cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57830/2314692
title: Field data for the Vegetation Mapping Inventory Project of Vicksburg National Military Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Vicksburg National Military Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314694
title: Field data for the Vegetation Mapping Inventory Project of Voyageurs National Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Voyageurs National Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314695
title: Field data for the Vegetation Mapping Inventory Project of Washita Battlefield National Historic Site - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Washita Battlefield National Historic Site.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57783/rghc-n210
title: LibreChat
DOI: 10.24373/pdsp-489
title: Data Cycle Change Results, PEDSnet Database (2025-07)

description: 1. **Homogeneous changes**: The overall changes observed from the previous data cycle (database version 5.7) are largely homogeneous, with nearly zero proportional change between cycles. 2. **Threshold violations**: Seventeen threshold violations were flagged in this data cycle. These violations indicate changes in count between data submissions that exceed acceptable limits. 3. **Domain-specific issues**: The threshold violations are specific to certain domains, such as Immunization, ADT, Device Exposure, and Drug Exposure. 4. **Negative proportional change**: There is a significant negative proportional change (-80%) observed in the Immunization domain data from a single site. 5. **Positive proportional changes**: Positive proportional changes are observed in ADT data from multiple sites (ranging from 18% to 23%). 6. **Maximum acceptable changes**: The maximum acceptable changes for these domains are -5% and 15%, respectively. In summary, the data quality results indicate that there are some concerns regarding changes in count between data submissions, particularly in certain domains such as Immunization and ADT. These threshold violations may require further investigation to ensure the accuracy and integrity of the data.
description: This network analysis highlights any significant differences in site data between the version 5.7 and 5.8 data cycles with respect to several domains of interest. This involves both total row counts as well as total patient counts. All PEDSnet sites as of July 2025 were analyzed, but site names have been anonymized in this report.
description: The coordinating center has followed up with the flagged sites to remediate the threshold violations for the next data cycle.
DOI: 10.21227/w3ec-br30
title: "NTUST-IB811 Wrist Vein Database"

description: "The NTUST-IB811 Wrist Vein Database was collected and organized by researchers at the National Taiwan University of Science and Technology (NTUST) for academic research purposes. The database comprises 2,400 images collected from 60 individuals (ages 22 to 50, both male and female), each contributing images of both left and right wrists, captured 10 times per wrist during two separate sessions."
DOI: 10.15468/dl.3w8gbz
title: Occurrence Download

description: A dataset containing 2142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((133.14568 14.65567,163.17201 42.27988,125.27908 39.30541,99.72163 31.50917,76.13829 34.83758,63.69917 19.4468,77.40329 0.36643,111.76668 -15.42304,134.27042 -9.29462,160.13643 -13.44929,159.20671 7.6685,133.14568 14.65567))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Wahlenbergia marginata"
 ]
}

 The dataset includes 2142 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029789-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sqjhw
title: Occurrence Download

description: A dataset containing 126303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Svalbard and Jan Mayen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 126303 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029778-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16543947
title: Data - Standardization of Quantitative Plaque-Based Viral Assays for Orthoflavivirus Cacipacoré

description: This dataset contains the raw and processed data generated for the study “Standardization of Quantitative Plaque-Based Viral Assays for Orthoflavivirus Cacipacoré.” It includes plaque assay images, titration values, replication curves, and quantitative analyses used to establish optimal conditions for reliable and reproducible viral quantification of Cacipacoré virus (CPCV). The files document key experimental parameters such as cell lines, viral inputs, overlay compositions, incubation times, and fixation/staining protocols. These data support the methodological standardization described in the manuscript and enable full transparency, reproducibility, and secondary analysis of CPCV plaque-based assays.
DOI: 10.5281/zenodo.16543946
title: Data - Standardization of Quantitative Plaque-Based Viral Assays for Orthoflavivirus Cacipacoré

description: This dataset contains the raw and processed data generated for the study “Standardization of Quantitative Plaque-Based Viral Assays for Orthoflavivirus Cacipacoré.” It includes plaque assay images, titration values, replication curves, and quantitative analyses used to establish optimal conditions for reliable and reproducible viral quantification of Cacipacoré virus (CPCV). The files document key experimental parameters such as cell lines, viral inputs, overlay compositions, incubation times, and fixation/staining protocols. These data support the methodological standardization described in the manuscript and enable full transparency, reproducibility, and secondary analysis of CPCV plaque-based assays.
DOI: 10.15468/dl.saxygh
title: Occurrence Download

description: A dataset containing 34256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 34256 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029790-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcvppz
title: Occurrence Download

description: A dataset containing 875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicranostigma"
 ]
}

 The dataset includes 875 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029792-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2314696
title: Field data for the Vegetation Mapping Inventory Project of Walnut Canyon National Monument - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Walnut Canyon National Monument.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314697
title: Field data for the Vegetation Mapping Inventory Project of War in the Pacific National Historical Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of War in the Pacific National Historical Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57748/v125-bj79
title: People Cities and Nature 2023 fungal aerobiomes from urban forest restoration
DOI: 10.15468/dl.r4sfks
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera heteresthes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 627 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029794-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmsa4w
title: Occurrence Download

description: A dataset containing 4757213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 4757213 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029777-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u544w
title: Occurrence Download

description: A dataset containing 373442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-128.56403 23.15777,-66.60546 23.15777,-66.60546 51.4608,-128.56403 51.4608,-128.56403 23.15777))",
 "HasGeospatialIssue is false",
 "TaxonKey is Columbiformes"
 ]
}

 The dataset includes 373442 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029787-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57748/z177-yh71
title: People Cities and Nature 2023 lizard-soil exposure microbiomes from urban forest restoration
DOI: 10.57830/2314698
title: Field data for the Vegetation Mapping Inventory Project of Weir Farm National Historical Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Weir Farm National Historical Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314701
title: Field data for the Vegetation Mapping Inventory Project of White Sands National Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of White Sands National Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.15468/dl.8rqnru
title: Occurrence Download

description: A dataset containing 253332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Slovenia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 253332 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029782-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf8vzx
title: Occurrence Download

description: A dataset listing the 9908 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.86673 18.56716,-103.40313 18.15323,-102.16134 17.84692,-101.9461 18.03733,-101.66462 18.23602,-101.25069 18.44298,-100.85332 18.32708,-100.63808 18.26085,-100.29037 18.8983,-99.96751 19.92485,-100.21587 20.42157,-100.69603 20.14838,-101.16791 20.30567,-102.16134 20.4878,-102.67461 20.31395,-103.16305 20.13182,-102.88158 19.52748,-103.05543 19.25429,-103.37002 19.20461,-103.64321 18.98109,-103.86673 18.56716))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1980-2025"
 ]
}

 The dataset's 9908 records were derived from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049169-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw2xw3
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049185-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.772s2y
title: Occurrence Download

description: A dataset containing 2682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Quercus arizonica Sarg.)"
 ]
}

 The dataset includes 2682 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007085-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ocslgr
title: Extracted Data From: Energy Savings and Impacts Scenario Tool (ESIST)

description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.
&lt;br/&gt;&lt;br/&gt;
If you have questions about the underlying data stored here, please contact ESIST at esist@epa.gov. If you have questions or recommendations related to this metadata entry and extracted data, please contact the CAFE Data Management team at: climatecafe@bu.edu.
&lt;blockquote&gt;
The Energy Savings and Impacts Scenario Tool (ESIST) Version 1.2 is a customizable and transparent Excel-based planning tool for analyzing the energy savings and costs from customer-funded energy efficiency programs and their impacts on emissions and public health. ESIST enables users to develop, explore, and share energy efficiency scenarios between 2010 and 2045.
&lt;br/&gt;&lt;br/&gt;
ESIST users first select a study area based on states, utility types, specific utilities, or different customer sectors within a utility. Users can adjust inputs, including electricity sales growth forecasts, energy efficiency savings goals, program budgets, savings expiration schedules, discount rates, and first-year costs. The tool allows users to compare levels of energy efficiency savings, annual costs, and levelized costs of saved energy. ESIST users can then estimate multiple benefits that could result from the user-generated energy efficiency scenario—including avoided emissions, public health benefits, peak demand impacts, and energy burden reductions—and review customer demographic data.
&lt;br/&gt;&lt;br/&gt;
ESIST focuses primarily on energy efficiency savings in the electricity sector. The ESIST: Pilot Gas Version 1.2 is focused on natural gas savings from energy efficiency or other gas-saving measures in the in the residential and commercial sectors. 
&lt;/blockquote&gt;
&lt;br /&gt;
[Quote from: &lt;a href="https://www.epa.gov/statelocalenergy/energy-savings-and-impacts-scenario-tool-esist#About"&gt;https://www.epa.gov/statelocalenergy/energy-savings-and-impacts-scenario-tool-esist#About&lt;/a&gt;]
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

Energy Savings and Impacts Scenario Tool (ESIST) data was downloaded by Kevin Hsu on 2025-05-12.
description: Energy Resources for State, Local, and Tribal Governments
description: Terms and conditions were captured directly from EPA and are pasted below:
<br>
"The U.S. Government retains a nonexclusive, royalty-free license to publish or 
reproduce these documents, or allow others to do so, for U.S. Government purposes. These documents may be freely distributed and used for non-commercial, scientific and educational purposes. Commercial use of the documents available from the EPA websites may be protected under the U.S. and Foreign Copyright Laws. Individual documents on the EPA website may have different copyright conditions, and that will be noted in those documents."
DOI: 10.17603/ds2-fv3w-qj50
title: Experimental Testing of RC Shear Wall Seismic Retrofit Using Selective Weakening, Self-Centering and Ultra High Performance Concrete
title: in Seismic Retrofit of Deficient RC Shear Walls using Selective Weakening and Self-Centering-(Foundation Retrofit)

description: The proposed retrofit scheme for pre-1970s non-ductile RC shear wall was investigated by using pseudo-static reverse cyclic loading protocol. Based on the measured results and test observations, the retrofitted walls showed excellent self-centering and minimized damage compared to the benchmark wall.
description: As part of project funded by National Science Foundation (NSF), we investigated a retrofit solution for non-ductile RC shear walls, which involves converting traditional cast-in-place shear walls into rocking walls through selective weakening and self-centering. Laboratory tests were performed to validate the retrofit concept on a benchmark wall specimen designed to pre 1970s standards. Observations from the test showed minimized damage and excellent re-centering in the retrofitted wall. Additional testing was carried out to verify a novel anchorage scheme for post-tensioning elements, required to implement the proposed retrofit. Ultra-High-Performance Concrete (UHPC) was judiciously used to minimize damage and optimize the retrofit process.
DOI: 10.17603/ds2-shw2-mr11
title: Undergraduate Research Experience (REU), NHERI 2019: Configuring a Dynamic Data Acquisition System to Collect Ambient and Forced Vibration Response Data from a Steel Frame Building

description: Under the guidance of Dr. Ozgur Ozcelik, this research project focused on the configuration of a dynamic data acquisition to collect data that will be used in future system identification. The purpose of this paper is to study the type of equipment that goes into collecting all the invaluable data. In order to see if the data acquisition system was successful, it was deployed onto a steel frame specimen, where an ambient and white noise test were performed.
DOI: 10.17603/ds2-z6ze-s092
title: Acceleration Response of Nearby Buildings During Controlled Imposion - December 22, 2017
title: in Response of Adjacent Buildings to Blast and Collapse Induced Ground Motions

description: Three nearby buildings were monitored in the field during the controlled implosion of two twin 13-story reinforced concrete buildings. Accelerometer recordings are available at the ground level and roof level of the three buildings. Due to the unique controlled implosion, there are distinct responses of the building to blast loads and to the collapse of the buildings. The building responses can be reused for any research purpose, but it may have particular application to: existing or old construction response to dynamic loads; soil-structure interaction; structure-soil-structure interaction; and impacts of collapse.
description: Three structures were monitored during a nearby controlled implosion of two 13-story reinforced concrete buildings. The controlled implosion included localized blasts on alternate floor levels, which initiated the progressive collapse of the buildings. Instrumentation was placed throughout the three nearby structures as well as at the ground level, which recorded a peak ground acceleration of 0.077 g and peak particle velocity of 16.3 mm/s. The controlled implosion yielded two distinct ground motions, which were separated by approximately 1.5 s temporal gap, where one ground motion was due to the localized blasts within the buildings and the other due to the progressive collapse of the buildings. The finite time gap between the two ground motions is attributed to the re-distribution of loads within the two 13-story structures before the onset of progressive collapse. The free-field acceleration recordings (in units of g) and the roof-level building responses (in units of g) are provided in this experimental dataset for research purposes.
DOI: 10.17603/ds2-5xvz-5p55
title: Dynamic and static tests
title: in The experimental data and time series of Damping capability enhancement of the polyurethane seismic isolation  device for HV post insulators and its numerical evaluation in the 2023 Kahramanmaraş, Türkiye Earthquake Sequence

description: This study focuses on improving the earthquake performance of high-voltage (HV) porcelain insulators using a cost-effective seismic isolation device with polyurethane springs. By integrating a supplementary steel damper mechanism, the device's damping properties were enhanced. Extensive testing and analysis showed that this enhanced isolation system significantly improved the insulators' resilience during the February 6th, 2023, Kahramanmaraş Earthquakes (M7.7 Pazarcık and M7.6 Elbistan).
description: To assess the impact of the Supplementary Steel Dampers (SSDs) on the hysteretic behavior of the Polyurethane Seismic Isolation Device (PSID), quasi-static tests were conducted. These tests evaluated both the original PSID and the modified version, which was equipped with four SSDs positioned at 90-degree intervals. Two SSDs were aligned with the direction of motion, while the remaining two were placed along the neutral axis.
A series of shake table tests were carried out on a 550 kV high-voltage (HV) porcelain post-insulator system, including its steel support structure. This system features three insulator posts, each with different lengths: 1.2 meters, 1.3 meters, and 1.5 meters from the bottom to the top. Their respective weights are 1.67 kN, 1.31 kN, and 1.14 kN. To assess the effectiveness of seismic isolation, a specialized isolation device was strategically placed between the porcelain insulators and the steel truss.