cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/y9q-1pb-d80
title: Equisetum hyemale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y9q-6v7-879
title: Diplazium sibiricum (Turcz. ex Kunze) Sa. Kurata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.ah62m6
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manilkara bidentata (A.DC.) A.Chev."
 ]
}

 The dataset includes 69 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0380747-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s98f8n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copidaster cavernicola Solis-Marin & Laguarda-Figueras, 2010"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004122-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/543n-9d84
title: UV-VIS spectra of adsorption of methyl orange (MO) and methylene blue (MB) by porous carbon material

description: This dataset contains UV-VIS spectra of adsorption of dyes: methyl orange (MO) and methylene blue (MB) by porous carbon material.
DOI: 10.15468/dl.9c599n
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cycloloma atriplicifolium (Spreng.) J.M.Coult.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 882 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268208-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb9cdy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bothrops marmoratus Da Silva & Rodrigues, 2008"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010806-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3szjj
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Callithrix aurita (É.Geoffroy Saint-Hilaire, 1812)"
 ]
}

 The dataset includes 132 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002892-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvxd2v
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum capitatum L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 506 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268185-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ydz6
title: Occurrence Download

description: A dataset containing 3289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagina L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 3289 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327368-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bz8upq
title: Occurrence Download

description: A dataset containing 138044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriocaulaceae"
 ]
}

 The dataset includes 138044 records from 601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004095-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cepnxy
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Millettia pachyloba Drake"
 ]
}

 The dataset includes 121 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268228-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz3y29
title: Occurrence Download

description: A dataset containing 17254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 17254 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327314-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7z5qhe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cophixalus tetzlaffi Günther, 2003)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054898-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fqvde
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corispermum pallasii Steven",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268206-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fmwdm
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Rubus mucronulatus Boreau"
 ]
}

 The dataset includes 1311 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054922-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc2rmy
title: Occurrence Download

description: A dataset containing 1794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diervilla Tourn. ex Mill.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 1794 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327353-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du3spc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocidura zarudnyi Ognev, 1928"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0353387-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unkt8c
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycium chinense Mill."
 ]
}

 The dataset includes 2146 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204231-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdktba
title: Occurrence Download

description: A dataset containing 105273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Uria aalge (Pontoppidan, 1763)"
 ]
}

 The dataset includes 105273 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054888-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z73yp4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypogymnia austerodes (Nyl.) Räsänen",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408259-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gpfk8
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cortinarius barbatus (Batsch) Melot)",
 "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 539 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166958-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssq9pz
title: Occurrence Download

description: A dataset containing 2682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schistostega pennata (Hedw.) F.Weber & D.Mohr, Xylodon flaviporus (Berk. & M.A.Curtis ex Cooke) Riebesehl & Langer)",
 "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 2682 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327304-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcwkwf
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleutherodactylus furcyensis Shreve & Williams, 1963)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 201 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054884-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7e54t
title: Occurrence Download

description: A dataset containing 357294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens glandulifera Royle"
 ]
}

 The dataset includes 357294 records from 628 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171854-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58ghec
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tulipa altaica, Tulipa aleppensis, Tulipa alberti, Tulipa albanica)"
 ]
}

 The dataset includes 390 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015436-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tye7nu
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Colletotrichum gloeosporioides"
 ]
}

 The dataset includes 2280 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015438-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nccn5p
title: Occurrence Download

description: A dataset containing 473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Cantua buxifolia"
 ]
}

 The dataset includes 473 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015437-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n8k3wrgfrf
title: Aggregated CFS Matrices for Sweden 2016 and 2021

description: Aggregated CFS Matrices (Sweden, 2016 & 2021)

Associated publication:
Westin, J. (2025). A novel method for estimating multiregional input–output tables using data at different aggregation levels. Papers in Regional Science, 100111.

Dataset contents
The dataset consists of one Excel file:
CFS_Sweden_NUTS2_MSEK_2016_2021.xlsx

This file contains estimated and aggregated commodity flow survey (CFS) data in monetary terms (MSEK) for Swedish counties (län), covering 2016 and 2021. Each sheet corresponds to a commodity group × year combination.

Structure of the Excel file
Sheets: 22 sheets (11 commodity groups × 2 years).
Sheet naming convention: CFS_[GroupCode]_[Year]
Example: CFS_01_2016, CFS_01_2021

Each sheet contains:
Origin–Destination matrix: County origins in rows, county destinations in columns. Values = commodity flows in MSEK.
Supply vector (S): Row totals by origin (MSEK).
Demand vector (D): Column totals by destination (MSEK).

County names
The following 21 counties are included as origins and destinations:
01 Stockholm
02 Uppsala
03 Södermanland
04 Östergötland
05 Jönköping
06 Kronoberg
07 Kalmar
08 Gotland
09 Blekinge
10 Skåne
11 Halland
12 Västra Götaland
13 Värmland
14 Örebro
15 Västmanland
16 Dalarna
17 Gävleborg
18 Västernorrland
19 Jämtland
20 Västerbotten
21 Norrbotten

Commodity groups
The dataset includes 11 aggregated commodity groups based on NST 2007:
01 Agriculture, forestry & fishing
03 Metal ores & minerals
04 Food, beverages & tobacco
05 Textiles & textile products
06 Wood, paper & pulp
08 Chemical products
09 Earth, stone & construction materials
10 Steel & metals
11 Machinery
12 Transport equipment
13 Other manufacturing

Variables
Within each sheet:
Row labels: Origin county name (1–21).
Column labels: Destination county name (1–21).
Cell values: Flow values in MSEK.
Row totals (S): Supply (MSEK).
Column totals (D): Demand (MSEK).

Notes
The dataset replicates the matrices used in the article and supports replication of the MRIO estimation method.
Please cite both Statistics Sweden (CFS) and the PiRS article when using this dataset.
DOI: 10.17632/n8k3wrgfrf.1
title: Aggregated CFS Matrices for Sweden 2016 and 2021

description: Aggregated CFS Matrices (Sweden, 2016 & 2021)

Associated publication:
Westin, J. (2025). A novel method for estimating multiregional input–output tables using data at different aggregation levels. Papers in Regional Science, 100111.

Dataset contents
The dataset consists of one Excel file:
CFS_Sweden_NUTS2_MSEK_2016_2021.xlsx

This file contains estimated and aggregated commodity flow survey (CFS) data in monetary terms (MSEK) for Swedish counties (län), covering 2016 and 2021. Each sheet corresponds to a commodity group × year combination.

Structure of the Excel file
Sheets: 22 sheets (11 commodity groups × 2 years).
Sheet naming convention: CFS_[GroupCode]_[Year]
Example: CFS_01_2016, CFS_01_2021

Each sheet contains:
Origin–Destination matrix: County origins in rows, county destinations in columns. Values = commodity flows in MSEK.
Supply vector (S): Row totals by origin (MSEK).
Demand vector (D): Column totals by destination (MSEK).

County names
The following 21 counties are included as origins and destinations:
01 Stockholm
02 Uppsala
03 Södermanland
04 Östergötland
05 Jönköping
06 Kronoberg
07 Kalmar
08 Gotland
09 Blekinge
10 Skåne
11 Halland
12 Västra Götaland
13 Värmland
14 Örebro
15 Västmanland
16 Dalarna
17 Gävleborg
18 Västernorrland
19 Jämtland
20 Västerbotten
21 Norrbotten

Commodity groups
The dataset includes 11 aggregated commodity groups based on NST 2007:
01 Agriculture, forestry & fishing
03 Metal ores & minerals
04 Food, beverages & tobacco
05 Textiles & textile products
06 Wood, paper & pulp
08 Chemical products
09 Earth, stone & construction materials
10 Steel & metals
11 Machinery
12 Transport equipment
13 Other manufacturing

Variables
Within each sheet:
Row labels: Origin county name (1–21).
Column labels: Destination county name (1–21).
Cell values: Flow values in MSEK.
Row totals (S): Supply (MSEK).
Column totals (D): Demand (MSEK).

Notes
The dataset replicates the matrices used in the article and supports replication of the MRIO estimation method.
Please cite both Statistics Sweden (CFS) and the PiRS article when using this dataset.
DOI: 10.17632/t45c7kc6gt
title: SKiES: The program for ab initio calculations of transport properties based on Allen's method for solving Boltzmann equation

description: Accurate modeling of transport properties, such as electrical resistivity and electronic contribution to thermal conductivity, is essential for understanding charge and heat transport in materials. We introduce SKiES, an open-source code for calculating temperature-dependent transport properties using Allen's lowest-order variational approximation. Being integrated with Quantum ESPRESSO ab initio package and EPW software for electron–phonon coupling calculations, SKiES leverages maximally localized Wannier functions and advanced Brillouin zone sampling techniques, including Allen's tetrahedron method, to achieve high accuracy. Application to silver demonstrates excellent agreement with experimental data, showcasing the capabilities of SKiES for precise and efficient transport property evaluations. This tool provides a robust framework for researchers investigating electronic transport phenomena in solids.
DOI: 10.17632/t45c7kc6gt.1
title: SKiES: The program for ab initio calculations of transport properties based on Allen's method for solving Boltzmann equation

description: Accurate modeling of transport properties, such as electrical resistivity and electronic contribution to thermal conductivity, is essential for understanding charge and heat transport in materials. We introduce SKiES, an open-source code for calculating temperature-dependent transport properties using Allen's lowest-order variational approximation. Being integrated with Quantum ESPRESSO ab initio package and EPW software for electron–phonon coupling calculations, SKiES leverages maximally localized Wannier functions and advanced Brillouin zone sampling techniques, including Allen's tetrahedron method, to achieve high accuracy. Application to silver demonstrates excellent agreement with experimental data, showcasing the capabilities of SKiES for precise and efficient transport property evaluations. This tool provides a robust framework for researchers investigating electronic transport phenomena in solids.