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

description: A dataset containing 24927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 {
 "or" : [
 "StateProvince is Monte Cristi",
 "StateProvince is Valverde",
 "StateProvince is Santiago",
 "StateProvince is Monte Cristi Prov.",
 "StateProvince is Monte Cristi Province",
 "StateProvince is Valverde - Santiago",
 "StateProvince is Valverde / Santiago",
 "StateProvince is Valverde Prov.",
 "StateProvince is Valverde Province",
 "StateProvince is Santiago / Valparaíso (V)"
 ]
 }
 ]
}

 The dataset includes 24927 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132001-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4r3rk
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colus sabini (J.E.Gray, 1824)"
 ]
}

 The dataset includes 295 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013794-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d3443
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonoboea johorica (Ridl.) Kiew"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006035-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5sqtz
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lumbricus festivus (Savigny, 1826)"
 ]
}

 The dataset includes 230 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096626-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdvalh
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "TaxonKey is Procambarus clarkii (Girard, 1852)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013795-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwjvgr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthophyllum urophyllum Merr. ex H.H.Pham"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136435-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j92xm8
title: Occurrence Download

description: A dataset containing 16903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Nycticorax nycticorax (Linnaeus, 1758)"
 ]
}

 The dataset includes 16903 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rfs8z
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum capituliflorum Fenzl ex Schweinf."
 ]
}

 The dataset includes 89 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006193-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vydilj
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana pyrenaica Serra-Cobo, 1993"
 ]
}

 The dataset includes 163 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013796-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdcm43
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Synthemis eustalacta (Burmeister, 1839)",
 "Year 1970-2020"
 ]
}

 The dataset includes 538 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126308-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d88t44
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum blepharopetalum Wickens"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006111-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlsvhh
title: Occurrence Download

description: A dataset containing 687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Neochanna diversus Stokell, 1949",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 687 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013796-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz9ye8
title: Occurrence Download

description: A dataset containing 2945 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Panama",
 "Country is Belize",
 "Country is Mexico",
 "Country is Puerto Rico",
 "Country is Bahamas",
 "Country is Jamaica",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Dominican Republic",
 "Country is Turks and Caicos Islands",
 "Country is Honduras"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agaricia tenuifolia Dana, 1846"
 ]
}

 The dataset includes 2945 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136420-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.equ45c
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonoboea malayana (Hook.fil.) Kiew"
 ]
}

 The dataset includes 51 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006128-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x47vp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plocama pendula Aiton",
 "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/0136436-240321170329656/datasets/export for details.
DOI: 10.15468/dl.ggdehg
title: Occurrence Download

description: A dataset containing 41825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Syrphidae"
 ]
}

 The dataset includes 41825 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013796-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghvjr9
title: Occurrence Download

description: A dataset containing 33302 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Observation"
 ]
 },
 "GadmGid is BGD.3.1_1",
 "OccurrenceStatus is Present",
 "Year 1000-2020"
 ]
}

 The dataset includes 33302 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129488-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9au5nu
title: Occurrence Download

description: A dataset containing 529933 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex nigra (L.) Reichard"
 ]
}

 The dataset includes 529933 records from 906 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006067-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkelfz
title: Occurrence Download

description: A dataset containing 78307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver dubium L."
 ]
}

 The dataset includes 78307 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013796-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16374138
title: PM2.5 daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on particulate matter with a diameter of 2.5 microns or less for each Brazilian municipality, from 2003 to 2024.

We used Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the Brazilian municipalities' official boundaries. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of PM2.5 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of PM2.5 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of PM2.5 (µg/m³)  of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.5281/zenodo.16374139
title: PM2.5 daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on particulate matter with a diameter of 2.5 microns or less for each Brazilian municipality, from 2003 to 2024.

We used Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the Brazilian municipalities' official boundaries. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of PM2.5 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of PM2.5 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of PM2.5 (µg/m³)  of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.6084/m9.figshare.29327036.v4
title: <b>TESTING THE EFFECTIVENESS OF TRAINING ON LINEAR PROGRAMMED DIETARY PLAN; FOOD PREPARATION AND FEEDING PRACTICE AMONG CAREGIVERS OF CHILDREN WITH CEREBRAL PALSY IN ZANZIBAR-DATA SET</b>

description: This data set was collected at the study aims to develop and test the effectiveness of the training on linear programmed dietary plan, food preparation, and feeding practice among caregivers of children with Cerebral palsy in Zanzibar. A randomized control trial; randomly selected and grouped into control and intervention groups. Involves 106 caregivers of children with CP, 53 in the control and 53 in the intervention groups. The intervention process consists of two stages: i) developing a linear programmed plan and ii) adapting the training material for food preparation and feeding practice and then training caregivers on the linear programmed dietary plan, food preparation, and feeding practice. Training Intervention was done in one month gives the result. Baseline and endline knowledge, attitude and food preparation and feeding practices skills were assessed and analysed using STATA version 14. Difference-In-Difference (DID) analysis was performed using Generalized Estimating Equations (GEE) to assess the effect of an intervention (a linear programmed dietary plan, food preparation, and feeding practices) on knowledge, attitude, and skills among caregivers of children with cerebral palsy in Zanzibar. Post-period (endline) measurements were taken two months after the baseline. All statistical tests were be two-sided, and P&lt;0.05 was considered to be statistically significant.
DOI: 10.5281/zenodo.16419736
title: PM10 daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on PM10 concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of PM10 (µg/m³)  of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of PM10 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of PM10 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.5281/zenodo.16419737
title: PM10 daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on PM10 concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of PM10 (µg/m³)  of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of PM10 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of PM10 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.15468/dl.zmgym5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus afromontanus",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022928-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16984341
title: CO concentration daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on CO concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of CO (PPM) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of CO (PPM) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of CO (PPM) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.5281/zenodo.17019753
title: NO2 concentration daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on NO2 concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of NO2 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of NO2 (µg/m³)  of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of NO2 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.15468/dl.wndjnz
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium englerianum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 100 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022930-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17025187
title: O3 concentration daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on O3 concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of O3 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.5281/zenodo.17047073
title: SO2 concentration daily averages of Brazilian municipalities: 2003 - 2024

description: This dataset presents daily data on SO2 concentrations for each Brazilian municipality, from 2003 to 2024.

We used the Copernicus Atmosphere Monitoring Service (CAMS) global reanalysis (EAC4) as a source to compute zonal statistics for the official boundaries of Brazilian municipalities. 

The following datasets were computed:



Minimum values: for each municipality boundary and day, the hourly minimum values of SO2 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's minimum daily indicator.

Maximum values: for each municipality boundary and day, the hourly maximum values of SO2 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's maximum daily indicator.

Average values: for each municipality boundary and day, the hourly average values of SO2 (µg/m³) of all intersecting cells are averaged, resulting in the municipality's average daily indicator.


Those indicators are presented in Parquet and CSV formats. The computational codes used to create those datasets are openly available here.

Disclaimer: "Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus information or data it contains."
DOI: 10.5281/zenodo.17011226
title: satellite_images_kenya_flood_2024

description: Test for personal publish service
DOI: 10.5281/zenodo.17048268
title: satellite_images_kenya_flood_2024

description: Test for personal publish service