cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7yw7hx
title: Occurrence Download

description: A dataset containing 12274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachyta interrogationis (Linnaeus, 1758), Brachytheciastrum velutinum (Hedw.) Ignatov & Huttunen)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 12274 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313168-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2pn5k
title: Occurrence Download

description: A dataset containing 5816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hippolais olivetorum (Strickland, 1837))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5816 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011793-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10571935
title: Ion Implantation Sensor and Process Target Data for Predicting Ion Beam Tuning in Semiconductor Manufacturing

description: Dataset Description:

This dataset is designed to predict ion beam tuning setup processes in semiconductor manufacturing, in terms of tuning success or failure, and tuning duration. It is split into X and y to allow for supervised learning approaches.



X represents the current equipment condition and the process targets of the currently processed and the upcoming lot, as defined within recipes.

y represents the ion beam tuning setup report, which informs about the tuning success ratio and tuning duration. These setups are necessary, when switching between recipes to prepare the equipment for processing the next lot. y contains three labels, enabling classification of (1) tuning success or fail, and (2) prolonged tuning, as well as (3) estimation of tuning duration as a regression task.


About X:

Each lot is processed with a specific recipe to achieve the process target. The tuning takes place before the first wafer of the to-be-tuned recipe is processed. Each row in X includes logistical information such as the equipment used for processing and parsed recipe / process target information for the current and upcoming lot. The majority of data consists out of aggregated metrics of equipment-internally tracked sensor traces, recording physical parameters such as gas flows, temperatures, voltages and currents. When analyzed in conjunction with the processed recipe, these sensors provide insights into the current equipment condition. 

About y:

The setup_result column indicates the success or failure of tuning - with setup_result=0 indicating tuning success, while setup_result=1 signals tuning failure. If the first tuning attempt fails, there may be follow-up attempts, but these are not included in this dataset. The duration column represents the tuning duration in seconds, as used for regression analysis. The duration_interval column is a binary label for prolonged tunings, i.e. duration_interval=1 for instances, which take more than 6 minutes to tune.

For reproducibility of the corresponding paper's results:



The dataset contains the same carefully curated subset of features.

The train_test_split() has already been performed, thus we provide x_train and x_valid separately.

To reduce the effect of outliers in the data, the sensor data has already been scaled, as derived from x_train.


In summary, these datasets (X, y) provide comprehensive information for predicting ion beam tuning in semiconductor manufacturing, making it a valuable resource for researchers and practitioners in the field.

Python Code for Reproducibility:

Furthermore, we share a jupyter notebook ionbeamtuning.ipynb with Python code to train the best performing model on the provided data, as described in the paper. To execute the code, you may need to install any missing packages specified in the requirements.txt, as indicated within the notebook.
DOI: 10.5281/zenodo.11084332
title: Ion Implantation Sensor and Process Target Data for Predicting Ion Beam Tuning in Semiconductor Manufacturing

description: Dataset Description:

This dataset is designed to predict ion beam tuning setup processes in semiconductor manufacturing, in terms of tuning success or failure, and tuning duration. It is split into X and y to allow for supervised learning approaches.



X represents the current equipment condition and the process targets of the currently processed and the upcoming lot, as defined within recipes.

y represents the ion beam tuning setup report, which informs about the tuning success ratio and tuning duration. These setups are necessary, when switching between recipes to prepare the equipment for processing the next lot. y contains three labels, enabling classification of (1) tuning success or fail, and (2) prolonged tuning, as well as (3) estimation of tuning duration as a regression task.


About X:

Each lot is processed with a specific recipe to achieve the process target. The tuning takes place before the first wafer of the to-be-tuned recipe is processed. Each row in X includes logistical information such as the equipment used for processing and parsed recipe / process target information for the current and upcoming lot. The majority of data consists out of aggregated metrics of equipment-internally tracked sensor traces, recording physical parameters such as gas flows, temperatures, voltages and currents. When analyzed in conjunction with the processed recipe, these sensors provide insights into the current equipment condition. 

About y:

The setup_result column indicates the success or failure of tuning - with setup_result=0 indicating tuning success, while setup_result=1 signals tuning failure. If the first tuning attempt fails, there may be follow-up attempts, but these are not included in this dataset. The duration column represents the tuning duration in seconds, as used for regression analysis. The duration_interval column is a binary label for prolonged tunings, i.e. duration_interval=1 for instances, which take more than 6 minutes to tune.

For reproducibility of the corresponding paper's results:



The dataset contains the same carefully curated subset of features.

The train_test_split() has already been performed, thus we provide x_train and x_valid separately.

To reduce the effect of outliers in the data, the sensor data has already been scaled, as derived from x_train.


In summary, these datasets (X, y) provide comprehensive information for predicting ion beam tuning in semiconductor manufacturing, making it a valuable resource for researchers and practitioners in the field.

Python Code for Reproducibility:

Furthermore, we share a jupyter notebook ionbeamtuning.ipynb with Python code to train the best performing model on the provided data, as described in the paper. To execute the code, you may need to install any missing packages specified in the requirements.txt, as indicated within the notebook.
DOI: 10.15468/dl.9f6vu9
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spheneria kegelii (C.Muell.) Pilg."
 ]
}

 The dataset includes 107 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139200-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzjeu8
title: Occurrence Download

description: A dataset containing 1488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Delicatula integrella (Pers.) Fayod)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1488 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238970-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8txp76
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphalmanthus pumulis L.Bolus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139185-230530130749713/datasets/export for details.
DOI: 10.15468/dl.ymp3ne
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Fish Collection",
 "TaxonKey is Somniosus microcephalus (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238972-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68j63j
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is CM Vertebrate Paleontology Collection",
 {
 "or" : [
 "TaxonKey is Tremarctos Gervais, 1855",
 "TaxonKey is Canis dirus Leidy, 1858",
 "TaxonKey is Homotherium Fabrini, 1890",
 "TaxonKey is Smilodon Lund, 1842",
 "TaxonKey is Arctodus Leidy, 1854",
 "TaxonKey is Panthera Oken, 1816"
 ]
 }
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305696-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8679p
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesembryanthemum viridiflorum (Sol.)"
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139198-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbtrka
title: Occurrence Download

description: A dataset containing 2814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenopholis nitida (Biehler) Scribn."
 ]
}

 The dataset includes 2814 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139206-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngrrzm
title: Occurrence Download

description: A dataset containing 70103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gentiana lutea L., Gentiana nivalis L., Gentiana panthaica Burkill)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 70103 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318992-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43316
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.15468/dl.jrfvpj
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sea Deep Tagging Data"
 ]
}

 The dataset includes 476 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107828-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czhzcc
title: Occurrence Download

description: A dataset containing 3282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus wislizeni A.DC."
 ]
}

 The dataset includes 3282 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008045-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43219
title: Redemption tidings, vol. 11, nos. 1-24, 1 Jan. - 15 Dec. 1935

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 15 Dec. 1935).
DOI: 10.15468/dl.ntspmz
title: Occurrence Download

description: A dataset containing 33755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gentiana utriculosa L., Gentiana verna L., Geoglossum cookeianum Nannf.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 33755 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319010-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217700
title: FONDS SERGE SAUNERON_nb_1965_04884

description: Référence : nb_1965_04884<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-43217
title: Redemption tidings, vol. 11, nos. 1-24, 1 Jan. - 15 Dec. 1935

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 15 Dec. 1935).
DOI: 10.34816/ifao.archives.217701
title: FONDS SERGE SAUNERON_nb_1965_04885

description: Référence : nb_1965_04885<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.tunh92
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Costa Rica",
 "TaxonKey is Iriartea deltoidea Ruiz & Pav."
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147887-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217702
title: FONDS SERGE SAUNERON_nb_1965_04886

description: Référence : nb_1965_04886<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.uw7pse
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium obrienianum Kraenzl."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019260-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43308
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.34816/ifao.archives.217703
title: FONDS SERGE SAUNERON_nb_1965_04887

description: Référence : nb_1965_04887<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.4vztkv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "HostingOrganizationKey is b6d09100-919d-4026-b35b-22be3dae7156",
 "HostingOrganizationKey is fee1eb85-53bb-4edb-91cc-de55f11b3cee",
 "HostingOrganizationKey is 8001a8ce-49cc-425c-8ffe-c7f6012398c2"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Cicindela ancocisconensis T.W.Harris, 1852"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319017-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217704
title: FONDS SERGE SAUNERON_nb_1965_04888

description: Référence : nb_1965_04888<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.217705
title: FONDS SERGE SAUNERON_nb_1965_04889

description: Référence : nb_1965_04889<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-43894
title: Redemption tidings, vol. 13, nos. 1-26, 1 Jan. - 17 Dec. 1937

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 17 Dec. 1937).
DOI: 10.34816/ifao.archives.217706
title: FONDS SERGE SAUNERON_nb_1965_04890

description: Référence : nb_1965_04890<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.217707
title: FONDS SERGE SAUNERON_nb_1965_04891

description: Référence : nb_1965_04891<br />Site : Esna<br />Secteur : Mur extérieur ouest (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.ycr3p5
title: Occurrence Download

description: A dataset containing 6291645 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 6291645 records from 3874 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156164-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ewn5c
title: Occurrence Download

description: A dataset containing 565634 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Madagascar",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 565634 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168559-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.