cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13379714
title: Supporting data for "Northwestern European arthropod life histories and ecological traits"

description: These are the raw data and code that were used to create the dataset "Northwestern European arthropod life histories and ecological traits" on GBIF (https://www.gbif.org/dataset/a684ca81-66f3-4d38-863e-463f79220f03).

For a more detailed description of this dataset and its purpose, see the manuscript by Logghe et al. (2024): https://doi.org/10.1101/2024.12.17.628846.

The dataset published on GBIF resulted from merging the raw datasets found in "Raw datasets.7z" with each other and with the realised thermal niche data found in "Calculating thermal niches.7z".

"Calculating thermal niches.7z" contains data files on realised thermal niches, calculated by overlaying species distribution data derived from GBIF with WorldClim climate data in QGIS. Every order has its own separate txt file, with estimations of mean, minimum and maximum temperature niche for every species. Additionally, the ZIP file contains the code that was used for downloading GBIF occurences in R and calculating the thermal niches in QGIS.

"Raw datasets.7z" contains raw datasets for every order. Within each dataset, one row contains trait data derived for a single species from a single source. This means that the same species might occur multiple times within the dataset. A metadata file is provided to explain the different columns.

"Merging raw datasets.Rmd" is the R script that was used to merge all raw datasets with each other and with the calculated thermal niches, resulting in the "Northwestern European arthropod life histories and ecological traits" dataset on GBIF.
DOI: 10.15468/dl.f4fmhr
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zostera noltei seagrass meadows spatial distribution at LTER site Ria de Aveiro lagoon in 2014"
 ]
}

 The dataset includes 163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069183-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2h7fs
title: Occurrence Download

description: A dataset containing 1452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Specimens from the National Herbarium of Trinidad and Tobago",
 "Geometry POLYGON((-60.89616 11.13457,-60.79772 11.11841,-60.46418 11.13457,-60.46418 11.36526,-60.89616 11.36526,-60.89616 11.13457))"
 ]
}

 The dataset includes 1452 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069184-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17109802
title: The WEICan Data used in the paper "An accumulation method for early fault warning and its application to wind turbine systems"

description: This is the WEICan generator dataset used in the paper of Latiffianti, Sheng, Rodgers, Sanderson, and Ding, 2025, "An accumulation method for early fault warning and its application to wind turbine systems,"  Annals of Applied Statistics, Vol. 19(3), pp. 2436-2456.
DOI: 10.5281/zenodo.17109803
title: The WEICan Data used in the paper "An accumulation method for early fault warning and its application to wind turbine systems"

description: This is the WEICan generator dataset used in the paper of Latiffianti, Sheng, Rodgers, Sanderson, and Ding, 2025, "An accumulation method for early fault warning and its application to wind turbine systems,"  Annals of Applied Statistics, Vol. 19(3), pp. 2436-2456.
DOI: 10.15468/dl.7cza27
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steatoda triangulosa",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057247-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxhc9a
title: Occurrence Download

description: A dataset containing 697313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia cracca"
 ]
}

 The dataset includes 697313 records from 2639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057086-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vtqmg
title: Occurrence Download

description: A dataset listing the 1078 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Heard Island and McDonald Islands",
 "HasCoordinate is true",
 "Year is less than 1996",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1078 records were derived from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141734-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh7gmk
title: Occurrence Download

description: A dataset containing 190653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cardamine hirsuta L., Carex baldensis L., Carex leersii F.W.Schultz)",
 "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 190653 records from 510 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161408-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53m92m
title: Occurrence Download

description: A dataset containing 8992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Onthophagus joannae Goljan, 1953, Phytoecia coerulescens (Scopoli, 1763), Phytoecia coerulescens (Scopoli, 1763), Phytoecia coerulescens (Scopoli, 1763), Phytoecia coerulescens (Scopoli, 1763), Phytoecia coerulescens (Scopoli, 1763), Phytoecia coerulescens (Scopoli, 1763), Oryctes nasicornis (Linnaeus, 1758))",
 "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 8992 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156579-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t2v4q
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyckia remotiflora A.Dietr."
 ]
}

 The dataset includes 335 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0328609-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zksj3
title: Occurrence Download

description: A dataset containing 1018959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Ciconia Brisson, 1760",
 "Year 2000-2022"
 ]
}

 The dataset includes 1018959 records from 739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161427-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2uldd
title: Occurrence Download

description: A dataset listing the 834588 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données naturalistes opportunistes Faune-France - Liste des espèces de la faune sauvage de la base de données naturalistes Faune-France 2018."
 ]
}

 The dataset's 834588 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phvwqd
title: Occurrence Download

description: A dataset containing 4888 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phelipanche mutelii (F.W.Schultz) Pomel"
 ]
}

 The dataset includes 4888 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055001-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26k37n
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onoba delecta Ponder, 1983"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094645-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfesjm
title: Occurrence Download

description: A dataset containing 3150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senna septemtrionalis (Viv.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 3150 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050081-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.924j5d
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hippocampus hippocampus (Linnaeus, 1758)"
 ]
}

 The dataset includes 533 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068731-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vttz7k
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "TaxonKey is Fabaceae",
 "HasGeospatialIssue is false"
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Fossil, Specimen)",
 "TaxonKey is one of (Dialium excelsum Louis ex Steyaert)",
 {
 "not" : {
 "Issue" : [
 "is one of (Zero coordinate)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 130 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059127-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mvaju
title: Occurrence Download

description: A dataset containing 739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senna ×floribunda (Cav.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 739 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050082-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wngsca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((12.868112 43.014692,12.86609 43.013828,12.865921 43.013743,12.865603 43.013905,12.8653 43.014306,12.864102 43.014798,12.863878 43.015798,12.864595 43.016134,12.865916 43.016932,12.866555 43.017963,12.86666 43.018982,12.866995 43.019753,12.867527 43.019735,12.868602 43.019879,12.868753 43.020325,12.868566 43.023218,12.868291 43.023408,12.867734 43.024329,12.867309 43.025396,12.867224 43.026001,12.867014 43.026579,12.86642 43.0269,12.866275 43.027206,12.866649 43.027283,12.866822 43.027428,12.867199 43.027566,12.867612 43.027612,12.868356 43.027707,12.868849 43.02772,12.869353 43.027914,12.870318 43.028272,12.870943 43.028431,12.872032 43.028785,12.87273 43.029454,12.87358 43.029936,12.874499 43.030206,12.8752 43.030272,12.876055 43.030183,12.876769 43.029798,12.877347 43.029207,12.877389 43.028574,12.877983 43.028253,12.878445 43.027124,12.87883 43.02672,12.879734 43.026118,12.880431 43.025463,12.881035 43.025292,12.881495 43.025427,12.882079 43.025587,12.882659 43.025688,12.883302 43.025486,12.884265 43.025152,12.884587 43.024419,12.883477 43.024367,12.882484 43.02422,12.882132 43.023841,12.882112 43.023511,12.882124 43.023059,12.881785 43.022229,12.880932 43.021055,12.880666 43.020733,12.880161 43.020539,12.87986 43.020309,12.879275 43.019487,12.878402 43.017982,12.877709 43.017404,12.876394 43.016035,12.87594 43.015991,12.875259 43.015593,12.87423 43.014876,12.873687 43.014714,12.87307 43.014674,12.872278 43.014461,12.871588 43.014574,12.870449 43.014703,12.869225 43.014805,12.868528 43.014798,12.868112 43.014692)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028375-230530130749713/datasets/export for details.
DOI: 10.15468/dl.g9zyat
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vellozia castanea L.B.Sm. & Ayensu"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005577-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d286y3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onoba crassicordata Worsfold, Avern & Ponder, 1993"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094642-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6q5et
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Striped field mouse (Apodemus agrarius Pall.) occurrences In Russia and adjacent countries according to published data"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005563-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gxw24
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucoptera coffeella (Guérin-Méneville, 1842)"
 ]
}

 The dataset includes 75 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059820-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdx5es
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luisia tristis (G.Forst.) Hook.f."
 ]
}

 The dataset includes 126 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014169-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtar9n
title: Occurrence Download

description: A dataset containing 120794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Campanula patula L."
 ]
}

 The dataset includes 120794 records from 817 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028377-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvbk9q
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caesalpinia caladenia Standl."
 ]
}

 The dataset includes 295 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145143-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff3vhc
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xestia lyngei Rebel, 1923"
 ]
}

 The dataset includes 258 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086807-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnpcq5
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (ccd1ddc0-6c21-11de-8224-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862)",
 "TaxonKey is Anolis lemniscatus Boulenger, 1898"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023058-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o4katr
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Merremia Dennst. ex Endl."
 ]
}

 The dataset includes 1517 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012784-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4x82u
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 Phakellia ventilabrum (Linnaeus, 1767)"
 ]
}

 The dataset includes 611 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y6mjt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((17.77178 40.716743,17.772044 40.719991,17.772085 40.720299,17.772472 40.720822,17.772647 40.72112,17.772554 40.721783,17.772442 40.72231,17.773191 40.730025,17.773469 40.731955,17.775964 40.730631,17.780804 40.728197,17.783105 40.727054,17.786304 40.725496,17.78926 40.724163,17.792252 40.722759,17.793249 40.722406,17.795985 40.721125,17.79732 40.720574,17.799988 40.719471,17.800594 40.719251,17.802127 40.719168,17.807116 40.718784,17.807785 40.718698,17.80911 40.718078,17.811014 40.717034,17.812909 40.715575,17.812647 40.714628,17.812817 40.714201,17.813733 40.713923,17.814928 40.713347,17.806306 40.705168,17.806036 40.704843,17.806289 40.702993,17.8072 40.70199,17.80746 40.701211,17.807769 40.700461,17.808158 40.699637,17.807996 40.699097,17.807886 40.698894,17.797573 40.705131,17.788942 40.710138,17.781668 40.714358,17.78072 40.714682,17.779767 40.714971,17.77178 40.716743)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030269-230530130749713/datasets/export for details.