cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/45x4kn886v.1
title: Paper_IJPE_Repository_3_Complete_Data_Generated_by_the_Simulator_of_Scenarios

description: These data were generated using a custom-built simulator developed in Python 3.12 for three distinct scenarios. The experiments were conducted on a PC equipped with an Intel i5-1145G7 @ 2.60GHz processor and 32GB of RAM.

The simulator implements the proposed RM-WSM approach and compares its performance against the traditional WSM (T-WSM) method, providing a comprehensive evaluation of both techniques.

The 3 scenario are described as follows:

Scenario 1 – Standard Risk Scenario:
• The simulation runs for 100 epochs.
• The global order (𝑄t)==&gt; follows a range of RUD: [500, 1,020,000].
• The risk probability (𝑝𝑡)==&gt; follows a range of RUD: [0.01 and 0.05].
• The purchase cost (𝜌𝑡)==&gt; follows a range of RUD: [10, 15].
• The risk loss cost (𝑒𝑡)==&gt; follows a range of RUD: [500, 800].
• The predefined threshold (𝜗𝑡) ) is 100.
• A conditional risk condition is applied when Location &gt; 51.
Scenario 2 – High-Risk Frequency Scenario:
• The simulation runs for 100 epochs.
• The global order (𝑄t)==&gt; follows a range of RUD: [500, 12,000],
• The risk probability (𝑝𝑡)==&gt; follows a range of RUD: [0.06 to 0.08].
• The purchase cost (𝜌𝑡)==&gt; follows a range of RUD: [10, 15].
• The risk loss cost (𝑒𝑡)==&gt; follows a range of RUD: [500, 800].
• The predefined threshold (𝜗𝑡) ) is 100.
• A conditional risk condition is applied when Location &gt; 51.
Scenario 3 – Reduced Global Order:
• The simulation runs for 100 epochs.
• The global order (𝑄t)==&gt; follows a range of RUD: [300, 800].
• The risk probability (𝑝𝑡)==&gt; follows a range of RUD: [0.01, 0.05].
• The purchase cost (𝜌𝑡)==&gt; follows a range of RUD: [10, 15].
• The risk loss cost (𝑒𝑡)==&gt; follows a range of RUD: [500, 800].
• The predefined threshold (𝜗𝑡) ) is 100.
• A conditional risk condition is applied when Location &gt; 51.
DOI: 10.17632/62v5mggpwy.1
title: Fibre reinforced concrete

description: Mechanical Properties of Early-Age Fibre Reinforced Concrete: A Comparative Study of Carbon, Basalt, and Steel Fibres
DOI: 10.15468/dl.7whut5
title: Occurrence Download

description: A dataset containing 59206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex distans L."
 ]
}

 The dataset includes 59206 records from 876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002804-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5gnz6fpv3p.1
title: Chinese Urbanization and Ecological Environment

description: This data is the specific data of PSR model in paper "Chinese Urbanization and Ecological Environment under the PSR Model: Non - linear Relationship, Turning Point Identifica-tion and Policy Path", which has been sorted out in detail
DOI: 10.15468/dl.7pg5mx
title: Occurrence Download

description: A dataset containing 161257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 161257 records from 1252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002796-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md3hk2
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Naemorhedus griseus"
 ]
}

 The dataset includes 118 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072560-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmdb4n
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eragrostis plana)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 212 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072561-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cwvm2
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eriochloa villosa)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1378 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072562-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144117
title: Xight FMCW LiDAR Odometry Dataset
DOI: 10.5281/zenodo.18144118
title: Xight FMCW LiDAR Odometry Dataset
DOI: 10.15468/dl.v4nf8w
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Hong Kong, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sousa chinensis",
 "Year 2000-2026"
 ]
}

 The dataset includes 171 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072564-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xzvz3
title: Occurrence Download

description: A dataset containing 3766512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3766512 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072542-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkufu6
title: Occurrence Download

description: A dataset containing 46110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca bromoides)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46110 records from 1077 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072567-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18086050
title: Domain elements identified in the family of experiments Q07-E15, Q16a & Q16b

description: Dataset used in the paper "Visibility of Domain Elements in the Elicitation Process Interviews: A Family of Empirical Studies"

The value ZERO in the visibility column means that the corresponding element has not been identified (/observed) by subject E_i. When the value is ONE, the element has been identified (/observed).
DOI: 10.5281/zenodo.18086049
title: Domain elements identified in the family of experiments Q07-E15, Q16a & Q16b

description: Dataset used in the paper "Visibility of Domain Elements in the Elicitation Process Interviews: A Family of Empirical Studies"

The value ZERO in the visibility column means that the corresponding element has not been identified (/observed) by subject E_i. When the value is ONE, the element has been identified (/observed).
DOI: 10.15468/dl.gq9mk5
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-27.05992 10.30629,144.05992 10.30629,144.05992 78.69371,-27.05992 78.69371,-27.05992 10.30629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia arenaria"
 ]
}

 The dataset includes 621 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072569-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54cu65
title: Occurrence Download

description: A dataset containing 94076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acridotheres tristis)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (September, October, November)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 94076 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072556-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjmeqy
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Taxus wallichiana"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072570-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.234xkh
title: Occurrence Download

description: A dataset containing 32731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Korea (Democratic People’s Republic of)",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 32731 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072571-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73m2md
title: Occurrence Download

description: A dataset listing the 7357 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 7357 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072565-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f77tn
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sturnus vulgaris)",
 "Country is one of (Philippines, Korea, Republic of, Japan, China, Chinese Taipei, Thailand, Viet Nam, Cambodia, Lao People’s Democratic Republic, Mongolia, Myanmar)",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)"
 ]
}

 The dataset includes 1178 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072573-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmk4bq
title: Occurrence Download

description: A dataset containing 4813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrocotyle verticillata"
 ]
}

 The dataset includes 4813 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072575-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4mekj
title: Occurrence Download

description: A dataset containing 4829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Indonesia, Australia, Papua New Guinea, Viet Nam, Japan, South Africa, Madagascar, India, Malaysia)",
 "TaxonKey is Bruguiera gymnorhiza (L.) Lam."
 ]
}

 The dataset includes 4829 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002897-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfghrz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heracleum sphondylium subsp. orsinii (Guss.) H.Neumayer, Heracleum orsinii Guss., Pastinaca orsinii (Guss.) Calest., Heracleum pyrenaicum subsp. orsinii (Guss.) F.Pedrotti & Pignatti)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002899-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4djqvb
title: Occurrence Download

description: A dataset containing 3327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Botrytis cinerea Pers."
 ]
}

 The dataset includes 3327 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002900-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.953hfj
title: Occurrence Download

description: A dataset containing 18918 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Crustacean collection of the National Museum of Nature and Science"
 ]
}

 The dataset includes 18918 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002898-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jev4bs
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heracleum sphondylium subsp. ternatum (Velen.) Brummitt, Heracleum ternatum Velen., Heracleum verticillatum Pancic, Heracleum sibiricum subsp. ternatum (Velen.) Briq., Pastinaca verticillata (Pancic) Calest., Heracleum sphondylium subsp. verticillatum (Pancic) Brummitt)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002902-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux4gvz
title: Occurrence Download

description: A dataset containing 118300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Procyon lotor (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118300 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002893-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ngf3a
title: Occurrence Download

description: A dataset containing 55739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta canadensis (Linnaeus, 1758)",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 55739 records from 959 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002903-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc8an8
title: Occurrence Download

description: A dataset containing 1336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.98787 37.66597,-119.06773 37.66597,-119.06773 38.71364,-119.98787 38.71364,-119.98787 37.66597))",
 "TaxonKey is Odocoileus hemionus (Rafinesque, 1817)"
 ]
}

 The dataset includes 1336 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002906-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ue8vs4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidaploa opposita A.M.Teles, Sobral & J.N.Nakaj."
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002909-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxf8fs
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Distephanus ambongensis (Humbert) H.Rob."
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002908-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g3q83
title: Occurrence Download

description: A dataset containing 5117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elephantopus tomentosus L."
 ]
}

 The dataset includes 5117 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002907-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a93ake
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Tillandsia leiboldiana Schltdl."
 ]
}

 The dataset includes 596 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000265-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33715
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.tyy9av
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cupani Raf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002455-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33712
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.qmnrxt
title: Occurrence Download

description: A dataset containing 856575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-07-11",
 "EventDate is less than or equal to 2023-08-10",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 856575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007239-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33881
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.5281/zenodo.11108499
title: 1a-m, 2a-n 1H and 13C