cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.54ctdp
title: Occurrence Download

description: A dataset containing 1804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus myrtifolia Willd.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1804 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hstp22
title: Occurrence Download

description: A dataset containing 6358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus montana Willd.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 6358 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012615-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9ex27
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.35554 -25.1272,-64.56223 -25.1272,-64.56223 -24.49552,-65.35554 -24.49552,-65.35554 -25.1272))",
 "TaxonKey is Elliotomyia chionogaster (Tschudi, 1846)"
 ]
}

 The dataset includes 655 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012617-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqsfzk
title: Occurrence Download

description: A dataset containing 10069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus nigra L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 10069 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012618-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r62f59
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus oglethorpensis W.H.Duncan)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012620-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e98yc
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus oblongifolia Torr.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 519 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012619-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvhpu2
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "TaxonKey is Clusia palmicida Rich. ex Planch. & Triana"
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012622-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sepy89
title: Occurrence Download

description: A dataset containing 136114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trogon melanocephalus Gould, 1836"
 ]
}

 The dataset includes 136114 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012565-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14532418
title: Dataset for "Doped and structured silica optical fibres for fibre laser sources"

description: The dataset represents the experimental data for publication "Doped and structured silica optical fibres for fibre laser sources."
DOI: 10.5281/zenodo.13831988
title: Dataset for "Doped and structured silica optical fibres for fibre laser sources"

description: The dataset represents the experimental data for publication "Doped and structured silica optical fibres for fibre laser sources."
DOI: 10.15468/dl.q4w8kr
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus pacifica Nixon & C.H.Müll.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012623-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ke3n5b
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus pagoda Raf.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 627 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012624-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.samdct
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus palmeri (Engelm.) Engelm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 345 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012625-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14776063
title: MUGS dataset
DOI: 10.5281/zenodo.14776064
title: MUGS dataset
DOI: 10.17632/cf28vjbwg4.1
title: Good And Bad Classification Of Hyacinth bean curry

description: Data Description for Project: Good and Bad Classification of Hyacinth Bean Curry

The dataset for this project contains samples of Hyacinth bean curry, categorized into two classes: good and bad. The primary objective is to classify the quality of the curry based on relevant features extracted from the dataset. Below is a detailed description of the data components:

Dataset Overview:

Total Samples: 1000
Good Curry Samples: 500
Bad Curry Samples: 500
Data Features:
The dataset contains multiple features derived from sensory, chemical, and physical analyses of the curry samples, which may include but are not limited to:

Sensory Attributes:

Appearance (color intensity and uniformity)
Aroma (freshness and off-flavors)
Taste (bitterness, sweetness, or rancidity)
Texture (smoothness or lumpiness)
Physical Properties:

Moisture Content
Viscosity
Particle Size Distribution
Chemical Attributes:

pH Level
Acidity
Fat Content
Total Solids
Data Distribution:

Balanced dataset with an equal number of good and bad samples
Labels: Binary classification
0: Bad sample
1: Good sample
Data Collection Method:

Samples were prepared under controlled conditions to ensure consistency.
Sensory evaluation was conducted by trained panelists using a standard 5-point hedonic scale.
Chemical and physical properties were determined using laboratory analytical techniques.
Potential Data Processing Steps:

Handling missing values (if any)
Standardization or normalization of continuous variables
Feature selection to identify the most relevant parameters for classification
Encoding categorical sensory features
Project Goal:
The objective is to build a robust machine learning model capable of classifying the quality of Hyacinth bean curry into good or bad categories based on the extracted features, thereby assisting in quality control and product development processes.
DOI: 10.15468/dl.nw9ep8
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus parvula Greene)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 325 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012626-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxwnpe
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus polymorpha Schltdl. & Cham.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 213 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012628-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq56bt
title: Occurrence Download

description: A dataset containing 14284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus phellos L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 14284 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012627-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9nkf7
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus pungens Liebm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 159 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012629-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14800632
title: PhaseSCA: Exploiting Phase-Modulated Emanations in Side Channels - nRF52832 Dataset

description: Dataset (I/Q signals) of the nRF52832 DUT used in the PhaseSCA paper for the TCHES 2025 artifact evaluation.
DOI: 10.5281/zenodo.14800633
title: PhaseSCA: Exploiting Phase-Modulated Emanations in Side Channels - nRF52832 Dataset

description: Dataset (I/Q signals) of the nRF52832 DUT used in the PhaseSCA paper for the TCHES 2025 artifact evaluation.
DOI: 10.17632/7k4v53xtyd.1
title: Good And Bad Classification Of cauliflower curry

description: Data Description for the Project: Good and Bad Classification of Cauliflower Curry
This dataset is specifically curated for the binary classification task of determining whether a sample of cauliflower curry is "Good" or "Bad" based on its features. The dataset contains a balanced set of 1000 samples, with 500 labeled as "Good" and 500 labeled as "Bad." Each sample represents distinct characteristics of cauliflower curry, which were measured and recorded for the analysis.

1. Dataset Size:

Total Samples: 1000
Good Samples: 500
Bad Samples: 500
2. Features of the Dataset:
The features used for classification capture the sensory, chemical, and visual attributes of cauliflower curry, which are key indicators of quality.

Sensory Features:

Aroma Score (0 to 10): Indicates the freshness and pleasantness of the aroma.
Taste Score (0 to 10): Evaluated based on flavor balance and seasoning.
Texture Score (0 to 10): Measures firmness and consistency of the curry.
Visual Features:

Color Intensity (0 to 255): Captures the brightness and visual appeal of the curry.
Presence of Spoiled Spots (Binary): 1 if visible signs of spoilage are present, 0 otherwise.
Uniformity of Ingredients (0 to 10): Evaluates whether the ingredients are evenly distributed.
Chemical Features:

pH Value (2.5 to 7): Helps determine the acidity level.
Moisture Content (%): Indicates water activity in the curry.
Volatile Compounds Concentration (ppm): Measures compounds contributing to aroma degradation.
3. Target Variable:

Quality Label (Binary):
"Good" labeled as 1
"Bad" labeled as 0
4. Data Distribution:
The dataset ensures a balanced distribution of classes, which helps avoid model biases during training and testing. Both good and bad samples have been selected to cover a wide range of variations, including different cooking methods, storage conditions, and ingredient compositions.

5. Data Collection Method:
Samples were prepared and evaluated by expert food analysts. Sensory scores were assigned by a panel of trained testers, while chemical measurements were conducted using standard laboratory techniques.

6. Potential Applications:

Automated quality inspection systems for food processing industries.
Development of machine learning models for culinary quality assessment.
Improved shelf-life prediction for cauliflower-based dishes.
This dataset provides a robust foundation for building models capable of accurately classifying cauliflower curry samples based on their quality attributes.
DOI: 10.17632/d6sz7f8ybv.1
title: The Volatile-Rich Theia Hypothesis

description: The origin of Earth's water and the Moon remains a central question in planetary science. We propose that Theia, the Mars-sized protoplanet implicated in the Giant Impact Hypothesis, formed earlier than Earth in the same region of the solar system, allowing it to accumulate a greater inventory of volatiles, including water. During the Giant Impact, Theia's volatiles were transferred to Earth, contributing to its water inventory and the formation of the Moon. This hypothesis explains the isotopic similarity between Earth and the Moon, the presence of water in lunar rocks, and the deep water reservoirs in Earth's mantle. Our model provides a coherent narrative for the early solar system's dynamics and the delivery of volatiles to rocky planets.
DOI: 10.17632/v65bd238xk.1
title: Database for Addressing seasonal and uncertain demand in service companies through a triple labor flexibility strategy based on multiskilling, annualized hours, and overtime

description: This repository contains datasets associated to the solution of personnel scheduling problem in the retail industry. Particularly, this repository is related to the PhD thesis titled "Addressing seasonal and uncertain demand in service companies through a triple labor flexibility strategy based on multiskilling, annualized hours, and overtime" which was presented from the Doctoral Program in Supply Chain and Operations Management (SCOM) of the Universitat Politècnica de Catalunya, Barcelona, Spain.

The first folder is called 'Database for Chapter 5', which contains, on the one hand, a folder with real, processed and simulated data used in the two analyses performed in the article (Analysis 1 and Analysis 2). On the other hand, there is another folder called 'Results', which contains two Excel workbooks named 'A1-results.xlsx' and 'A2-results.xlsx', associated with optimality gaps and computation times for the test instances performed in Analysis 1 and 2.

The second folder is called 'Database for Chapter 6' which contains, folders with real, processed and simulated data for the three analysis performed in the computational tests: In-sample, out-of-sample, stochastic approach versus deterministic approach.
DOI: 10.17632/v65bd238xk.2
title: Database for Addressing seasonal and uncertain demand in service companies through a triple labor flexibility strategy based on multiskilling, annualized hours, and overtime

description: This repository contains datasets associated to the solution of personnel scheduling problem in the retail industry. Particularly, this repository is related to the PhD thesis titled "Addressing seasonal and uncertain demand in service companies through a triple labor flexibility strategy based on multiskilling, annualized hours, and overtime" which was presented from the Doctoral Program in Supply Chain and Operations Management (SCOM) of the Universitat Politècnica de Catalunya, Barcelona, Spain.

The first folder is called 'Database for Chapter 5', which contains, on the one hand, a folder with real, processed and simulated data used in the two analyses performed in the article (Analysis 1 and Analysis 2). On the other hand, there is another folder called 'Results', which contains two Excel workbooks named 'A1-results.xlsx' and 'A2-results.xlsx', associated with optimality gaps and computation times for the test instances performed in Analysis 1 and 2.

The second folder is called 'Database for Chapter 6' which contains, folders with real, processed and simulated data for the three analysis performed in the computational tests: In-sample, out-of-sample, stochastic approach versus deterministic approach.
DOI: 10.15468/dl.nh3bqk
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus robusta C.H.Mull.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012630-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82vgfq
title: Occurrence Download

description: A dataset containing 684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.06993 42.84333,-87.82629 42.84202,-87.82801 42.84512,-87.82514 42.84633,-87.82841 42.84586,-87.82371 42.84656,-87.82722 42.85024,-87.82968 42.84971,-87.83191 42.85186,-87.83085 42.85312,-87.83249 42.85281,-87.8348 42.85544,-87.83925 42.86727,-87.83742 42.86685,-87.83995 42.86801,-87.84337 42.87323,-87.84631 42.88397,-87.84362 42.8853,-87.84346 42.8902,-87.84593 42.89044,-87.84791 42.89711,-87.84573 42.90347,-87.84297 42.90635,-87.84227 42.9043,-87.8413 42.90643,-87.84452 42.90757,-87.84054 42.90638,-87.84073 42.91084,-87.83926 42.91304,-87.84387 42.92128,-87.84598 42.9294,-87.84304 42.94284,-87.84534 42.96213,-87.85431 42.97498,-87.85331 42.97626,-87.85459 42.97799,-87.85687 42.97808,-87.87792 42.99219,-87.88271 42.99775,-87.88786 43.00054,-87.88569 43.00203,-87.88792 43.00231,-87.88439 43.00489,-87.88763 43.00815,-87.89158 43.00721,-87.89378 43.01214,-87.89114 43.01443,-87.89384 43.0123,-87.89546 43.01592,-87.89304 43.01813,-87.89387 43.01956,-87.89618 43.01752,-87.89466 43.02137,-87.89735 43.02014,-87.89418 43.02294,-87.89582 43.02598,-87.89588 43.02879,-87.894 43.03095,-87.89478 43.03524,-87.89714 43.03215,-87.89556 43.02979,-87.89732 43.02906,-87.89821 43.03033,-87.89698 43.0366,-87.89407 43.0375,-87.89418 43.03489,-87.89361 43.03616,-87.89393 43.03766,-87.89665 43.03783,-87.89497 43.04249,-87.88885 43.04292,-87.88178 43.04615,-87.8863 43.04647,-87.88794 43.04485,-87.88986 43.04588,-87.88699 43.05302,-87.88294 43.05021,-87.88196 43.05121,-87.87967 43.04757,-87.8815 43.04526,-87.88021 43.04472,-87.87953 43.04746,-87.88195 43.05332,-87.86868 43.06458,-87.86382 43.0709,-87.86385 43.07422,-87.86675 43.07457,-87.87039 43.08064,-87.87065 43.08652,-87.87635 43.0991,-87.89396 43.11451,-87.90084 43.127,-87.90084 43.13662,-87.89197 43.14905,-87.88093 43.17059,-87.88637 43.1849,-87.89273 43.19204,-88.0537 43.19219,-88.06339 43.19001,-88.06923 42.96037,-88.06993 42.84333))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 684 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012631-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qfevq
title: Occurrence Download

description: A dataset containing 1131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus rugosa Née)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1131 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012632-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgfb5n
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus similis Ashe)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012633-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.