cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17904316
title: Processed spatial dataset for assessing the risk of human activities in Iran against heat waves Human activities in Iran

description: This dataset includes processed geospatial layers for assessing heatwave risk to human activities in Iran. The data were generated using geospatial models and multi-criteria decision-making methods. Criteria weighting was performed using the Best–Worst Method (BWM), and layers were integrated using the Weighted Linear Combination (WLC) model. The dataset includes final maps of hazard, vulnerability, and heatwave risk, while raw data were obtained from publicly available sources.
DOI: 10.5281/zenodo.17904317
title: Processed spatial dataset for assessing the risk of human activities in Iran against heat waves Human activities in Iran

description: This dataset includes processed geospatial layers for assessing heatwave risk to human activities in Iran. The data were generated using geospatial models and multi-criteria decision-making methods. Criteria weighting was performed using the Best–Worst Method (BWM), and layers were integrated using the Weighted Linear Combination (WLC) model. The dataset includes final maps of hazard, vulnerability, and heatwave risk, while raw data were obtained from publicly available sources.
DOI: 10.5281/zenodo.17931390
title: A Hemostatic Nanocomposite for Targeted Endovascular Sealing of Cerebral Vessel Ruptures Without Inducing Thrombosis

description: Intracranial hemorrhage (ICH) remains a leading cause of mortality and disability worldwide, with current hemostatic interventions often triggering iatrogenic thrombosis or failing to restore vascular integrity. Here, we propose a novel bioinspired nanocomposite material—NeuroSeal-X—engineered to selectively adhere to exposed subendothelial collagen at rupture sites, polymerize in situ under physiological pH and shear stress, and mechanically reinforce vessel walls without activating platelets or the coagulation cascade. We present a multi-scale modeling framework integrating patient-specific hemodynamics, Bayesian uncertainty quantification, and in silico validation against open clinical datasets. Our simulations demonstrate >92% sealing efficacy under pulsatile flow (Re = 400–800) with zero thrombus formation in 10,000 Monte Carlo realizations. The material’s biodegradability, non-immunogenicity, and endothelial regenerative capacity are validated through mechanistic biomolecular analysis. Code, data, and full derivations are provided for full reproducibility.
DOI: 10.5281/zenodo.17929244
title: The Impact of Social Media Marketing on Consumer Buying Behavior: A Quantitative Analysis

description: The rapid growth of digital technologies has transformed marketing practices, particularly through the increasing use of Social Media Marketing (SMM) as a key tool for engaging consumers. Social media platforms enable brands to communicate more effectively with their audiences and play an important role in shaping Brand Awareness (BA) and influencing Consumer Buying Behavior (CBB). In the context of the luxury market, understanding how these digital marketing efforts affect Generation Z consumers has become increasingly relevant, as this group is highly exposed to digital content.

This study examines the impact of SMM on Generation Z’s luxury product consumption in Indonesia, with BA as a mediating variable and Information Search (IS) as a moderating variable. Data were collected through an online survey of active Generation Z social media users who are familiar with luxury brands and analyzed using Partial Least Squares (PLS).

The findings indicate that SMM has a significant positive effect on BA, which subsequently influences CBB. In addition, IS significantly moderates the relationship between SMM and BA as well as between SMM and CBB, indicating that the effect of social media marketing becomes stronger when consumers actively engage in information search during the decision making process. Overall, this study contributes to the literature on digital marketing and consumer behavior by providing empirical evidence from Generation Z consumers in the Indonesian luxury market.
DOI: 10.5281/zenodo.17929245
title: The Impact of Social Media Marketing on Consumer Buying Behavior: A Quantitative Analysis

description: The rapid growth of digital technologies has transformed marketing practices, particularly through the increasing use of Social Media Marketing (SMM) as a key tool for engaging consumers. Social media platforms enable brands to communicate more effectively with their audiences and play an important role in shaping Brand Awareness (BA) and influencing Consumer Buying Behavior (CBB). In the context of the luxury market, understanding how these digital marketing efforts affect Generation Z consumers has become increasingly relevant, as this group is highly exposed to digital content.

This study examines the impact of SMM on Generation Z’s luxury product consumption in Indonesia, with BA as a mediating variable and Information Search (IS) as a moderating variable. Data were collected through an online survey of active Generation Z social media users who are familiar with luxury brands and analyzed using Partial Least Squares (PLS).

The findings indicate that SMM has a significant positive effect on BA, which subsequently influences CBB. In addition, IS significantly moderates the relationship between SMM and BA as well as between SMM and CBB, indicating that the effect of social media marketing becomes stronger when consumers actively engage in information search during the decision making process. Overall, this study contributes to the literature on digital marketing and consumer behavior by providing empirical evidence from Generation Z consumers in the Indonesian luxury market.
DOI: 10.34740/kaggle/dsv/14156994
title: Balochi Language to English Translation Dataset
DOI: 10.5281/zenodo.17885722
title: Industrial Centrifuge Condition Monitoring Dataset from Sulzer Centrifuge Unit at Arab Potash Company (Jordan): A One-Year Multisensor Time Series for Predictive Maintenance and Reliability Studies

description:  



This dataset contains one year (September 2022 – August 2023) of multisensor condition monitoring data collected from an industrial Sulzer centrifuge operating at the Arab Potash Company (APC) in Jordan.

The data were acquired using an ABB 800xA Distributed Control System (DCS) with synchronized one-minute sampling intervals. Measurements include torque (% of nominal load), vibration velocity (mm/s RMS), and bearing temperatures at both solid and liquid ends (°C).

The dataset comprises approximately 525,600 time-aligned observations per variable and reflects real industrial operating conditions, including natural load variations, seasonal thermal effects, and maintenance cycles.

Preprocessing involved timestamp synchronization, duplicate removal, interpolation of short missing intervals, and range validation using plant-defined alarm thresholds (vibration ≥ 12 mm/s, torque ≥ 85%, temperature ≥ 85 °C).

This dataset is intended for research in condition-based maintenance, prognostics and health management (PHM), predictive maintenance, digital twin modeling, reliability analysis, and industrial artificial intelligence. It complements the associated research article describing the data collection, vali
DOI: 10.5281/zenodo.17885723
title: Industrial Centrifuge Condition Monitoring Dataset from Sulzer Centrifuge Unit at Arab Potash Company (Jordan): A One-Year Multisensor Time Series for Predictive Maintenance and Reliability Studies

description:  



This dataset contains one year (September 2022 – August 2023) of multisensor condition monitoring data collected from an industrial Sulzer centrifuge operating at the Arab Potash Company (APC) in Jordan.

The data were acquired using an ABB 800xA Distributed Control System (DCS) with synchronized one-minute sampling intervals. Measurements include torque (% of nominal load), vibration velocity (mm/s RMS), and bearing temperatures at both solid and liquid ends (°C).

The dataset comprises approximately 525,600 time-aligned observations per variable and reflects real industrial operating conditions, including natural load variations, seasonal thermal effects, and maintenance cycles.

Preprocessing involved timestamp synchronization, duplicate removal, interpolation of short missing intervals, and range validation using plant-defined alarm thresholds (vibration ≥ 12 mm/s, torque ≥ 85%, temperature ≥ 85 °C).

This dataset is intended for research in condition-based maintenance, prognostics and health management (PHM), predictive maintenance, digital twin modeling, reliability analysis, and industrial artificial intelligence. It complements the associated research article describing the data collection, vali
DOI: 10.15468/dl.289zez
title: Occurrence Download

description: A dataset containing 1887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Portugal, Spain)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx pardinus"
 ]
}

 The dataset includes 1887 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052618-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73sjbj
title: Occurrence Download

description: A dataset containing 165861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trametes versicolor"
 ]
}

 The dataset includes 165861 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052605-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnbx6k
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is P",
 "InstitutionCode is mnhn",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonum amphibium"
 ]
}

 The dataset includes 453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052619-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14157058
title: Market Prices of Commodities in South Tangerang
DOI: 10.21227/fcqy-6y53
title: "Pricing of Energy and Reserves in Electricity Markets with Endogenously Defined Reserve Requirements: 300-Bus Case Study Data"

description: "This dataset provides input data and solution results for a contingency-constrained energy and reserve dispatch study based on a modified IEEE 300-bus test system. The system includes 300 buses, 69 generators, and 822 transmission lines, with 891 contingency scenarios corresponding to individual generator and line outages. The dataset contains network data, dispatch and reserve schedules, lagrangian duals, and nodal prices for energy, reserves, transmission, and security-related charges, supporting reproducibility and benchmarking of security-constrained market-clearing and the pricing model proposed by Ribeiro ar al. (2025)."
DOI: 10.5281/zenodo.17898057
title: Anexo I

description: Anexo I. Cartografías y datos del contexto físico

Tesis doctoral: "Poblamiento y paisaje medieval en los cursos altos de los ríos Guadalbullón y Jandulilla (Sierra Mágina, Jaén)"
DOI: 10.5281/zenodo.17931458
title: Anexo I

description: Anexo I. Cartografías y datos del contexto físico

Tesis doctoral: "Poblamiento y paisaje medieval en los cursos altos de los ríos Guadalbullón y Jandulilla (Sierra Mágina, Jaén)"
DOI: 10.5281/zenodo.17931411
title: Simulation outputs of agent-based demand and automated fleet operations for Tel Aviv 2040

description: This dataset contains simulation outputs and configuration files supporting the study “The Hidden Energy Demand of Automated Mobility: Onboard and Offboard Systems in Urban Fleet Simulations”.

The dataset includes automated mobility demand data and fleet configuration files used with the Aimsun Ride Simulator (JSON).

Raw simulation outputs for multiple automated mobility scenarios in the Tel Aviv metropolitan area. Simulation results are provided for RoboTaxi fleets with 200, 500, and 1,000 vehicles, as well as automated shuttle fleets with 100, 200, and 500 vehicles. 

For each simulation scenario, the dataset includes operator execution logs documenting vehicle trip operations (operator.log) and optimization logs recording the minute-by-minute fleet assignment process (optimization.txt).
DOI: 10.5281/zenodo.17931412
title: Simulation outputs of agent-based demand and automated fleet operations for Tel Aviv 2040

description: This dataset contains simulation outputs and configuration files supporting the study “The Hidden Energy Demand of Automated Mobility: Onboard and Offboard Systems in Urban Fleet Simulations”.

The dataset includes automated mobility demand data and fleet configuration files used with the Aimsun Ride Simulator (JSON).

Raw simulation outputs for multiple automated mobility scenarios in the Tel Aviv metropolitan area. Simulation results are provided for RoboTaxi fleets with 200, 500, and 1,000 vehicles, as well as automated shuttle fleets with 100, 200, and 500 vehicles. 

For each simulation scenario, the dataset includes operator execution logs documenting vehicle trip operations (operator.log) and optimization logs recording the minute-by-minute fleet assignment process (optimization.txt).
DOI: 10.13140/rg.2.2.31179.86560
title: 72D215F3-A59B-4D16-99A9-A3471CEE4229
DOI: 10.34740/kaggle/dsv/14157083
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.397mzh
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidoblepharis grandis"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052621-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jugg9
title: Occurrence Download

description: A dataset containing 1011909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedera helix",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1011909 records from 3686 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052616-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nugz2m
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emoia oribata Brown, 1953"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286486-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8a42f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Warreopsis purpurea P.Ortiz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033988-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95qa2x
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrelaphis ngansonensis (Bourret, 1935)"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286505-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n6pnv
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Tramea Hagen, 1861"
 ]
}

 The dataset includes 124 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001800-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68cyw8
title: Occurrence Download

description: A dataset containing 14119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Blepharostoma trichophyllum (L.) Dumort., Blindia acuta (Hedw.) Bruch & Schimp.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 14119 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233113-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je2kx8
title: Occurrence Download

description: A dataset listing the 237 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-77.93627 -1.57176,-77.88714 -1.57176,-77.88714 -1.53547,-77.93627 -1.53547,-77.93627 -1.57176))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 237 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015196-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvecdw
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanda alpina (Lindl.) Lindl."
 ]
}

 The dataset includes 42 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027201-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h89a5w
title: Occurrence Download

description: A dataset containing 9928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calidris alba (Pallas, 1764)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 9928 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233119-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft5gkn
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis frigida (Benth.) Maiden & Betche"
 ]
}

 The dataset includes 535 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112443-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9xk3e
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mirabilis ×collina Shinners"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042139-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhmwr2
title: Occurrence Download

description: A dataset containing 1509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "IsInCluster is true",
 "RecordedBy is one of (Bang, M., Bang,M., Bang, Bang, A.M., M. Bang)"
 ]
}

 The dataset includes 1509 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112454-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pjsnu
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonella praemorsa (Muschl.) H.Rob. & Skvarla"
 ]
}

 The dataset includes 69 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028780-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tcjmv
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia setiformis Ehlers"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016793-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hdpa9
title: Occurrence Download

description: A dataset containing 61981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 61981 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286554-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.