cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fdqn32
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012363-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxnuz3
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012362-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aheyp3
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is Alabama",
 "TaxonKey is Fungi",
 "TypeStatus is one of (Type, Holotype, Isotype, Paratype, Neotype, Lectotype, Cotype, Syntype, Isolectotype, Isosyntype, OriginalMaterial)"
 ]
}

 The dataset includes 781 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012364-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30152938
title: <b>Perception of mothers and male partners on the use of electronic health data recording system attending reproductive and child health clinics in Kilimanjaro, Tanzania: A qualitative study</b>

description: <b>Introduction:</b> Electronic health record systems (EHRSs) can promote maternal and perinatal healthcare through timely data capture, data accuracy, continuity of care, and service efficiency. It is unclear how clients to whom the data is collected perceive the process or understand its use. This study investigates the perception of using EHRSs during the perinatal period among mothers and male partners attending reproductive and child health (RCH) clinics in Kilimanjaro Region.<b>Methods:</b> A qualitative study was conducted between April and June 2024 using focus group discussions and in-depth interviews within reproductive and child health clinics around the community of Moshi District and Municipal. The research involved 29 respondents, including mothers who gave birth between March 2023 and March 2024, and 10 male escorting partners attending RCH clinics. Data was collected using interview guides and analysed thematically using NVivo 15 software. Data triangulation, reflexivity, and adherence to qualitative research standards were observed, ensuring that the study met ethical and methodological rigor. Addressing these components, our study established a trustworthy and robust system.<br><b>Results:</b> Findings showed that most participants had a positive opinion of EHRSs due to their efficacy and safety, reducing access time, ensuring continuity of care, boosting trust through confidentiality, longer data storage, and simplifying work. However, limited client awareness, privacy concerns, infrastructure problems, and financial limitations were some of the obstacles that might affect its adoption. Systems integration across healthcare facilities with training for clients and users, creating policy documents for ensuring sustainability and efficacy, were proposed.<b>Conclusion:</b> Our study reflects a representative range in the transition of EHRSs. Although some concerns around understanding, privacy issues, infrastructure, and technical capabilities were revealed, the positive outcomes indicate significant opportunities in improving the quality of care delivery through EHRS. Resolving challenges is crucial for a smoother transition and building trust in EHRS over time.
DOI: 10.6084/m9.figshare.30152938.v1
title: <b>Perception of mothers and male partners on the use of electronic health data recording system attending reproductive and child health clinics in Kilimanjaro, Tanzania: A qualitative study</b>

description: <b>Introduction:</b> Electronic health record systems (EHRSs) can promote maternal and perinatal healthcare through timely data capture, data accuracy, continuity of care, and service efficiency. It is unclear how clients to whom the data is collected perceive the process or understand its use. This study investigates the perception of using EHRSs during the perinatal period among mothers and male partners attending reproductive and child health (RCH) clinics in Kilimanjaro Region.<b>Methods:</b> A qualitative study was conducted between April and June 2024 using focus group discussions and in-depth interviews within reproductive and child health clinics around the community of Moshi District and Municipal. The research involved 29 respondents, including mothers who gave birth between March 2023 and March 2024, and 10 male escorting partners attending RCH clinics. Data was collected using interview guides and analysed thematically using NVivo 15 software. Data triangulation, reflexivity, and adherence to qualitative research standards were observed, ensuring that the study met ethical and methodological rigor. Addressing these components, our study established a trustworthy and robust system.<br><b>Results:</b> Findings showed that most participants had a positive opinion of EHRSs due to their efficacy and safety, reducing access time, ensuring continuity of care, boosting trust through confidentiality, longer data storage, and simplifying work. However, limited client awareness, privacy concerns, infrastructure problems, and financial limitations were some of the obstacles that might affect its adoption. Systems integration across healthcare facilities with training for clients and users, creating policy documents for ensuring sustainability and efficacy, were proposed.<b>Conclusion:</b> Our study reflects a representative range in the transition of EHRSs. Although some concerns around understanding, privacy issues, infrastructure, and technical capabilities were revealed, the positive outcomes indicate significant opportunities in improving the quality of care delivery through EHRS. Resolving challenges is crucial for a smoother transition and building trust in EHRS over time.
DOI: 10.5281/zenodo.17148331
title: Coherence Law: Minimal Dataset and Code for Testing Δ–log E Relation

description: This dataset contains a minimal reproducible test kit to evaluate the proposed linear relation:

 

 \log E \approx k\cdot\Delta + b 

 

where:

 

 is a local path-information gap (e.g., mutual information difference under surrogate disruption),

 

 is an endurance horizon (e.g., time-to-threshold under noise, or inverse Lyapunov rate).

 

 

Included:

 

README.md: Explanation of the relation, variable definitions, falsifiability checklist.

 

data.csv: Toy dataset showing values of , , and domain grouping.

 

coherence_test.py: Simple Python script that runs linear regression, plots the result, and outputs fit metrics.

 

 

This archive is intended to serve as a clear and falsifiable entry point for independent testing. It requires only common Python packages (pandas, numpy, sklearn, matplotlib) and runs in seconds.

 

For further theoretical and applied context, see companion reports: Zenodo:17145179
DOI: 10.5281/zenodo.17148330
title: Coherence Law: Minimal Dataset and Code for Testing Δ–log E Relation

description: This dataset contains a minimal reproducible test kit to evaluate the proposed linear relation:

 

 \log E \approx k\cdot\Delta + b 

 

where:

 

 is a local path-information gap (e.g., mutual information difference under surrogate disruption),

 

 is an endurance horizon (e.g., time-to-threshold under noise, or inverse Lyapunov rate).

 

 

Included:

 

README.md: Explanation of the relation, variable definitions, falsifiability checklist.

 

data.csv: Toy dataset showing values of , , and domain grouping.

 

coherence_test.py: Simple Python script that runs linear regression, plots the result, and outputs fit metrics.

 

 

This archive is intended to serve as a clear and falsifiable entry point for independent testing. It requires only common Python packages (pandas, numpy, sklearn, matplotlib) and runs in seconds.

 

For further theoretical and applied context, see companion reports: Zenodo:17145179
DOI: 10.15468/dl.5duyxc
title: Occurrence Download

description: A dataset containing 5367462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 5367462 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012326-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kpw87
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012366-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr4v4z
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012367-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vne4je
title: Occurrence Download

description: A dataset containing 6286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6286 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012368-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47jp5h
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomic revision of Saffron-billed Sparrow Arremon flavirostris Swainson, 1838 (Aves: Passerellidae) with comments on its holotype and type locality"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012369-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7vgpa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new basal ornithuromorph bird (Aves: Ornithothoraces) from the Early Cretaceous of China with implication for morphology of early Ornithuromorpha"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012370-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvjhu3
title: Occurrence Download

description: A dataset containing 16929 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estudios bióticos: Plantas, edafofauna epígea, anfibios y aves de los Complejos de Páramos de Sonsón y Urrao"
 ]
}

 The dataset includes 16929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012371-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh2qpf
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene coronaria",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012373-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pr426
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of the late Miocene charadriiform bird (Aves: Charadriiformes), with a summary of all Paleogene and Miocene Charadrii remains"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012374-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hg9c5
title: Occurrence Download

description: A dataset containing 782055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-78.80143271210116 46.15939224421905,-78.80143271210116 45.38417168184992,-78.11458017249869 45.38417168184992,-78.11458017249869 46.15939224421905,-78.80143271210116 46.15939224421905))"
 ]
}

 The dataset includes 782055 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012340-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/76y1-zh15
title: "Air Quality Index (AQI) Dataset for Firozabad and Mathura Districts, Uttar Pradesh, India"

description: "This dataset contains daily air quality and meteorological measurements from Firozabad district and Mathura district, India. The data has been collected from continuous ambient air quality monitoring stations and includes key air pollutants such as PM10, PM2.5, CO, SO2, NO2, O3, NH3, NOx, Benzene, Toluene, and o-Xylene, along with meteorological parameters such as temperature, humidity, wind speed, wind direction, and atmospheric pressure. The dataset is structured in two Excel files (Firozabad_AQI.xlsx and Mathura_AQI.xlsx) and is suitable for applications in air pollution forecasting, time-series modeling, environmental policy studies, and health impact research. It provides a comprehensive foundation for developing predictive models and conducting in-depth analysis of urban air quality trends."
DOI: 10.15468/dl.ujt3f3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene cretica",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012378-250914085247600/datasets/export for details.
DOI: 10.15468/dl.ktguc9
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo de aves rapaces y no rapaces en una plantación de paltos y almendros, comuna de Paine, Región Metropolitana de Santiago, Chile."
 ]
}

 The dataset includes 407 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012377-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4uhbf
title: Occurrence Download

description: A dataset listing the 18368 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset's 18368 records were derived from 5004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012365-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkvkxm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table T1) Dinoflagellate cyst and spore/pollen yield and preservation in ODP Leg 188 sites"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006361-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb8yh7
title: Occurrence Download

description: A dataset containing 228947 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas de las Aves de México: Fase II"
 ]
}

 The dataset includes 228947 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231443-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snyumv
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bokermannohyla nanuzae (Bokermann & Sazima, 1973)"
 ]
}

 The dataset includes 215 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075147-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0s9yoa
title: Occurrence Download

description: A dataset containing 7311 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Riqueza y distribución de especies vegetales en la Península de Baja California"
 ]
}

 The dataset includes 7311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006361-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzvgyt
title: Occurrence Download

description: A dataset containing 797357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus sylvestris L."
 ]
}

 The dataset includes 797357 records from 1765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075126-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd366j
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Synophis niceforomariae Pyron, Arteaga, Echevarría & Torres-Carvajal, 2016"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021023-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cwyyx
title: Occurrence Download

description: A dataset containing 1232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Koeleria glauca (Spreng.) DC."
 ]
}

 The dataset includes 1232 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010446-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfxfjh
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-116.12733 30.47735,-116.09643 30.47735,-116.09643 30.50077,-116.12733 30.50077,-116.12733 30.47735))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 271 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160258-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56bhf9
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyathea valdecrenata Domin"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5spr9e
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epigomphus crepidus Kennedy, 1936"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021024-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sp9sr
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thelocactus macdowellii (Rebut ex Quehl) W.T.Marshall"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160298-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjtgvw
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tantilla supracincta (Peters, 1863)"
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021042-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgw684
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lucida Waldst. & Kit.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 248 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161991-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.