cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dbze5r
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stewartia ovata)",
 "StateProvince is one of (Alabama, Georgia, Kentucky, Mississippi, North Carolina, South Carolina, Tennessee, Virginia)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 789 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044074-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ykqa3
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 52.5,97.5 52.5,97.5 60,90 60,90 52.5))"
 ]
}

 The dataset includes 199 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044076-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33178.93129
title: Named Landforms of the World v2.0
DOI: 10.13140/rg.2.2.34148.86408
title: Effect of PID gains on the control of sloshing using the thermocapillary effect
DOI: 10.13140/rg.2.2.15051.67362
title: UNIDAD 2 FICHAJE Posdoctorado Seminario 2
DOI: 10.15468/dl.8gdgqu
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "HasCoordinate is true",
 "Country is Namibia"
 ]
}

 The dataset includes 164 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044082-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ufz83
title: Occurrence Download

description: A dataset containing 7196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 37.5,37.5 37.5,37.5 45,30 45,30 37.5))"
 ]
}

 The dataset includes 7196 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044080-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15238350
title: IODP Expedition 402 Alkalinity and pH

description: Alkalinity was determined by Gran titration with an autotitrator (Metrohm 794 basic Titrino) using 0.1 M HCl at 20 degrees C. Report includes alkalinity, correction factor (if applicable), and pH.
DOI: 10.5281/zenodo.15238351
title: IODP Expedition 402 Alkalinity and pH

description: Alkalinity was determined by Gran titration with an autotitrator (Metrohm 794 basic Titrino) using 0.1 M HCl at 20 degrees C. Report includes alkalinity, correction factor (if applicable), and pH.
DOI: 10.15468/dl.sbbrhr
title: Occurrence Download

description: A dataset listing the 91053 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset's 91053 records were derived from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005121-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zrafj
title: Occurrence Download

description: A dataset containing 3752085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5.7_1",
 "Year 1000-2025"
 ]
}

 The dataset includes 3752085 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041663-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/2hsj-gkna-9g0z
title: AOML Analysis Products. Version 1.0

description: This dataset includes SST Analysis and Tropical Cyclone Heat Potential Imagery taken during the Pre-Depression Investigation of Cloud-systems in the Tropics (PREDICT) project. The PREDICT project took place during the summer and fall of 2010 in the Atlantic basin.
DOI: 10.15468/dl.h55sdt
title: Occurrence Download

description: A dataset containing 16741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 2015",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16741 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041700-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6355cm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconia latispatha",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041701-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt9xgy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconia latispatha",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041702-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxj2wk
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconia latispatha",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041703-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17253988
title: Shape of seminal rods of two species of Dendroctonus frontalis complex

description: Landmarks and semilandmarks of seminal rods; landmarks are the following points: 1, 5, 19, 23. 

Honduran specimens: 1-144; Dendroctonus frontalis (1-41, 43-85), D. mesoamericanus (42, 86-144).

Mexican specimens: 145-177; D. frontalis (145-160), D. mesoamericanus (161-177).
DOI: 10.5281/zenodo.17253989
title: Shape of seminal rods of two species of Dendroctonus frontalis complex

description: Landmarks and semilandmarks of seminal rods; landmarks are the following points: 1, 5, 19, 23. 

Honduran specimens: 1-144; Dendroctonus frontalis (1-41, 43-85), D. mesoamericanus (42, 86-144).

Mexican specimens: 145-177; D. frontalis (145-160), D. mesoamericanus (161-177).
DOI: 10.26023/vd7q-7c8s-jc12
title: GOES Products. Version 1.0

description: This dataset consists of gif images of GOES products from the PRE-Depression Investigation of Cloud-systems in the Tropics (PREDICT) project. The data includes Mean Layer Winds, streamlines, vorticity, CIMSS OT Analysis, SAL Split Window Combo East and True Color, TPW Composite, Low Level Convergence, Low Level Winds, Mid level Shear, Upper Level Divergence, Upper Level Winds, Wind Shear, Wind Shear Tendency, and Winds Text satellite products. This data covers July through November of 2010.
DOI: 10.15468/dl.nvamaw
title: Occurrence Download

description: A dataset containing 870035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vaccinium myrtillus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 870035 records from 1201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041682-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtmq8d
title: Occurrence Download

description: A dataset containing 51169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus Lindl.",
 "Country is Sweden",
 "HasCoordinate is true",
 "Year is greater than or equal to 2004"
 ]
}

 The dataset includes 51169 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003431-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ptgf7k6m5w.1
title: Ecological_Informatics

description: This repository contains the data for " Innovative Soil Classification approach for achieving Global Biodiversity Framework utilizing integrated data fusion of EMIT and multispectral satellite observations: Case Study of Imam Turki bin Abdullah Royal Reserve, Kingdom of Saudi Arabia"
DOI: 10.17632/7mkszprb6n.1
title: EXPERIMENTAL DATA OF OSCILLATORY BEHAVIOR ANALYSIS OF TWO PENDULUM-LIKE TANDEM CIRCULAR SLENDER CYLINDERS

description: Data from two experiments using a high-speed camera (HSC) and a PIV system in a streamlined channel were obtained to investigate the oscillatory behavior of two tandem cylinders mounted in a pendulum-like manner, as well as the flow characteristics around fixed cylinders. The recorded data include the lateral displacement of the cylinder (y^') and the PIV measurement results.
The Reynolds number for these experiments varied between 16,000 and 24,000. This range was calculated based on the free flow velocity, the kinematic viscosity of air at ambient conditions, and the cylinder diameter (D) of 12.7 mm. The aerodynamic channel had a rectangular cross-section measuring 254 mm in height and 127 mm in width. It was primarily constructed using wooden panels, with the test section composed by aluminum and acrylic glass windows.
The PIV system comprised a CCD camera with a resolution of 2752×2200 pixels, capable of storing 1,200 double frames per experiment. A 532 nm Nd:YAG laser was employed to illuminate the flow. This laser emitted two pulsed beams at a maximum frequency of 15 Hz. The camera and laser operation were synchronized by the acquisition system. DiEthyl-Hexyl-Sebacat (DEHS) particles with a maximum size of 1 µm were introduced to seed the flow for the PIV measurements. Two experiments using distinct setups were conducted, and their configurations are described below.
Firstly, the lateral displacement of the cylinder was measured using an HSC positioned beneath the test section, recording at a resolution of 1920 × 1080 pixels and a frame rate of 120 Hz. In this configuration, the cylinders were vertically aligned and free to oscillate transversely to the flow, mimicking pendulum motion. The cylinders, made of aluminum with a diameter of 10 mm, were mounted on 3D-printed supports. Each support contained a pair of bearings and was attached to a threaded bar rigidly fixed at the top of the channel. Four spacing ratios (SR) were tested: 2.0, 3.5, 5.0, and 7.5, defined as the ratio between the center-to-center distance of the cylinders and their diameter (D). Additionally, for a spacing ratio of 4.5, the PIV methodology was applied under this setup. The Reynolds number varied from 16,000 to 24,000 and is specified in the corresponding files, alongside the spacing ratio.
The mass ratio (m^*), representing the ratio of the cylinder's mass to the displaced fluid's mass, and the damping ratio (ζ) were key parameters for analyzing the results. The values were m*=810 and ζ=0.017.
In the second setup, the cylinders were rigidly assembled in a horizontal orientation. In this case, the cylinders were constructed from acrylic glass with a diameter of 12.7 mm. Three spacing ratios were tested: 2.0, 3.5, and 5.0, at a Reynolds number of 21,000.
Further details regarding the setups, wind tunnel, experiments, and methodology are available in the work by Habowski et al. [1].
DOI: 10.15468/dl.grutm4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Month is August",
 "TaxonKey is Campephilus principalis principalis"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003434-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ses6zb
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus pseudobaicalensis Vogt, 1911",
 "Country is Japan",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 622 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003435-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/982d2k7d7r.1
title: mRaichu data under HP with various GAP domain and GEF domain (for Cancer CELL condition)

description: The data measured with the spectrometer B (Tokyo Univ.) and the HP-resistant cell.
Note that the name including "+h" means the data of fluorescence spectra is under hydrostatic pressure.
These files have mRaichu data (with GDP and GTP) in the presence of GEF domain with various concentration of GAP domain.
DOI: 10.17632/982d2k7d7r.2
title: mRaichu data under HP with various GAP domain and GEF domain (for Cancer CELL condition)

description: The data measured with the spectrometer B (Tokyo Univ.) and the HP-resistant cell.
Note that the name including "+h" means the data of fluorescence spectra is under hydrostatic pressure.
These files have mRaichu data (with GDP and GTP) in the presence of GEF domain with various concentration of GAP domain.
DOI: 10.17632/462z4gvct3.1
title: Dataset for the manuscript "Comparison of erosion risk assessment methods in coastal flysch cliffs in Slovenia"

description: Dataset for the manuscript "Comparison of erosion risk assessment methods in coastal flysch cliffs in Slovenia"
DOI: 10.15468/dl.e88fhs
title: Occurrence Download

description: A dataset containing 1863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "PublishingOrg is 396d5f30-dea9-11db-8ab4-b8a03c50a862",
 "TaxonKey is Bombus wurflenii Radoszkowski, 1860"
 ]
}

 The dataset includes 1863 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003436-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wrpwr2cff9.1
title: Data on Organic Residue Analysis of European Neolithic Pottery (7000-4000 BCE)

description: A sedentary lifestyle, the development of agriculture, and the production of ceramic vessels represent key aspects of the transition to farming, which initiated a new era of human civilization. This fundamental shift in history not only transformed subsistence strategies but also provoked profound changes in dietary habits, the nutritional value of food, and social structures. 

Pottery, as a significant source of information about past societies, plays a crucial role in reconstructing these processes. Over the last quarter-century, its study has experienced a remarkable scientific boom, particularly due to the analysis of organic residues preserved in the porous material of ceramic vessels. This method has become an indispensable component of archaeological research, providing crucial data on dietary practices, the origins of consumed foods, and the technologies used for their preparation.

The recent increase of published studies and lipid-analyzed ceramic vessels now requires a compilation of data, enabling further study of cooking practices This dataset includes 2,038 lipid-analyzed samples from 99 archaeological sites across Europe and the Near East, dating from 7000 to 4000 BCE.
DOI: 10.17632/rwxmr7wc4n.1
title: Dados_Catena

description: Dados
DOI: 10.17632/g3yhhfht2t.1
title: HCV NS3/4A protease induces CCT relocalization to viral replication sites, stimulating phosphatidylcholine synthesis and promoting viral replication

description: CCTa manuscript
DOI: 10.15468/dl.et4tu5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia chimantensis Steyerm. & Maguire"
 ]
}

 The dataset includes 19 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003437-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r9kpgp76xh.1
title: Throughfall mass balance with fallout radionuclides and major/trace elements

description: The data show paired openfall and throughfall measurements of fallout radionuclides (FRNs) 7Be and 210Pb measured by gamma spectrometry, as well as major and trace elements measured by ICPOES and QQQ-ICPMS, and ancillary measures including DOC, FPOM, pH, and precipitation depth.
DOI: 10.15468/dl.9pxc3j
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Capirona Spruce"
 ]
}

 The dataset's 7 records were derived from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003433-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma52x6
title: Occurrence Download

description: A dataset containing 51160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus Lindl.",
 "Country is Sweden",
 "HasCoordinate is true",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 51160 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003438-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/92g33dsbwd.1
title: Vegan_datasets

description: These are dietary classification datasets we collected from ChatGPT and validated with three dietary experts (dietitians) based on two health conditions (normal and obesity) and three classes of allergies (gluten allergy, nut allergy and no allergy).
DOI: 10.17632/cdw4rn8xz2.1
title: Alocasia macrorrhizos

description: (Alocasia macrorrhizos)
This dataset contains 1,000 samples of cauliflower curry made from Alocasia macrorrhizos, classified into two categories: Good (500 samples) and Bad (500 samples). The classification is based on various sensory, chemical, and microbial properties that influence the quality of the dish.

Dataset Structure
Each sample is labeled as either Good or Bad, and the dataset includes multiple features that represent the characteristics affecting classification.

1. Sensory Attributes
Color Intensity (CI): Measured on a scale (e.g., RGB values, Lab* scale)
Texture (TX): Softness, hardness, and granularity assessed through image processing or tactile sensors
Aroma (AR): Measured using an electronic nose or human sensory evaluation (e.g., aromatic intensity, pungency)
Taste Profile (TP): Quantified as bitterness, sweetness, or spiciness (e.g., on a scale of 1-10)
2. Chemical Composition
pH Value (pH): Indicates acidity or alkalinity (e.g., 5.5–7.5 range)
Moisture Content (MC%): Percentage of water content in the sample
Protein Content (PC%): Amount of protein in grams per 100g of sample
Fat Content (FC%): Percentage of fats present
Carbohydrate Content (CC%): Percentage of total carbohydrates
Phenolic Content (PC mg/kg): Antioxidant levels measured in milligrams per kilogram
Toxic Oxalate Levels (OL mg/kg): Presence of calcium oxalate, which can affect edibility
3. Microbial and Spoilage Indicators
Total Plate Count (TPC CFU/g): Number of bacterial colonies per gram
Yeast and Mold Count (YMC CFU/g): Presence of fungi indicating spoilage
Pathogen Presence (PP): Binary variable (Yes/No) indicating harmful bacteria like E. coli or Salmonella
4. Preparation and Cooking Variables
Cooking Time (CT min): Duration of cooking in minutes
Cooking Temperature (CTemp °C): Temperature in degrees Celsius
Ingredient Ratio (IR): Proportion of spices, water, and oil used
Classification Labels
Good (1): Samples meeting acceptable sensory, chemical, and microbial standards
Bad (0): Samples failing in sensory, chemical, or microbial quality
DOI: 10.15468/dl.cws38z
title: Occurrence Download

description: A dataset containing 9272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.89893 32.63517,-16.8238 32.63517,-16.8238 32.66853,-16.89893 32.66853,-16.89893 32.63517))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 9272 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003439-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.