cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6dpj6f
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((-54.04182 -4.712086, -53.3937 -4.326727, -53.21634 -3.517588, -53.27844 -3.219356, -53.76377 -3.466871, -53.86294 -3.813929, -54.04182 -4.712086)))"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178384-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11073231
title: Electromagnetic + Hadronic Sampling Calorimeter Shower Images

description: We include multiple hdf5 files:



The files 'piplus_1.hdf5' and 'piplus_2.hdf5' each contains 100,000 calorimeter showers originating from incoming charged pions with incident energies uniformly distributed in the range [1,100] GeV. The file 'piplus_1.hdf5' was used to train our models. The second file 'piplus_2.hdf5' was used in evaluation of generation performance.

The file 'piplus_log.hdf5' contains 100,000 calorimeter showers originating from incoming charged pions with incident energies log-uniformly distributed in the range [1,100] GeV.

The files with names 'piplus_{E_true}.hdf5' each contain 100,000 calorimeter showers originating from incoming charged pions with fixed incident energy at E_true = {10, 20, 30, 40, 50, 60, 70, 80, 90} GeV. These files were used for evaluation of calibration performance.


Each file has the following structure:

energy    Dataset {100000, 1}

layer_0   Dataset {100000, 3, 96}

layer_1   Dataset {100000, 12, 12}

layer_2   Dataset {100000, 12, 6}

layer_3   Dataset {100000, 3, 96}

layer_4  Dataset {100000, 12, 12}

layer_5   Dataset {100000, 12, 6}

overflow  Dataset {100000, 6}

The sampling calorimeter we built is segmented longitudinally into six layers with different depths and granularities. In units of mm, the six layers have the following (eta, phi, z) dimensions:Layer 0: (5, 160, 90) | Layer 1: (40, 40, 347) | Layer 2: (80, 40, 43) | Layer 3: (20.83, 666.67, 375) | Layer 4: (166.67, 166.67, 667) | Layer 5: (333.33, 166.67, 958)
DOI: 10.15468/dl.k9yf94
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miscanthus nepalensis (Trin.) Hack."
 ]
}

 The dataset includes 559 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030272-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu5x7k
title: Occurrence Download

description: A dataset containing 8258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus incanus L."
 ]
}

 The dataset includes 8258 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381736-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svmaxz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is one of (Raphidiastrum monticulosum (Breb.) Pal.-Mordv., Raphidiastrum monticulosum, , , , , )",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is Ukraine"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128795-230530130749713/datasets/export for details.
DOI: 10.15468/dl.2wa7w4
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Numenius tenuirostris Vieillot, 1817"
 ]
}

 The dataset includes 304 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178424-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88qp9k
title: Occurrence Download

description: A dataset containing 65428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Sporophila caerulescens",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 65428 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085172-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk6j6c
title: Occurrence Download

description: A dataset containing 29953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Aulacorhynchus albivitta (Boissonneau, 1840)"
 ]
}

 The dataset includes 29953 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002811-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jjy5t
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplopappus grindelioides (Less.) DC."
 ]
}

 The dataset includes 56 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085186-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3p4hz
title: Occurrence Download

description: A dataset containing 913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.49117 34.93643,3.57736 34.93643,3.57736 40.56143,-10.49117 40.56143,-10.49117 34.93643))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynara cardunculus L."
 ]
}

 The dataset includes 913 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178439-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eeyn8
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleus unguentarius (Codd) A.J.Paton"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085160-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjwvbd
title: Occurrence Download

description: A dataset containing 23638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Noccaea rotundifolia (L.) Moench, Tholera cespitis (Denis & Schiffermüller), 1775)",
 "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 23638 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329399-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hksdyu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equilabium vesiculare (A.J.Paton) Mwany. & A.J.Paton"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085169-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc8zsb
title: Occurrence Download

description: A dataset containing 718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-120.28720 -23.00610,-17.71280 -23.00610,-17.71280 18.00610,-120.28720 18.00610,-120.28720 -23.00610))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aburria aburri (R.Lesson, 1828)"
 ]
}

 The dataset includes 718 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381739-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yqgdp
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Sporophila cinnamomea",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 724 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085170-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v47uvc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Icelinus pietschi Yabe, Soma & Amaoka, 2001"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069626-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsa8z7
title: Occurrence Download

description: A dataset containing 2632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calopteryx maculata (Palisot de Beauvois, 1807)",
 "Year 1000-1970"
 ]
}

 The dataset includes 2632 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008942-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw6tgh
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primula epilosa Craib"
 ]
}

 The dataset includes 68 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094898-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4624s3
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth 478.0-9999.0m",
 "Geometry POLYGON((-47.76855 39.375,-29.66309 39.375,-29.66309 53.26172,-47.76855 53.26172,-47.76855 39.375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cnidaria"
 ]
}

 The dataset includes 201 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178449-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruuhhp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enoplolambrus echinatus (Herbst, 1790)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-14 42, 9 38, -7 26, -14 42))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012122-230828120925497/datasets/export for details.
DOI: 10.5281/zenodo.11073417
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Switzerland

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2023 split by sampling year (data element ‘sampY’). 

More details are available in last year's finalised call for data ‘Call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA (europa.eu)’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2023 – Federal Food Safety and Veterinary Office
description: CH; CSV; data.collection@efsa.europa.eu
DOI: 10.5281/zenodo.11073418
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Switzerland

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2023 split by sampling year (data element ‘sampY’). 

More details are available in last year's finalised call for data ‘Call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA (europa.eu)’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2023 – Federal Food Safety and Veterinary Office
description: CH; CSV; data.collection@efsa.europa.eu
DOI: 10.15468/dl.qq444z
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimosa rubicaulis Lam."
 ]
}

 The dataset includes 267 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030266-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vsj6p
title: Occurrence Download

description: A dataset containing 351835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Geometry POLYGON((-49.50623 -24.75911,-39.50081 -24.75911,-39.50081 -16.57675,-49.50623 -16.57675,-49.50623 -24.75911))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 351835 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0436146-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fsr97
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primula flava Maxim."
 ]
}

 The dataset includes 46 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094925-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhe6ea
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucophaeus pipixcan (Wagler, 1831)",
 "Year 2011-2018"
 ]
}

 The dataset includes 974 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178509-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f33cc8
title: Occurrence Download

description: A dataset containing 278507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psophodes olivaceus (Latham, 1802)"
 ]
}

 The dataset includes 278507 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381747-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3jfqn
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primula firmipes Balf.fil. & Forrest"
 ]
}

 The dataset includes 133 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094921-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5q5j2
title: Occurrence Download

description: A dataset containing 135006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melithreptus brevirostris (Vigors & Horsfield, 1827)"
 ]
}

 The dataset includes 135006 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381750-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krh9gb
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerotelium fici (Castagne) Arthur",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 255 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104918-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3rrdx
title: Occurrence Download

description: A dataset containing 3323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colluricincla woodwardi Hartert, 1905"
 ]
}

 The dataset includes 3323 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381742-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfaawq
title: Occurrence Download

description: A dataset containing 7955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 7955 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094910-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdyy3e
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.66068 48.09425,11.66311 48.09425,11.66311 48.097,11.66068 48.097,11.66068 48.09425))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008943-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgse7q
title: Occurrence Download

description: A dataset containing 1641 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of Coastal Environment in Cross-River State, Nigeria"
 ]
}

 The dataset includes 1641 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104908-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p96tvk
title: Occurrence Download

description: A dataset containing 611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Narcissus rupicola Dufour ex Schult.f., 1830"
 ]
}

 The dataset includes 611 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167647-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.