cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.234wye
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187461-230224095556074/datasets/export for details.
DOI: 10.25549/independent-c69-25125
title: Reviews / summaries of officers involved in civil litigation cases, 1990-06-06

description: Selina Hewitt, memorandum, 1990 June 6, to Anya Goldin, re Reviews / summaries of officers involved in civil litigation cases. 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.likryb
title: Occurrence Download

description: A dataset containing 1842713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemiptera"
 ]
}

 The dataset includes 1842713 records from 1024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000626-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.le6ex6
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Scutellaria baicalensis Georgi",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 262 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048296-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s34naa
title: Occurrence Download

description: A dataset containing 223063 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reseda L."
 ]
}

 The dataset includes 223063 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147679-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqtgdv
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Myrmeciza nigricauda Salvin & Godman, 1892"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056540-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrhvv6
title: Occurrence Download

description: A dataset containing 9504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Issue is Coordinate rounded",
 "Year 2006-2006",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Coragyps atratus (Bechstein, 1793)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9504 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048297-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syr8sp
title: Occurrence Download

description: A dataset containing 2215 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 31de4639-5dca-4663-aa4c-e4f45c1adc30"
 ]
}

 The dataset includes 2215 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013475-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pdcwx
title: Occurrence Download

description: A dataset containing 2508 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pterodroma externa (Salvin, 1875)"
 ]
}

 The dataset includes 2508 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056573-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpelu1
title: Occurrence Download

description: A dataset containing 297199 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Insecta",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia",
 "TaxonKey is Chilopoda",
 "TaxonKey is Diplopoda",
 "TaxonKey is Arachnida"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to -160.000000",
 "DecimalLongitude is less than -155.000000",
 "DecimalLatitude is greater than or equal to 20.000000",
 "DecimalLatitude is less than 25.000000",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 297199 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048298-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmw4bw
title: Occurrence Download

description: A dataset listing the 4750 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.71688 5.76329,-8.93334 6.69644,-7.71303 6.94499,-7.58787 7.96882,-8.80818 9.17548,-11.15494 9.0519,-12.43784 6.75859,-10.71688 5.76329))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 4750 records were derived from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348193-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94rfp2
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens odorata Coville",
 "HasCoordinate is True"
 ]
}

 The dataset includes 727 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044104-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2zrex
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrophleum letestui A.Chev."
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043332-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mt4td
title: Occurrence Download

description: A dataset containing 3182110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "DatasetKey is Dutch Vegetation Database",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
 }
 ]
}

 The dataset includes 3182110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048301-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx7zbn
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psoralea pinnata L."
 ]
}

 The dataset includes 1751 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0345372-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s524am
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrophysa sakalava Capuron"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043397-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmqbr2
title: Occurrence Download

description: A dataset containing 1571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buddleja sessiliflora Kunth",
 "HasCoordinate is True"
 ]
}

 The dataset includes 1571 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044106-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpe9ue
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Invertebrate collections, UiB",
 "Issue is Taxon match none"
 ]
}

 The dataset includes 141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106473-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lz4wzp
title: Occurrence Download

description: A dataset containing 183137 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Insecta",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia",
 "TaxonKey is Chilopoda",
 "TaxonKey is Diplopoda",
 "TaxonKey is Arachnida"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to -160.000000",
 "DecimalLongitude is less than -155.000000",
 "DecimalLatitude is greater than or equal to 15.000000",
 "DecimalLatitude is less than 20.000000",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 183137 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048303-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w84ut
title: Occurrence Download

description: A dataset containing 1977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.46533 14.23295,-76.80909 9.90659,-81.48489 4.44111,-79.06349 0.6882,-73.30225 -3.65111,-69.7954 -5.9806,-67.4575 -0.23024,-64.86911 1.10564,-65.37009 4.77401,-68.37596 9.82432,-71.46533 14.23295))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptodeira Fitzinger, 1843"
 ]
}

 The dataset includes 1977 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078427-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vc3v6ns6w4.1
title: Hybrid Electrical Fault Detection Dataset (Real + Synthetic)

description: This dataset is titled Hybrid Electrical Fault Detection Dataset (Real and Synthetic) and contains 22,000 labeled instances of electrical faults in three-phase power systems. It was created by combining two real-world datasets obtained from Kaggle: the Electrical Fault Detection dataset, which contains measurements of voltage and current with labeled fault types, and the Electric Fault-Line Detection dataset, which provides similar electrical measurements with different fault labels. By integrating these two datasets and generating additional synthetic samples, we produced a larger, more balanced, and standardized dataset suitable for machine learning and research purposes. Each row contains measurements of phase currents (current_A, current_B, current_C) and phase voltages (voltage_A, voltage_B, voltage_C), a fault label describing the type of fault, a timestamp, and the source of the data, indicating whether the row is from one of the original datasets or was synthetically generated. The fault labels include healthy conditions and specific faults such as AG fault, BG fault, CG fault, AB fault, BC fault, and ABC fault.

The synthetic samples were generated using a statistical modeling and signal simulation approach. First, medians and variability measures were calculated from the real datasets to define realistic ranges for voltages and currents. Sinusoidal signals were then simulated with randomized amplitudes, phases, and small added noise to resemble natural fluctuations in electrical systems. Controlled perturbations were applied depending on the fault type. For example, in a single-phase-to-ground fault, the corresponding phase voltage was reduced and the current increased. For double-phase faults, voltages of the affected phases were reduced while currents were amplified. Triple-phase faults were simulated by reducing all phase voltages while adjusting currents to maintain realistic behavior. This approach ensures that synthetic measurements are representative of real-world faults, providing diversity and coverage across all fault types while addressing class imbalance.
DOI: 10.6084/m9.figshare.30464819
title: Clitoria ternatea

description: Discovery of Anthocyanin Pigments in Clitoria ternatea varieties Using Anatomy, Phytochemical and Transcriptome Analysis. RNA expression of blue, sky blue, and white butterfly pea flowers. NCBI upload as Bioproject:PRJNA1334233.
DOI: 10.6084/m9.figshare.30464819.v1
title: Clitoria ternatea

description: Discovery of Anthocyanin Pigments in Clitoria ternatea varieties Using Anatomy, Phytochemical and Transcriptome Analysis. RNA expression of blue, sky blue, and white butterfly pea flowers. NCBI upload as Bioproject:PRJNA1334233.
DOI: 10.17632/5w3gdsym68.2
title: When the bordering levee breaks: The impact of floods on corporate financialization in China

description: Paper Title 
When the bordering levee breaks: The impact of floods on corporate financialization in China.
Authors: 
Ziqing Wu (School of Economics & Trade, Hunan University, Changsha, China);
Leyi Chen (School of Economics & Trade, Hunan University, Changsha, China); 
Lingpeng Shi (School of Economics & Trade, Hunan University, Changsha, China); 
Date: October 23, 2025 

1. Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/dr5s3bgr82.1
title: SchynsLab_Multitask_MEG_2025

description: SchynsLab_Multitask_MEG_2025
DOI: 10.5517/cc60tgg
title: CCDC 179535: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.ktzka2
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aloe vera"
 ]
}

 The dataset includes 203 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004010-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyask8
title: Occurrence Download

description: A dataset containing 79101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria japonica",
 "HasCoordinate is true",
 "Country is Belgium"
 ]
}

 The dataset includes 79101 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003962-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc60thh
title: CCDC 179536: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc60tjj
title: CCDC 179537: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.6gh5hf
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuertesia domingensis"
 ]
}

 The dataset includes 31 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004011-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc60tkk
title: CCDC 179538: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc60tll
title: CCDC 179539: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.6af2n4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxytropis foliolosa, Oxytropis foliolosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004012-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc60tmm
title: CCDC 179540: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc60tnn
title: CCDC 179541: Experimental Crystal Structure Determination

description: Related Article: R.E.Marsh, A.L.Spek|2001|Acta Crystallogr.,Sect.B:Struct.Sci.|57|800|doi:10.1107/S0108768101014331
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.5qf2dn
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Symplocos theophrastifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 525 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004013-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.