cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kgmu9a
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.67997 16.46777,-88.58934 16.47188,-88.58738 16.56897,-88.67271 16.56813,-88.67997 16.46777))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054542-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5asht
title: Occurrence Download

description: A dataset containing 810406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is Asia",
 "Country is Korea, Republic of",
 "TaxonKey is Insecta",
 "Year 1950-2025"
 ]
}

 The dataset includes 810406 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054483-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17432485
title: Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems
title: Hybrid Cuckoo Search, Machine Learning, Predictive Optimization, Renewable Energy Systems, Metaheuristic Algorithms, Smart Energy Forecasting, Energy Management, Computational Intelligence, Optimization Techniques, Intelligent Decision Support

description:  



This dataset contains the input data, experimental results, and generated outputs used in the study “Machine Learning-Assisted Hybrid Cuckoo Search for Predictive Optimization in Renewable Energy Systems.”The data support the optimization experiments and predictive modeling described in the manuscript.

Specifically, the dataset includes:





Historical renewable energy demand and generation time-series (training and testing sets).




Preprocessed input matrices for the predictive optimization model.




Parameter settings and configuration files for the hybrid Cuckoo Search algorithm.




Intermediate and final optimization results, including best-found solutions and convergence statistics.




Supporting data used to generate all figures, tables, and performance metrics reported in the article.



All files are provided in open formats (CSV, XLSX, TXT) to ensure full reproducibility.Researchers are free to reuse, adapt, and extend this dataset under the CC-BY 4.0 license, provided proper attribution is given.

Keywords: Renewable Energy, Predictive Optimization, Machine Learning, Cuckoo Search, Metaheuristics, Open Data, Energy Forecasting.
DOI: 10.15468/dl.8pehpw
title: Occurrence Download

description: A dataset containing 2966652871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2966652871 records from 61613 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001745-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.538vqf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxymycterus hiska Hinojosa, S.Anderson & Patton, 1987"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001212-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-41728
title: Penalty information, 1991

description: Collection of complaint reports against police officers - information re reports includes nature of incident, date of incident, penalty officer faced for incident, etc. (1971-1991), 1991. 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.klgugx
title: Occurrence Download

description: A dataset containing 21987 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample"
 ]
 },
 {
 "or" : [
 "Country is Algeria",
 "Country is Denmark",
 "Country is Switzerland",
 "Country is Morocco",
 "Country is Austria",
 "Country is Hungary",
 "Country is Israel",
 "Country is Spain",
 "Country is Sweden",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Poland",
 "Country is Belgium",
 "Country is Ireland",
 "Country is Tunisia",
 "Country is Norway",
 "Country is Finland",
 "Country is Germany",
 "Country is Portugal",
 "Country is Iceland"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Oxyura jamaicensis (J.F.Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21987 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-41617
title: Penalty information, 1991

description: Collection of complaint reports against police officers - information re reports includes nature of incident, date of incident, penalty officer faced for incident, etc. (1971-1991), 1991. 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.mnb795
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuphea appendiculata Benth."
 ]
}

 The dataset includes 783 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004101-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds97ms
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-49.98 24.70,-49.98 71.37,43.10 71.37,43.10 24.70,-49.98 24.70))",
 "HasCoordinate is true",
 "TaxonKey is Lynx pardinus (Temminck, 1827)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 371 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39497
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.g29n8a
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Drymonia macrantha (Donn.Sm.) Wiehler"
 ]
}

 The dataset includes 165 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004104-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39422
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.k9mode
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 41.3827414480281",
 "DecimalLatitude is less than 41.9241895224454",
 "DecimalLongitude is greater than -83.1759388059129",
 "DecimalLongitude is less than -82.4482405718397"
 ]
}

 The dataset includes 877 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39438
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.emwxav
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium tabatae M.Tamura"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168277-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39574
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.l8zqxz
title: Occurrence Download

description: A dataset containing 135628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA"
 ]
}

 The dataset includes 135628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.punx4y
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium tangkulaense W.T.Wang"
 ]
}

 The dataset includes 29 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168285-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39470
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.95hp8a
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CRI",
 "TaxonKey is one of (Vanilla dressleri Soto Arenas, Vanilla dressleri SotoArenas)"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002047-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10822324
title: Transcriptomic and spatial datasets of human ex vivo right atrial tissue in ischemic heart disease and heart failure

description: This dataset contains raw counts and processed data and annotations for our transcriptomic and spatial dissection of human ex vivo right atrial tissue in ischemic heart disease and heart failure.

 

snRNA.zip contains the snRNA-seq dataset for heart right atrial appendade and pericardial fluid.

VISIUM.zip contains the Visium spatial transcriptomics data

Molecular cartography.zip contains the Resolve Biosciences molecular cartography spatial transcriptomics data
DOI: 10.15468/dl.qtbrnf
title: Occurrence Download

description: A dataset containing 3953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera etrusca Santi",
 "Country is Spain"
 ]
}

 The dataset includes 3953 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-ouc1904067
title: Holliday and other reports, 1991

description: Collection of analysis summaries re LAPD's offenses, complaints, penalties, promotions, demographics within department, etc. (1976-1991), 1991 June 4 - July 2. 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.10822323
title: Transcriptomic and spatial datasets of human ex vivo right atrial tissue in ischemic heart disease and heart failure

description: This dataset contains raw counts and processed data and annotations for our transcriptomic and spatial dissection of human ex vivo right atrial tissue in ischemic heart disease and heart failure.

 

snRNA.zip contains the snRNA-seq dataset for heart right atrial appendade and pericardial fluid.

VISIUM.zip contains the Visium spatial transcriptomics data

Molecular cartography.zip contains the Resolve Biosciences molecular cartography spatial transcriptomics data
DOI: 10.25549/independent-ouc1904053
title: Holliday and other reports, 1991

description: Collection of analysis summaries re LAPD's offenses, complaints, penalties, promotions, demographics within department, etc. (1976-1991), 1991 June 4 - July 2. 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.wzxfwt
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliangelus exortis (Fraser, 1840)"
 ]
}

 The dataset includes 2078 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-44936
title: Background investigations unit, 1988-1991

description: Memo - re: Background investigation unit - from: Derrick Boston - questionnaire and format. Collection of jail division materials - memos re: interview of Captain Frank Pegueros, interview with Ken Crouse, etc., 1988 December - 1991 June 17. PART OF A SERIES: The series relates to the work product of Sibley & Austin, whose staff contributed to the Commission's probe of excessive force allegations brought against the LAPD. Included in the series are memoranda, witness testimonies, interview summaries, copies of officers' background files, after-action summaries and reports, and notes taken by the firm. Materials relate to four major areas of study undertaken by the firm: the Justice for Janitors labor demonstration of 1990, the jail ward of County/USC Medical Center, Los Angeles city jails, and a review of the LAPD's Background Investigation Unit.
DOI: 10.25549/independent-c69-43666
title: Holliday and other reports, 1991

description: Collection of analysis summaries re LAPD's offenses, complaints, penalties, promotions, demographics within department, etc. (1976-1991), 1991 June 4 - July 2. 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.cyyjyo
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aramides calopterus P.L.Sclater & Salvin, 1878"
 ]
}

 The dataset includes 37 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p9vv6
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium lacostei Danguy"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168292-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-43664
title: Holliday and other reports, 1991

description: Collection of analysis summaries re LAPD's offenses, complaints, penalties, promotions, demographics within department, etc. (1976-1991), 1991 June 4 - July 2. 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.wusfr5
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rivulus strigatus Regan, 1912"
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39413
title: Reports from police personnel files, 1991

description: Collection of reports from police personnel files re incident reports, nature of incident, officer's rank, etc., 1991 June 10. 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.