cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.efw7w3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium Nitzsch ex Ralfs, 1848",
 "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/0042519-250525065834625/datasets/export for details.
DOI: 10.17632/dt7rtsfyy9
title: Data Base Enrica Senior I

description: Origina Data for the manuscript "ASOCIACIÓN ENTRE LA DESVENTAJA SOCIAL Y EL RIESGO DE CAÍDAS EN PERSONAS MAYORES: ESTUDIO LONGTUDINAL"
DOI: 10.17632/dt7rtsfyy9.1
title: Data Base Enrica Senior I

description: Origina Data for the manuscript "ASOCIACIÓN ENTRE LA DESVENTAJA SOCIAL Y EL RIESGO DE CAÍDAS EN PERSONAS MAYORES: ESTUDIO LONGTUDINAL"
DOI: 10.7910/dvn/eutlb3
title: Replication Data for: Partisan Politics and the Resilience of Public Support for Science Spending

description: To examine whether the second Trump administration’s unprecedented assault on federal support for scientific research has intractably polarized public support for science spending, we replicated a 2014 survey experiment in March 2025. While most Americans continue to overestimate the scale of federal science spending, support for increasing investment has grown since 2014. Informing respondents of the actual science spending level continues to increase support for more federal investment, and in 2025 this effect is concentrated among Republicans, despite the intensity of anti-science cues from President Trump. Science knowledge is also correlated with support for science spending, underscoring the need for robust science education to combat the politicization of science.
DOI: 10.5281/zenodo.15655276
title: Kochem Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15655277
title: Kochem Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/bcxb55nr3s.1
title: Feeding difficulties in early childhood
DOI: 10.17632/8p2z33ffzx.1
title: Consumer Durables Purchase

description: Data on Consumer Durables Purchase decisions and electricity reliability
DOI: 10.17632/fbrnvyxwx3
title: Dataset - Coronal and Apical Sealing Ability of Resilon as a Root Canal Filling Material: A Systematic Review of In Vitro Studies

description: This dataset was compiled as part of a systematic review aimed at evaluating the apical and coronal sealing ability of Resilon compared to gutta-percha in root canal obturation. The central hypothesis guiding the review was that Resilon, due to its thermoplastic properties and capacity to bond with methacrylate-based sealers, may provide superior sealing performance relative to gutta-percha.
The data reflect extracted information from 27 eligible in vitro and clinical studies that met predefined inclusion criteria. Each record includes the study design, sample size, methods for leakage assessment (e.g., dye penetration, fluid filtration, bacterial infiltration), comparative materials used, and the main outcomes related to sealing effectiveness. Additionally, details on whether the study addressed apical or coronal leakage separately are included.
Notable findings across the dataset include a trend toward improved sealing properties with Resilon in several in vitro models, although results were not universally consistent. The dataset allows for comparative analysis by leakage type, sealing method, and material.
All data were independently extracted by two reviewers and cross-checked for accuracy. Discrepancies were resolved by consensus. The dataset was cleaned and structured in Microsoft Excel and exported to RStudio for descriptive analysis. Data are fully anonymized and publicly available to support transparency and reusability in accordance with open science principles.
Researchers can use this dataset to replicate the review findings, perform secondary analyses, or integrate it into broader meta-research on endodontic obturation materials.
DOI: 10.17632/fbrnvyxwx3.1
title: Dataset - Coronal and Apical Sealing Ability of Resilon as a Root Canal Filling Material: A Systematic Review of In Vitro Studies

description: This dataset was compiled as part of a systematic review aimed at evaluating the apical and coronal sealing ability of Resilon compared to gutta-percha in root canal obturation. The central hypothesis guiding the review was that Resilon, due to its thermoplastic properties and capacity to bond with methacrylate-based sealers, may provide superior sealing performance relative to gutta-percha.
The data reflect extracted information from 27 eligible in vitro and clinical studies that met predefined inclusion criteria. Each record includes the study design, sample size, methods for leakage assessment (e.g., dye penetration, fluid filtration, bacterial infiltration), comparative materials used, and the main outcomes related to sealing effectiveness. Additionally, details on whether the study addressed apical or coronal leakage separately are included.
Notable findings across the dataset include a trend toward improved sealing properties with Resilon in several in vitro models, although results were not universally consistent. The dataset allows for comparative analysis by leakage type, sealing method, and material.
All data were independently extracted by two reviewers and cross-checked for accuracy. Discrepancies were resolved by consensus. The dataset was cleaned and structured in Microsoft Excel and exported to RStudio for descriptive analysis. Data are fully anonymized and publicly available to support transparency and reusability in accordance with open science principles.
Researchers can use this dataset to replicate the review findings, perform secondary analyses, or integrate it into broader meta-research on endodontic obturation materials.
DOI: 10.15468/dl.wc22ch
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna gibba L.",
 "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 ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042520-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z2y3s2bx68
title: Exploitative Leadership and Its Impact on Job-Related Anxiety and Service Performance at the Individual and Team Levels: A Multi-Level Study

description: Exploitative Leadership and Its Impact on Job-Related Anxiety and Service Performance at the Individual and Team Levels: A Multi-Level Study data
DOI: 10.17632/z2y3s2bx68.1
title: Exploitative Leadership and Its Impact on Job-Related Anxiety and Service Performance at the Individual and Team Levels: A Multi-Level Study

description: Exploitative Leadership and Its Impact on Job-Related Anxiety and Service Performance at the Individual and Team Levels: A Multi-Level Study data
DOI: 10.5281/zenodo.15655069
title: Plants Growth and Care Recommendations dataset

description: This dataset contains detailed plant care information for over 500 plant species. It was developed to support AI-based models in identifying plant types and providing personalized growth and care recommendations. Each record includes attributes such as the plant’s name, growth rate, sunlight requirement, watering frequency, and preferred fertilization type.

The dataset was manually compiled using publicly available online resources. While the original sources are no longer individually listed, data entries were cross-verified for accuracy during collection and have been standardized for consistency. This dataset is well-suited for applications in smart gardening systems, plant classification tasks, environmental research, and agriculture-focused machine learning models.
DOI: 10.5281/zenodo.15655070
title: Plants Growth and Care Recommendations dataset

description: This dataset contains detailed plant care information for over 500 plant species. It was developed to support AI-based models in identifying plant types and providing personalized growth and care recommendations. Each record includes attributes such as the plant’s name, growth rate, sunlight requirement, watering frequency, and preferred fertilization type.

The dataset was manually compiled using publicly available online resources. While the original sources are no longer individually listed, data entries were cross-verified for accuracy during collection and have been standardized for consistency. This dataset is well-suited for applications in smart gardening systems, plant classification tasks, environmental research, and agriculture-focused machine learning models.
DOI: 10.17632/6zfsc9xsz8.5
title: BremsLib v2.0.4

description: BremsLib v2.0 is a library of double- and single differential cross sections of electron-atom bremsstrahlung. It is a major update of BremsLib v1.0.5, which was published in 2019. BremsLib v2.0 contains the data for 86300 combinations of three physical parameters: atomic number Z, incident electron energy T1, and bremsstrahlung photon energy k. All values of Z from 1 to 100 are represented. The range of variation of T1 is from 10 eV to 30 MeV for non-zero k, or from 10 eV to 100 MeV for k = 0. The range of variation of k / T1 is from 0 to 0.9999. The library data were calculated by the relativistic partial-wave method. The target atom is described by Kohn-Sham interaction potential. Radial dependence of proton density inside the nucleus is modeled by the Fermi distribution. The cross sections calculated using the point-nucleus approximation are also included.
 In comparison with BremsLib v1.0.5, the high-energy endpoint of the incident electron energy range has been increased from 3 MeV to 30 MeV, an additional grid value of the radiated photon energy (equal to 97.5% of the incident electron energy) has been inserted at all values of the incident electron energy, and all the previously-published data have been recalculated, with the point-nucleus approximation replaced by the Fermi distribution of proton density at sufficiently high energies of the incident electron. Although the changes in the values of the previously-published cross sections are insignificant (except at high Z and energies greater than 1 MeV, when the realistic radial distribution of nuclear charge density makes a difference), their uncertainties have been made more reliable. In the soft-photon limit, those uncertainties have been in some cases reduced by several orders of magnitude because of a more efficient calculation method based on the Low theorem, which has been applied in the case of zero photon energy at all values of the incident electron energy up to 100 MeV.
 The distribution package of BremsLib v2.0 is in a .ZIP file, which contains three folders:
 (a) main library data folder "BremsLib_v2.0" with the values of scaled double- and single-differential cross sections of bremsstrahlung corresponding to 86300 combinations of the physical parameters Z, T1 and k / T1,
 (b) folder "Interpolate_DCS" with the code and documentation of the program Interpolate_DCS (v1.0.4), which can be used for data retrieval and interpolation,
 (c) folder "Brems" with the code and documentation of the program BREMS (v1.5.8.9), which was used for generation of the library data at non-zero k.

 The main change in comparison with BremsLib v2.0.3 (DOI: 10.17632/6zfsc9xsz8.4) concerns the ten grid values of k / T1 for spline interpolation of the Born-approximation DCS at 0 &lt; k / T1 &lt; 0.1. The first non-zero value of k / T1 has been reduced from 0.005 to 0.0001, and the intervals between the adjacent grid values at 0 &lt; k / T1 &lt; 0.1 are no longer constant but form a geometric progression.
DOI: 10.15468/dl.cn29nx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium Nitzsch ex Ralfs, 1848",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042521-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15655292
title: Bad Kohlgrub Kur-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15655293
title: Bad Kohlgrub Kur-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/ktfnhjspjn.2
title: TFDD: A High-Quality Image Dataset for Accurate Tomato Fruit Disease Detection and Classification

description: Tomatoes are one of the most widely cultivated and economically significant crops worldwide. However, their productivity and quality are significantly affected by various diseases, including bacterial, viral, and fungal infections. Tomato Fruit Disease Detection (TFDD) dataset designed to support the development and evaluation of object detection models. The dataset contains 288 original images. The images were collected from a local tomato field in Bhashanchar, Faridpur, and a local market in Dhaka, Bangladesh . It consists of high-resolution images of tomatoes affected by different diseases, captured under natural field conditions such as Anthracnose, Blossom End Rot, Fruit Worm, Fruit Cracking, Late Blight, Mold, Early Blight, and Healthy. To enhance dataset diversity and improve model generalization, we applied several augmentation techniques, including horizontal and vertical flipping, rotations between -15° and +15°, brightness adjustments from -15% to +15%, and saturation variations between -20% and +20%. We augmented (3x) of the training images only. After augmentation we obtained 682 images (595 images for training, 58 images for validation, and 29 images for testing). 

Dataset Overview:
Total Images: 682
Image Format: .jpg
Image Size: 640x640
Annotation Format: .txt 
Number of Classes: 8 (Healthy and Diseased)

Data Sources and Annotation: 
Field Location: Gafur Matubbor Dangi, Bhashanchar, Karirhat 7821, Sadarpur, Faridpur, Bangladesh 
Local Market Location: Khilkhet, Dhaka, Bangladesh. 
Captured Method: iPhone 13 and iPhone 15 Plus cameras 
Annotation Tool: Roboflow (Manual process) 
Annotation Guidelines: Bounding boxes 
Annotation Format (.txt): 

Class Distributions:
Class Name Raw Image count
Anthracnose 27
Blossom_end_rot 31
Cracking 35
Early_Blight 20
Fruitworm 61
Healthy 27
Late_Blight 38
Mold 49
DOI: 10.17632/xty5jrwm5m
title: Harnessing Artificial Intelligence in Human Resource Management for Sustainable Business Growth: A Systematic Literature Review Aligned with SDGs

description: Harnessing Artificial Intelligence in Human Resource Management for Sustainable Business Growth: A Systematic Literature Review Aligned with SDGs Data
DOI: 10.17632/xty5jrwm5m.1
title: Harnessing Artificial Intelligence in Human Resource Management for Sustainable Business Growth: A Systematic Literature Review Aligned with SDGs

description: Harnessing Artificial Intelligence in Human Resource Management for Sustainable Business Growth: A Systematic Literature Review Aligned with SDGs Data
DOI: 10.17632/wzfsg3zwsk
title: A Study on Patient's Perception Towards In-Patient Services with Special Reference to 'Servqual'

description: This research aimed to investigate liaison of interdepartmental communication and its effect on the
different perception of patients who comes to Chennai hospital for different purposes in India. This
study mainly focuses the satisfied patient to get delighted and making them as a gratified patient. The
research surveys leading hospital in Chennai through distributing 120 questionnaires to a convenient
sample of patients. A total number of 120 questionnaires were collected during two months period.
The results show that in what ways patient gets satisfaction and delightful. Furthermore, this
technique used in this model is a convenient diagnostic instrument to be used in assessing and
monitoring the quality of healthcare service in hospitals. This research intends to clarify the major
factors affecting patients’ perception of cumulative satisfaction in Chennai hospital in order to address
the question ‘whether patients are gratified.”
DOI: 10.17632/wzfsg3zwsk.1
title: A Study on Patient's Perception Towards In-Patient Services with Special Reference to 'Servqual'

description: This research aimed to investigate liaison of interdepartmental communication and its effect on the
different perception of patients who comes to Chennai hospital for different purposes in India. This
study mainly focuses the satisfied patient to get delighted and making them as a gratified patient. The
research surveys leading hospital in Chennai through distributing 120 questionnaires to a convenient
sample of patients. A total number of 120 questionnaires were collected during two months period.
The results show that in what ways patient gets satisfaction and delightful. Furthermore, this
technique used in this model is a convenient diagnostic instrument to be used in assessing and
monitoring the quality of healthcare service in hospitals. This research intends to clarify the major
factors affecting patients’ perception of cumulative satisfaction in Chennai hospital in order to address
the question ‘whether patients are gratified.”
DOI: 10.17632/kwvkbr2xpz.1
title: Supplementary Table V. Cholerae

description: Supplementary Table
DOI: 10.17632/mcpryhyvhh
title: A STUDY ON SERVICES QUALITY ABOUT PREVENTIVE HEALTH AND FAMILY MEDICINE AMONG COMPANY PATIENTS IN MULTISPECIALTY HOSPITAL

description: Quality of services is an important factor as it is directly related to the satisfaction levelof patients towards the
service provided by the hospitals. By conducting this research, it is possible to estimate the satisfactory level of
patients towards the service provided in preventive services. The purpose of this study is to identify the Quality of
services provided in preventive health and family medicine among the companypatients. Thirty sampleswere used for
this descriptive study. Percentage Analysis, weighted average and Chi- square were tested to analyse the problem.
The results shows that there are few causesof dissatisfaction among patients towards the service provided. The
main suggestions is to maintain a proper waiting time at radiology department and prior information should be
given to the patients, to improve the satisfaction level among the patients.
DOI: 10.17632/mcpryhyvhh.1
title: A STUDY ON SERVICES QUALITY ABOUT PREVENTIVE HEALTH AND FAMILY MEDICINE AMONG COMPANY PATIENTS IN MULTISPECIALTY HOSPITAL

description: Quality of services is an important factor as it is directly related to the satisfaction levelof patients towards the
service provided by the hospitals. By conducting this research, it is possible to estimate the satisfactory level of
patients towards the service provided in preventive services. The purpose of this study is to identify the Quality of
services provided in preventive health and family medicine among the companypatients. Thirty sampleswere used for
this descriptive study. Percentage Analysis, weighted average and Chi- square were tested to analyse the problem.
The results shows that there are few causesof dissatisfaction among patients towards the service provided. The
main suggestions is to maintain a proper waiting time at radiology department and prior information should be
given to the patients, to improve the satisfaction level among the patients.