cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13737576
title: Data files for Sheehan et al. 2025 'Estimating vehicle speed from high-resolution satellite imagery for environmental applications: a case study of Barcelona' DOI: https://doi.org/10.1016/j.rsase.2025.101507

description: Data files for Sheehan et al. 2025 'Estimating vehicle speed from high-resolution satellite imagery for environmental applications: a case study of Barcelona'. Remote Sensing Applications: Society and Environment. 101507. DOI: https://doi.org/10.1016/j.rsase.2025.101507

Two data sets have been provided: 

1) Average satellite-derived vehicle speeds estimated for each OSM road link in Barcelona (excluding service, living streets and residental roads). 

2) Google Directions API route requests for 40 road segments across Barcelona.
DOI: 10.5281/zenodo.13737577
title: Data files for Sheehan et al. 2025 'Estimating vehicle speed from high-resolution satellite imagery for environmental applications: a case study of Barcelona' DOI: https://doi.org/10.1016/j.rsase.2025.101507

description: Data files for Sheehan et al. 2025 'Estimating vehicle speed from high-resolution satellite imagery for environmental applications: a case study of Barcelona'. Remote Sensing Applications: Society and Environment. 101507. DOI: https://doi.org/10.1016/j.rsase.2025.101507

Two data sets have been provided: 

1) Average satellite-derived vehicle speeds estimated for each OSM road link in Barcelona (excluding service, living streets and residental roads). 

2) Google Directions API route requests for 40 road segments across Barcelona.
DOI: 10.21227/ndqd-jh63
title: Implementation of the State-Space Power Transformer Model in ATP for High Frequency Transient Studies

description: State-space representation is a practical, efficient and reliable way to evaluate the high-frequency interaction of a transformer with the power network under different types of disturbances. Currently, this representation is available in commercial electromagnetic transient programs; however, this important tool is not yet implemented in the alternative transient program ATP. This paper describes the implementation methodology of the state-space model of the power transformer in ATP using the Norton type-94 component and foreign models. The proposed implementation incorporates several aspects relevant to its application in realistic situations, including initialization from steady state, customization of information exchange between the manufacturer and the purchaser, and accurate consideration of damping. The implemented model in ATP is validated on a real 50 MVA power transformer by means of three relevant example cases, obtaining an excellent agreement between the reference data and those calculated with ATP.
DOI: 10.15468/dl.f5fp87
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Kansas",
 "TaxonKey is Neohelix divesta (A.Gould, 1851)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000953-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4nwvb
title: Occurrence Download

description: A dataset containing 1502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaedorea tepejilote Liebm.",
 "Year 1900-2025"
 ]
}

 The dataset includes 1502 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000954-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzdrv2
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.76214 48.46337,-125.01456 48.21487,-124.92525 47.55842,-124.29112 46.93322,-123.916 46.69654,-122.7058 46.80818,-122.58523 47.56735,-122.68347 48.13449,-124.76214 48.46337))",
 "OccurrenceStatus is Present",
 "RecordedBy is E. A. Kitchin"
 ]
}

 The dataset includes 254 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000205-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5k6hb
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Sabal mexicana Mart.",
 "Year 1900-2025"
 ]
}

 The dataset includes 827 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000206-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/18becfc9-e300-4635-ad88-3b97df591755
title: Cascadia Basin Bottom Pressure Recorder Deployed 2011-09-17

description: The NRCan Bottom Pressure Recorder 8B was deployed on 2011-09-17 at Cascadia Basin. Cascadia Basin is located in the abyssal plain of the Pacific Ocean. At this location, hydrologic conditions in sediment-sealed igneous crust, Tsunami propagation, cool-water deep-sea microbes, and abyssal plain ecosystems are observed. This device is a Bottom Pressure Recorder. Bottom Pressure Recorders (BPR) are instruments that can detect small changes in pressure on the seafloor. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/26df2d3f-3196-4690-beee-30295e95c708
title: Cascadia Basin Bottom Pressure Recorder Deployed 2011-09-17

description: The NRCan Bottom Pressure Recorder 8B was deployed on 2011-09-17 at Cascadia Basin. Cascadia Basin is located in the abyssal plain of the Pacific Ocean. At this location, hydrologic conditions in sediment-sealed igneous crust, Tsunami propagation, cool-water deep-sea microbes, and abyssal plain ecosystems are observed. This device is a Bottom Pressure Recorder. Bottom Pressure Recorders (BPR) are instruments that can detect small changes in pressure on the seafloor. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.5281/zenodo.14899282
title: A TOGAF based Ontology of the Higher Education Reference Models (HERM)

description: Ontologies play a crucial role in structuring knowledge for the Semantic Web, while Enterprise Architecture (EA) methodologies, such as TOGAF®, guide digital transformation in complex ecosystems. The higher education reference models (HERM) constitute a Enterprise Reference Architecture, a framework which is applied globally in more than 1000 institutions.This RDF-based dataset provides a comprehensive ontology of HERM firmly rooted in The Open Group Architecture Framework (TOGAF), thus bringing all previously mentioned parts together. The resulting ontology captures English and German concepts. In addition, we provide the spreadsheet tools for the conversion of new versions of HERM and also adding further languages.The methodology is submitted for presentation at the EUNIS 2025 conference in Belfast.
DOI: 10.5281/zenodo.14899283
title: A TOGAF based Ontology of the Higher Education Reference Models (HERM)

description: Ontologies play a crucial role in structuring knowledge for the Semantic Web, while Enterprise Architecture (EA) methodologies, such as TOGAF®, guide digital transformation in complex ecosystems. The higher education reference models (HERM) constitute a Enterprise Reference Architecture, a framework which is applied globally in more than 1000 institutions.This RDF-based dataset provides a comprehensive ontology of HERM firmly rooted in The Open Group Architecture Framework (TOGAF), thus bringing all previously mentioned parts together. The resulting ontology captures English and German concepts. In addition, we provide the spreadsheet tools for the conversion of new versions of HERM and also adding further languages.The methodology is submitted for presentation at the EUNIS 2025 conference in Belfast.
DOI: 10.15468/dl.8gztqu
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brassavola nodosa (L.) Lindl."
 ]
}

 The dataset includes 599 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000955-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4n6pt
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.30761 47.09633,-3.59254 39.92971,-5.48831 32.105,30.53138 25.84465,44.01243 38.78971,6.30761 47.09633))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coryphaena hippurus Linnaeus, 1758"
 ]
}

 The dataset includes 185 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000956-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2bydh6
title: CCDC 2173208: Experimental Crystal Structure Determination

description: Related Article: Shijing Tu, Zhongyu Qi, Weicai Li, Zhijie Zhang, Shiqi Zhang, Jun Wei, Lin Yang, Siping Wei, Xi Du, Dong Yi|2022|CSD Communication|||
description: Related Article: Shijing Tu, Zhongyu Qi, Weicai Li, Shiqi Zhang, Zhijie Zhang, Jun Wei, Lin Yang, Siping Wei, Xi Du, Dong Yi |2022|Frontiers in Chemistry|10|1058596|doi:10.3389/fchem.2022.1058596
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bydj7
title: CCDC 2173209: Experimental Crystal Structure Determination

description: Related Article: Shijing Tu, Zhongyu Qi, Weicai Li, Zhijie Zhang, Shiqi Zhang, Jun Wei, Lin Yang, Siping Wei, Xi Du, Dong Yi|2022|CSD Communication|||
description: Related Article: Shijing Tu, Zhongyu Qi, Weicai Li, Shiqi Zhang, Zhijie Zhang, Jun Wei, Lin Yang, Siping Wei, Xi Du, Dong Yi |2022|Frontiers in Chemistry|10|1058596|doi:10.3389/fchem.2022.1058596
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.9tc957
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene sennenii Pau)",
 "Country is one of (Spain)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000208-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gmvqw
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipodomys venustus sanctiluciae Grinnell, 1919"
 ]
}

 The dataset includes 123 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdr4wg
title: Occurrence Download

description: A dataset listing the 122 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.76214 48.46337,-125.01456 48.21487,-124.92525 47.55842,-124.29112 46.93322,-123.916 46.69654,-122.7058 46.80818,-122.58523 47.56735,-122.68347 48.13449,-124.76214 48.46337))",
 "OccurrenceStatus is Present",
 "RecordedBy is E. A. Kitchin"
 ]
}

 The dataset's 122 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000207-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/r9eywp
title: Bolsas ProUni para estudantes de engenharia civil no Brasil e no município de São Paulo

description: O presente documento trata a expansão do setor privado à luz de políticas de ampliação de acesso através do Programa Universidade para Todos (ProUni), entre os anos de 2005 a 2020. Apresentamos dados sobre a distribuição total de bolsas ProUni no Brasil e no Município de São Paulo, em específico ao curso de engenharia civil. Os dados apresentados nesta seção da pesquisa foram retirados do portal do MEC-Ministério da Educação (e-MEC), para o período de 2005 a 2020. Através da planilha de tramitação eletrônica do portal no qual constam informações de bolsas ProUni, cuja responsabilidade das informações são das instituições mantenedoras.
DOI: 10.15468/dl.7tfacs
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 1975-2025"
 ]
}

 The dataset includes 1503 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfpkh8
title: Occurrence Download

description: A dataset containing 1488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-17.03861 44.45382,-42.59652 44.17675,-24.00895 -26.00207,23.6217 -43.38168,22.07274 -13.64643,-17.03861 44.45382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coryphaena hippurus Linnaeus, 1758"
 ]
}

 The dataset includes 1488 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/4iy2tg
title: A forecasting model for desert locust presence in West and North Africa

description: The set of scripts provided in this dataverse contains most of the steps and data necessary to create and reproduce the models, as well as the software developped to produce automatic forecasting maps. Regarging model training, evaluation and selection, the scripts are written in R and are numbered from 01 to 07 (in LocustForecastCLCPRO4/RCodes). The software part depicting the automatic chain of : real-time downloading satellite image (steps 00 all in SatData-main), real-time prediction of locust distribution based on selected model (step 08 in PyhtonCodes), updating the forcasting map in a web interface (step 09 in mppcpro-main), correspond mostly to pyhton scripts. The folder SatData-main contains the pythons files for automated downloading satellite image from MODIS, VIIRS and Copernicus. The LocustForecastCLCPRO4/Rcodes folder contains all the scripts to build the database and models. All files inside the PythonCodes are meant for real-time model predictions. The mppcpro-main folder holds the R and Python scripts used for web interface.
DOI: 10.15468/dl.fdc838
title: Occurrence Download

description: A dataset containing 719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliaster helianthus (Lamarck, 1816)"
 ]
}

 The dataset includes 719 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000212-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ags3n8
title: Occurrence Download

description: A dataset containing 13623 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plantas vasculares del Herbario AGUCH"
 ]
}

 The dataset includes 13623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000213-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axy9qw
title: Occurrence Download

description: A dataset containing 83802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria fallax (Peters, 1880)"
 ]
}

 The dataset includes 83802 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000197-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fykra6
title: Occurrence Download

description: A dataset containing 62698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is Iceland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Collection match fuzzy, Institution match fuzzy, The taxon ID was not used in backbone matching, Taxon match higher rank, The scientific name ID was not used in backbone matching, Continent derived from coordinates, Country derived from coordinates, Occurrence status inferred from individual count, Ambiguous institution, Collection match none, Institution collection mismatch, Coordinate rounded, The scientific name ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Modified date invalid, Recorded date invalid, The taxon concept ID was not used in backbone matching, Multimedia date invalid, Identified date invalid, Footprint WKT invalid)",
 "PublishingOrg is one of (f6b48504-1651-4a49-a88d-c2bc6178694d, d5778510-eb28-11da-8629-b8a03c50a862, 2e7df380-8356-4533-bcb3-5459e23c794e, a064f300-1bc8-41ea-9364-b864ef4e8938, ab733144-7043-4e88-bd4f-fca7bf858880, 0870a77b-587c-4369-a8ed-bc3d347b8e1c, 19456090-b49a-11d8-abeb-b8a03c50a862, f314b0b0-e3dc-11d9-8d81-b8a03c50a862, 2089ce96-4fb5-4a20-999c-3ccf45a27a4d)",
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 62698 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000957-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5063/f1tq601v
title: Water levels in the Grays Harbor and Columbia River estuaries, Washington

description: We obtained time series of water levels in tidal channels in the Johns River tributary to the Grays Harbor Estuary (46.88919°N, 123.97209°W) from October 2017 to April 2019 and in the Grays Bay region of the Columbia River Estuary (46.32605°N, 123.65428°W) from October 2020 to August 2021 to determine local tidal datums for nearby tidal wetland research sites. We deployed Hobo pressure sensors in PVC wells and surveyed their elevations using real-time kinematic GPS in the North American Vertical Datum of 1988 (NAVD88). At the Grays Harbor station, the sensor was at -0.160 m NAVD88 and water level was collected every 12 minutes. At the Columbia River station, the sensor was at -0.485 m and water level was collected every 6 minutes. Using NOAA CO-OPS’s on-line “Tidal Analysis Datum Calculator” with the direct method and the NOAA Westport, WA tide gauge (Station 9441102) as the control station, we used 18 months of data to determine tidal datums (in meters relative to NAVD88) at the Grays Harbor site as follows: mean high water = 2.303 and mean higher high water = 2.528. We used the calculator with the standard range ratio method and NOAA’s Astoria tide gauge (station 9439040) as the control station in the Columbia River Estuary to determine tidal datums (in meters relative to NAVD88) for six complete months of water level data as follows: mean lower low water = 0.333, mean low water = 0.570, mean tide level = 1.509, mean high water = 2.448, and mean higher high water = 2.639. The time series also provide water temperatures.
DOI: 10.25573/data.24053118.v1
title: Mapped particles and fractures for MET 00431, 00434, 00435

description: Data associated with Jawin et al., Shaley CM2 carbonaceous chondrites may be analogues for layered boulders on asteroid (101955) Bennu, to be submitted to Meteoritics and Planetary Science.
DOI: 10.25573/data.24053118
title: Mapped particles and fractures for MET 00431, 00434, 00435

description: Data associated with Jawin et al., Shaley CM2 carbonaceous chondrites may be analogues for layered boulders on asteroid (101955) Bennu, to be submitted to Meteoritics and Planetary Science.
DOI: 10.57967/hf/4656
title: wikipedia_quality_wikirank
DOI: 10.15468/dl.ncz7re
title: Occurrence Download

description: A dataset containing 8370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria inermis (Peters, 1867)"
 ]
}

 The dataset includes 8370 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000214-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71894/nhq7-h722
title: Gravity Modeling Environment (GME)

description: The package consists of tools to aid in the fast, flexible, and robust estimation of gravity models using modern, best practices. It offers several distinct advantages over alternative software choices for conducting gravity analysis. First, the package is written in Python, a flexible, powerful, and free programming language that can be readily used on a wide variety of computers with no cost. Second, unlike more general statistical software, which must cater to a broad number of needs, the GME package has been specifically designed to perform gravity analysis well. Third, because the tools are implemented in Python, users have access to an enormous and growing collection of third-party tools to incorporate into and expand their work.

In the current release, the GME package performs Poisson Pseudo-Maximum Likelihood (PPML) estimation at the industry level, including all the necessary diagnostics. The package also includes a set of tools for producing summary statistics and other types of commonly sought descriptive information. The package can save and load estimation results in full or using a space-saving slim results option.