cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29976241
title: 02-ZII-Environmental technologies Report.docx

description: The Environmental Technologies report presents a plan to mitigate pollution in the Yahuarcocha Lagoon, located in Ecuador's Imbabura province. The report focuses on Zone Two of the micro-basin, an area with approximately 10,991 inhabitants that currently lacks a sewer system. The lagoon is affected by various contaminants, including domestic and agricultural wastewater, which has led to significant eutrophication. To address this, the proposed solution involves a two-stage wastewater treatment system using nature-based solutions. First, a two-chamber septic tank will serve as a primary treatment to remove solids and prevent clogging. Second, the effluent will be treated using horizontal flow constructed wetlands (HF CWs). This system was chosen because it effectively treats wastewater and provides a nutrient-rich effluent that can be repurposed for agricultural irrigation, the main economic activity in the area. The report details three distinct wetland designs for population clusters of 5, 30, and 115 households, providing specific dimensions and calculations for each. The plan also recommends using local vegetation such as reeds (<i>Phragmites australis</i>) and cattails (<i>Scirpus californicus</i>) in the wetlands, as these plants are native to the region and do not pose an invasive risk. The overall goal is to reduce pollutant loads, support local agriculture, and foster the long-term ecological recovery of the Yahuarcocha ecosystem.
DOI: 10.6084/m9.figshare.29976241.v1
title: 02-ZII-Environmental technologies Report.docx

description: The Environmental Technologies report presents a plan to mitigate pollution in the Yahuarcocha Lagoon, located in Ecuador's Imbabura province. The report focuses on Zone Two of the micro-basin, an area with approximately 10,991 inhabitants that currently lacks a sewer system. The lagoon is affected by various contaminants, including domestic and agricultural wastewater, which has led to significant eutrophication. To address this, the proposed solution involves a two-stage wastewater treatment system using nature-based solutions. First, a two-chamber septic tank will serve as a primary treatment to remove solids and prevent clogging. Second, the effluent will be treated using horizontal flow constructed wetlands (HF CWs). This system was chosen because it effectively treats wastewater and provides a nutrient-rich effluent that can be repurposed for agricultural irrigation, the main economic activity in the area. The report details three distinct wetland designs for population clusters of 5, 30, and 115 households, providing specific dimensions and calculations for each. The plan also recommends using local vegetation such as reeds (<i>Phragmites australis</i>) and cattails (<i>Scirpus californicus</i>) in the wetlands, as these plants are native to the region and do not pose an invasive risk. The overall goal is to reduce pollutant loads, support local agriculture, and foster the long-term ecological recovery of the Yahuarcocha ecosystem.
DOI: 10.15468/dl.mcabpv
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042685-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwh3ed
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistura bachmaensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042684-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bu6vfm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042687-250811113504898/datasets/export for details.
DOI: 10.15468/dl.7w92b3
title: Occurrence Download

description: A dataset containing 17215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17215 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042686-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16942732
title: Project 1 – Room Temperature Measurements

description: This dataset contains hourly measurements of room temperature between 1 and 7 August 2025.

Included files



raw/temperature_log.xlsx : raw data exported from sensor

raw/temperature_log.txt : raw data in tabular text format

processed/temperature_dataset.csv : cleaned and structured dataset (recommended)

processed/temperature_dataset.json : JSON version

scripts/plot_temperature.py : Python visualization script

scripts/temperature_analysis.R : R analysis script

results/temperature_plot.png : temperature variation plot

docs/metadata_temperature.xml : simplified Dublin Core metadata

docs/Project1_Dataset_Structure.txt : repository index

publications/technical_note_temperature.pdf : technical note

docs/PGD_Project1.pdf : simplified Data Management Plan


Variables



date : measurement date (YYYY-MM-DD)

time : measurement time (HH:MM)

temperature_C : temperature in Celsius


Methodology

Measurements are simulated for a fictitious training project on data management. Values are generated as sinusoidal variation with random noise.

License

CC BY 4.0

Funder

Fictitious “MiniData Project 2025” (Horizon Europe, training demo).
DOI: 10.5281/zenodo.16942733
title: Project 1 – Room Temperature Measurements

description: This dataset contains hourly measurements of room temperature between 1 and 7 August 2025.

Included files



raw/temperature_log.xlsx : raw data exported from sensor

raw/temperature_log.txt : raw data in tabular text format

processed/temperature_dataset.csv : cleaned and structured dataset (recommended)

processed/temperature_dataset.json : JSON version

scripts/plot_temperature.py : Python visualization script

scripts/temperature_analysis.R : R analysis script

results/temperature_plot.png : temperature variation plot

docs/metadata_temperature.xml : simplified Dublin Core metadata

docs/Project1_Dataset_Structure.txt : repository index

publications/technical_note_temperature.pdf : technical note

docs/PGD_Project1.pdf : simplified Data Management Plan


Variables



date : measurement date (YYYY-MM-DD)

time : measurement time (HH:MM)

temperature_C : temperature in Celsius


Methodology

Measurements are simulated for a fictitious training project on data management. Values are generated as sinusoidal variation with random noise.

License

CC BY 4.0

Funder

Fictitious “MiniData Project 2025” (Horizon Europe, training demo).
DOI: 10.15468/dl.xsf5t9
title: Occurrence Download

description: A dataset containing 8016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex glabriuscula",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8016 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042688-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me23fa
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042689-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16942632
title: Energy burden and energy poverty in California and its correlation with heatwave-related morbidity

description: Includes supplementary data for publication: 

Martha M. Hoffmann, Targeting parallel vulnerabilities first: Are energy poor communities in California experiencing greater heat-wave related health burdens?, Sustainable Cities and Society, 2025, https://doi.org/10.1016/j.scs.2025.106587.

Definitions of indicators can be found in the supplementary material of the publication: https://ars.els-cdn.com/content/image/1-s2.0-S2210670725004615-mmc1.pdf

List of files for each scenario (a) any number of heat events per year, (b) >1 heat event day per year, (c) >2 heat event days per year, population > 100:



Shapefile for with energy burden (average, per income level), and households in energy burden levels <6, 6-10, >10% (number, share) 

Spearman correlation matrix of selected indicators of LEAD, CalEnviroScreen, CalBrace, NRI
DOI: 10.5281/zenodo.16942633
title: Energy burden and energy poverty in California and its correlation with heatwave-related morbidity

description: Includes supplementary data for publication: 

Martha M. Hoffmann, Targeting parallel vulnerabilities first: Are energy poor communities in California experiencing greater heat-wave related health burdens?, Sustainable Cities and Society, 2025, https://doi.org/10.1016/j.scs.2025.106587.

Definitions of indicators can be found in the supplementary material of the publication: https://ars.els-cdn.com/content/image/1-s2.0-S2210670725004615-mmc1.pdf

List of files for each scenario (a) any number of heat events per year, (b) >1 heat event day per year, (c) >2 heat event days per year, population > 100:



Shapefile for with energy burden (average, per income level), and households in energy burden levels <6, 6-10, >10% (number, share) 

Spearman correlation matrix of selected indicators of LEAD, CalEnviroScreen, CalBrace, NRI
DOI: 10.15468/dl.fdxn77
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Breviceps montanus"
 ]
}

 The dataset includes 306 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042690-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24996
title: Chandra X-ray Observatory ObsId 24996

description: A candidate bullet in the Planck SZ Catalogue
DOI: 10.25574/25975
title: Chandra X-ray Observatory ObsId 25975

description: Ultra-Deep Chandra Monitoring of the JWST-NEP Time Domain Field
DOI: 10.15468/dl.7u3f4p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemitaeniochromis brachyrhynchus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042692-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqs5hv
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042691-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m9ptw
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 620 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042693-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxbg95
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 300 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042694-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2jy7z
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Breviceps rosei"
 ]
}

 The dataset includes 153 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042696-250811113504898/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/12865132
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.tkzxc7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042697-250811113504898/datasets/export for details.
DOI: 10.15468/dl.wethvu
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mionectes roraimae"
 ]
}

 The dataset includes 288 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042698-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naet4b
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Breviceps fuscus"
 ]
}

 The dataset includes 196 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042699-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaqc5g
title: Occurrence Download

description: A dataset containing 21514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 21514 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042700-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeg9vm
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Breviceps namaquensis"
 ]
}

 The dataset includes 68 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042701-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvuvmk
title: Occurrence Download

description: A dataset containing 1985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia villosa",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1985 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042702-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7916/4j72-7t72
title:  GRID3 COD - Settlement Names v5.0
DOI: 10.15468/dl.fh58m2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042703-250811113504898/datasets/export for details.
DOI: 10.15468/dl.y2djrn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistura nasifilis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042704-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ccje69
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Breviceps acutirostris"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042705-250811113504898/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.29980306
title: Christian Communities During Russia’s War Against Ukraine: Perception of the Churches’ Aid Involvement Through the Eyes of Poles from Lviv—A Pilot Study

description: Analysis of interviews with representatives of the Polish minority in Lviv
DOI: 10.6084/m9.figshare.29980306.v1
title: Christian Communities During Russia’s War Against Ukraine: Perception of the Churches’ Aid Involvement Through the Eyes of Poles from Lviv—A Pilot Study

description: Analysis of interviews with representatives of the Polish minority in Lviv
DOI: 10.15468/dl.bexqcr
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birds of Loharghat Forest Range, Assam"
 ]
}

 The dataset includes 224 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042706-250811113504898/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/12865193
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.dc45m7
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca nisoria",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042707-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy4baa
title: Occurrence Download

description: A dataset containing 21514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 21514 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042708-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16942868
title: Code and data for: Analysing the distribution of SARS-CoV-2 infections in schools: comparing model predictions with real-world observations

description: The submission contains the MATLAB source code and associated datasets for the manuscript submitted to Proceedings of the Royal Society A: Mathematical, Physical, and Engineering Sciences, titled: Analysing the distribution of SARS-CoV-2 infections in schools: comparing model predictions with real-world observations

Detailed instructions about the contents of the code and instructions to run it are provided in the Readme file. 

Please download the latest version (v3) of the code.
DOI: 10.15468/dl.yxgh4m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Creagrutus tuyuka)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042709-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f62que
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pendula",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042710-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y79sgg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042713-250811113504898/datasets/export for details.
DOI: 10.15468/dl.jyehw4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pendula",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042711-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmkwfc
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pendula",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042712-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.