cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zhw9eh
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DecimalLatitude is greater than or equal to 54.5617",
 "DecimalLatitude is less than or equal to 63",
 "DecimalLongitude is greater than or equal to 4.63",
 "DecimalLongitude is less than or equal to 20",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2010",
 "TaxonKey is one of (Anthophora retusa, 157811715, Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), 110189086, Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), 161537976, Anthophora retusa (Linnaeus, 1758), Anthophora retusa (Linnaeus, 1758), 130505929, Melecta luctuosa (Scopoli, 1770))"
 ]
}

 The dataset includes 757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkwasy
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenitis elata Holttum"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013343-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lwydqu
title: Occurrence Download

description: A dataset containing 14701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera Oken, 1816"
 ]
}

 The dataset includes 14701 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045164-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auux29
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is IDN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylobates moloch (Audebert, 1798)"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113370-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc5bgb
title: Occurrence Download

description: A dataset containing 131316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 131316 records from 588 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045165-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gj3fs
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus mutinensis Pignatti"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113356-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vf79u
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuervea macrophylla (Vahl) R.Wilczek"
 ]
}

 The dataset includes 453 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013986-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6yhly
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Suriname",
 "HasCoordinate is true",
 "TaxonKey is Euterpe oleracea Mart.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045166-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfdh4z
title: Occurrence Download

description: A dataset containing 307248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus sylvestris L.",
 "Year 2000-2020"
 ]
}

 The dataset includes 307248 records from 616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139960-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyamva
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alternanthera rufa (Mart.) D.Dietr.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029306-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqbbas
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rorippa palustris (L.) Besser",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 1717 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174330-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rankll
title: Occurrence Download

description: A dataset containing 1185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago radiata L."
 ]
}

 The dataset includes 1185 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029308-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4svk6e
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia scabripes Warb."
 ]
}

 The dataset includes 36 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009718-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnbsmy
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria rigida Pursh",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 160 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162092-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd5euk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago rhodopea Velen."
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029310-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mprxqj
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.59564 45.69593,-113.01804 45.69593,-113.01804 48.71195,-115.59564 48.71195,-115.59564 45.69593))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mantis religiosa (Linne, 1758)"
 ]
}

 The dataset includes 117 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007356-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4mmck
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triodanis perfoliata (L.) Nieuwl.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 942 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174373-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukp4ug
title: Occurrence Download

description: A dataset containing 41667667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Calyptocarpus wendlandii Sch.Bip., Goodenia radicans (Cav.) Pers., Blumea membranacea Hayata, 1904, Othonna euphorbioides Hutch., Celmisia morganii Cheeseman, Asteraceae, Helichrysum splendidum (Thunb.) Less., Dyssodia pinnata (Cav.) B.L.Rob., Moscharia pinnatifida Ruiz & Pav., Hieracium spodoleucum (Dahlst.) Dahlst. ex Johanss.)"
 ]
}

 The dataset includes 41667667 records from 7243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006302-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p229gr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa macowanii C.B.Clarke"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255452-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35099/aurora-62
title: Data for: Evaluation of dissolved carbon dioxide to stimulate emergence of red swamp crayfish Procambarus clarkii (Decapoda: Cambaridae) from invaded ponds

description: Invasive crayfish have adverse effects on habitats and native species. Control of invasive crayfish populations is a major challenge facing natural resource managers. This study evaluated the effectiveness and optimal conditions for the control agent carbon dioxide (CO2) which can be diffused into water to facilitate capture of red swamp crayfish (Procambarus clarkii; RSC). The efficacy of CO2 shows promise in its use for a variety of invasive aquatic species. Here, we evaluate CO2’s ability to stimulate movements towards the shoreline and/or induce complete terrestrial emergence from outdoor ponds. Twelve pond trials were conducted using three, 0.02-ha experimental ponds at Auburn University, Alabama, USA. Silt fencing was installed on dry land around the perimeter of each pond with the lower 0.3 m of fencing accordion-folded to provide shelter and a collection point for emerging crayfish. Each pond was stocked with 100 RSC before testing. Experimental treatment ponds were then injected with gaseous CO2 using porous air diffusers, whereas control ponds (C ponds) received no CO2. Multiple water quality parameters were monitored hourly. Three independent treatment scenarios with CO2 diffusion were crayfish captured at the end of trial only (F: final), crayfish captured hourly (H: hourly), and incorporation of continuous inflow of fresh water at a flow rate of 0.2 L/s into the central catch basin to serve as a refuge with crayfish captured hourly (R: refuge). In control ponds, crayfish were captured at the end of trial only. In F ponds, CO2 diffusion for approximately five hours caused an average of 12% of total crayfish to emerge from the water. However, capture efficiency was increased to an average of 45% of total crayfish by increasing collection frequency to every hour and netting submerged crayfish near the water edge in addition to capturing terrestrially emerged crayfish. Presence of a freshwater inflow reduced capture efficiency in R ponds relative to H ponds. Odds of capturing crayfish increased with increasing water temperature, CO2 concentration, crayfish mass, and with decreasing pH. Based on results, we provide a set of predictive equations as well as interactive calculators to help natural resource managers explore several environmental and treatment-related scenarios that predict changes in capture probability in small research ponds. Carbon dioxide shows promises as a tool to increase capture rate of RSC. However, it is not likely to be effective by itself, but it could be added to an integrated management strategy.
DOI: 10.15468/dl.aksyhd
title: Occurrence Download

description: A dataset containing 5571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-69.73605 47.84564,-69.73233 47.84564,-69.73233 47.84841,-69.73605 47.84841,-69.73605 47.84564))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5571 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249272-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agyme6
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amorphophallus paeoniifolius (Dennst.) Nicolson"
 ]
}

 The dataset includes 1286 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007282-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt9ts6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((47.86169 42.85825,62.94256 42.85825,62.94256 51.31932,47.86169 51.31932,47.86169 42.85825))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allactaga sibirica (Forster, 1778)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069775-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycd8da
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium glaucocerinthe Arv.-Touv. & Gaut."
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244450-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3xv9e
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa melleri Baker"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255453-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99q5f4
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuon alpinus (Pallas, 1811)"
 ]
}

 The dataset includes 600 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249274-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3xurd
title: Occurrence Download

description: A dataset containing 1984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron annuus (L.) Pers.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 1984 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007284-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9k892pzkfx.1
title: TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures

description: Includes engineered dataset for creating TemperatureGAN and trained models for inference. Stochastic generators are useful for estimating climate impacts on various sectors. Projecting climate risk in various sectors, e.g. energy systems, requires generators that are accurate (statistical resemblance to ground-truth), reliable (do not produce erroneous examples), and efficient. Leveraging data from the North American Land Data Assimilation System, we introduce TemperatureGAN, a Generative Adversarial Network conditioned on months, locations, and time periods, to generate 2m above ground atmospheric temperatures at an hourly resolution. We propose evaluation methods and metrics to measure the quality of generated samples. We show that TemperatureGAN produces high-fidelity examples with good spatial representation and temporal dynamics consistent with known diurnal cycles.

If you use the data or models, you must cite our paper (paper in related links). The complete dataset used to train the model is too large to upload here, thus we offer a random split of the original data, which should be sufficient to train a good model to reproduce many of our results. Please refer to TemperatureGAN paper for details on data engineering.
DOI: 10.15468/dl.vczsr8
title: Occurrence Download

description: A dataset containing 2902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium glaucum All."
 ]
}

 The dataset includes 2902 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244461-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwukdt
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa laxa Oliv."
 ]
}

 The dataset includes 48 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255450-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdbz9v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Huntleya caroli P.Ortiz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249292-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e59kwq
title: Occurrence Download

description: A dataset containing 18243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spartium junceum L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 18243 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007336-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3g9mx
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alpheus armillatus H.Milne-Edwards, 1837"
 ]
}

 The dataset includes 535 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244452-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.284wcy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa membranacea C.B.Clarke"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255454-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eu5xt
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Humeocline madagascariensis (Humbert) Anderb."
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249275-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgmrsu
title: Occurrence Download

description: A dataset containing 12924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netta rufina (Pallas, 1773)",
 "HasCoordinate is true",
 "Month is August",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12924 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036960-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uedfg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa glabra (Hand.-Mazz.) B.Hansen"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255441-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zubqcc
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthinodera cumingii (Hope, 1833)"
 ]
}

 The dataset includes 306 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244464-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.