cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.src7w3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sanguisorba minor Scop.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139040-240321170329656/datasets/export for details.
DOI: 10.15468/dl.zfkk8e
title: Occurrence Download

description: A dataset containing 6498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Clarkia Pursh"
 ]
}

 The dataset includes 6498 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156781-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnbvcl
title: Occurrence Download

description: A dataset containing 16500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ploceus melanocephalus (Linnaeus, 1758)"
 ]
}

 The dataset includes 16500 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017056-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7yvnm
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum crispum (L.) D.Don"
 ]
}

 The dataset includes 354 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020002-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv8rqf
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Barnadesia Mutis ex L.f."
 ]
}

 The dataset includes 701 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aoksnz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 0.0-242.0m",
 "TaxonKey is Bacidia pusilla (Mont.) Zahlbr."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8455e
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum cordifolium DC."
 ]
}

 The dataset includes 167 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019981-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eums8f
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galeorhinus galeus (Linnaeus, 1758)"
 ]
}

 The dataset's 13 records were derived from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181093-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eodoza
title: Occurrence Download

description: A dataset containing 2381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cremaspora triflora (Thonn.) K.Schum."
 ]
}

 The dataset includes 2381 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dcjdk
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplopteris angustissima (Holttum) S.Linds."
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019983-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4g8gn
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.10767 -3.37744,-79.03345 -3.37744,-79.03345 0.66356,-81.10767 0.66356,-81.10767 -3.37744))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sordariomycetes"
 ]
}

 The dataset includes 237 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hehiqt
title: Occurrence Download

description: A dataset containing 7360 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Chelydra serpentina (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7360 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6gmjc
title: Occurrence Download

description: A dataset containing 2059 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola pinnata L."
 ]
}

 The dataset includes 2059 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139042-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvstwb
title: Occurrence Download

description: A dataset containing 9680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 9680 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139041-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5aa26
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acineta sella-turcica Rchb.f."
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139043-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxz7b2
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum dasyanthum (Willd.) Sweet"
 ]
}

 The dataset includes 574 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020029-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncegmu
title: Occurrence Download

description: A dataset containing 46527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrocystis pyrifera (L.) C.Agardh"
 ]
}

 The dataset includes 46527 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtabny
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.1513 18.99602,-99.77279 18.96127,-99.78246 19.24591,-100.09388 19.24752,-100.1513 18.99602))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus",
 "Year 2000-2025"
 ]
}

 The dataset includes 194 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021372-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfj78a
title: Occurrence Download

description: A dataset containing 41569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium subterraneum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41569 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021373-251120083545085/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/13951160
title: Berita UNNES
DOI: 10.6084/m9.figshare.30752828.v1
title: Pebble count and macroinvertebrate count data from Watershed Education Network citizen science surveys in Missoula, Montana, USA.

description: Through the Watershed Education Network's Stream Team program, 10 sites were visited along Rattlesnake Creek in Missoula, Montana, USA from 2017 to 2024. Pebble counts were collected using a ruler or gravelometer for at least 100 rocks using Wolman's (1954) procedure. The pebble count data are in two zipped folders, one for data where every measured pebble size was recorded, unorganized in arrays during the survey, and one for data where pebble size was organized into bins during the survey. Both hold comma seperated value (CSV) files for each site and year.At least 300 aquatic macroinvertebrates were collected using D-ring nets and sorted by taxa (generally family or order). To quantify the health of the stream, we used the Water Action Volunteers (WAV) Biotic Index, which was developed for classifying macroinvertebrate taxa that are easily classified for citizen scientists. The macroinvertebrate data are in a zipped folder with CSV files for each site and year, and the WAV Biotic Index key is a seperate CSV.<br>Sources:Wolman, M. G.: A method of sampling coarse river‐bed material, EOS, Trans. Am. Geophys. Union, 35, 951-956, 1954.Water Action Volunteers (WAV): Water Action Volunteers - Volunteer Stream Monitoring Factsheet Series: Macroinvertebrate Biotic Index, https://wateractionvolunteers.org/, last access: 10 March 2025
DOI: 10.5281/zenodo.8051216
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert Walter Levi, http://www.wikidata.org/entity/Q3133516. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3133516
DOI: 10.5281/zenodo.17783319
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert Walter Levi, http://www.wikidata.org/entity/Q3133516. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3133516
DOI: 10.15468/dl.ptyfvq
title: Occurrence Download

description: A dataset containing 12528024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "Country is Mexico",
 "Geometry POLYGON((-106.09338 16.3245,-95.05905 16.3245,-95.05905 23.99857,-106.09338 23.99857,-106.09338 16.3245))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12528024 records from 370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021362-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17783321
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alfred Kinsey, http://www.wikidata.org/entity/Q186561. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q186561
DOI: 10.5281/zenodo.8098048
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alfred Kinsey, http://www.wikidata.org/entity/Q186561. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q186561
DOI: 10.5281/zenodo.17783323
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Robert Brown, http://www.wikidata.org/entity/Q155764. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q155764
DOI: 10.5281/zenodo.8397460
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Robert Brown, http://www.wikidata.org/entity/Q155764. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q155764
DOI: 10.5281/zenodo.17783324
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Charles Chilton, http://www.wikidata.org/entity/Q5076228. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5076228
DOI: 10.5281/zenodo.8122780
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Charles Chilton, http://www.wikidata.org/entity/Q5076228. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5076228
DOI: 10.5281/zenodo.17783327
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Josef Podpěra, http://www.wikidata.org/entity/Q4368181. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4368181
DOI: 10.15468/dl.kb3byj
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-106.13268 40.71257,-106.01293 40.09871,-105.35787 40.01807,-105.33944 40.73365,-106.13268 40.71257))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Colorado",
 "TaxonKey is Ochotona princeps"
 ]
}

 The dataset includes 848 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021375-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8ymbg
title: Occurrence Download

description: A dataset containing 1633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribolium uniolae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1633 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021374-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17783328
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alice Pegler, http://www.wikidata.org/entity/Q4726052. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4726052
DOI: 10.5281/zenodo.8023548
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alice Pegler, http://www.wikidata.org/entity/Q4726052. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4726052
DOI: 10.5281/zenodo.17783284
title: Performance and Reliability Comparison of Cellular vs. WiFi Temperature Monitoring Systems in Blood, Tissue, and Pharmaceutical Storage Environments

description: This dataset contains the operational performance measurements, latency logs, uptime records, and system reliability metrics used in the manuscript “Enhanced Temperature Monitoring in Blood Storage Using Cellular Systems.” The dataset includes quantitative comparisons between WiFi-based and cellular-based temperature monitoring platforms deployed across hospital, clinic, pharmaceutical, and tissue storage environments.

The data were collected from real-world installations of environmental monitoring systems and include:





Temperature telemetry latency measured across three facility types (hospital, urban clinic, remote site)




System uptime percentages for WiFi and cellular systems under identical operational conditions




Signal reliability and connectivity stability metrics




Documented cybersecurity incidents associated with WiFi-based networks (sourced from public breach reporting datasets)




Case-study operational performance measurements related to blood storage, tissue banking, and pharmaceutical cold-chain environments




Alert response times and deviation detection events




Environmental factors influencing network interference and data integrity



The dataset supports a comparative evaluation of communication technologies used in regulatory-grade temperature monitoring for healthcare and biomedical storage applications. It enables reproducible analysis of how cellular telemetry improves data integrity, reduces downtime, and mitigates cybersecurity vulnerabilities compared to WiFi networks.

All measurements are anonymized and contain no personally identifiable information (PII) or protected health information (PHI). The dataset is suitable for independent validation, secondary analysis, modeling studies, and future meta-analyses on digital health infrastructure, biomedical engineering, IoT reliability, or cold-chain management.

File Contents (recommended for your README):





latency_data.csv – Raw latency measurements for WiFi and cellular across facility types




uptime_metrics.csv – Daily/weekly system uptime for each communication type




alert_timings.csv – Detection-to-alert interval data for representative case studies




cybersecurity_events.csv – Aggregated breach incident categorization (WiFi-linked vulnerabilities)




environmental_notes.txt – Notes on site conditions (interference sources, rural/urban classification)




metadata.json – Variable definitions, units, and data dictionary



Funding:No external funding was used.

Data Origin:All data were collected through operational deployments of the PharmaWatch® environmental monitoring system and aggregated performance logs from 250+ monitored healthcare sites (2024).

Reuse License Recommendation:CC-BY 4.0 — to allow citation and reuse with attribution.