cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tp7f2z44wd.2
title: Effect of desulfurization gypsum on dissolution kinetics and phase evolution in the alkali-activated steel slag–gold tailings system

description: To address the issue of limited large-scale application of desulfurized gypsum (DG) due to the unclear mechanism of its action in alkali-activated systems, this study employed steel slag and gold tailings as precursors to investigate the influence of desulfurized gypsum on the dissolution kinetics, macroscopic properties, phase evolution, and reaction pathways of this alkali-activated system. The results demonstrate that an appropriate amount of desulfurized gypsum can enhance the 28-day compressive strength of the system to 22.4 MPa and shorten the initial and final setting times by more than 55 minutes. In an alkaline environment, desulfurized gypsum not only directly participates in the formation of ettringite but also maintains the Ca/Si ratio of C-(A)-S-H gel within the range of 0.8 - 1.3 and increases the Si/Al ratio to 2.0 - 3.1, thereby mitigating the mismatch in reaction rates between steel slag and gold tailings. When desulfurized gypsum is absent, the reaction pathway of the system is predominantly alkali-activated gelation, whereas with an appropriate amount of desulfurized gypsum, the reaction is primarily dominated by sulfate-activated ettringite crystallization. Furthermore, through hydration kinetics analysis, the exponential function model proposed in this study accurately describes the hydration heat release behavior of the system, reflecting the characteristic of reaction rate decay over time. This study provides a theoretical basis for the high-value utilization of desulfurized gypsum in solid waste-based cementitious materials.
DOI: 10.15468/dl.tc4u6e
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dryopteris mituii)"
 ]
}

 The dataset includes 1202 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009702-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7cjnnz6z47
title: Sleep deprivation and presenteeism

description: Innovation at risk: How sleep deprivation and presenteeism undermine boundary-spanning behavior in aging workforces
DOI: 10.17632/7cjnnz6z47.1
title: Sleep deprivation and presenteeism

description: Innovation at risk: How sleep deprivation and presenteeism undermine boundary-spanning behavior in aging workforces
DOI: 10.17632/zfp3j4nv3c
title: Heating habits and thermal comfort using wood stoves: a questionnaire-based analysis in Norway

description: This dataset contains survey responses on heating habits and thermal comfort, based on the study ‘Heating habits and thermal comfort using wood stoves: questionnaire-based analysis in Norway’. It includes anonymized data from residential buildings with and without wood stoves, capturing how households manage space heating, the types of heating systems used, and general patterns in temperature management.
DOI: 10.17632/zfp3j4nv3c.1
title: Heating habits and thermal comfort using wood stoves: a questionnaire-based analysis in Norway

description: This dataset contains survey responses on heating habits and thermal comfort, based on the study ‘Heating habits and thermal comfort using wood stoves: questionnaire-based analysis in Norway’. It includes anonymized data from residential buildings with and without wood stoves, capturing how households manage space heating, the types of heating systems used, and general patterns in temperature management.
DOI: 10.17632/zcyn6cj46t
title: Medical and Dental Students’ LLM Usage and Generative AI Literacy: A Multi-center Study

description: See "ReadMe" & Codebook Document for further information on the data sets
DOI: 10.17632/zcyn6cj46t.1
title: Medical and Dental Students’ LLM Usage and Generative AI Literacy: A Multi-center Study

description: See "ReadMe" & Codebook Document for further information on the data sets
DOI: 10.17632/gf5ygjstvn
title: Code and generated datasets for machine learning-based bicycle delay estimation

description: This folder contains code and data needed to replicate "Machine learning-based bicycle delay estimation at signalized intersections using sparse GPS data and traffic control signals " by Yufei Yuan, Kaiyi Wang, Dorine Duives, Dr. Winnie Daamen, and Serge P. Hoogendoorn
DOI: 10.17632/gf5ygjstvn.2
title: Code and generated datasets for machine learning-based bicycle delay estimation

description: This folder contains code and data needed to replicate "Machine learning-based bicycle delay estimation at signalized intersections using sparse GPS data and traffic control signals " by Yufei Yuan, Kaiyi Wang, Dorine Duives, Dr. Winnie Daamen, and Serge P. Hoogendoorn
DOI: 10.17632/w3jprdm9pv
title: Table 1

description: Advances and Challenges in Diagnostic Strategies for HLRCC—A Letter to the Editor Regarding the Study by Ouchene et al. on HLRCC （Supplemental Material Table 1）
DOI: 10.17632/w3jprdm9pv.1
title: Table 1

description: Advances and Challenges in Diagnostic Strategies for HLRCC—A Letter to the Editor Regarding the Study by Ouchene et al. on HLRCC （Supplemental Material Table 1）
DOI: 10.5066/p9qkduch
title: Per- and polyfluoroalkyl substances (PFAS) and pharmaceutical compound data from passive and sediment samples from 62 Great Lakes tributary sites collected in 2018

description: This dataset includes per-and polyfluoroalkyl substances (PFAS) and pharmaceuticals monitored at 62 sampling sites in tributaries of the Laurentian Great Lakes. Chemicals were evaluated in a sediment sample (PFAS only) and water concentrations were estimated using polar organic chemical integrative samplers (POCIS). Sediment samples were collected from the 62 sites in June and July 2018, which were analyzed for 23 PFAS compounds using liquid chromatography tandem mass spectrometry (LC/MS/MS). Duplicate sediment samples were collected at 23 sites. Overall, 22 of the 23 sediment PFAS compounds analyzed were detected in samples from at least one site. Pharmaceuticals and PFAS samples were collected instream by deploying two POCIS at each site for approximately 30 days during the period of May through October 2018. POCIS were compromised at two sites, so POCIS data are only included for 60 of the 62 sites. POCIS blanks and replicates were also collected at six sites. Replicate POCIS were deployed within the same stream cross section. Blanks were collected by exposing prepared POCIS to the air during the time it took to deploy and retrieve the sampler. POCIS blank samples were extracted along with field samples at the end of the deployment period. POCIS extracts were analyzed for 107 pharmaceuticals (USGS National Water Quality Laboratory schedule 2440). A separate POCIS extract was analyzed for 34 PFAS using high-performance liquid chromatograph (HPLC) coupled to a triple quadrupole mass spectrometer (MS/MS). Of these compounds, 49 pharmaceuticals and 17 PFAS had POCIS uptake rates, allowing calculations of time-weighted mean concentration over the approximately 30-day deployment. Collectively, there were 69 pharmaceuticals and 21 PFAS detected in environmental POCIS samples.
DOI: 10.15468/dl.gby5y2
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009703-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.974f4c
title: Occurrence Download

description: A dataset containing 800390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Patagioenas fasciata",
 "Year 1970-2025"
 ]
}

 The dataset includes 800390 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009661-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/68d4gb5444
title: Digital image analysis aided adulteration detection data set for Roasted Gram flour adulterated with all purpose flour

description: Adulteration Detection of roasted gram flour with all purpose flour 
About Roasted Gram Flour ( chhatu)
Contains a highly nutritious flour rich in protein, dietary fiber, and essential minerals like iron, magnesium, and potassium.
Adulteration Issue
Presence of all purpose flour reduces purity, nutritional value, and may cause digestive discomfort.
Visual detection is difficult as all purpose flour blends with chhatu.
Detection Methodology
Dataset creation: Images of pure and adulterated chhatu with varying flour percentages, labelled by experts.
Image Preprocessing: Techniques like grayscale, RGB, HSV, median smoothing, adaptive thresholding, and edge detection to enhance visual differences.
Feature Extraction: Identify texture, color, and surface pattern differences between pure and adulterated samples.
Sample preparation
Fully grounded roasted gram flour (Chattu)of Ganesh Company (local high-quality variety) were collected from [Netaji Market, Rathbari, Malda, West Bengal, India]. Time for conducting 11.00 am to 8.00 pm. The final moisture content of the roasted gram flour or chattu were 4–5% (dry weight basis), and The total ash content of chhatu typically ranges from 5% to 8%, depending on the source and processing methods.
The rosted gram flour were unpacked and sieved using a fine mesh to determine whether there is any impurity or not. The chattu was of very good quality so that sieving didn't result into any kind of impurities. 
All purpose flour was collected from the same market and shop, sieved to remove dust and impurities. The sieve test didn't give a result for any impurities, indicating the flour was pure and non-adulterated.
Chattu was mixed thoroughly with all purpose flour at different proportions (0%, 5%, 10%, 15%, 20%, 25% 30%, 35%, 40%, 45% and 50%) to prepare a homogeneous mixture of adulterated samples.
Image Acquisition
In total, 24 sets of samples were prepared: 100% pure chhatu(on white and black A4 sheets both), 100% pure all purpose flour(on white and black A4 sheets both), and 10 sets of adulterated samples of chhatu containing 5–50% of all purpose flour by weight on white and black A4 sheets both(10 on white +10 on black). A total of 20 equal-sized cells were drawn on a white and black A4 paper sheets (210 mm × 297 mm, 80 gsm). The samples were spread over the paper into a thin layer. Thus, 20 equal-sized cells were loaded with similar samples (Fig. 1). In total, (24 × 20) + 24 × 1= 504 images were captured.
Each of the cells was photographed separately using a SAMSUNG'S GALAXY, M01S (Android 11, octa-core MediaTek Helio P22 (MT6762) processor, comes with 3GB of RAM and 32GB of internal storage 6.2-inch HD+ PLS TFT Infinity-V display with a resolution of 720 x 1520 pixels,dual-camera setup with a 13MP main sensor and a 2MP depth sensor. The front-facing selfie camera is 8MP. ) without flash. The perpendicular distance between the sample surface and the camera lens was maintained at 15 cm.
DOI: 10.17632/68d4gb5444.1
title: Digital image analysis aided adulteration detection data set for Roasted Gram flour adulterated with all purpose flour

description: Adulteration Detection of roasted gram flour with all purpose flour 
About Roasted Gram Flour ( chhatu)
Contains a highly nutritious flour rich in protein, dietary fiber, and essential minerals like iron, magnesium, and potassium.
Adulteration Issue
Presence of all purpose flour reduces purity, nutritional value, and may cause digestive discomfort.
Visual detection is difficult as all purpose flour blends with chhatu.
Detection Methodology
Dataset creation: Images of pure and adulterated chhatu with varying flour percentages, labelled by experts.
Image Preprocessing: Techniques like grayscale, RGB, HSV, median smoothing, adaptive thresholding, and edge detection to enhance visual differences.
Feature Extraction: Identify texture, color, and surface pattern differences between pure and adulterated samples.
Sample preparation
Fully grounded roasted gram flour (Chattu)of Ganesh Company (local high-quality variety) were collected from [Netaji Market, Rathbari, Malda, West Bengal, India]. Time for conducting 11.00 am to 8.00 pm. The final moisture content of the roasted gram flour or chattu were 4–5% (dry weight basis), and The total ash content of chhatu typically ranges from 5% to 8%, depending on the source and processing methods.
The rosted gram flour were unpacked and sieved using a fine mesh to determine whether there is any impurity or not. The chattu was of very good quality so that sieving didn't result into any kind of impurities. 
All purpose flour was collected from the same market and shop, sieved to remove dust and impurities. The sieve test didn't give a result for any impurities, indicating the flour was pure and non-adulterated.
Chattu was mixed thoroughly with all purpose flour at different proportions (0%, 5%, 10%, 15%, 20%, 25% 30%, 35%, 40%, 45% and 50%) to prepare a homogeneous mixture of adulterated samples.
Image Acquisition
In total, 24 sets of samples were prepared: 100% pure chhatu(on white and black A4 sheets both), 100% pure all purpose flour(on white and black A4 sheets both), and 10 sets of adulterated samples of chhatu containing 5–50% of all purpose flour by weight on white and black A4 sheets both(10 on white +10 on black). A total of 20 equal-sized cells were drawn on a white and black A4 paper sheets (210 mm × 297 mm, 80 gsm). The samples were spread over the paper into a thin layer. Thus, 20 equal-sized cells were loaded with similar samples (Fig. 1). In total, (24 × 20) + 24 × 1= 504 images were captured.
Each of the cells was photographed separately using a SAMSUNG'S GALAXY, M01S (Android 11, octa-core MediaTek Helio P22 (MT6762) processor, comes with 3GB of RAM and 32GB of internal storage 6.2-inch HD+ PLS TFT Infinity-V display with a resolution of 720 x 1520 pixels,dual-camera setup with a 13MP main sensor and a 2MP depth sensor. The front-facing selfie camera is 8MP. ) without flash. The perpendicular distance between the sample surface and the camera lens was maintained at 15 cm.
DOI: 10.15468/dl.wagaxd
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum nuttallianum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009704-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rar9db
title: Occurrence Download

description: A dataset containing 349533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1976"
 ]
}

 The dataset includes 349533 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009593-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceaq8b
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalopachus bancanus (Horsfield, 1821)"
 ]
}

 The dataset includes 313 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014882-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3eq9t
title: Occurrence Download

description: A dataset containing 844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Opheodrys vernalis (Harlan, 1827)"
 ]
}

 The dataset includes 844 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181882-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6bzzh
title: Occurrence Download

description: A dataset containing 112388 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de la Facultad de Ciencias Biológicas de la Universidad Complutense de Madrid (MACB)"
 ]
}

 The dataset includes 112388 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280405-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg8yf8
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Crocodylus intermedius (Graves, 1819))"
 ]
}

 The dataset includes 60 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007050-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u872w4
title: Occurrence Download

description: A dataset containing 5955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antirhea Comm. ex A.Juss."
 ]
}

 The dataset includes 5955 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280427-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jw4vm
title: Occurrence Download

description: A dataset containing 12365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum hypericoides (L.) Crantz"
 ]
}

 The dataset includes 12365 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251017-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hpwdu
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadrius hiaticula Linnaeus, 1758",
 "Year 1990-2022"
 ]
}

 The dataset's 3 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280420-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ujn44
title: Occurrence Download

description: A dataset containing 1915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadrius hiaticula Linnaeus, 1758",
 "Year 1990-2022"
 ]
}

 The dataset includes 1915 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280417-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at6jb4
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viburnum taitoense Hayata"
 ]
}

 The dataset includes 348 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232669-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11061995
title: FRAMEWORK FOR CI MEASURING

description: Please downlod the file.
DOI: 10.5281/zenodo.11061996
title: FRAMEWORK FOR CI MEASURING

description: Please downlod the file.
DOI: 10.15468/dl.32ebaq
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-7.41475 30.15956,37.89245 30.15956,37.89245 46.31099,-7.41475 46.31099,-7.41475 30.15956))",
 "HasGeospatialIssue is false",
 "TaxonKey is Pterois miles (Bennett, 1828)"
 ]
}

 The dataset includes 149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280426-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtf7bu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hapalorchis neglecta Szlach. & Rutk."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237333-230224095556074/datasets/export for details.
DOI: 10.15468/dl.x2wye6
title: Occurrence Download

description: A dataset containing 1339711 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
}

 The dataset includes 1339711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280424-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s2pdd
title: Occurrence Download

description: A dataset listing the 17552 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 17552 records were derived from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280432-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.