cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/27yhgymr8v.1
title: Codes and data: Interpretable Machine Learning Unveils Nonlinear Drivers of Global Energy Risk Spillovers: A TVP-VAR Approach

description: Replication files for "Interpretable Machine Learning Unveils Nonlinear Drivers of Global Energy Risk Spillovers: A TVP-VAR Approach" (Economic Modelling).
DOI: 10.17909/5ne9-9e82
title: Sh2-284 JWST data from the LZ-Star Paper I

description: JWST NIRCam observations for the S284-FIR1 region, including six filters F162M, F182M, F200M, F356W, F405N, F470N.
DOI: 10.17632/8fmrkgvn2j.1
title: EG and CG DATA

description: The experimental data were collected from 67 students majoring in physical education at a Chinese university, comprising 35 students (9 women) in the experimental class and 32 students (9 women) in the control class. Data collection was conducted before, during, and after the experiment through pre-tests, mid-tests, and post-tests. Assuming that the initial abilities of the students in both classes were the same before the experiment, the skill levels of the students in both classes significantly improved after the teaching intervention. However, the results of the experimental class were significantly higher than those of the control class.
DOI: 10.5286/isis.e.rb2490200-1
title: Structure evolution of BaZr0.1Ce0.7Y0.1Yb0.1O3-d under humid atmospheres
DOI: 10.13140/rg.2.2.23650.96960
title: Co-morbidity 21-01-22
DOI: 10.13140/rg.2.2.25328.69128
title: Prisons Bulletin 21-01-22
DOI: 10.5286/isis.e.rb2490200
title: Structure evolution of BaZr0.1Ce0.7Y0.1Yb0.1O3-d under humid atmospheres
DOI: 10.5286/isis.e.rb2490203-1
title: Muon spin rotation and relaxation study to investigate magnetic ground state of Ba3MgRuIrO9
DOI: 10.5286/isis.e.rb2490206-1
title: Crystal structure of Na3AlF6-doped NASICON
DOI: 10.13140/rg.2.2.15209.93287
title: Record of Achievement Leadership and programme management in Infection Prevention and Control (IPC)
DOI: 10.13140/rg.2.2.18565.37605
title: التنوع الحيوي في جزيرة العزيزي English copy
DOI: 10.5286/isis.e.rb2410591-1
title: SANS study of electrodynamically levitated aerosol clouds: a new tool for aerosol research
DOI: 10.5286/isis.e.rb2410591
title: SANS study of electrodynamically levitated aerosol clouds: a new tool for aerosol research
DOI: 10.13140/rg.2.2.10150.55360
title: HTC BBDST P N20 43.008
DOI: 10.15468/dl.5e4mxa
title: Occurrence Download

description: A dataset containing 8612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((97.5 0,105 0,105 7.5,97.5 7.5,97.5 0))"
 ]
}

 The dataset includes 8612 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041675-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2220469-3
title: Operando quasielastic neutron scattering for methane partial oxidation to methanol
DOI: 10.13140/rg.2.2.17018.72640
title: Certificate of the first anticovid ALBO nano silver filter in the world for anticovid Nanosilver mask
DOI: 10.5517/ccdc.csd.cc2m2451
title: CCDC 2415122: Experimental Crystal Structure Determination

description: Related Article: heng qiu|2025|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: 10.5517/ccdc.csd.cc2m1jhq
title: CCDC 2414543: Experimental Crystal Structure Determination

description: Related Article: heng qiu|2025|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: 10.15468/dl.mb8mqe
title: Occurrence Download

description: A dataset containing 1827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-74.12731 40.75328,-74.06735 40.47172,-73.17188 40.575,-71.76384 41.08899,-72.19433 41.19622,-73.48504 41.02406,-74.12731 40.75328))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ammospiza nelsoni (J.A.Allen, 1875)",
 "Year 2000-2025"
 ]
}

 The dataset includes 1827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004507-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25497/d7c30w
title: RECOVER MAP 3.1.3.14 Trophic Level - Wood Stork and Roseate Spoonbill Nesting Success

description: Success of nesting for wood storks and roseate spoonbills will be measured as the number of young produced per nest start. This provides at minimum a relative measure that can be compared amoung years. If measured at enough colonies, the absolute number of fledglings produced may be estimated. Historical information exists for this parameter in both species, and techniques for these measurements are standardized in both species (Ogden 1994, Bjork and Powell 1994, Lorenz et al. 2001).

For wood storks, helicopter censuses will be performed at one or more points during the nestling period, and numbers of large, standing young per nest will be counted. This yields young per successful nest. Young per nest start will be calculated by using the total number of estimated starts as the denominator. For roseate spoonbills, the two largest colonies within each sub-region of Florida Bay will be used to estimate nesting success for each group. Survey transects will be established in each of these colonies so that representative samples of nests can be monitored. On the initial visit, 25 to 50 nests will be marked with numbered plastic tags (unless a colony has less than 25 nests, in which case all nests will be marked), and the number of eggs per nest will be counted. Each colony will be visited approximately every ten days, and the contents of each nest will be recorded. Information on clutch size, duration of nesting, reproductive success, and cause of nest failure will be collected for each nest. Nests will be
monitored until failure or until all surviving chicks reach at least 21 days of age. Chicks reaching at least 21 days of age will be considered a successful nesting attempt (fledged). Subsequent counts of flying young of the year at other colonies within the same group will be used to corroborate results from this method.
DOI: 10.15468/hwe4jr
title: A New Species of the Genus Arvelius Spinola (Hemiptera: Heteroptera: Pentatomidae: Pentatomini) from Mexico

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ortega-León, G., Chávez-Bermeo, N. (2008): A New Species of the Genus Arvelius Spinola (Hemiptera: Heteroptera: Pentatomidae: Pentatomini) from Mexico. Proceedings of the Entomological Society of Washington 110 (3): 643-646, DOI: 10.4289/06-020.1, URL: https://doi.org/10.4289/06-020.1Abstract.— Arvelius thomasi, n. sp., collected at the Biosphere Reserve Sierra de Huautla, Morelos, México, is described and illustrated. A key to separate the five Mexican species, and illustrations of the male genitalia of these species and of the head and pronotum of the new species are provided.Resumen.— Se describe e ilustra una especie nueva para el género Arvelius Spinola, recolectado en la reserva de la Biosfera Sierra de Huautla, Morelos, México; SE incluye una clave para la separación de las cinco especies distribuidas en México; ilustrándose la genitalia de todas las especies; cabeza y pronoto de la especie nueva.Key Words: Arvelius, new species, description, Huautla, MexicoBrailovsky (1981), in his revision of the genus Arvelius Spinola, described 11 new species from Mexico, Puerto Rico, Haiti, Colombia, Guyana, Brazil, Ecuador, Perú, and Argentina, thus bringing the total to 17. In Mexico the genus is representated by four species, A. albopunctatus (De Geer), A. porrectispinus Breddin, A. tecpanus Brailovsky, and A. tuxtlaensis Brailovsky. Members of this genus are inhabitants of foliage and fruits of Solanaceae or leaves of Graminae and Piperaceae. The host plant of the new species is unknown.
DOI: 10.15468/9wsaqc
title: Growing giants: ontogeny and life history of the temnospondyl Mastodonsaurus giganteus (Stereospondyli) from the Middle Triassic of Germany

description: This dataset contains the digitized treatments in Plazi based on the original journal article Schoch, Rainer R., Witzmann, Florian, Moreno, Raphael, Werneburg, Ralf, Mujal, Eudald (2024): Growing giants: ontogeny and life history of the temnospondyl Mastodonsaurus giganteus (Stereospondyli) from the Middle Triassic of Germany. Fossil Record 27 (3): 401-422, DOI: 10.3897/fr.27.125379AbstractThe Middle Triassic capitosaur Mastodonsaurus giganteus was the largest temnospondyl and the dominating aquatic predator in many European freshwater to brackish ecosystems. It is represented by numerous size classes, which are described and analysed for the first time. The documented size range encompasses specimens between 12–15 mm and 1200 mm in skull length. Early growth stages are restricted to dentaries and interclavicles, whereas juveniles are represented by partial skulls, mandibles, and girdles. The smallest specimens already possessed diagnostic features of the taxon, and small juveniles also shared the dermal ornament with larger specimens. The heavy, disc-shaped intercentra were established early in the juvenile phase. Cranial proportions were remarkably conservative throughout ontogeny, with the orbits proportionately decreasing in size only very moderately, the postorbital skull becoming slightly longer and the occipital margin more concave in the largest forms. Analysis of frequency distributions of M. giganteus in different Lower Keuper deposits in southern Germany reflects habitat preferences in specific phases of its life cycle. The coal-bearing deposit at Gaildorf yielded unusually large specimens with relatively well-ossified appendicular skeletons. In the more common lake shore facies, only adult specimens are present. In turn, juveniles might have dwelled in calmer environments. Smaller lakes were apparently less attractive than larger or deeper water bodies that provided sufficient resources for several temnospondyls, and juvenile specimens have been identified from all of them. The diverse actinopterygian fish fauna provided prey for all growth stages of the large temnospondyl predators.
DOI: 10.15468/dl.kzq58b
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Satyrium trinerve Lindl.",
 "Continent is Africa"
 ]
}

 The dataset includes 766 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002282-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14054076
title: The global distribution and drivers of wood density across angiosperms and gymnosperms and their impact on forest carbon stocks (Data and Plots)

description: Abstract:

The density of wood is a key indicator of trees’ carbon investment strategies, impacting productivity and carbon storage. Despite its importance, the global variation in wood density and its environmental controls remain poorly understood, preventing accurate predictions of global forest carbon stocks. Here, we analyze information from 1.1 million forest inventory plots alongside wood density data from 10,703 tree species to create a spatially-explicit understanding of the global wood density distribution and its drivers. Our findings reveal a pronounced latitudinal gradient, with wood in tropical forests being up to ~30% denser than that in boreal forests. In both angiosperms and gymnosperms, hydrothermal conditions represented by annual mean temperature and soil moisture emerged as the primary factors influencing the variation in wood density globally. This indicates similar environmental filters and evolutionary adaptations among distinct plant groups, underscoring the essential role of abiotic factors in determining wood density in forest ecosystems. Additionally, our study highlights the prominent role of disturbance, such as human modification and fire risk, in influencing wood density at more local scales. Factoring in the spatial variation of wood density notably changes the estimates of forest carbon stocks, leading to differences of up to 21% within biomes. Therefore, our research contributes to a deeper understanding of terrestrial biomass distribution and how environmental changes and disturbances impact forest ecosystems.

 

This repository only provides the folders of 'Data' and 'Plots' that are needed for for the repository on GitHub: https://github.com/LidongMo/GlobalWoodDensityProject
DOI: 10.5281/zenodo.14054077
title: The global distribution and drivers of wood density across angiosperms and gymnosperms and their impact on forest carbon stocks (Data and Plots)

description: Abstract:

The density of wood is a key indicator of trees’ carbon investment strategies, impacting productivity and carbon storage. Despite its importance, the global variation in wood density and its environmental controls remain poorly understood, preventing accurate predictions of global forest carbon stocks. Here, we analyze information from 1.1 million forest inventory plots alongside wood density data from 10,703 tree species to create a spatially-explicit understanding of the global wood density distribution and its drivers. Our findings reveal a pronounced latitudinal gradient, with wood in tropical forests being up to ~30% denser than that in boreal forests. In both angiosperms and gymnosperms, hydrothermal conditions represented by annual mean temperature and soil moisture emerged as the primary factors influencing the variation in wood density globally. This indicates similar environmental filters and evolutionary adaptations among distinct plant groups, underscoring the essential role of abiotic factors in determining wood density in forest ecosystems. Additionally, our study highlights the prominent role of disturbance, such as human modification and fire risk, in influencing wood density at more local scales. Factoring in the spatial variation of wood density notably changes the estimates of forest carbon stocks, leading to differences of up to 21% within biomes. Therefore, our research contributes to a deeper understanding of terrestrial biomass distribution and how environmental changes and disturbances impact forest ecosystems.

 

This repository only provides the folders of 'Data' and 'Plots' that are needed for for the repository on GitHub: https://github.com/LidongMo/GlobalWoodDensityProject
DOI: 10.5281/zenodo.14044431
title: Data for "Supervised machine learning methods for crystal structure prediction of the binary Cs-Te system"

description: Crystal structures, high-throughput calculations and trained machine learning models presented in the paper "Supervised machine learning methods for crystal structure prediction of the binary Cs-Te system".



crystal_datasets contains the input/output data sets of crystal structures for high-throughput calculations and ML models.

aiida_ht_calculations contains the data regarding the high-throughput DFT calculations.

ml_models contains the trained ML models.


Eeach zip-archive contains a jupyter-notebook examplifying how the data can be accessed and reused.
DOI: 10.5281/zenodo.14044432
title: Data for "Supervised machine learning methods for crystal structure prediction of the binary Cs-Te system"

description: Crystal structures, high-throughput calculations and trained machine learning models presented in the paper "Supervised machine learning methods for crystal structure prediction of the binary Cs-Te system".



crystal_datasets contains the input/output data sets of crystal structures for high-throughput calculations and ML models.

aiida_ht_calculations contains the data regarding the high-throughput DFT calculations.

ml_models contains the trained ML models.


Eeach zip-archive contains a jupyter-notebook examplifying how the data can be accessed and reused.
DOI: 10.15468/dl.ac5pys
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schinziophyton rautanenii (Schinz) Radcl.-Sm.",
 "Continent is Africa"
 ]
}

 The dataset includes 269 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002285-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxwyqc
title: Occurrence Download

description: A dataset containing 1498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tragopan blythii (Jerdon, 1870)"
 ]
}

 The dataset includes 1498 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002286-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5ppdt
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizachyrium claudopus (Chiov.) Chiov.",
 "Continent is Africa"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002287-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4rm5t
title: Occurrence Download

description: A dataset containing 8678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "StateProvince is Sachsen",
 "TaxonKey is Dendrocopos major (Linnaeus, 1758)",
 "Year 1999-2024"
 ]
}

 The dataset includes 8678 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002288-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14054008
title: Identification data for discrimination between honey bee (Apis mellifera) lineages

description: The data in dw.xml file can be used for discriminate between 4 lineages of honey bee Apis mellifera: A, C, M, O. 

The discrimination is based on 19 landmarks of a forewing. The data were obtained from:

Nawrocka, A., Kandemir, İ., Fuchs, S., & Tofilski, A. (2018). Computer software for identification of honey bee subspecies and evolutionary lineages. Apidologie, 49(2), 172-184. https://doi.org/10.1007/s13592-017-0538-y

The dw.xml file can be used in IdentiFly software or in R package IdentiFlyR https://github.com/DrawWing/IdentiFlyR.
DOI: 10.5281/zenodo.14054009
title: Identification data for discrimination between honey bee (Apis mellifera) lineages

description: The data in dw.xml file can be used for discriminate between 4 lineages of honey bee Apis mellifera: A, C, M, O. 

The discrimination is based on 19 landmarks of a forewing. The data were obtained from:

Nawrocka, A., Kandemir, İ., Fuchs, S., & Tofilski, A. (2018). Computer software for identification of honey bee subspecies and evolutionary lineages. Apidologie, 49(2), 172-184. https://doi.org/10.1007/s13592-017-0538-y

The dw.xml file can be used in IdentiFly software or in R package IdentiFlyR https://github.com/DrawWing/IdentiFlyR.
DOI: 10.15468/dl.zcsd8s
title: Occurrence Download

description: A dataset containing 1336645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantago lanceolata L."
 ]
}

 The dataset includes 1336645 records from 4863 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002167-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84f72g
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mammal Databank: Larger Carnivores Monitoring Program (KORA)"
 ]
}

 The dataset's 26 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212756-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmt9hp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes cuspidata Luer"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006421-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz59cu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterostichus fujisanus Tanaka & Suga, 1972",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225176-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpuv3r
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnera herteri Osten"
 ]
}

 The dataset includes 74 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233917-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9txqvg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudoxyporus gnatho (Sharp, 1889)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225184-220831081235567/datasets/export for details.