cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e144281v1-160063
title: Data and Code for: Infrastructure Costs

description: There is widespread consensus that US infrastructure quality has been on the decline. In response, politicians across the ideological spectrum have called for increased infrastructure spending. Although the cost of infrastructure determines how much physical output each dollar of spending yields, we know surprisingly little about these costs across time and place. We help to fill this gap by using data we digitized on the Interstate highway system—one of the nation’s most valuable infrastructure assets—to document spending per mile over the history of its construction. We make two main contributions. First, we find that real spending per mile on Interstate construction increased more than three-fold from the 1960s to the 1980s. The increase does not appear to come from states building “easy” miles first, since the increase is roughly unchanged conditional on pre-existing observable geographic cost determinants. Second, we provide suggestive evidence of the determinants of the increase in spending per mile. Increases in per-unit labor or materials prices are inconsistent with the pattern of the increase. But increases in income and housing prices explain about half of the increase in spending per mile. We find suggestive evidence that the rise of “citizen voice” in government decision-making caused increased expenditure per mile.
description: One-mile segments of interstate highways in the United States of the and their associated physical, cost, geographic, socioeconomic, and political characteristics. .
DOI: 10.5281/zenodo.5830968
title: USGS National Map 3DEP 1 Arc-second Digital Elevation Models (DEMs): Full Coverage for U.S. Interstate Highway System

description: This is an archive of the USGS National Map 3DEP 1 Arc-second Digital Elevation Models (DEMs). While it should be reasonably complete (provided via DVD by USGS), coverage has only been verified to provide full coverage for the U.S. Interstate Highway System (see notes below). Original description: This is a tiled collection of the 3D Elevation Program (3DEP) and is 1 arc-second (approximately 30 m) resolution.The elevations in this Digital Elevation Model (DEM) represent the topographic bare-earth surface. The 3DEP data holdings serve as the elevation layer of The National Map, and provide foundational elevation information for earth science studies and mapping applications in the United States. [...] The seamless 1 arc-second DEM layers are derived from diverse source data that are processed to a common coordinate system and unit of vertical measure. These data are distributed in geographic coordinates in units of decimal degrees, and in conformance with the North American Datum of 1983 (NAD 83). All elevation values are in meters and, over the continental United States, are referenced to the North American Vertical Datum of 1988 (NAVD88). The seamless 1 arc-second DEM layer provides coverage of the conterminous United States, Hawaii, Puerto Rico, other territorial islands, and much of Alaska and Canada. The seamless 1 arc-second DEM is available as pre-staged products tiled in 1 degree blocks in Erdas .img, ESRI arc-grid, and grid float formats. The seamless 1 arc-second DEM layer is updated continually as new data become available. The archived data here were acquired from two sources: DVD purchased from USGS on (DATE), as per process described in README.pdf The list of files stemming from the DVD are listed in "manifest_USGS_DVD.txt" manual download of missing grid cells from https://apps.nationalmap.gov/downloader/ on (DATE), as per procedure described in README.pdf, files are listed in "manifest_missingrasters.txt"
description: These data were acquired by Leah Brooks (GWU) and uploaded here by Lars Vilhuber (Cornell University). Data are provided as-is, and no claim to completeness is made.
DOI: 10.5519/qd.8wkouwzq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (304 records)
DOI: 10.15468/dl.cs568y
title: Occurrence Download

description: A dataset containing 1357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lampetra aepyptera (Abbott, 1860)"
 ]
}

 The dataset includes 1357 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010154-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgbb2c
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.5_1",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Year 2024-2024"
 ]
}

 The dataset includes 198 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010155-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27935955
title: Supplementary files

description: <b>Supplementary data of </b><b>Report </b><b>of </b><b><i>Fejervarya orissaensis</i></b><b> (Anura: Dicroglossidae) in Maharashtra, India</b>
DOI: 10.15468/dl.yu8c5v
title: Occurrence Download

description: A dataset containing 4893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natalidae",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 4893 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010156-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3jxwy
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Rattus norvegicus (Berkenhout, 1769)",
 "Year 2024-2024"
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010157-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72bzrh
title: Occurrence Download

description: A dataset containing 5983 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"1650098","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVED SPECIMEN","matchCase":false},{"type":"in","key":"COUNTRY","values":["CO","BR","PE","BO"],"matchCase":false}]}

 The dataset includes 5983 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010159-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b26t75
title: Occurrence Download

description: A dataset listing the 422 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia Plum. ex L."
 ]
}

 The dataset's 422 records were derived from 721 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010158-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14253784
title: NET_CUP

description: This upload accompanies the following GitHub repository: NET_CUP.

Feature vectors extracted from whole slide images (WSIs) in our dataset are provided here. For each WSI, feature vectors were generated from 100 randomly selected patches using different three pretrained CNN backbones.

Additionally, CSVs containing metadata are uploaded:



net_enumbers.csv: Links each slide to its corresponding patient.

net_patients.csv: Contains details about the organ of origin for each patient's liver metastasis.
DOI: 10.5281/zenodo.14253785
title: NET_CUP

description: This upload accompanies the following GitHub repository: NET_CUP.

Feature vectors extracted from whole slide images (WSIs) in our dataset are provided here. For each WSI, feature vectors were generated from 100 randomly selected patches using different three pretrained CNN backbones.

Additionally, CSVs containing metadata are uploaded:



net_enumbers.csv: Links each slide to its corresponding patient.

net_patients.csv: Contains details about the organ of origin for each patient's liver metastasis.
DOI: 10.15468/dl.9td3eu
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Eliomys quercinus (Linnaeus, 1766)",
 "Year 2024-2024"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010162-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrv9js
title: Occurrence Download

description: A dataset containing 42441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrocaryum G.Mey."
 ]
}

 The dataset includes 42441 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010163-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fhnnz
title: Occurrence Download

description: A dataset listing the 76 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.66633 4.17252,-74.37161 4.17252,-74.37161 4.39732,-74.66633 4.39732,-74.66633 4.17252))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 76 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010161-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14253169
title: HumanEmbryo2.0

description: Images of human embryos at various developmental stages, including 2-cell, 4-cell, 8-cell, morula, and blastocyst phases, with annotations.
DOI: 10.5281/zenodo.14253170
title: HumanEmbryo2.0

description: Images of human embryos at various developmental stages, including 2-cell, 4-cell, 8-cell, morula, and blastocyst phases, with annotations.
DOI: 10.5281/zenodo.14148561
title: A hybrid approach to the small unannotated corpus-based language comparison and its application to the Old East Slavic charters - Supplementary material 3 (Modern standard Slavic lects)

description: Modern standard Slavic lects (Croatian, Slovak, Slovenian)

General description

The dataset consists of texts, written in three modern stanard Slavic lects: Croatian, Slovak, and Slovenian. The texts are parallel in order to compensate for the possible genre influences. The text is John’s Gospel in each of the given languages.

Sources

Croatian original text is from the Ivan Šarić’s translation of New Testament. Slovenian text is from the standard Slovenian translation of the New Testament. Slovak text is from the modern Catholic translation of the New Testament.

The data statement is available among the downloadable files.

How-to

This section contains the tutorials that allow to use this data with the intended pipelines.

Corpus-based distance measurement package

The source code for package is available here, the manual is available in the README section of the repository.

To use this dataset for the measurement of distance between Slovak, Croatian and Slovenian lects, and their subsequent clusterisation, following steps should be completed:



Download the Jupyter notebook that streamlines the package use.

Download the dataset.

Put the dataset into a selected folder on your computer (make sure there are no other files within this folder).

Insert the path to the directory into CONTENT_DIR variable in the Jupyter notebook.

Run the notebook, adjusting the parameters, if necessary.
DOI: 10.5281/zenodo.14148562
title: A hybrid approach to the small unannotated corpus-based language comparison and its application to the Old East Slavic charters - Supplementary material 3 (Modern Slavic standard lects)

description: Modern Slavic standard lects (Croatian, Slovak, Slovenian)

General description

The dataset consists of texts, written in three modern Slavic standards lects: Croatian, Slovak, and Slovenian. The texts are parallel in order to compensate for the possible genre influences. The text is John’s Gospel in each of the given languages.

Sources

Croatian original text is from the Ivan Šarić’s translation of New Testament. Slovenian text is from the standard Slovenian translation of the New Testament. Slovak text is from the Catholic translation of the New Testament.

How-to

This section contains the tutorials that allow to use this data with the intended pipelines.

Corpus-based distance measurement package

The source code for package is available here, the manual is available in the README section of the repository.

To use this dataset for the measurement of distance between Slovak, Croatian and Slovenian lects, and their subsequent clusterisation, following steps should be completed:



Download the Jupyter notebook that streamlines the package use.

Download the dataset.

Put the dataset into a selected folder on your computer (make sure there are no other files within this folder).

Insert the path to the directory into CONTENT_DIR variable in the Jupyter notebook.

Run the notebook, adjusting the parameters, if necessary.
DOI: 10.5281/zenodo.14218890
title: A hybrid approach to the small unannotated corpus-based language comparison and its application to the Old East Slavic charters - Supplementary material 3 (Modern standard Slavic lects)

description: Modern standard Slavic lects (Croatian, Slovak, Slovenian)

General description

The dataset consists of texts, written in three modern stanard Slavic lects: Croatian, Slovak, and Slovenian. The texts are parallel in order to compensate for the possible genre influences. The text is John’s Gospel in each of the given languages.

Sources

Croatian original text is from the Ivan Šarić’s translation of New Testament. Slovenian text is from the standard Slovenian translation of the New Testament. Slovak text is from the modern Catholic translation of the New Testament.

The data statement is available among the downloadable files.

How-to

This section contains the tutorials that allow to use this data with the intended pipelines.

Corpus-based distance measurement package

The source code for package is available here, the manual is available in the README section of the repository.

To use this dataset for the measurement of distance between Slovak, Croatian and Slovenian lects, and their subsequent clusterisation, following steps should be completed:



Download the Jupyter notebook that streamlines the package use.

Download the dataset.

Put the dataset into a selected folder on your computer (make sure there are no other files within this folder).

Insert the path to the directory into CONTENT_DIR variable in the Jupyter notebook.

Run the notebook, adjusting the parameters, if necessary.
DOI: 10.15468/dl.fb863y
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Microtus arvalis (Pallas, 1779)",
 "Year 2024-2024"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010165-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv4756
title: Occurrence Download

description: A dataset containing 4677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pantherophis vulpinus (Baird & Girard, 1853)"
 ]
}

 The dataset includes 4677 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010166-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.audwfu
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Agave shawii subsp. shawii"
 ]
}

 The dataset includes 114 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010167-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c4d4b
title: Occurrence Download

description: A dataset containing 2342148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-78.75591 -0.51165,-78.00339 -0.51165,-78.00339 0.14578,-78.75591 0.14578,-78.75591 -0.51165))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2342148 records from 469 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010160-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17172/nomad/2025.10.23-1
title: NOMAD dataset: Zn-As-P ternary system
DOI: 10.15468/dl.abukn7
title: Occurrence Download

description: A dataset containing 69517760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 69517760 records from 1022 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052286-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28525691
title: Datasets for Liu et al. 2025 Science Advances-Fe2O3

description: CE6 sample EELS spectral data and remote sensed hematite map datasets for Liu et al. 2025 Science Advances-Fe2O3Citation:Liu, Y., et al., (2025), Discovery of crystalline Fe2O3 in the returned lunar soils. Science Advances. ady5169.
DOI: 10.6084/m9.figshare.28525691.v1
title: Datasets for Liu et al. 2025 Science Advances-Fe2O3

description: CE6 sample EELS spectral data and remote sensed hematite map datasets for Liu et al. 2025 Science Advances-Fe2O3Citation:Liu, Y., et al., (2025), Discovery of crystalline Fe2O3 in the returned lunar soils. Science Advances. ady5169.
DOI: 10.15468/dl.u6tjeb
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis verruculosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 255 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052340-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymqhsb
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proteus anguinus"
 ]
}

 The dataset includes 782 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052341-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuvgnd
title: Occurrence Download

description: A dataset containing 131924 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Taraxacum castaneum, Taraxacum degelii, Taraxacum deorum, Taraxacum dunense, Taraxacum inconspicuum, Taraxacum limnoticum, Taraxacum lucidepedatum, Taraxacum montserratii, Taraxacum siculum, Senecio fontanicola, Senecio garlandii, Senecio pinnatifolius, Senecio qathlambanus, Senecio rhyncholaenus, Senecio robertiifolius, Senecio sylvaticus, Senecio tinctolobus, Stylocline micropoides, Galega assyriaca, Pimelea williamsonii, Prostanthera laricoides, Prostanthera rhombea, Fouquieria macdougalii, Sida clementii, Aspalathus suaveolens, Calceolaria philippii, Aspalathus modesta, Raillardella pringlei, Taraxacum pallescens, Taraxacum subexpallidum, Taraxacum syriacum, Taraxacum undulatiforme, Senecio californicus, Eriosema populifolium, Hosackia stipularis, Pimelea hispida, Calochortus tolmiei, Moraea miniata, Moraea tulbaghensis, Moraea filicaulis, Moraea amissa, Moraea lilacina, Justicia guerkeana, Nuphar polysepala, Tephrosia cowiei, Ulex micranthus, Sida spinosa, Alkanna leiocarpa, Alkanna pamphylica, Aspalathus rigidifolia, Aspalathus aciloba, Aspalathus diffusa, Aspalathus intricata, Aspalathus marginalis, Aspalathus uniflora, Patersonia lanata, Commersonia dasyphylla, Moraea hainebachiana, Taraxacum graminicolor, Senecio euclaensis, Senecio lopezii, Senecio muricatus, Mutisia involucrata, Xanthorrhoea nana, Patersonia limbata, Prostanthera petraea, Cynodon tenellus, Thelymitra crenulata, Lachnagrostis ripulae, Tephrosia bachmannii, Tephrosia delestangii, Tephrosia kraussiana, Limeum dinteri, Pimelea micrantha, Portulaca decipiens, Thelymitra graminea, Johnsonia teretifolia, Johnsonia lupulina, Aspalathus spicata, Taraxacum curvatum, Taraxacum duriense, Taraxacum lacistophyllum, Taraxacum leucospermum, Taraxacum lucidiforme, Taraxacum rubricatum, Taraxacum selenoides, Taraxacum silvicola, Senecio albanensis, Senecio cunninghamii, Senecio hakeifolius, Senecio caroli-malyi, Senecio lacustrinus, Senecio pillansii, Senecio productus, Senecio repandus, Portulaca intraterranea, Calceolaria ascendens, Mimusops caffra, Nepeta agrestis, Nepeta congesta)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 131924 records from 1142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052323-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.