cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48349/asu/idez4p
title: Supporting Data for: Chromium on Mercury: New results from the MESSENGER X-Ray Spectrometer and implications for the innermost planet’s geochemical evolution

description: &lt;p&gt;Research data supporting Chromium on Mercury project and the paper "Chromium on Mercury: New results from the MESSENGER X-Ray Spectrometer and implications for the innermost planet’s Geochemical evolution," in the Journal of Geophysical Research.&lt;/p&gt;

&lt;p&gt;The primary underlying data is archived by &lt;a href="https://pds.nasa.gov"&gt;NASA Planetary Data System (PDS)&lt;/a&gt;. This subset includes additional data (one spreadsheet and eighteen images) not archived by NASA. &lt;/p&gt;

&lt;p&gt;The spreadsheet contains the fitting results for 133 MESSENGER XRS flare spectra reported in Nittler et al. (Chromium on Mercury: New results from the MESSENGER X-Ray Spectrometer and implications for the innermost planet’s geochemical evolution). &lt;/p&gt;

&lt;p&gt;As discussed in the paper, the Cr/Si and Fe/Si ratios are corrected for the phase angle effect. Both corrected, and uncorrected data are provided for Cr/Si. Error bars are one-sigma. Errors are statistical, and systematic error bars may be larger. MXRS data are available from the NASA PDS&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Dataset contains 18 images, 1 spreadsheet - 'crflaredata.csv,' and 1 README documentation file providing the methodology and variable information. Approximately 3 megabytes.&lt;/p&gt;
DOI: 10.48349/asu/pmzyms
title: Supplemental data for Approximations to the Voice of a Cochlear Implant: Explorations With Single-Sided Deaf Listeners
title: The sound of a cochlear implant

description: &lt;p&gt;Single-sided deaf listeners fit with a cochlear implant (CI) were presented a clean signal to their CI ear and then an altered version of the clean signal to their normal hearing ear. The patient was asked to report how the signal to the normal hearing ear needed to be modified to sound like the signal in the CI ear.&lt;/p&gt; 
&lt;p&gt;Two visual files show the test procedure. (mp4)&lt;/p&gt;
&lt;p&gt;The audio files are of matches to CI sound quality. (WAV)&lt;/p&gt;
DOI: 10.48349/asu/ugobni
title: 2023 ASU Polytechnic Arboretum Biodiversity and long-term soil carbon sequestration

description: &lt;p&gt;Soil carbon content measurements dataset from 16 long-term research plots at the ASU Polytechnic Arboretum. As part of Cynthia Sagers's Biology 182 class, measurements are taken annually for ten years. These measurements occurred between February 16th and 17th, 2023. These data were collected as part of a general lab exercise with all 148 students participating. Only data from lab sections for which C. Sagers was present are included. Outlier values (&gt;4.0%) were dropped when calculating the mean. &lt;/p&gt;

&lt;p&gt;Funded by the ASU Sustainability Initiatives Revolving Fund (SIRF), which invests in projects that foster and enable sustainability efforts and provide an economic return on investment. This project seeks to beautify the botanical walk while working towards ASU’s sustainability and carbon neutrality goals. &lt;/p&gt;

File List: &lt;br&gt;
&lt;ol&gt;&lt;li&gt;[Arboretum Soils Data.tab] Contains results from Year 1 of arboretum soil sample processing.&lt;/li&gt;
&lt;li&gt;[ABS 550 Soils Methods.docx] Methods provided to BIO 182 students for soil processing.&lt;/li&gt;
&lt;li&gt;Arboretum_plots.pdf] Map of arboretum plot boundaries.&lt;/li&gt;&lt;/ol&gt;
DOI: 10.48349/asu/rvhf83
title: Lucy Terminal Tracking Camera (TTCam) Pre-flight Calibration Data

description: &lt;p&gt;This dataset contains an archive of pre-flight calibration data for the Terminal Tracking Camera (TTCam) imaging system on the &lt;a href="https://www.nasa.gov/mission_pages/lucy/overview/index"&gt;NASA Lucy Discovery mission&lt;/a&gt; to explore the Trojan asteroids of Jupiter. Dr. Hal Levison from the &lt;a href="https://www.boulder.swri.edu/"&gt;Southwest Research Institute in Boulder, CO&lt;/a&gt;, is the PI of the Lucy mission, and Professor Jim Bell from ASU is a Co-I and the Investigation Scientist for the Lucy TTCam instruments.&lt;/p&gt;

&lt;p&gt;Managed by the Southwest Research Institute (SWRI) in Boulder, CO. and funded by NASA. Bell's ASU contribution to the mission is funded via a subcontract from SWRI with ASU grant number GR21824 and ASU School of Earth and Space Exploration Cost Center number CC0497.&lt;/p&gt;
description: See the document "00_TTCam_ASU_Archive_Guide.pdf" for details on the files contained in this archive. Average file size: 4 megabytes (MBytes); Number: approximately 15,000; Total storage: about 30 gigabytes (GBytes)
DOI: 10.48349/asu/8go4n0
title: Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles

description: &lt;p&gt;Revealed Preference Survey of FCV Buyers in California.&lt;/p&gt;

&lt;p&gt;Survey of hydrogen fuel cell vehicle owners in California about the locations of the hydrogen stations they intended to use when they purchased their vehicle, and how their usage of particular stations changed over time. The data was analyzed to understand how buyers evaluated the sufficiency of an early and sparse network of stations in deciding whether to purchase a vehicle.&lt;/p&gt;
DOI: 10.48349/asu/c1cwx9
title: Replication Data for: Changing the default meal option at university events to reduce harmful environmental impacts: six randomized controlled trials
title: Plant-based defaults

description: &lt;p&gt;This dataset supports "Changing the default meal option at university events to reduce harmful environmental impacts: six randomized controlled trials," and includes de-identified information on the meal choices of participants at six events held across four academic institutions. The data include age, gender, education, job title, and meal choice (either plant-based or a meal with meat) from 363 event attendees. &lt;/p&gt;

&lt;p&gt;This dataset includes the CSV spreadsheet, Stata analytical code that generated the manuscript tables and figures, survey instrument, and related documentation.&lt;/p&gt;
description: Stata/MP, 16.1
DOI: 10.48349/asu/vpdvdb
title: Replication Data for: Characterization of human extreme heat exposure using an outdoor thermal manikin

description: This dataset provides information for outdoor experiments from summer 2023 on convection and radiation measurements using ANDI, the thermal manikin. Heat transfer coefficients for all 35 manikin zones as well as grouped by anatomical zones (e.g., thigh) with relevant wind conditions are available. Programs for calculation on the heat transfer coefficients, turbulence variables (intensity and length scale) and example data set are also provided.
description: Matlab
description: Please note when downloading the input file "Input file 2023_07_20" make sure to download it in its original format (.xlsx) so that it can work with the associated script. The repository automatically converts tabular data to a tab format, which will not work with the current script.
DOI: 10.48349/asu/f9i9md
title: Phoenix Metro Parking Space Infrastructure Inventory

description: A parking inventory for metropolitan Phoenix, Arizona, USA is developed by cross-referencing geospatial cadastral and roadway data with minimum parking requirements. Historical growth of parking is also estimated by linking year of property development to required off-street and nearby on-street parking spaces. As of 2017, we estimate that there were 12.2 million parking spaces in the metropolitan region with 4.04 million inhabitants, 2.86 million registered personal vehicles, and 1.84 million jobs. Growth of parking in metro Phoenix has also been significant; since 1960, 10.9 million spaces have been added to the region compared to a population growth of 3.41 million, vehicle fleet growth of 2.63 million, and employment growth of 1.56 million jobs. Since the 2008 recession, parking growth in metro Phoenix has significantly slowed, but continued urban growth combined with substantial minimum parking requirements may promote more parking infrastructure than is needed.
description: R
description: QGIS
description: The file phx-parking-parcel-noaddress.csv includes more than one million rows, which prevents Excel or similar spreadsheet programs from displaying all rows simultaneously. As a CSV file, it can be opened as a text file or analyzed using database or statistical software.
DOI: 10.48349/asu/7dcwik
title: Replication Data for: Breeding bird response to adaptive multi-paddock and continuous grazing practices in Southeastern United States

description: The dataset consists of survey data results for multiple unlimited distance, single observer point count breeding bird surveys at ten selected ranches over two consecutive years. The methods selected and the time intervals used to collect the data are arranged in a manner that is consistent with many state, federal, and international protocols for bird population data collection with the expressed intention of allowing flexibility/usability in comparison with other studies. The data rows are unique observations, and the columns are the varying metrics (ex. species, taxonomic order, location, date, time, distance, direction, abundance, behavior, etc.). Additionally, a custom R package for analyzing effective detection radii per species was developed and the script is provided. Review of the data will require Microsoft Excel and analysis/review of the statistical analyses will require R (Version 4.3.1). It is anticipated that other researchers studying breeding bird population dynamics within working lands and/or grasslands in the southeastern USA might be able to compare or include these data into larger studies.
description: R, 4.3.1
description: Microsoft Excel
description: Please note when downloading the original bird data "Final Data for Analysis_11-6-23" make sure to download in the original format (.csv) so that it can work with the associated r script. The repository automatically converts tabular data to a tab format, which will not work with the current script.
DOI: 10.48349/asu/f8eq0y
title: Los Angeles County Parking Space Infrastructure Inventory

description: Replication data for the 2015 article "Parking Infrastructure: A Constraint on or Opportunity for Urban Redevelopment? A Study of Los Angeles County Parking Supply and Growth." We estimate how parking has grown in Los Angeles County from 1950 to 2010. We find that since 1975 the ratio of residential offstreet parking spaces to automobiles in Los Angeles County is close to 1.0 and the greatest density of parking spaces is in the urban core while most new growth in parking occurs outside of the core. 14% of incorporated land in Los Angeles County is committed to parking. Uncertainty in our space inventory is attributed to our building growth model, onstreet space length, and the assumption that parking spaces were created as per the requirements.
DOI: 10.48349/asu/ev2gtf
title: San Francisco Bay Area Parking Space Inventory

description: The San Francisco Bay Area is one of the most progressive transportation regions in the deployment of high-capacity transit and the use of policies to encourage active transportation. Yet, there remains a dearth of knowledge on the abundance and location of parking infrastructure. The extent and location of parking supply, including on-street and off-street spaces, are estimated for the nine-county Bay Area by creating a federated database that joins land use, transportation, parcel, building, and parking code layers to estimate the number and characteristics of parking spaces at the census block scale. This bottom-up parking space inventory results in an estimated 15 million parking spaces in the region: 8.6 million on-street and 6.4 million off-street. Residential parking dominates the share of supply at 70%, followed by commercial at 9.4%. Space density is greatest in downtown San Francisco, Oakland, and San Jose—largely attributed to high-rise structures. On-street parking is dominant in the North Bay, commanding 78% of total parking in Napa, 75% in Solano, 68% in Sonoma, and 67% in Marin County. Parking area constitutes 7.9% of the total incorporated area. Notably, when compared to other southwest cities (Phoenix Metropolitan Area and Los Angeles County), the Bay Area parking supply appears better utilized considering spaces per person, per car, and per job. The density and quantity of parking spaces in the Bay Area are critical insights toward developing targeted policies that encourage active mobility and support affordable housing.
description: Parking
description: ArcGIS
DOI: 10.48349/asu/oibsrw
title: Current and Future Post-fire Debris Flow Risk and Roadway Vulnerability in California

description: The data are project results for current and future post-fire debris flow assessment of the state of California. The project model was developed largely in 2019-2020 using current and future fire and precipitation data from CalAdapt, USGS watershed geography and geologic characteristics, and roadway data, all publicly available. The work was initially published by UCLA as a technical report (2020) and later refined and published as a journal article (2023).
description: Python
description: ArcGIS
description: Climate and Infrastructure
DOI: 10.48349/asu/pp71z5
title: Replication Data for: Raman thermometry for temperature assessment of inorganic transformations under microwave heating

description: &lt;p&gt;Replication data for the manuscript titled "Raman thermometry for temperature assessment of inorganic transformations under microwave heating" for submission to the Journal of Raman Spectroscopy. The raw experimental data and MATLAB (R2024) scripts for analysis are included for verification of the studies conclusions. TOPAS 6 (Bruker) has been used to process the data.&lt;/p&gt;
&lt;p&gt;Dataset contains 31 delimited data files (.csv), 1 text file (.txt), 2 MATLAB live scripts, and 2 MATLAB functions.&lt;/p&gt;
&lt;p&gt;See README for additional information.&lt;/p&gt;
description: MATLAB, 2024A
description: TOPAS, 6
DOI: 10.5281/zenodo.14723174
title: Global Defense Navigation Market 2025 To 2034

description: Defense Navigation Market Size, Trends and Insights By Platform Type (Airborne platform, Naval platform, Land platform), By Application (Navy (Ship, Boat, Underwater vehicles), Airforce, Military), By Technology (Fiber optic gyro navigation system, Ring laser gyro navigation system, Mechanical navigation system, Hemispherical resonator gyro navigation system, Micromechanical systems based navigation system, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Defense Navigation Market size was valued at USD 291,692.44 Million in 2025 and is expected to reach USD 523,766.48 Million by 2034 at a CAGR of 6.72% from 2025 – 2034.

Defense navigation systems play a significant role in improving the operational efficiency and safety of the military forces. Defense navigation systems include various components such as ships, submarines, aircraft and land vehicles.

Defense navigation systems provide critical capabilities such as precise positioning, navigation, and timing required to conduct missions in various environments from land, sea, air, and space, helping military forces operate precisely in challenging conditions.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61205
DOI: 10.5281/zenodo.14723175
title: Global Defense Navigation Market 2025 To 2034

description: Defense Navigation Market Size, Trends and Insights By Platform Type (Airborne platform, Naval platform, Land platform), By Application (Navy (Ship, Boat, Underwater vehicles), Airforce, Military), By Technology (Fiber optic gyro navigation system, Ring laser gyro navigation system, Mechanical navigation system, Hemispherical resonator gyro navigation system, Micromechanical systems based navigation system, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Defense Navigation Market size was valued at USD 291,692.44 Million in 2025 and is expected to reach USD 523,766.48 Million by 2034 at a CAGR of 6.72% from 2025 – 2034.

Defense navigation systems play a significant role in improving the operational efficiency and safety of the military forces. Defense navigation systems include various components such as ships, submarines, aircraft and land vehicles.

Defense navigation systems provide critical capabilities such as precise positioning, navigation, and timing required to conduct missions in various environments from land, sea, air, and space, helping military forces operate precisely in challenging conditions.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61205
DOI: 10.5519/qd.69efd6k7
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (137 records)
DOI: 10.6084/m9.figshare.28261745
title: Pramanik et al. 2025_ Supplementary Data and Tables

description: The study investigates the influence of basal media composition and amino acid supplementation on the morphological development and metabolic profiling of <i>Alocasia cuprea</i> callus cultures. The primary objective was to evaluate how specific media and amino acids affect callus proliferation, differentiation, and bioactive metabolite production. The morphological development and metabolic changes in <i>Alocasia cuprea</i><i> </i>callus cultures induced by basal media and amino acid supplementation are discussed. The medium composition strongly affected callus proliferation and differentiation: compact organogenic callus was induced in TB9 [Murasighe and Skoog medium (MS) with the addition of 2 mg/l thidiazuron (TDZ) and 1 mg/l 6-benzyl amino purine (BAP)], whereas IA9 [MS supplemented with 2 mg/l TDZ and 1 mg/l 2,4-D] induced embryogenic callus with a distinct morphology. Among amino acids, L-arginine, in combination with TB9, gave maximum biomass and shoot initiation, while L-cysteine supported embryogenesis on IA9 but inhibited shoot development.Metabolic profiling through GC-MS performed significant differences in the production of bioactive compounds. Treatment IA9 induced diversity in metabolites produced in comparison to TB9. Such key compounds were squalene, which was highly produced in TB9 with L-asparagine, whereas IA9 was dominated by octadecadienoic acid. PCA and heatmap clustering highlighted the activation of targeted biosynthetic pathways by specific culture conditions, supportingthe production of desirable bioactive compounds. The heatmap also revealed the similarities in bioactive compound profiles among specific callus samples. Among the bioactive metabolites, the identification of squalene is particularly notable for its commercial applications. Future studies should explore genetic and metabolic engineering approaches to enhance the biosynthesis of high-value metabolites.
DOI: 10.6084/m9.figshare.28261745.v1
title: Pramanik et al. 2025_ Supplementary Data and Tables

description: The study investigates the influence of basal media composition and amino acid supplementation on the morphological development and metabolic profiling of <i>Alocasia cuprea</i> callus cultures. The primary objective was to evaluate how specific media and amino acids affect callus proliferation, differentiation, and bioactive metabolite production. The morphological development and metabolic changes in <i>Alocasia cuprea</i><i> </i>callus cultures induced by basal media and amino acid supplementation are discussed. The medium composition strongly affected callus proliferation and differentiation: compact organogenic callus was induced in TB9 [Murasighe and Skoog medium (MS) with the addition of 2 mg/l thidiazuron (TDZ) and 1 mg/l 6-benzyl amino purine (BAP)], whereas IA9 [MS supplemented with 2 mg/l TDZ and 1 mg/l 2,4-D] induced embryogenic callus with a distinct morphology. Among amino acids, L-arginine, in combination with TB9, gave maximum biomass and shoot initiation, while L-cysteine supported embryogenesis on IA9 but inhibited shoot development.Metabolic profiling through GC-MS performed significant differences in the production of bioactive compounds. Treatment IA9 induced diversity in metabolites produced in comparison to TB9. Such key compounds were squalene, which was highly produced in TB9 with L-asparagine, whereas IA9 was dominated by octadecadienoic acid. PCA and heatmap clustering highlighted the activation of targeted biosynthetic pathways by specific culture conditions, supportingthe production of desirable bioactive compounds. The heatmap also revealed the similarities in bioactive compound profiles among specific callus samples. Among the bioactive metabolites, the identification of squalene is particularly notable for its commercial applications. Future studies should explore genetic and metabolic engineering approaches to enhance the biosynthesis of high-value metabolites.
DOI: 10.5281/zenodo.14723209
title: Dataset Cotarelo et al 2021
DOI: 10.5281/zenodo.14723210
title: Dataset Cotarelo et al 2021
DOI: 10.15468/dl.ewdxs8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year 2018-2020",
 "Geometry POLYGON((-0.60768 51.04729,0.28908 51.04729,0.28908 51.3549,-0.60768 51.3549,-0.60768 51.04729))",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is All taxa records for Leicestershire and Rutland",
 "DatasetKey is Miscellaneous records held on the Cofnod database",
 "DatasetKey is Manx Biological Recording Partnership UNVERIFIED Isle of Man records between 14/02/2017 and 05/09/2019",
 "DatasetKey is HBRG Insects Dataset Vol 1",
 "DatasetKey is Invertebrate records from sites that are mainly across Scotland",
 "DatasetKey is Casual records for Scottish Wildlife Trust reserves - Verified data",
 "DatasetKey is Insects, Outer Hebrides",
 "DatasetKey is Woodmeadow Invertebrate Survey 2018",
 "DatasetKey is BRERC species records from all years at full resolution excluding Notable Species within the last 10 years"
 ]
 },
 "TaxonKey is Bombus Latreille, 1802"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066647-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zzrso
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia puberulanthera C.DC."
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036274-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xuds8
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-131.17514 -34.87006,3.17514 -34.87006,3.17514 18.87006,-131.17514 18.87006,-131.17514 -34.87006))",
 "HasCoordinate is true",
 "TaxonKey is Caluromys lanatus (Olfers, 1818)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 4 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075812-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.