cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aa273y
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2111 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069464-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6uugb
title: Occurrence Download

description: A dataset containing 258923 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lund University Biological Museum - Zoological collections (MZLU)"
 ]
}

 The dataset includes 258923 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285248-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whcg4a
title: Occurrence Download

description: A dataset containing 11534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phylloscopus pulcher Blyth, 1845)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11534 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296937-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvq8xw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leiotulus porphyrodiscus (Stapf & Wettst.) Pimenov & Ostr."
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005723-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32mdqw
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "Locality ~Mecklenburg",
 "StateProvince is one of (north carolina)"
 ]
 }
 ]
}

 The dataset includes 571 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052227-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmkkjq
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanicula orthacantha S.Moore"
 ]
}

 The dataset includes 381 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285260-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11465539
title: Diffsuion of ferrocene through vanadyl phosphate by DFT

description: We are using CI-NEB method to simulate Ferrocene diffusion through Vanadyl phosphate.
DOI: 10.5281/zenodo.11465540
title: Diffsuion of ferrocene through vanadyl phosphate by DFT

description: We are using CI-NEB method to simulate Ferrocene diffusion through Vanadyl phosphate.
DOI: 10.15468/dl.b33v39
title: Occurrence Download

description: A dataset containing 2520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phylloscopus armandii (Milne-Edwards, 1865))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2520 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296929-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw7njd
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iole palawanensis (Tweeddale, 1878))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 744 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295685-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxf6n2
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudolappula sinaica (A.DC.) Khoshsokhan, Sherafati & Kaz.Osaloo"
 ]
}

 The dataset includes 237 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004162-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6vyht
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea talagonica Boiss."
 ]
}

 The dataset includes 25 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296938-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pf9sn
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalypha obscura Müll.Arg."
 ]
}

 The dataset includes 28 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295717-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fhe5q
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The mammals collection (ZM) of the Muséum national d'Histoire naturelle (MNHN - Paris)",
 "TaxonKey is Atelidae"
 ]
}

 The dataset includes 371 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whcgb3
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncidium sceptrum (Rchb.f. & Warsz.) M.W.Chase & N.H.Williams"
 ]
}

 The dataset includes 33 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052228-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9th7r6
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea thracica Velen."
 ]
}

 The dataset includes 44 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296949-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87kkpr
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypsipetes everetti (Tweeddale, 1877))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 941 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295688-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ebn3t
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllium ericoriai"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017899-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p4kus
title: Occurrence Download

description: A dataset containing 3325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pitohui dichrous, Pitohui kirhocephalus aruensis, Pitohui kirhocephalus nigripectus, Pitohui kirhocephalus brunneiceps, Pitohui kirhocephalus meridionalis, Pitohui kirhocephalus brunneicaudus, Pitohui kirhocephalus senex, Pitohui kirhocephalus meyeri)"
 ]
}

 The dataset includes 3325 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017907-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng2m2t
title: Occurrence Download

description: A dataset containing 11177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((134.00539 10.11872,124.11153 34.51606,122.98723 41.48673,90.27314 44.07279,63.73966 38.78856,64.52668 24.50995,78.69287 -2.47328,113.88346 -37.77632,129.39886 -35.19045,156.83181 -35.30285,156.04479 -22.37342,149.86113 -4.72189,134.00539 10.11872))",
 "TaxonKey is Melia azedarach"
 ]
}

 The dataset includes 11177 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017908-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xszxn
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba schusteri"
 ]
}

 The dataset includes 44 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017910-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvqmsf
title: Occurrence Download

description: A dataset containing 22367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22367 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017913-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkzbgy
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine simplex"
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017915-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d9xrm
title: Occurrence Download

description: A dataset containing 21961 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cytisus oromediterraneus"
 ]
}

 The dataset includes 21961 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017914-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9gt2n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Setophaga magnolia)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017917-250711103210423/datasets/export for details.
DOI: 10.15468/dl.tfwegn
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017918-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssudzj
title: Occurrence Download

description: A dataset containing 13345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jatropha integerrima, Jatropha multifida, Jatropha podagrica, Jubaea chilensis, Juniperus procera, Justicia brandegeeana, Justicia brasiliana, Kalanchoe gastonis-bonnieri, Kalanchoe laxiflora, Karomia speciosa)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13345 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017916-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzwp4y
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017919-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfbgtu
title: Occurrence Download

description: A dataset containing 3196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olea europaea cuspidata",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 3196 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017920-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwcf2m
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAK7638"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017921-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15872586
title: Nest survival and failure in ruffs breeding on grazed coastal meadows

description: This project investigates the daily nest survival of the ruff (Calidris pugnax), an endangered shorebird, and its association with social and spatial characteristics of their habitat. Using a Bayesian approach, we assessed daily nest survival rates accounting for different sources of mortality. Our study aims to provide insights that can aid in the conservation of this species by understanding the threats they face during nesting.
DOI: 10.5281/zenodo.15872587
title: Nest survival and failure in ruffs breeding on grazed coastal meadows

description: This project investigates the daily nest survival of the ruff (Calidris pugnax), an endangered shorebird, and its association with social and spatial characteristics of their habitat. Using a Bayesian approach, we assessed daily nest survival rates accounting for different sources of mortality. Our study aims to provide insights that can aid in the conservation of this species by understanding the threats they face during nesting.
DOI: 10.15468/dl.kukfa7
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "Geometry POLYGON((480.01464 12.08777,481.62081 12.08777,481.62081 13.88588,480.01464 13.88588,480.01464 12.08777))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 211 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017924-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntgdn5
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "Geometry POLYGON((119.92616 12.06271,121.66014 12.06271,121.66014 13.97786,119.92616 13.97786,119.92616 12.06271))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 213 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017922-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/cdc.376
title: Chandra X-ray Observatory Chandra Data Collection for request #376

description: Chandra Data Collection for request #376
description: DOI updated to include the publication's DOI on 2025-07-15-09:00:00
DOI: 10.15468/dl.qp3v9w
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017926-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7dpp6
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea robusta",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017927-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15469471
title: Sensor and Laboratory Data, Image Data and Statistical Analysis Results: Integrating Sensor Data, Laboratory Analysis, and Computer Vision in Machine Learning-Driven E-Nose Systems for Predicting Tomato Shelf Life

description: This dataset accompanies the publication “Integrating Sensor Data, Laboratory Analysis, and Computer Vision in Machine Learning-Driven E-Nose Systems for Predicting Tomato Shelf Life” ([https://doi.org/10.3390/chemosensors13070255]) and contains all data used for the analysis, model development, and interpretation presented in the study.

Contents

The dataset is structured into three components:



Image DataImages of tomato samples taken from three different sides across multiple storage days and conditions. The filenames encode the storage scenario, sample ID, and storage day (e.g., Trt_0501_D3.jpg). These images were used to extract color features and visually assess spoilage progression.

Sensor and Laboratory DataA set of structured CSV files containing:



Sample metadata (ID, storage condition, storage day)

Weight measurements (minitial, mcurrent)

Color values (L, a, b) averaged across the three images per sample

Sensor data (Rs/R₀ values) from 12 gas sensors detecting volatile organic compounds



The data is split into:



A random sampling dataset, used to train and validate machine learning models

A continuous sampling dataset, used to analyze time-dependent trends in individual tomatoes


     3. Statistical Analysis Results

        Summary tables from the statistical evaluations performed in the paper.
DOI: 10.5281/zenodo.15469472
title: Sensor and Laboratory Data, Image Data and Statistical Analysis Results: Integrating Sensor Data, Laboratory Analysis, and Computer Vision in Machine Learning-Driven E-Nose Systems for Predicting Tomato Shelf Life

description: This dataset accompanies the publication “Integrating Sensor Data, Laboratory Analysis, and Computer Vision in Machine Learning-Driven E-Nose Systems for Predicting Tomato Shelf Life” ([https://doi.org/10.3390/chemosensors13070255]) and contains all data used for the analysis, model development, and interpretation presented in the study.

Contents

The dataset is structured into three components:



Image DataImages of tomato samples taken from three different sides across multiple storage days and conditions. The filenames encode the storage scenario, sample ID, and storage day (e.g., Trt_0501_D3.jpg). These images were used to extract color features and visually assess spoilage progression.

Sensor and Laboratory DataA set of structured CSV files containing:



Sample metadata (ID, storage condition, storage day)

Weight measurements (minitial, mcurrent)

Color values (L, a, b) averaged across the three images per sample

Sensor data (Rs/R₀ values) from 12 gas sensors detecting volatile organic compounds



The data is split into:



A random sampling dataset, used to train and validate machine learning models

A continuous sampling dataset, used to analyze time-dependent trends in individual tomatoes


     3. Statistical Analysis Results

        Summary tables from the statistical evaluations performed in the paper.
DOI: 10.15468/dl.w547y2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis invicta",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017928-250711103210423/datasets/export for details.