/MS source data

description: <b>molecular target and mechanism of </b><b>insecticide</b>
DOI: 10.6084/m9.figshare.27859860.v1
title: Two-electrode voltage clamp (TEVC) and HPLC-MS/MS source data

description: <b>molecular target and mechanism of </b><b>insecticide</b>
DOI: 10.15468/dl.jq6fuv
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche sonderi Hegelm."
 ]
}

 The dataset includes 561 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022839-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr3f5z
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche umbonata Hegelm."
 ]
}

 The dataset includes 366 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022840-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j533au
title: Occurrence Download

description: A dataset containing 5216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gratiola peruviana L."
 ]
}

 The dataset includes 5216 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022842-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.