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

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barley yellow dwarf virus PAV"
 ]
}

 The dataset includes 574 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005065-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36u23j
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Morphnus guianensis (Daudin, 1800)"
 ]
}

 The dataset includes 255 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005066-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j5nr4
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cereal yellow dwarf virus RPV"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005067-250310093411724/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.28582601
title: Florida Bass/Largemouth Bass GT-Seq SNPs

description: This file contains the read depth information, genotypes, and SNPs used in a GT-Seq panel to quantify Florida bass alleles in West Virginia largemouth bass
DOI: 10.6084/m9.figshare.28582601.v1
title: Florida Bass/Largemouth Bass GT-Seq SNPs

description: This file contains the read depth information, genotypes, and SNPs used in a GT-Seq panel to quantify Florida bass alleles in West Virginia largemouth bass
DOI: 10.15468/dl.tgz3cq
title: Occurrence Download

description: A dataset containing 3533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Turnera subulata J.E.Sm.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 3533 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005069-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svahu4
title: Occurrence Download

description: A dataset containing 8822 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopalosiphum padi (Linnaeus, 1758)"
 ]
}

 The dataset includes 8822 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005068-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69zx5q
title: Occurrence Download

description: A dataset containing 3487816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (AMNH Bird Collection, NMNH Extant Specimen Records (USNM, US), Field Museum of Natural History (Zoology) Bird Collection, Museum of Comparative Zoology, Harvard University, WFVZ Bird Collections, University of Michigan Museum of Zoology, Division of Birds, LSUMZ Birds Collection, CM Birds Collection, LACM Vertebrate Collection, MVZ Bird Collection (Arctos))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 3487816 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005052-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak8sm9
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Momotus momota (Linnaeus, 1766)"
 ]
}

 The dataset includes 132 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005070-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ee2mb
title: Occurrence Download

description: A dataset containing 2857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Protarchanara brevilinea Fenn, 1864"
 ]
}

 The dataset includes 2857 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzpp3n
title: Occurrence Download

description: A dataset containing 6416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sitobion avenae (Fabricius, 1775)"
 ]
}

 The dataset includes 6416 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005073-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty8jp5
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symmetrischema tangolias (Gyen, 1913)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 454 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005072-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtrf7j
title: Occurrence Download

description: A dataset containing 12142287 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
}

 The dataset includes 12142287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005059-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3k5se
title: Occurrence Download

description: A dataset containing 1576 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizaphis graminum (Rondani, 1852)"
 ]
}

 The dataset includes 1576 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005075-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdvbga
title: Occurrence Download

description: A dataset containing 4734 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopalosiphum maidis (Fitch, 1856)"
 ]
}

 The dataset includes 4734 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005074-250310093411724/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.28582613
title: Largemouth Bass/Florida Bass PLINK and GEN files

description: The resulting files were used to investigate genomic diversity, population structuring, and Florida bass ancestry inferences in a comparative genomic approach.
DOI: 10.6084/m9.figshare.28582613.v1
title: Largemouth Bass/Florida Bass PLINK and GEN files

description: The resulting files were used to investigate genomic diversity, population structuring, and Florida bass ancestry inferences in a comparative genomic approach.
DOI: 10.15468/dl.4ksm4f
title: Occurrence Download

description: A dataset containing 5297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Turnera ulmifolia L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 5297 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005077-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e198204
title: Data and code for: A Unified Model of Learning to Forecast

description: We propose a model of boundedly rational and heterogeneous expectations that unifies adaptive learning, k-level reasoning, and replicator dynamics. Level-0 forecasts evolve over time via adaptive learning. Agents revise over time their depth of reasoning in response to forecast errors, observed and counterfactual. The unified model makes sharp predictions for when and how fast markets converge in Learning-to-Forecast Experiments, including novel predictions for individual and market behavior in response to announced events. <br><br>This repository contains
the raw data of the experiment to the test the unified model. It
contains experimental data collected in the UNSW Sydney Business School BizLab
in 2018 and in the University of Sydney School of Economics Experimental Lab in
2019. Subject played a learning-to-forecast game, where they were paid based on
the accuracy of their forecasts. The subjects forecasted the price of a good traded
in simple demand and supply dynamic market environment with a production lag.
The market featured structural changes to the environment, which were fully
known to subjects. How subjects' forecasts incorporated the information about
the structural change is the main question of interest. <br>
description: Laboratory experiment
description: coded on-site observation;
DOI: 10.15468/dl.x8x2er
title: Occurrence Download

description: A dataset containing 33478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus ponderosa Douglas ex C.Lawson",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 33478 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005076-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.693qxx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sympiesis stigmatipennis Girault, 1917",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005078-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10137936
title: PV-Live dataset - Measurements of global horizontal and tilted solar irradiance

description: The PV-Live dataset comprises data from a network of 40 solar irradiance measurement stations across the German state of Baden-Württemberg. All stations measure global horizontal irradiance and temperature with a pyranometer, and global tilted irradiance in east, south, and west direction with tilt angles of 25° with three photovoltaic reference cells in minute resolution. A quality control scheme has been developed specifically for this dataset and is applied to the measurements before publication. The minute resolution irradiance and temperature measurements are published with the derived quality flags. A description of the dataset and the quality control scheme is given in Lorenz et al. (2022) and Lorenz et al. (2020).


The dataset contains data from September 2020 onwards. It will be continuously extended by adding data of the previous month on a monthly basis.


 


QUALITY FLAGS


Two types of flags are provided with the data. Each sensor is assigned a general quality flag, which is based on a combination of different tests. In addition, a shading flag is given, which is not sensor specific, i.e. it applies to all irradiance sensors simultaneously. The flags can have the levels 'passed, all tests complete', 'passed, not all tests complete', 'failed tests, likely erroneous' or 'failed tests, most likely erroneous'. If the flag level of the general quality flags is 'failed tests, most likely erroneous' the corresponding measurement value is set to NaN.


 


DATA FORMAT


The data is published as monthly .zip archives. Each archive contains the following files:


1. Tab separated data files (tng000XX_YYYY-MM.tsv) for each station, containing measurements and quality flags of one month


2. Tab separated station location metadata (metadata_stations_YYYY-MM.tsv)


3. Metadata of the dataset describing variable names and quality flag levels (metadata_measurements.json)


4. General comments on data availability and quality for the month (comments_quality_control_YYYY-MM.txt)


5. Log file of changes (change_log_YYYY-MM.txt)


Station location metadata is given on a monthly basis because stations can be relocated. Therefore, we recommend to use the metadata valid for its corresponding month.


 


VERSION UPDATES


Version 7:


- Recalculation of height information for all stations


- One station has been moved to a new, nearby location on 16th September 2021


 


ACKNOWLEDGEMENTS


The data have been collected and processed by Fraunhofer ISE in the framework of PV-Live, a project in cooperation with TransnetBW.


We thank our station partners for cooperation in installing and maintaining our measurement stations: EnBW Solar, Badenova, Pohlen Solar, Oekogeno Solar7, Ecovision, Hochschule Ulm, Hofgemeinschaft Heggelbach, Soltechnics-solution and the Stadtwerke Karlsruhe, Grünstadt, Buchen, Crailsheim, Schwäbisch Hall, Pforzheim, Konstanz, Waldshut-Tiengen, Schwäbisch Gmünd, Ravensburg, Eberbach, Baden-Baden.
DOI: 10.5281/zenodo.10552683
title: PV-Live dataset - Measurements of global horizontal and tilted solar irradiance

description: The PV-Live dataset comprises data from a network of 40 solar irradiance measurement stations across the German state of Baden-Württemberg. All stations measure global horizontal irradiance and temperature with a pyranometer, and global tilted irradiance in east, south, and west direction with tilt angles of 25° with three photovoltaic reference cells in minute resolution. A quality control scheme has been developed specifically for this dataset and is applied to the measurements before publication. The minute resolution irradiance and temperature measurements are published with the derived quality flags. A description of the dataset and the quality control scheme is given in Lorenz et al. (2022) and Lorenz et al. (2020).


The dataset contains data from September 2020 onwards. It will be continuously extended by adding data of the previous month on a monthly basis.


 


QUALITY FLAGS


Two types of flags are provided with the data. Each sensor is assigned a general quality flag, which is based on a combination of different tests. In addition, a shading flag is given, which is not sensor specific, i.e. it applies to all irradiance sensors simultaneously. The flags can have the levels 'passed, all tests complete', 'passed, not all tests complete', 'failed tests, likely erroneous' or 'failed tests, most likely erroneous'. If the flag level of the general quality flags is 'failed tests, most likely erroneous' the corresponding measurement value is set to NaN.


 


DATA FORMAT


The data is published as monthly .zip archives. Each archive contains the following files:


1. Tab separated data files (tng000XX_YYYY-MM.tsv) for each station, containing measurements and quality flags of one month


2. Tab separated station location metadata (metadata_stations_YYYY-MM.tsv)


3. Metadata of the dataset describing variable names and quality flag levels (metadata_measurements.json)


4. General comments on data availability and quality for the month (comments_quality_control_YYYY-MM.txt)


5. Log file of changes (change_log_YYYY-MM.txt)


Station location metadata is given on a monthly basis because stations can be relocated. Therefore, we recommend to use the metadata valid for its corresponding month.


 


VERSION UPDATES


Version 7:


- Recalculation of height information for all stations


- One station has been moved to a new, nearby location on 16th September 2021


 


ACKNOWLEDGEMENTS


The data have been collected and processed by Fraunhofer ISE in the framework of PV-Live, a project in cooperation with TransnetBW.


We thank our station partners for cooperation in installing and maintaining our measurement stations: EnBW Solar, Badenova, Pohlen Solar, Oekogeno Solar7, Ecovision, Hochschule Ulm, Hofgemeinschaft Heggelbach, Soltechnics-solution and the Stadtwerke Karlsruhe, Grünstadt, Buchen, Crailsheim, Schwäbisch Hall, Pforzheim, Konstanz, Waldshut-Tiengen, Schwäbisch Gmünd, Ravensburg, Eberbach, Baden-Baden.
DOI: 10.5281/zenodo.10592604
title: PV-Live dataset - Measurements of global horizontal and tilted solar irradiance

description: The PV-Live dataset comprises data from a network of 40 solar irradiance measurement stations across the German state of Baden-Württemberg. All stations measure global horizontal irradiance and temperature with a pyranometer, and global tilted irradiance in east, south, and west direction with tilt angles of 25° with three photovoltaic reference cells in minute resolution. A quality control scheme has been developed specifically for this dataset and is applied to the measurements before publication. The minute resolution irradiance and temperature measurements are published with the derived quality flags. A description of the dataset and the quality control scheme is given in Lorenz et al. (2022) and Lorenz et al. (2020).


The dataset contains data from September 2020 onwards. It will be continuously extended by adding data of the previous month on a monthly basis.


 


QUALITY FLAGS


Two types of flags are provided with the data. Each sensor is assigned a general quality flag, which is based on a combination of different tests. In addition, a shading flag is given, which is not sensor specific, i.e. it applies to all irradiance sensors simultaneously. The flags can have the levels 'passed, all tests complete', 'passed, not all tests complete', 'failed tests, likely erroneous' or 'failed tests, most likely erroneous'. If the flag level of the general quality flags is 'failed tests, most likely erroneous' the corresponding measurement value is set to NaN.


 


DATA FORMAT


The data is published as monthly .zip archives. Each archive contains the following files:


1. Tab separated data files (tng000XX_YYYY-MM.tsv) for each station, containing measurements and quality flags of one month


2. Tab separated station location metadata (metadata_stations_YYYY-MM.tsv)


3. Metadata of the dataset describing variable names and quality flag levels (metadata_measurements.json)


4. General comments on data availability and quality for the month (comments_quality_control_YYYY-MM.txt)


5. Log file of changes (change_log_YYYY-MM.txt)


Station location metadata is given on a monthly basis because stations can be relocated. Therefore, we recommend to use the metadata valid for its corresponding month.


 


VERSION UPDATES


Version 7:


- Recalculation of height information for all stations


- One station has been moved to a new, nearby location on 16th September 2021


 


ACKNOWLEDGEMENTS


The data have been collected and processed by Fraunhofer ISE in the framework of PV-Live, a project in cooperation with TransnetBW.


We thank our station partners for cooperation in installing and maintaining our measurement stations: EnBW Solar, Badenova, Pohlen Solar, Oekogeno Solar7, Ecovision, Hochschule Ulm, Hofgemeinschaft Heggelbach, Soltechnics-solution and the Stadtwerke Karlsruhe, Grünstadt, Buchen, Crailsheim, Schwäbisch Hall, Pforzheim, Konstanz, Waldshut-Tiengen, Schwäbisch Gmünd, Ravensburg, Eberbach, Baden-Baden.
DOI: 10.5281/zenodo.10694041
title: PV-Live dataset - Measurements of global horizontal and tilted solar irradiance

description: The PV-Live dataset comprises data from a network of 40 solar irradiance measurement stations across the German state of Baden-Württemberg. All stations measure global horizontal irradiance and temperature with a pyranometer, and global tilted irradiance in east, south, and west direction with tilt angles of 25° with three photovoltaic reference cells in minute resolution. A quality control scheme has been developed specifically for this dataset and is applied to the measurements before publication. The minute resolution irradiance and temperature measurements are published with the derived quality flags. A description of the dataset and the quality control scheme is given in Lorenz et al. (2022) and Lorenz et al. (2020).


The dataset contains data from September 2020 onwards. It will be continuously extended by adding data of the previous month on a monthly basis.


 


QUALITY FLAGS


Two types of flags are provided with the data. Each sensor is assigned a general quality flag, which is based on a combination of different tests. In addition, a shading flag is given, which is not sensor specific, i.e. it applies to all irradiance sensors simultaneously. The flags can have the levels 'passed, all tests complete', 'passed, not all tests complete', 'failed tests, likely erroneous' or 'failed tests, most likely erroneous'. If the flag level of the general quality flags is 'failed tests, most likely erroneous' the corresponding measurement value is set to NaN.


 


DATA FORMAT


The data is published as monthly .zip archives. Each archive contains the following files:


1. Tab separated data files (tng000XX_YYYY-MM.tsv) for each station, containing measurements and quality flags of one month


2. Tab separated station location metadata (metadata_stations_YYYY-MM.tsv)


3. Metadata of the dataset describing variable names and quality flag levels (metadata_measurements.json)


4. General comments on data availability and quality for the month (comments_quality_control_YYYY-MM.txt)


5. Log file of changes (change_log_YYYY-MM.txt)


Station location metadata is given on a monthly basis because stations can be relocated. Therefore, we recommend to use the metadata valid for its corresponding month.


 


VERSION UPDATES


Version 7:


- Recalculation of height information for all stations


- One station has been moved to a new, nearby location on 16th September 2021


 


ACKNOWLEDGEMENTS


The data have been collected and processed by Fraunhofer ISE in the framework of PV-Live, a project in cooperation with TransnetBW.


We thank our station partners for cooperation in installing and maintaining our measurement stations: EnBW Solar, Badenova, Pohlen Solar, Oekogeno Solar7, Ecovision, Hochschule Ulm, Hofgemeinschaft Heggelbach, Soltechnics-solution and the Stadtwerke Karlsruhe, Grünstadt, Buchen, Crailsheim, Schwäbisch Hall, Pforzheim, Konstanz, Waldshut-Tiengen, Schwäbisch Gmünd, Ravensburg, Eberbach, Baden-Baden.