cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/7ubzsj/m673wb
title: A_japonicus_scan_rec1014.tif
DOI: 10.7910/dvn/7ubzsj/nb1ayf
title: A_japonicus_scan_rec1013.tif
DOI: 10.7910/dvn/7ubzsj/ozu7vv
title: A_japonicus_scan_rec1017.tif
DOI: 10.7910/dvn/7ubzsj/q70on3
title: A_japonicus_scan_rec1016.tif
DOI: 10.7910/dvn/ovipm2/7o5l4x
title: Lewis_Ojaponicus_MCZA119652_rec0712.tif
DOI: 10.7910/dvn/ovipm2/jfyvbn
title: Lewis_Ojaponicus_MCZA119652_rec0711.tif
DOI: 10.7910/dvn/ovipm2/kwzmfg
title: Lewis_Ojaponicus_MCZA119652_rec0709.tif
DOI: 10.7910/dvn/ovipm2/v9aj0e
title: Lewis_Ojaponicus_MCZA119652_rec0710.tif
DOI: 10.7910/dvn/ovipm2/vtcn6g
title: Lewis_Ojaponicus_MCZA119652_rec0713.tif
DOI: 10.7910/dvn/7ubzsj/afvxnw
title: A_japonicus_scan_rec1020.tif
DOI: 10.7910/dvn/7ubzsj/jgctuc
title: A_japonicus_scan_rec1018.tif
DOI: 10.7910/dvn/7ubzsj/r6etes
title: A_japonicus_scan_rec1021.tif
DOI: 10.7910/dvn/7ubzsj/tlxzfs
title: A_japonicus_scan_rec1022.tif
DOI: 10.7910/dvn/7ubzsj/uuk3ca
title: A_japonicus_scan_rec1019.tif
DOI: 10.7910/dvn/ovipm2/79uqfi
title: Lewis_Ojaponicus_MCZA119652_rec0718.tif
DOI: 10.7910/dvn/ovipm2/dx9ahz
title: Lewis_Ojaponicus_MCZA119652_rec0717.tif
DOI: 10.5281/zenodo.17105968
title: AMIRIS Examples

description: Example configurations built for AMIRIS 4.0.0. Requires amirispy>=3.3.0 or fameio>=3.5.1. See the individual licence information in the respective scenarios.

How-to

Please use the latest version of AMIRIS-Py to run AMIRIS-Examples. Follow these very few instructions in its README to have AMIRIS running in no time.

Scenarios

The example scenarios are spread across subfolders grouped by use case.

Demo

This folder covers small scenarios that demonstrate how to parametrise AMIRIS:



Simple: running for one day using dummy data

SimpleCoupled: coupling two markets running for one day using dummy data


Backtest

This folder contains historical simulations for different market zones and years:



Austria2019: Austrian day-ahead market in 2019

Germany2015: German day-ahead market in 2015

Germany2016: German day-ahead market in 2016

Germany2017: German day-ahead market in 2017

Germany2018: German day-ahead market in 2018

Germany2019: German day-ahead market in 2019 with 18 competing storage units


Future

This folder will contain scenarios to analyse possible energy market futures. Currently, no future scenario is available.

Citing AMIRIS Examples

If you use AMIRIS Examples in your scientific work please cite:

Kristina Nienhaus, Christoph Schimeczek, Ulrich Frey, Evelyn Sperber, Seyedfarzad Sarfarazi, Felix Nitsch, Johannes Kochems & A. Achraf El Ghazi (2023). AMIRIS Examples. Zenodo. doi: 10.5281/zenodo.7789049

Acknowledgments

We thank those who contributed to enhancing the AMIRIS examples:



v1.1 Dr. Tom Bauermann, for pointing out errors in historical fuel prices
DOI: 10.5281/zenodo.7789049
title: AMIRIS Examples

description: Example configurations built for AMIRIS 4.0.0. Requires amirispy>=3.3.0 or fameio>=3.5.1. See the individual licence information in the respective scenarios.

How-to

Please use the latest version of AMIRIS-Py to run AMIRIS-Examples. Follow these very few instructions in its README to have AMIRIS running in no time.

Scenarios

The example scenarios are spread across subfolders grouped by use case.

Demo

This folder covers small scenarios that demonstrate how to parametrise AMIRIS:



Simple: running for one day using dummy data

SimpleCoupled: coupling two markets running for one day using dummy data


Backtest

This folder contains historical simulations for different market zones and years:



Austria2019: Austrian day-ahead market in 2019

Germany2015: German day-ahead market in 2015

Germany2016: German day-ahead market in 2016

Germany2017: German day-ahead market in 2017

Germany2018: German day-ahead market in 2018

Germany2019: German day-ahead market in 2019 with 18 competing storage units


Future

This folder will contain scenarios to analyse possible energy market futures. Currently, no future scenario is available.

Citing AMIRIS Examples

If you use AMIRIS Examples in your scientific work please cite:

Kristina Nienhaus, Christoph Schimeczek, Ulrich Frey, Evelyn Sperber, Seyedfarzad Sarfarazi, Felix Nitsch, Johannes Kochems & A. Achraf El Ghazi (2023). AMIRIS Examples. Zenodo. doi: 10.5281/zenodo.7789049

Acknowledgments

We thank those who contributed to enhancing the AMIRIS examples:



v1.1 Dr. Tom Bauermann, for pointing out errors in historical fuel prices
DOI: 10.17026/dans-x5r-trgk
title: Plangebied toegangsweg sporthal Zandlaan te Ede, gemeente Ede; Archeologisch onderzoek: een archeologische begeleiding(conform protocol proefsleuven) Plangebied toegangsweg sporthal Zandlaan te Ede, gemeente Ede; Archeologisch onderzoek: een archeologische begeleiding(conform protocol proefsleuven)

description: &lt;p&gt;&lt;p&gt;In opdracht van de gemeente Ede heeft RAAP Archeologisch Adviesbureau een archeologischebegeleiding uitgevoerd in verband met de aanleg van een riool en een weg in de gemeente Ede. Het doel van deze archeologische begeleiding (protocol IVO-p) is het toetsen van het gespecificeerde verwachtingsmodel en het vaststellen van de aard, het karakter, de omvang, de datering, de gaafheid, de conservering en de inhoudelijke kwaliteit van eventueel in het projectgebied aanwezige archeologische waarden.&lt;/p&gt;&lt;p&gt;&lt;p&gt;Het veldonderzoek beperkte zich tot het graven van acht proefsleuven met een gezamenlijk oppervlak van ongeveer 75 m². Tijdens het veldonderzoek bleek dat het cultuurdek nog grotendeels intact is. Bij de aanleg van de proefsleuven zijn fragmenten handgevormd aardewerk, een fragment grijsbakkend aardewerk uit de Late Middeleeuwen en een slakfragment gevonden. Tijdens het onderzoek zijn agrarische sporen, maar geen relevante archeologische grondsporen aangetroffen. Op grond van vondsten van handgevormd aardewerk uit de periode Late Prehistorie t/m Vroege Middeleeuwen is het aannemelijk dat zich in de nabijheid van het plangebied bewoningssporen uit deze periode bevinden.&lt;/p&gt;&lt;p&gt;&lt;p&gt;Met de archeologische begeleiding is het onderzoek afgesloten. De resultaten wijzen er op dat in aangrenzende gebieden buiten het plangebied met behoudenswaardige resten rekening gehouden moet worden. Daarom wordt aanbevolen archeologisch onderzoek uit te voeren indien plannen voor aangrenzende gebieden worden ontwikkeld.&lt;/p&gt;
DOI: 10.15468/dl.r3bjyg
title: Occurrence Download

description: A dataset containing 174260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria lapathifolia"
 ]
}

 The dataset includes 174260 records from 1023 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055539-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69zhpn
title: Occurrence Download

description: A dataset containing 43100 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SE_BrazilRockyShores"
 ]
}

 The dataset includes 43100 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034011-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne6txq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Otomys cuanzensis Hill & Carter, 1937",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034012-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zdzcu7
title: Occurrence Download

description: A dataset containing 7731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicranum undulatum Schrad. ex Brid., Dicranum polysetum Sw. ex Anon., Didymodon subandreaeoides (Kindb.) R.H.Zander)",
 "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 7731 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154894-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxpw5e
title: Occurrence Download

description: A dataset containing 2044 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "TaxonKey is Ploceus nigerrimus Vieillot, 1819"
 ]
}

 The dataset includes 2044 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040422-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx3cep
title: Occurrence Download

description: A dataset listing the 33 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is NCSM Ornithology Collection"
 ]
}

 The dataset's 33 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148009-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yckcod
title: Occurrence Download

description: A dataset containing 1352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Canthon cyanellus LeConte, 1859"
 ]
}

 The dataset includes 1352 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010747-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb6n6p
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peddiea fischeri Engl."
 ]
}

 The dataset includes 477 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018712-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cwdvd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conoplea fusca Pers.",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137294-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgcv8u
title: Occurrence Download

description: A dataset containing 60737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fratercula arctica (Linnaeus, 1758)"
 ]
}

 The dataset includes 60737 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027817-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b6g24
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Symblepharis vaginata (Hook. ex Harv.) Wijk & Margad."
 ]
}

 The dataset includes 617 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021643-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxmf59
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bicolletes Friese, 1908",
 "Year 1960-2021"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263224-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a6m9f
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Dendropsophus padreluna (Kaplan & Ruiz-Carranza, 1997))"
 ]
}

 The dataset's 2 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426515-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvz5c7
title: Occurrence Download

description: A dataset containing 2842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glycyrrhiza glabra L."
 ]
}

 The dataset includes 2842 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056475-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27hy6q
title: Occurrence Download

description: A dataset containing 403823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.1416 1.48519,-65.78613 -2.9957,-66.92871 -6.14929,-52.77832 -17.31708,-47.85645 -12.64891,-42.93457 -3.78533,-50.1416 1.48519))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "PublishingOrg is 838537fc-4aeb-4980-8b58-97fbdcd1d91a",
 "PublishingOrg is 4f1aa16c-ac1f-4e25-95fa-70bd71b7a0b4",
 "PublishingOrg is c0d9c91a-0f83-4819-bf7e-bb5e1184eb6b"
 ]
 }
 ]
}

 The dataset includes 403823 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188170-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk3qdq
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is University of Alberta E. H. Strickland Entomological Museum (UASM)",
 "DatasetKey is Essig Museum of Entomology",
 "DatasetKey is Garrapatas duras (Acari: Ixodidae) colectadas en hospederos domésticos del Magdalena Medio Antioqueño",
 "DatasetKey is New Mexico State Collection of Arthropods"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Dermacentor albipictus Packard, 1869",
 "Year 2001-2021"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263237-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b68fu
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciobia lusitanica (Rambur, 1838)"
 ]
}

 The dataset includes 86 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102633-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxum2p
title: Occurrence Download

description: A dataset containing 71237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Legousia speculum-veneris (L.) Chaix, Genista hispanica L., Poa chaixii Vill.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71237 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148015-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9dypn
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-114.00339 51.03559,-114.00502 51.03568,-114.00622 51.03564,-114.00712 51.03658,-114.00768 51.03679,-114.01184 51.03697,-114.01257 51.03688,-114.01283 51.03637,-114.0118 51.03499,-114.01077 51.03435,-114.00983 51.03323,-114.00854 51.03216,-114.00553 51.03126,-114.0045 51.03091,-114.00768 51.03027,-114.00764 51.02967,-114.01146 51.02933,-114.01133 51.02293,-114.01116 51.0216,-114.01197 51.01864,-114.01129 51.018,-114.01043 51.01585,-114.01094 51.01448,-114.01021 51.01298,-114.00953 51.01581,-114.00914 51.01684,-114.00832 51.0183,-114.00682 51.01971,-114.00523 51.02152,-114.00262 51.02405,-114.00116 51.02516,-113.99867 51.02688,-113.99798 51.02765,-113.99682 51.02954,-113.99609 51.03126,-113.99652 51.03315,-113.99687 51.03396,-113.99785 51.03469,-114.00026 51.03654,-114.00073 51.03692,-114.00287 51.03658,-114.0042 51.03572,-114.00339 51.03559))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263262-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwf4jp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spadicoides atra (Corda) S.Hughes",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137297-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv5pfq
title: Occurrence Download

description: A dataset containing 3622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus genutia (Cramer, 1779)"
 ]
}

 The dataset includes 3622 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccx48x
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-153.35596 58.12432,-143.44189 58.12432,-143.44189 61.78144,-153.35596 61.78144,-153.35596 58.12432))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus hyperboreus Gunnerus, 1767"
 ]
}

 The dataset includes 837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263298-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erjbjd
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora vascular y no vascular: expedición Pisba - Proyecto Boyacá BIO UPTC"
 ]
}

 The dataset includes 517 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146330-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyqa4y
title: Occurrence Download

description: A dataset containing 14273826 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malpighiales"
 ]
}

 The dataset includes 14273826 records from 3921 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192840-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7cp9b
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaevius milii (Bory de Saint-Vincent, 1823)"
 ]
}

 The dataset includes 213 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057304-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndyqxs
title: Occurrence Download

description: A dataset containing 1416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "TaxonKey is Penstemon strictus Benth.",
 "Year 1980-2022"
 ]
}

 The dataset includes 1416 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165145-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.