cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mdtmb7yvz8.3
title: Crowd_Evacuation_Wargaming_dataset

description: This dataset constitutes the outcomes of simulations conducted in accordance with the model outlined in the paper titled "Wargame Thinking Reshaping Evacuation Dynamics: A Crowd Evacuation Model with Real-Time Emotional Adaptation." It encompasses four sub-datasets: Group_1_Experiment_Evacuation_Efficiency, Group_2_Experiment_Stampede_Characteristics_Analysis, Group_3_Experiment_Thermal_Impact_Assessment, and Group_4_Experiment_Emotion_Coefficient_Influence. This dataset can be employed to explore evacuation efficiency, investigate stampede characteristics during evacuation procedures, analyze the influence of environmental temperature on the evacuation process, and examine the role of emotions in evacuation scenarios. Data analysis reveals the occurrence of arching phenomena during evacuation, with individuals closer to fallen pedestrians being more prone to panic. Additionally, environmental temperature reduction was found to correlate with a notable increase in fall incidents, while the emotional decay rate demonstrated significant negative correlations with evacuation duration. These findings provide practical insights for refining crowd management strategies and emotional intervention protocols during evacuation procedures.
DOI: 10.17632/88y7ppgx3w.1
title: Dataset for seedling traits evaluated under salt stress in hexaploid spring wheat panel

description: Dataset describes the performance of various seedling traits (such as shoot height, root length, tiller number, shoot weight, root weight, root length-by-shoot height, and root weight-by-shoot weight) evaluated using irrigation water with electrical conductivity (ECiw) of 1.46 dSm-1 (for non-salt stress) and 14 dSm-1 (for salt stress).
DOI: 10.15468/dl.spvn65
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo capensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025245-250525065834625/datasets/export for details.
DOI: 10.17632/88y7ppgx3w
title: Dataset for seedling traits evaluated under salt stress in hexaploid spring wheat panel

description: Dataset describes the performance of various seedling traits (such as shoot height, root length, tiller number, shoot weight, root weight, root length-by-shoot height, and root weight-by-shoot weight) evaluated using irrigation water with electrical conductivity (ECiw) of 1.46 dSm-1 (for non-salt stress) and 14 dSm-1 (for salt stress).
DOI: 10.17632/88y7ppgx3w.2
title: Dataset for seedling traits evaluated under salt stress in hexaploid spring wheat panel

description: Dataset describes the performance of various seedling traits (such as shoot height, root length, tiller number, shoot weight, root weight, root length-by-shoot height, and root weight-by-shoot weight) evaluated using irrigation water with electrical conductivity (ECiw) of 1.46 dSm-1 (for non-salt stress) and 14 dSm-1 (for salt stress).
DOI: 10.5281/zenodo.15609668
title: tue-alga/meshes: v1.0.1

description: a curated collection of manifold watertight triangular surface meshes representing a wide variety of 3D shapes
DOI: 10.5281/zenodo.15609669
title: tue-alga/meshes: v.1.0.0

description: This repository contains a curated collection of manifold watertight triangular surface meshes representing a wide variety of 3D shapes.
DOI: 10.5281/zenodo.15609767
title: tue-alga/meshes: v1.0.1

description: a curated collection of manifold watertight triangular surface meshes representing a wide variety of 3D shapes
DOI: 10.6084/m9.figshare.29256860
title: Coherent Ag-rich nanoprecipitates/β-Ag2Se flexible film with unprecedented thermoelectric performance by liquid-like sintering

description: This dataset contains the source data of the submitted manuscript to <i>Nature communications </i>with title of "<i>Coherent Ag-rich nanoprecipitates/β-Ag</i><sub><em>2</em></sub><i>Se flexible film with unprecedented thermoelectric performance by liquid-like sintering". </i>Origin, Photoshop and Gatan can be applied to process the data.<br>
DOI: 10.6084/m9.figshare.29256860.v1
title: Coherent Ag-rich nanoprecipitates/β-Ag2Se flexible film with unprecedented thermoelectric performance by liquid-like sintering

description: This dataset contains the source data of the submitted manuscript to <i>Nature communications </i>with title of "<i>Coherent Ag-rich nanoprecipitates/β-Ag</i><sub><em>2</em></sub><i>Se flexible film with unprecedented thermoelectric performance by liquid-like sintering". </i>Origin, Photoshop and Gatan can be applied to process the data.<br>
DOI: 10.17632/86z4t4nkr4
title: K2SnBr6 Solar cell data

description: Solar cell parameters
DOI: 10.17632/86z4t4nkr4.1
title: K2SnBr6 Solar cell data

description: Solar cell parameters
DOI: 10.15468/dl.s8nfsf
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Hydrictis maculicollis (Lichtenstein, 1835)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 219 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025247-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auzxhs
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Panama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sterculia apetala (Jacq.) H.Karst."
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025249-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dpnuc
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo capensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 130 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025248-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gnc4s3z2mf.1
title: Vegetable Object Detection Dataset from Bangladesh

description: Context & Motivation:
* Vegetables play a crucial role in Bangladesh’s nutrition, economy, and food security.
* Accurate vegetable identification supports efficient cultivation, inventory management, and smart agriculture.

Dataset Composition:
* Total of 3,534 high-resolution images.
* Captured under real-world, natural conditions from roadside vendor stalls.
* Images acquired using a Redmi Note 12 smartphone mounted on local vendor vehicles.

Vegetable Classes:
* 22 distinct classes covering diverse appearances and shapes.
* Includes common Bangladeshi vegetables across varied lighting and background conditions.

Annotation & Format:
* Annotated via the Roboflow platform for precise bounding-box labels.
* Provided in Pascal VOC format to facilitate object detection benchmarks.
DOI: 10.17632/6m76ftmyv9.1
title: UMath - Dataset of Mathematical Terminology

description: As part of the study, a dataset of mathematical words, phrases and terminology in the Uzbek language was formed.
1) This dataset contains 858 unique words and terms in mathematics.
2) A distinctive feature of the dataset is that the words and terms in it have a weighting coefficient for each of the five mathematical areas (Discrete Mathematics, Geometry, Probability Theory, Differential Equations, Higher Mathematics).
3) The penultimate column of the dataset contains the English translation of this word.
4) The last column of the dataset contains information on the part of speech to which this word belongs.
DOI: 10.17632/6m76ftmyv9.2
title: UMath - Dataset of Mathematical Terminology

description: As part of the study, a dataset of mathematical words, phrases and terminology in the Uzbek language was formed.
1) This dataset contains 858 unique words and terms in mathematics.
2) A distinctive feature of the dataset is that the words and terms in it have a weighting coefficient for each of the five mathematical areas (Discrete Mathematics, Geometry, Probability Theory, Differential Equations, Higher Mathematics).
3) The penultimate column of the dataset contains the English translation of this word.
4) The pre-last (8th) column of the dataset contains information on the part of speech to which this word belongs.
5) The last column contains information about source where the each term was extracted
DOI: 10.17632/hkbzbwfy4y
title: DATA-Contribution of herbaceous energy crops in maintaining runoff and reducing soil loss

description: The main data containing soil bulk density (BD, g cm-3), total porosity (TP, %), capillary porosity (CP, %), non-capillary porosity (NCP, %), saturated moisture capillary (SMC, %), capillary moisture capacity (CMC, %), and field capacity (FC, %), etc.
DOI: 10.17632/hkbzbwfy4y.1
title: DATA-Contribution of herbaceous energy crops in maintaining runoff and reducing soil loss

description: The main data containing soil bulk density (BD, g cm-3), total porosity (TP, %), capillary porosity (CP, %), non-capillary porosity (NCP, %), saturated moisture capillary (SMC, %), capillary moisture capacity (CMC, %), and field capacity (FC, %), etc.
DOI: 10.5281/zenodo.14719402
title: United States and China Anthropogenic Methane Emissions: A Review of Uncertainties and Collaborative Opportunities

description: US and China methane emissions dataset used in Behrendt et al., forthcoming. Additional information on data collected can be found in paper and supplement.
DOI: 10.5281/zenodo.14719401
title: United States and China Anthropogenic Methane Emissions: A Review of Uncertainties and Collaborative Opportunities

description: US and China anthropogenic methane emissions data used in Behrendt et al., 2025 (DOI 10.1029/2024EF005298). Additional information on data collected can be found in paper and supplement.
DOI: 10.5281/zenodo.15609028
title: United States and China Anthropogenic Methane Emissions: A Review of Uncertainties and Collaborative Opportunities

description: US and China anthropogenic methane emissions data used in Behrendt et al., 2025 (DOI 10.1029/2024EF005298). Additional information on data collected can be found in paper and supplement.
DOI: 10.17632/xsff3sbzdx.1
title: Supprimental_file_for_Identification_of_East_Asian_Crocodylian_Collagen_from_the_Tianluoshan_Archaeological_Site_of_China

description: The ZooMS data of extant Alligator sinensis, Crocodylus porosus, Tomistoma scholegelii, and the archaeological crocodile samples of the Tianluoshan site, China. The data includes the peak list in Excel and mMass (Version 5.5.0; Strohalm et al., 2010).
DOI: 10.3886/e207301
title: Data and Code for: The Impact of Trade Liberalization in the Presence of Political Distortions

description: This project provides the data and code accompanying the article "The Impact of Trade Liberalization in the Presence of Political Distortions"<br><br>Abstract: Political distortions are prevalent in many developing countries, implying substantial productivity losses. This paper investigates the impact of trade liberalization on political distortions in India. First, using variation in political turnover, we identify that politicians distort resources in favor of politically connected firms. Second, we show that reduced tariffs on input goods significantly decrease the distortionary effect of political connections, as trade reduces firms' dependence on politicians for sourcing inputs. The results suggest a new margin for gains from trade through reduced politically-driven misallocation, implying that trade can address a widespread source of productivity losses.
description: Firms and state level politicians in India.
DOI: 10.3886/e207301v1
title: Data and Code for: The Impact of Trade Liberalization in the Presence of Political Distortions

description: This project provides the data and code accompanying the article "The Impact of Trade Liberalization in the Presence of Political Distortions"<br><br>Abstract: Political distortions are prevalent in many developing countries, implying substantial productivity losses. This paper investigates the impact of trade liberalization on political distortions in India. First, using variation in political turnover, we identify that politicians distort resources in favor of politically connected firms. Second, we show that reduced tariffs on input goods significantly decrease the distortionary effect of political connections, as trade reduces firms' dependence on politicians for sourcing inputs. The results suggest a new margin for gains from trade through reduced politically-driven misallocation, implying that trade can address a widespread source of productivity losses.
description: Firms and state level politicians in India.
DOI: 10.15468/dl.bxsay3
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Felis serval Schreber, 1776",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025251-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9uqks
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo capensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025252-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15609822
title: O DUALISMO E A IDENTIDADE NA EDUCAÇÃO: COMO A COSMOVISÃO CRISTÃ SE DESENVOLVE NA FORMAÇÃO DOS PROFESSORES?

description: A educação hebraico-cristã tinha como propósito desenvolver instruções e disciplinas que iluminavam o entendimento, corrigiam o temperamento e formavam hábitos nos jovens para que fossem úteis nas gerações futuras. Nesse sentido, oferecer uma educação religiosa era indispensável. Essa responsabilidade recai, primeiramente, sobre os pais, e em seguida aos demais responsáveis. Desse modo, todo hebreu-cristão é um educador! Esse artigo resgata o modelo hebraico - cristão e o desenvolvimento histórico – sociocultural do processo de educação brasileira, afim de compreender como ocorre o desenvolvimento de cosmovisão na formação dos professores. A problemática central desse processo é: como se desenvolve uma cosmovisão cristã na formação dos professores? Para responder a esse questionamento, partimos de um resgate histórico da contextualização acerca da identidade da formação de professores em nosso país. Assim, realizamos uma pesquisa de campo com professores com o objetivo de identificar a sua formação e o desenvolvimento de sua cosmovisão. Comparamos a fundamentação teórica, a coleta de dados, com a literatura produzida pela AECEP, identificando que tal cosmovisão acontece, não na formação acadêmica, mas no processo de educação continuada da formação docente.
DOI: 10.5281/zenodo.15609823
title: O DUALISMO E A IDENTIDADE NA EDUCAÇÃO: COMO A COSMOVISÃO CRISTÃ SE DESENVOLVE NA FORMAÇÃO DOS PROFESSORES?

description: A educação hebraico-cristã tinha como propósito desenvolver instruções e disciplinas que iluminavam o entendimento, corrigiam o temperamento e formavam hábitos nos jovens para que fossem úteis nas gerações futuras. Nesse sentido, oferecer uma educação religiosa era indispensável. Essa responsabilidade recai, primeiramente, sobre os pais, e em seguida aos demais responsáveis. Desse modo, todo hebreu-cristão é um educador! Esse artigo resgata o modelo hebraico - cristão e o desenvolvimento histórico – sociocultural do processo de educação brasileira, afim de compreender como ocorre o desenvolvimento de cosmovisão na formação dos professores. A problemática central desse processo é: como se desenvolve uma cosmovisão cristã na formação dos professores? Para responder a esse questionamento, partimos de um resgate histórico da contextualização acerca da identidade da formação de professores em nosso país. Assim, realizamos uma pesquisa de campo com professores com o objetivo de identificar a sua formação e o desenvolvimento de sua cosmovisão. Comparamos a fundamentação teórica, a coleta de dados, com a literatura produzida pela AECEP, identificando que tal cosmovisão acontece, não na formação acadêmica, mas no processo de educação continuada da formação docente.
DOI: 10.17632/8jvypysxvc
title: RUSLE, S-RUSLE, M-RUSLE

description: Input and output layers of the RUSLE model at annual, seasonal, and monthly time scales in the Pakal watershed located in Markazi province of Iran.
DOI: 10.17632/8jvypysxvc.1
title: RUSLE, S-RUSLE, M-RUSLE

description: Input and output layers of the RUSLE model at annual, seasonal, and monthly time scales in the Pakal watershed located in Markazi province of Iran.
DOI: 10.5281/zenodo.15307451
title: The Russia-Ukraine War Releases Vast and Hidden Methane in Cities
DOI: 10.5281/zenodo.15307452
title: The Russia-Ukraine War Releases Vast and Hidden Methane in Cities
DOI: 10.5281/zenodo.15316387
title: The Russia-Ukraine War Releases Vast and Hidden Methane in Cities
DOI: 10.5281/zenodo.15607701
title: The Russia-Ukraine War Releases Vast and Hidden Methane in Cities
DOI: 10.5281/zenodo.15609847
title: The Russia-Ukraine War Releases Vast and Hidden Methane in Cities
DOI: 10.15468/dl.mbwvt7
title: Occurrence Download

description: A dataset containing 1094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palaemon pugio (Holthuis, 1949)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 1094 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025254-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25386/genetics.29230793
title: Supplemental Material for Fan, Cridland, and Begun, 2025

description: Supplementary FiguresFeatureCounts data from bam files from RNAseq data
DOI: 10.25386/genetics.29230793.v1
title: Supplemental Material for Fan, Cridland, and Begun, 2025

description: Supplementary FiguresFeatureCounts data from bam files from RNAseq data
DOI: 10.17632/tnnz2jcsmn
title: Debris blockage of isothermal flow through fuel rod assembly explored by PIV

description: Particle Image Velocimetry (PIV) experiment on flow through a model of a nuclear fuel rod assembly of hexagonal symmetry. See the file "poster-CANUT-blokace.pdf" for general overview. 
Working fluid: atmospheric air (pressure 96859 - 98359 Pa, temperature 23.4 - 25.0 °C, humidity 34.9 - 41.6 %). 
Wind tunnel: test section of size 305 × 202 × 3000 mm, the rest is described here: doi 10.1063/1.5138636.
Geometry: 
 Spacer grid: file "Plastev-v4.scad" contains the spacer grid definition. The parameter LICH at line 1 switches the nodes of circle or star shape. In the test section, there are 4 grids of alternating LICH in distances of 75 cm. The diameter of rods is 42.2 mm (parameter DD on the line 3).
 Plug for blocking: file "Plug.scad". This plug fits to both node types.
PIV data: file "Data-Blocked-U10ms.zip" contains the calculated velocity vectors. It is ordered into folders with name e.g. "10ms-BC1-z01", where 10ms means the effective air velocity U = 10 m/s, BC1 means blocking at the first grid at the node of the Circular shape (other is denoted S - star shape), z01 means the distance of measuring plane from the last grid in multiplies of the grid periodicity M = 59 mm. The individual csv files contain header and then since line 10 the actual data, first 2 columns are indices on the PIV lattice, then are their coordinates in mm, then there are 3 columns of the velocity components U, V and W in m/s.
DOI: 10.17632/tnnz2jcsmn.1
title: Debris blockage of isothermal flow through fuel rod assembly explored by PIV

description: Particle Image Velocimetry (PIV) experiment on flow through a model of a nuclear fuel rod assembly of hexagonal symmetry. See the file "poster-CANUT-blokace.pdf" for general overview. 
Working fluid: atmospheric air (pressure 96859 - 98359 Pa, temperature 23.4 - 25.0 °C, humidity 34.9 - 41.6 %). 
Wind tunnel: test section of size 305 × 202 × 3000 mm, the rest is described here: doi 10.1063/1.5138636.
Geometry: 
 Spacer grid: file "Plastev-v4.scad" contains the spacer grid definition. The parameter LICH at line 1 switches the nodes of circle or star shape. In the test section, there are 4 grids of alternating LICH in distances of 75 cm. The diameter of rods is 42.2 mm (parameter DD on the line 3).
 Plug for blocking: file "Plug.scad". This plug fits to both node types.
PIV data: file "Data-Blocked-U10ms.zip" contains the calculated velocity vectors. It is ordered into folders with name e.g. "10ms-BC1-z01", where 10ms means the effective air velocity U = 10 m/s, BC1 means blocking at the first grid at the node of the Circular shape (other is denoted S - star shape), z01 means the distance of measuring plane from the last grid in multiplies of the grid periodicity M = 59 mm. The individual csv files contain header and then since line 10 the actual data, first 2 columns are indices on the PIV lattice, then are their coordinates in mm, then there are 3 columns of the velocity components U, V and W in m/s.