cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26662945.v1
title: Additional file 5 of Comparative chloroplast genomics of 24 species shed light on the genome evolution and phylogeny of subtribe Coelogyninae (Orchidaceae)

description: Additional file 5: Table S4. Distribution of SSRs in the 24 Coelogyninae chloroplast genomes
DOI: 10.6084/m9.figshare.26662948
title: Additional file 6 of Comparative chloroplast genomics of 24 species shed light on the genome evolution and phylogeny of subtribe Coelogyninae (Orchidaceae)

description: Additional file 6: Table S5. The number of four long repeat types in the 24 Coelogyninae chloroplast genomes
DOI: 10.6084/m9.figshare.26662948.v1
title: Additional file 6 of Comparative chloroplast genomics of 24 species shed light on the genome evolution and phylogeny of subtribe Coelogyninae (Orchidaceae)

description: Additional file 6: Table S5. The number of four long repeat types in the 24 Coelogyninae chloroplast genomes
DOI: 10.6084/m9.figshare.26662951
title: Additional file 7 of Comparative chloroplast genomics of 24 species shed light on the genome evolution and phylogeny of subtribe Coelogyninae (Orchidaceae)

description: Additional file 7: Table S6. Positive selective amino acid loci and estimation of parameters for 81 genes in subtribe Coelogyninae
DOI: 10.6084/m9.figshare.26662951.v1
title: Additional file 7 of Comparative chloroplast genomics of 24 species shed light on the genome evolution and phylogeny of subtribe Coelogyninae (Orchidaceae)

description: Additional file 7: Table S6. Positive selective amino acid loci and estimation of parameters for 81 genes in subtribe Coelogyninae
DOI: 10.6084/m9.figshare.24953189
title: Additional file 1 of Impact of orthodontic-induced facial morphology changes on aesthetic evaluation: a retrospective study

description: Additional file 1. Supplementary Tables.
DOI: 10.6084/m9.figshare.24953189.v1
title: Additional file 1 of Impact of orthodontic-induced facial morphology changes on aesthetic evaluation: a retrospective study

description: Additional file 1. Supplementary Tables.
DOI: 10.6084/m9.figshare.24953162
title: Additional file 1 of Identification of genes regulated by 20-Hydroxyecdysone in Macrobrachium nipponense using comparative transcriptomic analysis

description: Additional file 1.
DOI: 10.15468/dl.y7r7af
title: Occurrence Download

description: A dataset containing 23085 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago orbicularis (L.) Bartal."
 ]
}

 The dataset includes 23085 records from 610 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025942-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/data.18319517
title: Naos Water Quality Monitoring

description: Manual pH, salinity and temperature readings taken at STRI's Naos dock, Naos water tanks and the Panama Canal Authority Naos dock.Measurements made with a YSI Professional Plus multiparameter sensor <br>
DOI: 10.25573/data.18319517.v13
title: Naos Water Quality Monitoring

description: Manual pH, salinity and temperature readings taken at STRI's Naos dock, Naos water tanks and the Panama Canal Authority Naos dock.Measurements made with a YSI Professional Plus multiparameter sensor <br>
DOI: 10.25573/data.18319517.v12
title: Naos Water Quality Monitoring

description: Manual pH, salinity and temperature readings taken at STRI's Naos dock, Naos water tanks and the Panama Canal Authority Naos dock.Measurements made with a YSI Professional Plus multiparameter sensor <br>
DOI: 10.15468/dl.gra9zh
title: Occurrence Download

description: A dataset containing 11545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amanita muscaria (L.) Lam.",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 11545 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025945-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtkcg6
title: Occurrence Download

description: A dataset containing 26294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 26294 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025946-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ewy8w
title: Occurrence Download

description: A dataset listing the 544 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is one of (India, Bhutan, Sri Lanka, Nepal, Afghanistan, Bangladesh, Pakistan, Maldives)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 544 records were derived from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025937-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxzw34
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia rhytidocarpa Hung T.Chang & S.Y.Liang"
 ]
}

 The dataset includes 91 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025948-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/data.19108310
title: Bay of Panama Water Quality Monitoring Project, Summary

description: Bay of Panama water quality monitoring program. <br>Excel file summarizing the data<br>Weekly depth profile (approximately 5m intervals) using YSI EXO 2 sonde.<br>Parameters measured temperature, salinity, conductivity, pH, turbidity, chlorophyll, Dissolved Oxygen
DOI: 10.25573/data.19108310.v12
title: Bay of Panama Water Quality Monitoring Project, Summary

description: Bay of Panama water quality monitoring program. <br>Excel file summarizing the data<br>Weekly depth profile (approximately 5m intervals) using YSI EXO 2 sonde.<br>Parameters measured temperature, salinity, conductivity, pH, turbidity, chlorophyll, Dissolved Oxygen
DOI: 10.15468/dl.jdufa3
title: Occurrence Download

description: A dataset containing 4926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki Girard, 1859",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 4926 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025950-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skakwf
title: Occurrence Download

description: A dataset containing 23359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 23359 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025949-241107131044228/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.27879771
title: Artificial planting of grass and shrubs is a more suitable ecological restoration measure based on the soil multifunctionality in the alpine sub-humid sandy land on the eastern margin of the Qinghai-Tibetan Plateau, China-AGS

description: Data will be made available on request.
DOI: 10.6084/m9.figshare.27879771.v1
title: Artificial planting of grass and shrubs is a more suitable ecological restoration measure based on the soil multifunctionality in the alpine sub-humid sandy land on the eastern margin of the Qinghai-Tibetan Plateau, China-AGS

description: Data will be made available on request.
DOI: 10.6084/m9.figshare.26424921
title: Can inclusion of different levels of participation effort improve volunteer diversity and retainment in a citizen science project?

description: Citizen science is becoming increasingly popular and important due to the benefits it provides scientists, society, and the environment. However, challenges still exist with the recruitment and retention of demographically diverse volunteers for the success and growth of environment-based citizen science programmes. This study used an avian monitoring citizen science project to investigate (1) the effectiveness of different recruitment methods in obtaining different demographics (gender, age, education), (2) how demographics affect the amount of “participation effort” volunteers were willing to contribute, and (3) whether the amount of “participation effort” influences the intent to undertake future volunteer work. Volunteer demographics did not vary amongst different recruitment methods (aim 1), nor did the level of participation effort influence the intent to volunteer in the future (aim 3). However, older volunteers and those having only completed secondary education were more likely to contribute higher levels of effort, in time spent and additional travel (aim 2). Findings suggest that providing multiple roles that differ in level of effort may be beneficial for future citizen science projects by facilitating the needs and restrictions of different demographics.
DOI: 10.6084/m9.figshare.26424921.v1
title: Can inclusion of different levels of participation effort improve volunteer diversity and retainment in a citizen science project?

description: Citizen science is becoming increasingly popular and important due to the benefits it provides scientists, society, and the environment. However, challenges still exist with the recruitment and retention of demographically diverse volunteers for the success and growth of environment-based citizen science programmes. This study used an avian monitoring citizen science project to investigate (1) the effectiveness of different recruitment methods in obtaining different demographics (gender, age, education), (2) how demographics affect the amount of “participation effort” volunteers were willing to contribute, and (3) whether the amount of “participation effort” influences the intent to undertake future volunteer work. Volunteer demographics did not vary amongst different recruitment methods (aim 1), nor did the level of participation effort influence the intent to volunteer in the future (aim 3). However, older volunteers and those having only completed secondary education were more likely to contribute higher levels of effort, in time spent and additional travel (aim 2). Findings suggest that providing multiple roles that differ in level of effort may be beneficial for future citizen science projects by facilitating the needs and restrictions of different demographics.
DOI: 10.15468/dl.xvu8qt
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.83748 43.28037,-3.05117 42.65346,-2.73429 43.19487,-3.0629 43.42544,-3.83748 43.28037))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Muscicapidae",
 "Year 2015-2015"
 ]
}

 The dataset includes 373 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025951-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjy55q
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((12.09142 50.34435,11.7433 50.18471,12.55928 50.04101,13.48488 50.26061,15.28735 51.25357,13.325 50.66684,12.09142 50.34435))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Natrix Laurenti, 1768"
 ]
}

 The dataset includes 108 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025952-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w84373
title: Occurrence Download

description: A dataset containing 2950 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achatina Lamarck, 1799"
 ]
}

 The dataset includes 2950 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025954-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuhmab
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia tuberculata S.S.Chien"
 ]
}

 The dataset includes 58 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025953-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjgc2a
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies cephalonica Loudon)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 370 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025955-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dufxh2
title: Occurrence Download

description: A dataset containing 129971 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire des mammifères de France métropolitaine"
 ]
}

 The dataset includes 129971 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025947-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxet4p
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Madracis pharensis (Heller, 1868)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025956-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8q975
title: Occurrence Download

description: A dataset listing the 2321 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.16.6.10_1",
 "GbifRegion is Europe and Central Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 2321 records were derived from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025941-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rtg7y
title: Occurrence Download

description: A dataset listing the 577 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.4.2.45_1",
 "GbifRegion is Europe and Central Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 577 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025943-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw7vfu
title: Occurrence Download

description: A dataset listing the 622 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "GadmGid is ITA.9.4.56_1",
 "GbifRegion is Europe and Central Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 622 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025944-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhy8fp
title: Occurrence Download

description: A dataset containing 41154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia dealbata Link)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 41154 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025958-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkprqq
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia rosiflora Hook."
 ]
}

 The dataset includes 36 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025959-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14197773
title: Dataset for "Unraveling the underlying hydrous plume geometry and its resulting topography of intraplate volcanoes"

description: These data files include the raw data for the production of the figures in Dasgupta and Lee, titled "Unraveling the underlying hydrous plume geometry and its resulting topography of intraplate volcanoes".
DOI: 10.5281/zenodo.14197774
title: Dataset for "Unraveling the underlying hydrous plume geometry and its resulting topography of intraplate volcanoes"

description: These data files include the raw data for the production of the figures in Dasgupta and Lee, titled "Unraveling the underlying hydrous plume geometry and its resulting topography of intraplate volcanoes".
DOI: 10.5281/zenodo.14161234
title: Caravan MultiMet (Part 1, Nowcasts): Extending Caravan with Multiple Weather Nowcasts and Forecasts

description: Caravan MultiMet is a novel extension to Caravan, focusing on enriching the meteorological forcing data. Our extension adds three precipitation nowcast products (CPC, IMERG v07 Early, and CHIRPS) and three weather forecast products (ECMWF IFS HRES, GraphCast, and CHIRPS-GEFS). Since all data is kept in it's original time zone (UTC+0) and the ERA5-Land data in the original Caravan data set is shifted to local time of each gauge, we also include ERA5-Land reanalysis data in this extension, matching the UTC-0 timezone for all gauges of the other forcings. This part of the extension includes the nowcast products.

The inclusion of diverse data sources, particularly weather forecasts, enables more robust evaluation and benchmarking of hydrological models, especially for real-time forecasting scenarios. To the best of our knowledge, this extension makes Caravan the first open large-sample hydrology dataset to incorporate weather forecast data.

The data is also publicly available on Google Cloud Platform (GCP), and we provide below a colab with an example of how to access it which does not require downloading the entire dataset.

Additional resources:



The Caravan GitHub repository includes further information and links to other extensions.

The original Caravan paper


------

Channel log:



21 November 2024: Version 1.1 - Fixed bug in the FAO Penman-Monteith potential evaporation - values are now clipped to 0 (previously, some values were negative). Only the ERA5-Land dataset was changed.
DOI: 10.5281/zenodo.14196771
title: Caravan MultiMet (Part 1, Nowcasts): Extending Caravan with Multiple Weather Nowcasts and Forecasts

description: Caravan MultiMet is a novel extension to Caravan, focusing on enriching the meteorological forcing data. Our extension adds three precipitation nowcast products (CPC, IMERG v07 Early, and CHIRPS) and three weather forecast products (ECMWF IFS HRES, GraphCast, and CHIRPS-GEFS). Since all data is kept in it's original time zone (UTC+0) and the ERA5-Land data in the original Caravan data set is shifted to local time of each gauge, we also include ERA5-Land reanalysis data in this extension, matching the UTC-0 timezone for all gauges of the other forcings. This part of the extension includes the nowcast products.

The inclusion of diverse data sources, particularly weather forecasts, enables more robust evaluation and benchmarking of hydrological models, especially for real-time forecasting scenarios. To the best of our knowledge, this extension makes Caravan the first open large-sample hydrology dataset to incorporate weather forecast data.

The data is also publicly available on Google Cloud Platform (GCP), and we provide below a colab with an example of how to access it which does not require downloading the entire dataset.

Additional resources:



The Caravan GitHub repository includes further information and links to other extensions.

The original Caravan paper


------

Channel log:



21 November 2024: Version 1.1 - Fixed bug in the FAO Penman-Monteith potential evaporation - values are now clipped to 0 (previously, some values were negative). Only the ERA5-Land dataset was changed.
DOI: 10.5281/zenodo.14161235
title: Caravan MultiMet (Part 1, Nowcasts): Extending Caravan with Multiple Weather Nowcasts and Forecasts

description: Caravan MultiMet is a novel extension to Caravan, focusing on enriching the meteorological forcing data. Our extension adds three precipitation nowcast products (CPC, IMERG v07 Early, and CHIRPS) and three weather forecast products (ECMWF IFS HRES, GraphCast, and CHIRPS-GEFS). Since all data is kept in it's original time zone (UTC+0) and the ERA5-Land data in the original Caravan data set is shifted to local time of each gauge, we also include ERA5-Land reanalysis data in this extension, matching the UTC-0 timezone for all gauges of the other forcings. This part of the extension includes the nowcast products.

The inclusion of diverse data sources, particularly weather forecasts, enables more robust evaluation and benchmarking of hydrological models, especially for real-time forecasting scenarios. To the best of our knowledge, this extension makes Caravan the first open large-sample hydrology dataset to incorporate weather forecast data.

The data is also publicly available on Google Cloud Platform (GCP), and we provide below a colab with an example of how to access it which does not require downloading the entire dataset.

Additional resources:



The Caravan GitHub repository includes further information and links to other extensions.

The original Caravan paper