cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18277970
title: Why Do You Contribute to Stack Overflow? Insights for Sustaining Knowledge Ecosystems in the Age of LLMs – Replication Package

description: This dataset supports the study “Why Do You Contribute to Stack Overflow? Understanding Cross-Cultural Motivations and Usage Patterns before the Age of LLMs”. It explores why software practitioners contribute to Stack Overflow, comparing motivations across the United States, China, and Russia. Using a mixed-methods approach, we analysed 600 “About Me” profiles and linguistic data from 268,215 contributors. Seventeen motivational categories were identified, including advertising, altruism, and learning. Results show cultural differences: American users favour self-promotion, Chinese users emphasise learning, and Russian users display mixed tendencies. Correlation analysis revealed that detailed self-profiles align with advertising and social engagement, while learning-oriented users provide minimal self-presentation. The dataset offers a replication package for further study of cultural variation in knowledge-sharing communities.
DOI: 10.15468/dl.3a2zxr
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spenceria ramalana"
 ]
}

 The dataset includes 448 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004686-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwudcr
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.74391 24.46051, 88.66676699999999 24.454933, 88.591542 24.438341, 88.52010799999999 24.411146, 88.454235 24.374024, 88.395557 24.327898, 88.345519 24.273913, 88.305351 24.213406, 88.276032 24.147875, 88.25827 24.07894, 88.252486 24.008302, 88.25879999999999 23.937703, 88.27704 23.868878, 88.306738 23.803518, 88.34715 23.743227, 88.397272 23.689481, 88.455867 23.643594, 88.521495 23.606689, 88.59255 23.579665, 88.667297 23.563183, 88.74391 23.557644, 88.82052299999999 23.563183, 88.89527 23.579665, 88.966325 23.606689, 89.031953 23.643594, 89.090548 23.689481, 89.14067 23.743227, 89.181082 23.803518, 89.21078 23.868878, 89.22902000000001 23.937703, 89.23533399999999 24.008302, 89.22955 24.07894, 89.211788 24.147875, 89.182469 24.213406, 89.142301 24.273913, 89.092263 24.327898, 89.033585 24.374024, 88.96771200000001 24.411146, 88.896278 24.438341, 88.82105300000001 24.454933, 88.74391 24.46051))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004687-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.30726
title: Supplementary data for 'Oceanic-continental arc switches and decoupling-coupling with mantle flow'
title: Supplementary data for 'Oceanic-continental arc switches and decoupling-coupling with mantle flow'

description: The Supplementary data includes a detailed method description and all the data discussed in the manuscript, with references to the data sources. We collected 21,707 zircon U–Pb analyses of igneous rocks from the Tasmanides, with 17,954 analyses falling in the range of 200–550 Ma for plots. For the zircon U–Pb–Hf isotope data, we compiled 2,879 paired analyses of the Tasmanides igneous rocks, with 2,777 pairs in the range of our plots. The ‘igneous rocks’ here include both granitic rocks and volcanic clastic rocks. The data are from the published journal articles and government or geological survey reports. Detailed reference information can be found in the supplementary file.
description: The Supplementary data includes a detailed method description and all the data discussed in the manuscript, with references to the data sources. We collected 21,707 zircon U–Pb analyses of igneous rocks from the Tasmanides, with 17,954 analyses falling in the range of 200–550 Ma for plots. For the zircon U–Pb–Hf isotope data, we compiled 2,879 paired analyses of the Tasmanides igneous rocks, with 2,777 pairs in the range of our plots. The ‘igneous rocks’ here include both granitic rocks and volcanic clastic rocks. The data are from the published journal articles and government or geological survey reports. Detailed reference information can be found in the supplementary file.
DOI: 10.57760/sciencedb.27639
title: Dataset for paper : A New Horizon for Zinc Phosphide: Hole Mobility up to 520 cm2/Vs with Selective Area Epitaxy
title: Dataset for paper : A New Horizon for Zinc Phosphide: Hole Mobility up to 520 cm2/Vs with Selective Area Epitaxy

description: There are three folders in the dataset, one for TEM data, one for the Hall mesurements and one for the Photoluminescence (PL) measurements :TEM data : slides that summarizes TEM images + .csv files for EELS linescansHall measurements : .dat files that contains raw data acquired during the measurements (temperatures, magnetic fields and resistance measured for each channels)PL measurements : slides that summarizes results from the fitting for all spectra aquired + raw data acquired during the measurements
description: There are three folders in the dataset, one for TEM data, one for the Hall mesurements and one for the Photoluminescence (PL) measurements :TEM data : slides that summarizes TEM images + .csv files for EELS linescansHall measurements : .dat files that contains raw data acquired during the measurements (temperatures, magnetic fields and resistance measured for each channels)PL measurements : slides that summarizes results from the fitting for all spectra aquired + raw data acquired during the measurements
DOI: 10.57760/sciencedb.35811
title: Self-Identity Exploration and Sense of Belonging in College Freshmen's Adjustment: The Moderating Role of Psychological Resilience
title: Self-Identity Exploration and Sense of Belonging in College Freshmen's Adjustment: The Moderating Role of Psychological Resilience

description: College freshmen often face adjustment difficulties during the transition to university life, including academic stress, emotional struggles, and social disconnection. While self-identity exploration is a key developmental task in emerging adulthood, its psychological outcomes remain mixed. This study aimed to investigate the mechanisms through which identity exploration influences adjustment, focusing on the mediating role of sense of belonging and the moderating role of psychological resilience.Methods:A cross-sectional survey was conducted among 356 first-year university students in China. Participants completed standardized scales measuring identity exploration, sense of belonging, psychological resilience, and adjustment difficulties. Regression-based moderated mediation analysis was conducted using the PROCESS macro (Model 14). Robustness was tested through instrumental variable (IV) analysis.
description: College freshmen often face adjustment difficulties during the transition to university life, including academic stress, emotional struggles, and social disconnection. While self-identity exploration is a key developmental task in emerging adulthood, its psychological outcomes remain mixed. This study aimed to investigate the mechanisms through which identity exploration influences adjustment, focusing on the mediating role of sense of belonging and the moderating role of psychological resilience.Methods:A cross-sectional survey was conducted among 356 first-year university students in China. Participants completed standardized scales measuring identity exploration, sense of belonging, psychological resilience, and adjustment difficulties. Regression-based moderated mediation analysis was conducted using the PROCESS macro (Model 14). Robustness was tested through instrumental variable (IV) analysis.
DOI: 10.57760/sciencedb.35793
title: Approximate Analytical Solutions for Pulse-Induced Displacement of Floating Ice on a Slightly Inclined Seabed
title: 微倾斜海床上浮冰脉冲诱发位移的近似解析解

description: This dataset contains the displacement response of ice layers to pulse loads under various operating conditions 
description: This dataset contains the displacement response of ice layers to pulse loads under various operating conditions
DOI: 10.57760/sciencedb.29573
title: A Speech-Based Dual-Task Paradigm for Neurocognitive Assessment: Design, Feasibility, and Neuroimaging Evidence
title: A Speech-Based Dual-Task Paradigm for Neurocognitive Assessment: Design, Feasibility, and Neuroimaging Evidence

description: This study designed a novel dual task paradigm for speech and examined its effectiveness and underlying mechanisms. The study used professional recording equipment for voice data collection, combined with corresponding pupil measurement data and task state fMRI. Pupil measurement data and raw acoustic feature data are attached below. 
description: This study designed a novel dual task paradigm for speech and examined its effectiveness and underlying mechanisms. The study used professional recording equipment for voice data collection, combined with corresponding pupil measurement data and task state fMRI. Pupil measurement data and raw acoustic feature data are attached below.
DOI: 10.5281/zenodo.18336064
title: INGLIZ TILIDAGI FRAZEOLOGIK BIRLIKLARNING TIPOLOGIYASI: VINOGRADOV YONDASHUVI TAHLILI

description: Frazeologiya so‘zi va tushunchasi allaqachon XVIII–XIX asrlarda Yevropada tilshunoslikda paydo bo‘lgan, ammo Vinogradov rus va ingliz tilidagi frazeologik birliklarni sistematik tadqiq qilgan va ularning semantik tuzilishi, tipologiyasi hamda til ichidagi o‘rnini aniqlashda muhim nazariy asos yaratgan. Ushbu maqolada siz Vinogradovning frazeologiyaga oid ilmiy nazariyasi va uning tasnifi haqida, uning odatdagi so’zlardan tubdan farq qiluvchi ammo tilimizni yanada chiroyli va zabonli ishlata olishimizda bir-biridan farq qiluvchi tahliliy yondashuvlar bilan ham tanishasiz.
DOI: 10.5281/zenodo.18336065
title: INGLIZ TILIDAGI FRAZEOLOGIK BIRLIKLARNING TIPOLOGIYASI: VINOGRADOV YONDASHUVI TAHLILI

description: Frazeologiya so‘zi va tushunchasi allaqachon XVIII–XIX asrlarda Yevropada tilshunoslikda paydo bo‘lgan, ammo Vinogradov rus va ingliz tilidagi frazeologik birliklarni sistematik tadqiq qilgan va ularning semantik tuzilishi, tipologiyasi hamda til ichidagi o‘rnini aniqlashda muhim nazariy asos yaratgan. Ushbu maqolada siz Vinogradovning frazeologiyaga oid ilmiy nazariyasi va uning tasnifi haqida, uning odatdagi so’zlardan tubdan farq qiluvchi ammo tilimizni yanada chiroyli va zabonli ishlata olishimizda bir-biridan farq qiluvchi tahliliy yondashuvlar bilan ham tanishasiz.
DOI: 10.57760/sciencedb.35783
title: Rwanda teacher survey
title: Rwanda teacher survey

description: Rwanda fit choice data
description: Rwanda fit choice data
DOI: 10.57760/sciencedb.35782
title: Replication data for: Rerandomization for quantile treatment effects
title: Replication data for: Rerandomization for quantile treatment effects

description: Replication data for: Rerandomization for quantile treatment effects
description: Replication data for: Rerandomization for quantile treatment effects
DOI: 10.15468/dl.wnyv8x
title: Occurrence Download

description: A dataset containing 10461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Haliaeetus pelagicus"
 ]
}

 The dataset includes 10461 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004688-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.35178
title: HPRC samples R9.4.1 bam files (16)
title: HPRC samples R9.4.1 bam files (16)

description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
DOI: 10.57760/sciencedb.35405
title: Pollen data from seafloor surface sediments and sediment cores in the Xisha Archipelago, South China Sea
title: Pollen data from seafloor surface sediments and sediment cores in the Xisha Archipelago, South China Sea

description: This dataset contains pollen data from seafloor surface sediments and sediment cores collected from the Xisha Archipelago, South China Sea. It includes sample IDs, pollen concentrations, and percentages for each sample. Seafloor surface sediment samples were collected around Dongdao Island, covering reef, slope, and deep-basin environments. Two sediment cores, D072 and D003, provide fossil records spanning approximately the past 40,000 years.Samples were processed following standard palynological procedures, including carbonate removal, organic matter elimination, and pollen separation, and analyzed under a light microscope. The dataset allows investigation of sedimentary pollen deposition and spatial and temporal variations in terrestrial vegetation in the region.
description: This dataset contains pollen data from seafloor surface sediments and sediment cores collected from the Xisha Archipelago, South China Sea. It includes sample IDs, pollen concentrations, and percentages for each sample. Seafloor surface sediment samples were collected around Dongdao Island, covering reef, slope, and deep-basin environments. Two sediment cores, D072 and D003, provide fossil records spanning approximately the past 40,000 years.Samples were processed following standard palynological procedures, including carbonate removal, organic matter elimination, and pollen separation, and analyzed under a light microscope. The dataset allows investigation of sedimentary pollen deposition and spatial and temporal variations in terrestrial vegetation in the region.
DOI: 10.57760/sciencedb.35454
title: Reliability and Deformation Analysis of Semi-Cover-Plate Foundations Considering the Width Effect
title: 考虑宽度效应的半盖板基础可靠性与变形分析

description: Calculate the anti overturning, anti sliding, and uplift stability of the foundation pit under different width conditions using Monte Carlo method and Coupla function, and include numerical simulation result files. 
description: Calculate the anti overturning, anti sliding, and uplift stability of the foundation pit under different width conditions using Monte Carlo method and Coupla function, and include numerical simulation result files.
DOI: 10.57760/sciencedb.35790
title: "Mismatches between satellite-based vegetation greenness and primary productivity in response to the 2022/23 megadrought in Southwest China"
title: "Mismatches between satellite-based vegetation greenness and primary productivity in response to the 2022/23 megadrought in Southwest China"

description: The “.bin” files represent the original data employed in this analysis. The data can be accessed by Python or NCL. The files of "gogpp.bin", "gosif.bin", "inter.FluxMGPP.toGOGPP.bin", "inter.modis.NIRv.toGOGPP.bin", "inter.modisevi.toGOGPP.bin", "inter.modislai.toGOGPP.bin", "inter.modisndvi.toGOGPP.bin" are vegetation metrics data. And "mask.ERAland_climtogogpp.bin", "ssrd.ssr.era5.bin", "vpd.tcc.ssrd.era5.bin" are hydrothermal variables. 
description: The “.bin” files represent the original data employed in this analysis. The data can be accessed by Python or NCL. The files of "gogpp.bin", "gosif.bin", "inter.FluxMGPP.toGOGPP.bin", "inter.modis.NIRv.toGOGPP.bin", "inter.modisevi.toGOGPP.bin", "inter.modislai.toGOGPP.bin", "inter.modisndvi.toGOGPP.bin" are vegetation metrics data. And "mask.ERAland_climtogogpp.bin", "ssrd.ssr.era5.bin", "vpd.tcc.ssrd.era5.bin" are hydrothermal variables.
DOI: 10.15468/dl.v3vq83
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((60.35277 35.74421,96.64723 35.74421,96.64723 50.25579,60.35277 50.25579,60.35277 35.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocus alatavicus"
 ]
}

 The dataset includes 183 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004689-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18336014
title: Include50 Full Body Keypoints

description: Landmark extraction was conducted using the MediaPipe Holistic pipeline, which concurrently tracks the pose, face, and hands. This process generated a total of 543 landmarks per frame, encompassing 33 pose, 468 face, and 21 keypoints per hand. Each landmark is represented by its spatial (x, y, z) coordinates, resulting in a 1,629-dimensional feature vector (543 * 3) per timestep. The processed features were serialized and stored in the NumPy (.npy) file format to facilitate efficient data loading during training.

 

Citation

@inproceedings{10.1145/3394171.3413528,author = {Sridhar, Advaith and Ganesan, Rohith Gandhi and Kumar, Pratyush and Khapra, Mitesh},title = {INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition},year = {2020},isbn = {9781450379885},publisher = {Association for Computing Machinery},doi = {10.1145/3394171.3413528},numpages = {10},series = {MM '20}}
DOI: 10.5281/zenodo.18336013
title: Include50 Full Body Keypoints

description: Landmark extraction was conducted using the MediaPipe Holistic pipeline, which concurrently tracks the pose, face, and hands. This process generated a total of 543 landmarks per frame, encompassing 33 pose, 468 face, and 21 keypoints per hand. Each landmark is represented by its spatial (x, y, z) coordinates, resulting in a 1,629-dimensional feature vector (543 * 3) per timestep. The processed features were serialized and stored in the NumPy (.npy) file format to facilitate efficient data loading during training.

 

Citation

@inproceedings{10.1145/3394171.3413528,author = {Sridhar, Advaith and Ganesan, Rohith Gandhi and Kumar, Pratyush and Khapra, Mitesh},title = {INCLUDE: A Large Scale Dataset for Indian Sign Language Recognition},year = {2020},isbn = {9781450379885},publisher = {Association for Computing Machinery},doi = {10.1145/3394171.3413528},numpages = {10},series = {MM '20}}
DOI: 10.15468/dl.cnae6k
title: Occurrence Download

description: A dataset containing 15990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Heteronetta atricapilla"
 ]
}

 The dataset includes 15990 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004691-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18327341
title: Cryptosporidium spp. oocysts and Giardia duodenalis cysts in cattle in Latvia, 2020-2021

description: The Excel database contains data about Cryptosporidium spp. and Giardia duodenalis from 980 cow faecal samples from 32 farms in Latvia. 

The database contains information on date of sample collection, parish, sex, age in days and breed of cow (based on codes from the Agricultural Data Centre: https://registri.ldc.gov.lv/lv/dzivnieku_skirnu_kodi). Also, information on the concentration of Cryptosporidium spp. and Giardia duodenalis in a 1 g sample. Samples were collected from March 2020 to March 2021. Fecal samples were stained with immunofluorescence staining.
DOI: 10.5281/zenodo.18327342
title: Cryptosporidium spp. oocysts and Giardia duodenalis cysts in cattle in Latvia, 2020-2021

description: The Excel database contains data about Cryptosporidium spp. and Giardia duodenalis from 980 cow faecal samples from 32 farms in Latvia. 

The database contains information on date of sample collection, parish, sex, age in days and breed of cow (based on codes from the Agricultural Data Centre: https://registri.ldc.gov.lv/lv/dzivnieku_skirnu_kodi). Also, information on the concentration of Cryptosporidium spp. and Giardia duodenalis in a 1 g sample. Samples were collected from March 2020 to March 2021. Fecal samples were stained with immunofluorescence staining.
DOI: 10.5281/zenodo.18336118
title: ORGANIZATION OF EFFICIENT USE OF AGRICULTURAL LAND

description: This thesis examines the issues related to the organization of efficient use of agricultural land. It analyzes the economic and organizational aspects of rational land use, improvement of soil fertility, enhancement of land reclamation conditions, and the importance of introducing modern agricultural technologies. In addition, the study substantiates ways to improve land relations and protect land resources in order to ensure the sustainability of agricultural production.
DOI: 10.5281/zenodo.18336117
title: ORGANIZATION OF EFFICIENT USE OF AGRICULTURAL LAND

description: This thesis examines the issues related to the organization of efficient use of agricultural land. It analyzes the economic and organizational aspects of rational land use, improvement of soil fertility, enhancement of land reclamation conditions, and the importance of introducing modern agricultural technologies. In addition, the study substantiates ways to improve land relations and protect land resources in order to ensure the sustainability of agricultural production.
DOI: 10.13140/rg.2.2.13991.82085
title: Supplements for "About a Boltzmann Money Game"