cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13734517
title: Spatial distribution of cattle, sheep and goat density, and grazed areas for the European Union and the United Kingdom

description: To improve the sustainability of the European livestock sector we need improved knowledge on livestock density, and also on the grazing patterns. Here we provide spatially explicit data on the distribution of cattle, sheep and goats, developed by combining agricultural and veterinary statistics, in-situ data, expert surveys and machine learning. The data allow for the differentiation between livestock that are grazing on semi-natural areas and managed grasslands, versus those that do not graze and are kept indoors. 

This dataset covers all European Union Member States and the United Kingdom, and presents the spatial distribution of cattle, sheep and goat density for approximately the year 2020. Livestock density was allocated on the Corine Land Cover data, resulting in a data-set with a 100 m resolution (EPSG: 3035 - ETRS89-extended / LAEA Europe).

Together with the livestock density maps, we also provide spatial data on the probability for grazing, and allocated grazed and non grazed areas.

File description:

The data-set consists of the following files:

 



clc_forage_mask.tif , forage areas mask for EU, based on selected Corine Land Cover classes (not including seminatural land cover areas such as natural grasslands...). This was developed by surveying grazing, grassland and livestock experts from all EU Member States and the United Kingdom. More info in the upcoming paper and in the linked paper below (Malek et al. 2024). Values are the same as in the Corine Land Cover data.

grazing_probability.tif , grazing probability map, indicating how likely each location in the EU+UK is grazed

allocated_grazing.tif , allocated grazing map, indicating which areas are grazed and which are not


 



cattle density maps:



cattle_grazing.tif , cattle grazing on managed forage areas

cattle_other.tif , cattle kept indoors, receiving feed from managed forage areas

cattle_seminatural.tif ,  cattle grazing in semi-natural areas

cattle_mosaic_categorical.tif (with a legend file) , combined categorical map for all cattle types.




 



sheep and goat density maps:



sheep_goat_other.tif , sheep and goat density

sheep_goat_seminatural.tif , sheep and goat grazing in seminatural areas
DOI: 10.5281/zenodo.13734518
title: Spatial distribution of cattle, sheep and goat density, and grazed areas for the European Union and the United Kingdom

description: To improve the sustainability of the European livestock sector we need improved knowledge on livestock density, and also on the grazing patterns. Here we provide spatially explicit data on the distribution of cattle, sheep and goats, developed by combining agricultural and veterinary statistics, in-situ data, expert surveys and machine learning. The data allow for the differentiation between livestock that are grazing on semi-natural areas and managed grasslands, versus those that do not graze and are kept indoors. 

This dataset covers all European Union Member States and the United Kingdom, and presents the spatial distribution of cattle, sheep and goat density for approximately the year 2020. Livestock density was allocated on the Corine Land Cover data, resulting in a data-set with a 100 m resolution (EPSG: 3035 - ETRS89-extended / LAEA Europe).

Together with the livestock density maps, we also provide spatial data on the probability for grazing, and allocated grazed and non grazed areas.

File description:

The data-set consists of the following files:

 



clc_forage_mask.tif , forage areas mask for EU, based on selected Corine Land Cover classes (not including seminatural land cover areas such as natural grasslands...). This was developed by surveying grazing, grassland and livestock experts from all EU Member States and the United Kingdom. More info in the upcoming paper and in the linked paper below (Malek et al. 2024). Values are the same as in the Corine Land Cover data.

grazing_probability.tif , grazing probability map, indicating how likely each location in the EU+UK is grazed

allocated_grazing.tif , allocated grazing map, indicating which areas are grazed and which are not


 



cattle density maps:



cattle_grazing.tif , cattle grazing on managed forage areas

cattle_other.tif , cattle kept indoors, receiving feed from managed forage areas

cattle_seminatural.tif ,  cattle grazing in semi-natural areas

cattle_mosaic_categorical.tif (with a legend file) , combined categorical map for all cattle types.




 



sheep and goat density maps:



sheep_goat_other.tif , sheep and goat density

sheep_goat_seminatural.tif , sheep and goat grazing in seminatural areas
DOI: 10.58132/tgkpuf
title: Virtual changes in real places: Understanding the role of place attachment in augmented reality adoption

description: Datasets for Studies 1 and 2, presented in the paper:Oleksy, T., Lassota, I., Wnuk, A., & Wcześniak, R. (2024). Virtual changes in real places: Understanding the role of place attachment in augmented reality adoption. Journal of Environmental Psychology, 98, 102386.The dataset Study1_Place_dependence_and_place_identity consists of data used in Study 1, which examines the relationship between place identity, place dependence, and the acceptance of transformative and informative Augmented Reality technology.The dataset Study2_Active_and_traditional_place_attachments consists of data used in Study 2, which examines the relationship between active and traditional place attachments, and the acceptance of transformative and informative Augmented Reality technology.
DOI: 10.5281/zenodo.13740694
title: Source data sets_Figure 1, 2, 6_Salmonella cancer therapy metabolically disrupts tumours at the collateral cost of T cell immunity

description: Flow cytometry data files associated with Copland et al., Salmonella cancer therapy metabolically disrupts tumours at the collateral cost of T cell immunity.

Data associated to Figures 1, 2 and 6.
DOI: 10.5281/zenodo.13740695
title: Source data sets_Figure 1, 2, 6_Salmonella cancer therapy metabolically disrupts tumours at the collateral cost of T cell immunity

description: Flow cytometry data files associated with Copland et al., Salmonella cancer therapy metabolically disrupts tumours at the collateral cost of T cell immunity.

Data associated to Figures 1, 2 and 6.
DOI: 10.15468/dl.w5up6t
title: Occurrence Download

description: A dataset containing 22379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 22379 records from 349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010237-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m2hxu
title: Occurrence Download

description: A dataset listing the 67 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de Paleobotánica obtenidos de la Literatura de Teresa Torres"
 ]
}

 The dataset's 67 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010235-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv7d5p
title: Occurrence Download

description: A dataset containing 2852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xylocopa appendiculata Smith, 1852"
 ]
}

 The dataset includes 2852 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010240-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7823800
title: PEDRo: an Event-based Dataset for Person Detection in Robotics

description: This event-based dataset is specifically designed for person detection in robotics applications.
description: More information can be found at the following GitHub page: https://github.com/SSIGPRO/PEDRo-Event_Based_Dataset.git
DOI: 10.5281/zenodo.13331985
title: PEDRo: an Event-based Dataset for Person Detection in Robotics

description: This event-based dataset is specifically designed for person detection in robotics applications. 
description: More information can be found at the following GitHub page: https://github.com/SSIGPRO/PEDRo-Event_Based_Dataset.git
DOI: 10.5281/zenodo.7823799
title: PEDRo: an Event-based Dataset for Person Detection in Robotics

description: This event-based dataset is specifically designed for person detection in robotics applications. 
description: More information can be found at the following GitHub page: https://github.com/SSIGPRO/PEDRo-Event_Based_Dataset.git
DOI: 10.15468/dl.fea92h
title: Occurrence Download

description: A dataset containing 19958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abutilon grandifolium (Willd.) Sweet, Acacia auriculiformis A.Cunn. ex Benth., Acacia cyclops A.Cunn. ex G.Don)"
 ]
}

 The dataset includes 19958 records from 375 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010242-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2af92t
title: Occurrence Download

description: A dataset containing 67209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acacia decurrens Willd., Acacia holosericea A.Cunn. ex G.Don, Acacia longifolia (Andrews) Willd.)"
 ]
}

 The dataset includes 67209 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010243-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2a73w
title: Occurrence Download

description: A dataset containing 13275056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "EventDate is less than or equal to 2024-08-02",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Magnoliopsida, Liliopsida)"
 ]
}

 The dataset includes 13275056 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010236-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs7u9j
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Oreopanax Decne. & Planch."
 ]
}

 The dataset includes 783 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048204-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpuurb
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 {
 "or" : [
 "TaxonKey is Ipomoea amnicola Morong",
 "TaxonKey is Ipomoea aquatica Forssk.",
 "TaxonKey is Ipomoea argentea Meisn.",
 "TaxonKey is Ipomoea bonariensis Hook.",
 "TaxonKey is Ipomoea cheirophylla O'Donell",
 "TaxonKey is Ipomoea cuneifolia Meisn.",
 "TaxonKey is Ipomoea cuneifolia A.Gray",
 "TaxonKey is Ipomoea cynanchifolia Meisn.",
 "TaxonKey is Ipomoea cynanchifolia Baker & Rendle",
 "TaxonKey is Ipomoea cynanchifolia C.B.Clarke",
 "TaxonKey is Ipomoea decora Vatke & Hildebr.",
 "TaxonKey is Ipomoea decora Meisn.",
 "TaxonKey is Ipomoea descolei O'Donell",
 "TaxonKey is Ipomoea echinocalyx Meisn.",
 "TaxonKey is Ipomoea grandiflora Roxb.",
 "TaxonKey is Ipomoea grandiflora Lam.",
 "TaxonKey is Ipomoea grandiflora D.Parodi",
 "TaxonKey is Ipomoea grandiflora (Jacq.) Hallier fil.",
 "TaxonKey is Ipomoea grandiflora Jacq.",
 "TaxonKey is Ipomoea grandiflora (Jacq.) Roxb.",
 "TaxonKey is Ipomoea haenkeana Choisy",
 "TaxonKey is Ipomoea hieronymi (Kuntze) O'Donell",
 "TaxonKey is Ipomoea magniflora O'Donell",
 "TaxonKey is Ipomoea martii Meisn.",
 "TaxonKey is Ipomoea maurandioides Meisn.",
 "TaxonKey is Ipomoea minuta R.E.Fr.",
 "TaxonKey is Ipomoea neurocephala Hallier fil.",
 "TaxonKey is Ipomoea paludosa O'Donell",
 "TaxonKey is Ipomoea peredoi O'Donell",
 "TaxonKey is Ipomoea philomega (Vell.) House",
 "TaxonKey is Ipomoea procumbens Mart. & Choisy",
 "TaxonKey is Ipomoea schomburgkii Choisy",
 "TaxonKey is Ipomoea schulziana O'Donell",
 "TaxonKey is Ipomoea sericophylla Peter",
 "TaxonKey is Ipomoea sericophylla Meisn.",
 "TaxonKey is Ipomoea squamisepala O'Donell",
 "TaxonKey is Ipomoea tenera Meisn."
 ]
 }
 ]
}

 The dataset includes 204 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003403-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ydmjx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Formicariidae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162700-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fftdt1
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Paullinia cupana Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 117 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013809-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v657ct
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neololeba Widjaja"
 ]
}

 The dataset includes 426 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwpbzr
title: Occurrence Download

description: A dataset containing 1934 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Tyrannidae"
 ]
}

 The dataset includes 1934 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162703-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbgk84
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelasgus thesproticus (Stephanidis, 1939)"
 ]
}

 The dataset includes 160 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049927-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gumdas
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tangara cyanoventris (Vieillot, 1819)",
 "Country is Brazil"
 ]
}

 The dataset includes 234 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msyfsa
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Juncus venturianus Castillón"
 ]
}

 The dataset includes 19 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162695-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqc6hg
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex spissa L.H.Bailey"
 ]
}

 The dataset includes 357 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109121-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0ijsr0
title: Occurrence Download

description: A dataset containing 11891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteropogon contortus (L.) P.Beauv. ex Roem. & Schult."
 ]
}

 The dataset includes 11891 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lj5c8b
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinophyta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-95.756835 28.555576,-95.668945 28.902397,-95.976562 29.132970,-96.437988 29.267232,-97.075195 29.190532,-97.404785 28.940861,-97.602539 28.536274,-97.778320 28.226970,-98.085937 27.780771,-98.107910 27.156920,-98.217773 26.372185,-98.305664 25.582085,-98.327636 24.946219,-98.503417 24.327076,-98.371582 23.644524,-98.327636 23.019076,-98.723144 22.553147,-98.349609 21.657428,-97.207031 21.289374,-97.03125 23.543845,-96.437988 26.529565,-95.756835 28.555576))"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fk8jd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is R-Bryophyta - Herbário do Museu Nacional - Bryophyta",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111076-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysh6wy
title: Occurrence Download

description: A dataset containing 976 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Entomología - Coleoptera"
 ]
}

 The dataset includes 976 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162698-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkz6nm
title: Occurrence Download

description: A dataset containing 6117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammospermophilus leucurus (Merriam, 1889)"
 ]
}

 The dataset includes 6117 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w0u8xh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "TaxonKey is Oenocarpus bacaba Mart.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000340-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8xpvq
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de peces marinos del mar argentino y aguas adyacentes del INIDEP"
 ]
}

 The dataset includes 765 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162699-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.liyokf
title: Occurrence Download

description: A dataset containing 13437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sargocentron Fowler, 1904"
 ]
}

 The dataset includes 13437 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rayj6o
title: Occurrence Download

description: A dataset containing 1618707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is Instituto de Botánica Darwinion"
 ]
 }
 ]
}

 The dataset includes 1618707 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000340-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9yann
title: Occurrence Download

description: A dataset containing 1402 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Free-living marine Nematodes from Puerto Madryn and Pozo sandy beaches (Chubut, Argentina), 2006."
 ]
}

 The dataset includes 1402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162726-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwnjwz
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetragonurus pacificus Abe, 1953",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.