cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p1ktfb4a
title: Argon dates, paleomagnetic directions, and compositions of Pliocene to Pleistocene mafic volcanic rocks in the Goat Rocks area, Cascade Range, Washington State

description: The Goat Rocks volcanic cluster is a major andesitic locus in the southern Washington Cascade Range that persisted for approximately 3 million years (3.1 Ma to 115 ka) while coeval mafic volcanoes erupted on its periphery (Wall et al., 2018; Wall, 2022). The datasets presented in this data release were collected for a study that focuses on the mantle origin of the mafic magmas and their spatial, temporal, and compositional relationship to the central volcanic complex. Volcanic rock and tephra samples were collected from nine mafic volcanic units in the Goat Rocks area. The mafic units span ca. 3.6 million years to ca. 60 thousand years in age. Compositions are dominantly basalt and basaltic andesite, with lesser andesite and dacite. This data release includes sample locations, 40Ar/39Ar dates, measurements of paleomagnetic orientation (characteristic remanent magnetization), bulk rock major and trace element concentrations and isotopic ratios (XRF, ICP-MS, TIMS), and mineral compositions and backscatter electron images (EPMA), organized in five folders. Metadata (data dictionaries) for each data type are included in each folder. For detailed descriptions of analytical methods, as well as interpretation of these data, please see Wall et al. (2025).

References:
Wall, K.T., Grunder, A.L., Biasi, J., Weis, D., Swanson, D.A., and Stelten, M.E., 2025, Origin and evolution of mafic volcanism associated with 3 m.y. of andesite production at the Goat Rocks volcanic cluster, southern Washington Cascade Range: Geological Society of America Bulletin, https://doi.org/10.1130/B38046.1.

Wall, K.T., 2022, The 3.1 Ma to 100 ka Goat Rocks Volcanic Complex: Persistence and Evolution of Magmatism at a Long-Lived Major Andesite Locus on the Cascade Arc: PhD Dissertation, Oregon State University, https://ir.library.oregonstate.edu/concern/graduate_thesis_or_dissertations/9g54xr50r.

Wall, K.T., Grunder, A.L., Miggins, D.P., and Coble, M.A., 2018, Multistage growth and compositional change at the Goat Rocks volcanic complex, a major Pliocene-Pleistocene andesite center in the southern Washington Cascades, in Poland, M.P., Garcia, M.O., Camp, V.E., and Grunder, A., eds., Field Volcanology: A Tribute to the Distinguished Career of Don Swanson: Geological Society of America Special Paper 538, p. 63-91, https://doi.org/10.1130/2018.2538(04).
DOI: 10.15468/dl.fc9dgn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teucrium resupinatum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013053-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4kabc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teucrium resupinatum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013054-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14794686
title: URBANE Helsinki LL MASS-GT input data

description: These datasets are used to generate parcel demand in the Helsinki LL. The detailed description can be found below.






Category



Data name



Data type



Description



Used by





Network 

Data



Zones



Shape file



Centroids representing the zonal network of the study area



Parcel demand





Parcel nodes



Shape file



Point vector showing the depot locations of the courier companies in the network





Duration matrix



.csv text



Duration matrix (in seconds) between each combination of the zone





Demand 

data



Sociodemographic characteristics



.csv text



Population characteristics in the study area





Courier market shares



.csv text



Market shares of the courier companies in the network





Network data

Zones: Represent the centroids of different zones within the study area, serving as the fundamental units for modelling and analysis in parcel demand module.

Parcel nodes: Identify the locations of courier company depots within the network, essential for determining starting points for parcel deliveries in parcel demand module.

Duration matrix: A matrix that provides the travel time in seconds between each pair of zones, crucial for determining travel times in demand generation and market analysis.

Demand data

Sociodemographic characteristics: Provide information on the population characteristics within the study area, which is used to generate parcel demand based on population distribution and behaviours. These include sociodemographic characteristics of the population such as income and household structure such as number of households and people in the study area.

Courier market shares: Show the market share distribution among different courier companies, impacting the demand module by determining how parcels are allocated among various couriers.
DOI: 10.5281/zenodo.14794687
title: URBANE Helsinki LL MASS-GT input data

description: These datasets are used to generate parcel demand in the Helsinki LL. The detailed description can be found below.






Category



Data name



Data type



Description



Used by





Network 

Data



Zones



Shape file



Centroids representing the zonal network of the study area



Parcel demand





Parcel nodes



Shape file



Point vector showing the depot locations of the courier companies in the network





Duration matrix



.csv text



Duration matrix (in seconds) between each combination of the zone





Demand 

data



Sociodemographic characteristics



.csv text



Population characteristics in the study area





Courier market shares



.csv text



Market shares of the courier companies in the network





Network data

Zones: Represent the centroids of different zones within the study area, serving as the fundamental units for modelling and analysis in parcel demand module.

Parcel nodes: Identify the locations of courier company depots within the network, essential for determining starting points for parcel deliveries in parcel demand module.

Duration matrix: A matrix that provides the travel time in seconds between each pair of zones, crucial for determining travel times in demand generation and market analysis.

Demand data

Sociodemographic characteristics: Provide information on the population characteristics within the study area, which is used to generate parcel demand based on population distribution and behaviours. These include sociodemographic characteristics of the population such as income and household structure such as number of households and people in the study area.

Courier market shares: Show the market share distribution among different courier companies, impacting the demand module by determining how parcels are allocated among various couriers.
DOI: 10.15468/dl.uuy6nu
title: Occurrence Download

description: A dataset containing 11987804 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Dutch Vegetation Database"
 ]
}

 The dataset includes 11987804 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010072-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14505218
title: URBANE Helsinki LL MASS-GT input data

description: These datasets are used to generate parcel demand in the Helsinki LL. The detailed description can be found below.






Category



Data name



Data type



Description



Used by





Network 

Data



Zones



Shape file



Centroids representing the zonal network of the study area



Parcel demand





Parcel nodes



Shape file



Point vector showing the depot locations of the courier companies in the network





Duration matrix



.csv text



Duration matrix (in seconds) between each combination of the zone





Demand 

data



Sociodemographic characteristics



.csv text



Population characteristics in the study area





Courier market shares



.csv text



Market shares of the courier companies in the network





Network data

Zones: Represent the centroids of different zones within the study area, serving as the fundamental units for modelling and analysis in parcel demand module.

Parcel nodes: Identify the locations of courier company depots within the network, essential for determining starting points for parcel deliveries in parcel demand module.

Duration matrix: A matrix that provides the travel time in seconds between each pair of zones, crucial for determining travel times in demand generation and market analysis.

Demand data

Sociodemographic characteristics: Provide information on the population characteristics within the study area, which is used to generate parcel demand based on population distribution and behaviours. These include sociodemographic characteristics of the population such as income and household structure such as number of households and people in the study area.

Courier market shares: Show the market share distribution among different courier companies, impacting the demand module by determining how parcels are allocated among various couriers.
DOI: 10.5281/zenodo.14505219
title: URBANE Helsinki LL MASS-GT input data

description: These datasets are used to generate parcel demand in the Helsinki LL. The detailed description can be found below.






Category



Data name



Data type



Description



Used by





Network 

Data



Zones



Shape file



Centroids representing the zonal network of the study area



Parcel demand





Parcel nodes



Shape file



Point vector showing the depot locations of the courier companies in the network





Duration matrix



.csv text



Duration matrix (in seconds) between each combination of the zone





Demand 

data



Sociodemographic characteristics



.csv text



Population characteristics in the study area





Courier market shares



.csv text



Market shares of the courier companies in the network





Network data

Zones: Represent the centroids of different zones within the study area, serving as the fundamental units for modelling and analysis in parcel demand module.

Parcel nodes: Identify the locations of courier company depots within the network, essential for determining starting points for parcel deliveries in parcel demand module.

Duration matrix: A matrix that provides the travel time in seconds between each pair of zones, crucial for determining travel times in demand generation and market analysis.

Demand data

Sociodemographic characteristics: Provide information on the population characteristics within the study area, which is used to generate parcel demand based on population distribution and behaviours. These include sociodemographic characteristics of the population such as income and household structure such as number of households and people in the study area.

Courier market shares: Show the market share distribution among different courier companies, impacting the demand module by determining how parcels are allocated among various couriers.
DOI: 10.15468/dl.ycnses
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco alopex (Heuglin, 1861)"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281250-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f3ams
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco ardosiaceus Vieillot, 1823"
 ]
}

 The dataset includes 173 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281311-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5d2u4
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco amurensis Radde, 1863"
 ]
}

 The dataset includes 298 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281255-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us7pb4
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco araeus (Oberholser, 1917)"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281304-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3huf3k
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco berigora Vigors & Horsfield, 1827"
 ]
}

 The dataset includes 756 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281320-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnsf4z
title: Occurrence Download

description: A dataset containing 23248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco sparverius Linnaeus, 1758"
 ]
}

 The dataset includes 23248 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283401-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsvqr4
title: Occurrence Download

description: A dataset containing 1308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco cenchroides Vigors & Horsfield, 1827"
 ]
}

 The dataset includes 1308 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287499-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncpkah
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco biarmicus Temminck, 1825"
 ]
}

 The dataset includes 311 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284332-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kvtet
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco chicquera Daudin, 1800"
 ]
}

 The dataset includes 143 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287864-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg5z8q
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco cherrug J.E.Gray, 1834"
 ]
}

 The dataset includes 666 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287548-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra6j7g
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco concolor Temminck, 1825"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287875-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7457a
title: Occurrence Download

description: A dataset containing 8972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco columbarius Linnaeus, 1758"
 ]
}

 The dataset includes 8972 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287873-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnxgw5
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco deiroleucus Temminck, 1825"
 ]
}

 The dataset includes 76 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287878-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za93fe
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco cuvierii A.Smith, 1830"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287877-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4grbsq
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco jugger J.E.Gray, 1834"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287886-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg4a2u
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco dickinsoni P.L.Sclater, 1864"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287879-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdgpw6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco fasciinucha Reichenow & Neumann, 1895"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313558-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz3u78
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco eleonorae Géné, 1839"
 ]
}

 The dataset includes 251 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313553-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfmr38
title: Occurrence Download

description: A dataset containing 888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco femoralis Temminck, 1822"
 ]
}

 The dataset includes 888 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tadzac
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco hypoleucos Gould, 1841"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313704-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz5btz
title: Occurrence Download

description: A dataset containing 23242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 23242 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318117-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y933n
title: Occurrence Download

description: A dataset containing 1047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco mexicanus Schlegel, 1850"
 ]
}

 The dataset includes 1047 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318726-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rq2qx
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Falco longipennis Swainson, 1838"
 ]
}

 The dataset includes 412 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318717-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.