cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7274/28557770.v1
title: A Radio Frequency Polarimetry Sensor for Aircraft Engine Health Monitoring

description: RF sensors are a non-contact technology that have the potential to provide on-wing aircraft engine health information. The RF sensor response to rotor whirl and compressor blade vibration was investigated through a series of experiments. Data processing methods involving neural networks were used to separate the desired RF response from the unwanted response.

The RF sensor response to whirl was experimentally investigated through static offset and rotor whirl tests. Static offset experiments showed a one-to-one invertible mapping between the rotor shaft location and the RF polarimetry data. A simple, multi-layer neural network was successfully used to perform a regression analysis to find this mapping. This work also showed that the RF sensors are sensitive to rotor whirl shape and size. Since the rotor shaft traces an ellipse once per revolution during rotor whirl, whirl was anticipated to be directly related to a once-per-revolution response in the RF signal. The RF signal was pre-conditioned by computing the variance of the RF signal at shaft rotational frequency. This pre-conditioned data was fed into a simple, multi-layer neural network. The neural network was able to predict the whirl major and minor axes lengths. 

The RF sensor response to rotor rotation and blade vibration was experimentally investigated. The experiments showed that the RF sensors are sensitive to blade vibration for synchronous and asynchronous vibrations. A model of amplitude and frequency modulation was formulated in order to describe the RF sensor response to rotor rotation and blade vibration. It follows from this model that amplitude and frequency modulation causes a large number of asymmetrical sidebands to appear around the RF tone, and that the blade vibration response is in these sidebands. The RF results were consistent with this model. Data from the RF sensors were pre-conditioned based on the model of amplitude and frequency modulation and used as an input into a simple, multi-layer neural network. The neural network regression algorithm was successfully able to predict the blade vibration deflection by nodal diameter.
DOI: 10.17632/273p5pc7hd.1
title: Dataset on the Influence Of Digital Literacy On Intention to Use Investment Applications in Generation Z: A Case Study on Financial Products

description: This dataset contains responses from a survey analyzing the impact of digital literacy on Generation Z’s intention to invest in financial products through investment applications. The data includes key variables such as digital literacy levels, investment awareness, behavioral intention, perceived ease of use, perceived risk, and demographic factors. The study aims to identify the extent to which digital literacy influences financial decision-making among young investors and how technology adoption plays a role in shaping their investment behavior.

The dataset is structured to support statistical analysis, hypothesis testing, and predictive modeling, making it valuable for academic research, business insights, and financial technology development.
DOI: 10.17632/82bvvz2gbn.1
title: Multi-scenario network performance dataset

description: We utilized GenNP to generate a network performance simulation dataset comprising 10,000 samples. This dataset encompasses two scenarios: normal operation and fault conditions. To simulate diverse scenarios, we randomly sampled feasible values of configuration parameters. Detailed information about the configuration parameters of the network performance simulation dataset can be found at http://ssrn.com/abstract=4968394 or https://doi.org/10.1016/j.comnet.2025.111209.
It is worth noting that, given the large number of controllable variables, the scope of potential scenarios is very broad. Therefore, to ensure comprehensive spatial coverage within this dataset, the time granularity for sampling network performance outputs was uniformly set to one-second intervals.
DOI: 10.15468/dl.ge67g3
title: Occurrence Download

description: A dataset containing 22553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calopteryx xanthostoma (Charpentier, 1825)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22553 records from 519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015163-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22003/xfel.eu-data-007699-00
title: IMAX LASER - Integrated Multimodal Analysis & XFEL: Laser Ablation Surgery Efficacy Research
DOI: 10.22003/xfel.eu-data-009117-00
title: HERCULES 2025 - Group A1
DOI: 10.22003/xfel.eu-data-009136-00
title: HERCULES 2025 - Group A1 (derived from 9117)
DOI: 10.22003/xfel.eu-data-009056-00
title: High-throughput fixed target SFX for pharmaceutical screening
DOI: 10.22003/xfel.eu-data-009197-00
title: High energy resolution fluorescence detected XAS on Nb and Mo oxides
DOI: 10.15468/dl.ahjdff
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is CAN.4.4.28_1"
 ]
}

 The dataset includes 359 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001011-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqz4pd
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus gravesii Sudw."
 ]
}

 The dataset includes 522 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189081-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reykop
title: Occurrence Download

description: A dataset containing 80856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Anillamiento SEO_Bird ringing",
 "TaxonKey is Accipitridae"
 ]
}

 The dataset includes 80856 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030515-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fvhkg
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hydroides dianthus (Verrill, 1873))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 329 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046529-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oltm9v
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon ruhstrati (Fischer, 1886)"
 ]
}

 The dataset includes 74 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030516-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzpcb8
title: Occurrence Download

description: A dataset containing 40614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphonia chlorotica (Linnaeus, 1766)"
 ]
}

 The dataset includes 40614 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193211-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es4m6f
title: Occurrence Download

description: A dataset containing 1937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver nudicaule L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1937 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000519-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjhq93
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus arkansana Sarg."
 ]
}

 The dataset includes 522 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189086-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o5aepa
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus campbelli Bryson Jr, Linkem, Dorcas, Lathrop, Jones, Alvarado-Díaz, Grünwald & Murphy, 2014"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030516-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkhzrh
title: Occurrence Download

description: A dataset containing 1130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Patagioenas oenops (Salvin, 1895)"
 ]
}

 The dataset includes 1130 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003590-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.654xme
title: Occurrence Download

description: A dataset containing 5084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is United States of America",
 "Geometry POLYGON((-125.06836 32.08008,-61.43555 32.08008,-61.43555 48.42773,-125.06836 48.42773,-125.06836 32.08008))",
 "TaxonKey is Cirsium arvense (L.) Scop."
 ]
}

 The dataset includes 5084 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212835-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a54kwv
title: Occurrence Download

description: A dataset containing 4183331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Year 2015-2019"
 ]
}

 The dataset includes 4183331 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030516-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es6ca8
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de anfibios - Museo de Herpetología de la Universidad de Antioquia",
 "TaxonKey is Bolitoglossa Duméril, Bibron & Duméril, 1854"
 ]
}

 The dataset includes 377 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001005-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh9jr3
title: Occurrence Download

description: A dataset containing 143140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Year is 1992",
 "Country is Brazil"
 ]
}

 The dataset includes 143140 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173653-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xo5nxf
title: Occurrence Download

description: A dataset containing 2356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "Geometry POLYGON((31.88782 -24.13673,31.78894 -24.62704,32.01965 -26.55905,32.3822 -26.59835,32.25037 -24.36711,31.88782 -24.13673))",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2356 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030517-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwkmuw
title: Occurrence Download

description: A dataset containing 8122 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Elevation 950-2500m",
 "GadmGid is one of (COL.2.115_2)",
 "StateProvince is one of (antioquia)"
 ]
 }
 ]
}

 The dataset includes 8122 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001004-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpsyrr
title: Occurrence Download

description: A dataset containing 114375 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish Butterfly Monitoring Scheme (SeBMS)"
 ]
}

 The dataset includes 114375 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224672-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvun9v
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus culminatus Klauber, 1952"
 ]
}

 The dataset includes 73 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030517-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rze8ts
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver laevigatum M.Bieb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000538-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8shz2y
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "TaxonKey is Cassytha filiformis L."
 ]
}

 The dataset includes 109 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173652-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwhsz3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((87.97852 42.27539,100.98633 -15.55664,135.79102 2.72461,134.56055 42.09961,87.97852 42.27539))",
 "TaxonKey is Balaenoptera physalus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030517-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p7nqq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Justicia angustibracteata Leonard"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002741-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2ufaf
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Traumatomutilla indica (Linnaeus, 1758)"
 ]
}

 The dataset includes 142 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193231-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfiaue
title: Occurrence Download

description: A dataset containing 2389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Actias Leach, 1815",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2389 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030518-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je7rfq
title: Occurrence Download

description: A dataset containing 15910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gratiola officinalis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15910 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001017-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbvdgk
title: Occurrence Download

description: A dataset containing 5389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nomonyx dominicus (Linnaeus, 1766)"
 ]
}

 The dataset includes 5389 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030518-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-24741
title: Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.m8fhoy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia hammelii H.Luther"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-24714
title: Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19

description: LAPD Records - Reviews / summaries of officers involved in civil litigation cases, binder 2, 1991 June 12-19. PART OF A SERIES: Latham & Watkins researched a total of 83 civil litigation cases brought against the LAPD pertaining to excessive force and/or improper tactics to ascertain whether the Rodney King incident was in fact the aberration that Chief Daryl Gates described. Included in the series are several materials related to the firm’s investigation and final work product. Specifically, the series contains source materials related to the 83 cases that were studied. These materials include the firm’s own memoranda and notes, statistics on misconduct and police brutality, summaries of the selected cases, recommendations for settlement drafted by the Office of the City Attorney, docket cards, copies of settlement agreements, a master roster of officers named in the civil suits, and excerpts from officers’ personnel files. Also included are summaries of interviews held with police personnel and aggrieved citizens about their perception of problems within the LAPD.
DOI: 10.15468/dl.aks97f
title: Occurrence Download

description: A dataset containing 12142287 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
}

 The dataset includes 12142287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007305-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhtn3r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Chromis westaustralis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188525-230224095556074/datasets/export for details.
DOI: 10.15468/dl.oqhlvv
title: Occurrence Download

description: A dataset containing 300646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manihot esculenta Crantz"
 ]
}

 The dataset includes 300646 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.