cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5m82gz
title: Occurrence Download

description: A dataset containing 393402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Avahi Jourdan, 1834, Sciurocheirus alleni (Waterhouse, 1838), Distoechurus pennatus Peters, 1874, Caluromys lanatus (Olfers, 1818), Sphiggurus mexicanus (Kerr, 1792), Anomalurus beecrofti Fraser, 1853, Ptilocercus lowii Gray, 1848, Sphiggurus insidiosus (Olfers, 1818), Trichys fasciculata (Shaw, 1801), Cheirogaleus medius É.Geoffroy Saint-Hilaire, 1812, Phalanger gymnotis Peters & Doria, 1875, Strigocuscus pelengensis (Tate, 1945), Anomalurus derbianus (Gray, 1842), Anomalurus pusillus Thomas, 1887, Idiurus zenkeri Matschie, 1894, Dactylopsila trivirgata Gray, 1858, Petaurus breviceps Waterhouse, 1838, Petaurus gracilis (de Vis, 1883), Petaurus norfolcensis (Kerr, 1792), Petropseudes dahli (Collett, 1895), Pseudochirops archeri (Collett, 1884), Burramys parvus Broom, 1896, Cercartetus caudatus (Milne-Edwards, 1877), Cercartetus concinnus (Gould, 1845), Cercartetus lepidus (Thomas, 1888), Cercartetus nanus (Desmarest, 1818), Phalanger orientalis (Pallas, 1766), Trichosurus arnhemensis Collett, 1897, Aotus nancymaae Hershkovitz, 1983, Aotus nigriceps Dollman, 1909, Aotus miconax Thomas, 1927, Aotus lemurinus I.Geoffroy Saint-Hilaire, 1843, Aotus trivirgatus (Humboldt, 1811), Aotus vociferans (Spix, 1823), Daubentonia madagascariensis (Gmelin, 1788), Octodontomys gliroides (Gervais & d'Orbigny, 1844), Atherurus macrourus (Linnaeus, 1758), Eulemur mongoz (Linnaeus, 1766), Loris tardigradus (Linnaeus, 1758), Nycticebus coucang (Boddaert, 1785), Mysateles prehensilis (Poeppig, 1824), Chaetomys subspinosus (Olfers, 1818), Coendou prehensilis (Linnaeus, 1758), Graphiurus murinus (Desmarest, 1822), Glis glis (Linnaeus, 1766), Nandinia binotata (Gray, 1830), Bassariscus sumichrasti (Saussure, 1860), Bassaricyon alleni Thomas, 1880, Bassaricyon gabbii J.A.Allen, 1876, Potos flavus (Schreber, 1774), Arctictis binturong (Raffles, 1821), Paguma larvata (C.E.H.Smith, 1827), Paradoxurus hermaphroditus (Pallas, 1777), Bradypus variegatus Schinz, 1825, Choloepus didactylus (Linnaeus, 1758), Glaucomys volans (Linnaeus, 1758), Marmosa robinsoni Bangs, 1898, Avahi laniger (Gmelin, 1788), Hylomyscus aeta (Thomas, 1911), Hylomyscus parvus Brosset, Dubost & Heim de Balsac, 1965, Hylomyscus stella (Thomas, 1911), Melomys cervinipes (Gould, 1852), Stochomys longicaudatus (Tullberg, 1893), Brachytarsomys albicauda Günther, 1875, Eliurus minor Forsyth Major, 1896, Myodes glareolus (Schreber, 1780), Microcebus myoxinus Peters, 1852, Eulemur rufus (Audebert, 1799), Phyllomys thomasi (Ihering, 1871), Trichosurus caninus (Ogilby, 1835), Perodicticus potto (Müller, 1766), Galeopterus variegatus (Audebert, 1799), Daubentonia É.Geoffroy Saint-Hilaire, 1795)"
 ]
}

 The dataset includes 393402 records from 1666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093795-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnvp4f
title: Occurrence Download

description: A dataset containing 372891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spizaetus tyrannus (Wied-Neuwied, 1820), Chlorochrysa nitidissima P.L.Sclater, 1874, Tyrannus melancholicus Vieillot, 1819, Cercomacroides parkeri (G.R.Graves, 1997), Ardea cocoi Linnaeus, 1766, Crypturellus duidae J.T.Zimmer, 1938, Ramphastos ambiguus Swainson, 1823, Ensifera ensifera (Boissonneau, 1840), Sturnella magna (Linnaeus, 1758), Hydropsalis maculicaudus (Lawrence, 1862))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 372891 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013329-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8rdmb
title: Occurrence Download

description: A dataset containing 3708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.59958 25.47888,-100.03687 25.47888,-100.03687 25.81705,-100.59958 25.81705,-100.59958 25.47888))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 3708 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013360-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bknqwk
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.94431 37.01974,-7.94182 37.02109,-7.94329 37.0236,-7.94468 37.02417,-7.94483 37.02434,-7.94693 37.02343,-7.94657 37.0228,-7.94694 37.02263,-7.94731 37.02202,-7.9473 37.0217,-7.94645 37.02125,-7.94593 37.02113,-7.94469 37.01971,-7.94431 37.01974))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 158 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003752-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15148227
title: Microbial Kinetics Dataset for High Pressure Processing (HPP) and Pulsed Electric Field (PEF) Treatments on Fruit Juices and Nectars

description: This dataset is part of a comprehensive study on microbial kinetics under High Pressure Processing (HPP) and Pulsed Electric Field (PEF) treatments. It includes data on parameters and microbial counts for PEF-treated cherry and raspberry juices, modeling and kinetics data for these juices, HPP modeling and kinetics data for strawberry and cherry nectars and other juices, and microbial reduction data for HPP-treated cherry and raspberry juices.

Additionally, this dataset includes MATLAB scripts (Quadratic_Model_Surface_Analysis.m) designed to calculate quadratic models and surface responses, and (Weibull_Kinetics_Model.m) to calculate the Weibull distributions from the provided data. These scripts facilitate the analysis of interactions between treatment parameters and microbial responses, enabling researchers to visualize and predict the effects of HPP and PEF on microbial populations in fruit juices.

The dataset aims to provide insights into the effects of these non-thermal preservation methods on microbial populations in fruit juices, contributing to the development of more effective food safety protocols.

Datasets:

1. PEF Data Parameters and Microbial Count for Cherry and Raspberry Juice



PEF_MicrobialCount_Cherry_Raspberry_Juice.xlsx


2. PEF Data Modeling and Kinetics for Cherry and Raspberry Juice



PEF_ModelingKinetics_Cherry_Raspberry_Juice.xlsx


3. HPP Data Microbial Count for Cherry and Raspberry Juices



HPP_MicrobialCount_Cherry_Raspberry_Juice.xlsx


4. HPP Data Modeling and Kinetics for Strawberry and Cherry Nectar and Cherry and Raspberry Juice 



HPP_ModelingKinetics_Nectar_Strawberry_Cherry_Juices.xlsx


5. MATLAB Scripts for Quadratic Model and Surface Response Calculations



Quadratic_Model_Surface_Analysis.m


6. MATLAB Scripts for Quadratic Model and Surface Response Calculations





Weibull_Kinetics_Model.m
DOI: 10.5281/zenodo.15148228
title: Microbial Kinetics Dataset for High Pressure Processing (HPP) and Pulsed Electric Field (PEF) Treatments on Fruit Juices and Nectars

description: This dataset is part of a comprehensive study on microbial kinetics under High Pressure Processing (HPP) and Pulsed Electric Field (PEF) treatments. It includes data on parameters and microbial counts for PEF-treated cherry and raspberry juices, modeling and kinetics data for these juices, HPP modeling and kinetics data for strawberry and cherry nectars and other juices, and microbial reduction data for HPP-treated cherry and raspberry juices.

Additionally, this dataset includes MATLAB scripts (Quadratic_Model_Surface_Analysis.m) designed to calculate quadratic models and surface responses, and (Weibull_Kinetics_Model.m) to calculate the Weibull distributions from the provided data. These scripts facilitate the analysis of interactions between treatment parameters and microbial responses, enabling researchers to visualize and predict the effects of HPP and PEF on microbial populations in fruit juices.

The dataset aims to provide insights into the effects of these non-thermal preservation methods on microbial populations in fruit juices, contributing to the development of more effective food safety protocols.

Datasets:

1. PEF Data Parameters and Microbial Count for Cherry and Raspberry Juice



PEF_MicrobialCount_Cherry_Raspberry_Juice.xlsx


2. PEF Data Modeling and Kinetics for Cherry and Raspberry Juice



PEF_ModelingKinetics_Cherry_Raspberry_Juice.xlsx


3. HPP Data Microbial Count for Cherry and Raspberry Juices



HPP_MicrobialCount_Cherry_Raspberry_Juice.xlsx


4. HPP Data Modeling and Kinetics for Strawberry and Cherry Nectar and Cherry and Raspberry Juice 



HPP_ModelingKinetics_Nectar_Strawberry_Cherry_Juices.xlsx


5. MATLAB Scripts for Quadratic Model and Surface Response Calculations



Quadratic_Model_Surface_Analysis.m


6. MATLAB Scripts for Quadratic Model and Surface Response Calculations





Weibull_Kinetics_Model.m
DOI: 10.6084/m9.figshare.28650476
title: AI_Regression

description: This study used three representative machine learning regression algorithms to perform regression analysis of SSQ-TS scores, namely: K-Nearest Neighbors (KNN) regressor, Extreme Gradient Boosting (XGBoost) regressor, and Random Forest (RF) regressor. The prediction performance of each model is evaluated and compared through three commonly used evaluation indicators: coefficient of determination (R²), mean square error (MSE) and root mean square error (RMSE).
DOI: 10.15468/dl.t9j6xu
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abelia chinensis R.Br."
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024635-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.wcqv2z
title: FlorID – A nationwide identification service for plants from photos and habitat information

description: Summary of datasets used in [paper](https://doi.org/10.1016/j.envsoft.2025.106402)
DOI: 10.15468/dl.hc4daw
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inga auristellae Harms)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 595 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024636-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11147969
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5281/zenodo.15075710
title: Cost-effective educational wave flume using BIM methodology

description: Drawings for the fabrication and assembly of a module for a 1.5 meter long, 0.5 meter wide and 1.0 meter low-cost wave flume. In addition, the BIM model of the channel is provided for use in Autodesk Revit or another BIM program. Furthermore, in this version (2.0), the files needed to manufacture and commission the wave generator and an Excel file to perform the design and structural checks have been added.
DOI: 10.5281/zenodo.13975145
title: Cost-effective educational wave flume using BIM methodology

description: Drawings for the fabrication and assembly of a module for a 1.5 meter long, 0.5 meter wide and 1.0 meter low-cost wave flume. In addition, the BIM model of the channel is provided for use in Autodesk Revit or another BIM program. Furthermore, in this version (2.0), the files needed to manufacture and commission the wave generator and an Excel file to perform the design and structural checks have been added.
DOI: 10.5281/zenodo.13975146
title: Cost-effective educational wave flume using BIM methodology

description: Drawings for the fabrication and assembly of a module for a 1.5 meter long, 0.5 meter wide and 1.0 meter low-cost wave flume. In addition, the BIM model of the channel is provided for use in Autodesk Revit or another BIM program.
DOI: 10.34740/kaggle/dsv/11147979
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.5281/zenodo.15075768
title: Krusta evaņģēlijs no gara ekoloģijas perspektīvas

description: In a world that is filled with falsehoods, illusions, and utopias, the essential prerequisite for understanding human sinful nature is the critique shaped by the Word of God. Reformer Dr. M. Luther, with his focus on the cross and so-called theology of the cross, has been one of the most outspoken critics of human sinfulness. He contrasts this theology of the cross with the so-called theology of glory, thereby opposing human nature’s efforts at self-justification. In modern times, this manifests as popular movements of self-improvement and self-help, as well as the revered hopes for progress in science and technology or today’s great optimism about the development of artificial intelligence. In this regard, Luther’s theology of the cross serves as a valuable tool to distinguish the true from the false in matters related to human salvation and the healing of sin’s wounds.
DOI: 10.5281/zenodo.15075769
title: Krusta evaņģēlijs no gara ekoloģijas perspektīvas

description: In a world that is filled with falsehoods, illusions, and utopias, the essential prerequisite for understanding human sinful nature is the critique shaped by the Word of God. Reformer Dr. M. Luther, with his focus on the cross and so-called theology of the cross, has been one of the most outspoken critics of human sinfulness. He contrasts this theology of the cross with the so-called theology of glory, thereby opposing human nature’s efforts at self-justification. In modern times, this manifests as popular movements of self-improvement and self-help, as well as the revered hopes for progress in science and technology or today’s great optimism about the development of artificial intelligence. In this regard, Luther’s theology of the cross serves as a valuable tool to distinguish the true from the false in matters related to human salvation and the healing of sin’s wounds.
DOI: 10.15468/dl.3umj3t
title: Occurrence Download

description: A dataset containing 10809466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Stenotritidae, Melittidae, Megachilidae, Halictidae, Colletidae, Apidae, Andrenidae)"
 ]
}

 The dataset includes 10809466 records from 3445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024601-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.879892
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Streptopelia turtur (Linnaeus, 1758)",
 "Year 1982-1982"
 ]
}

 The dataset includes 267 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179849-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvfssb
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049356-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3ec53
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cobitis bilineata Canestrini, 1865)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 428 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049357-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysem3w
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nypa fruticans Wurmb"
 ]
}

 The dataset includes 318 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184745-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fra6vk
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer cappadocicum subsp. sinicum (Rehder) Hand.-Mazz."
 ]
}

 The dataset includes 238 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155066-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzrtq5
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acella haldemani (Deshayes, 1867)"
 ]
}

 The dataset includes 46 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqt6mg
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Passer montanus (Linnaeus, 1758)",
 "Year 1989-1989"
 ]
}

 The dataset includes 316 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179874-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p54ndx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.7.1_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Banisteriopsis adenopoda (A.Juss.) B.Gates",
 "Year 1975-2024"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049358-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7mc9t
title: Occurrence Download

description: A dataset containing 61565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Peronosporaceae"
 ]
}

 The dataset includes 61565 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179858-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjaxsh
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeagia laxiflora Standl. & Steyerm."
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188657-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tbz9b
title: Occurrence Download

description: A dataset containing 14145668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 14145668 records from 3140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042842-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e239286
title: Sea ice analysis data spreadsheets

description: These Excel workbooks organize Arctic and Antarctic sea ice data in 
spreadsheets for ease of analysis. See the “Documentation” tab in each 
workbook for more description, and links to more information about the 
workbooks. See included PDF file for more detailed documentation.
description: Original dataset downloaded 10/26/2025
DOI: 10.3886/e239286v1
title: Sea ice analysis data spreadsheets

description: These Excel workbooks organize Arctic and Antarctic sea ice data in 
spreadsheets for ease of analysis. See the “Documentation” tab in each 
workbook for more description, and links to more information about the 
workbooks. See included PDF file for more detailed documentation.
description: Original dataset downloaded 10/26/2025
DOI: 10.5281/zenodo.17466433
title: DS.03.05 Identification of teff root colonizing single isolates or small consortia

description: This dataset contains a list of 58 selected microbial biostimulants derived from DS.03.03.

The dataset is organised by UCT and EIAR in one files.

There is no similar or already existing data.
DOI: 10.5281/zenodo.17466434
title: DS.03.05 Identification of teff root colonizing single isolates or small consortia

description: This dataset contains a list of 58 selected microbial biostimulants derived from DS.03.03.

The dataset is organised by UCT and EIAR in one files.

There is no similar or already existing data.
DOI: 10.15468/dl.dkvfxu
title: Occurrence Download

description: A dataset containing 541869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "GadmGid is GBR.1.61_1",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 541869 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004831-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17466215
title: Concentrated vulnerabilities in bees: Diet specialists have smaller geographic ranges