cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17028/rd.lboro.28284791
title: Supplementary files for "Modeling and optimization of renewable hydrogen systems: A systematic methodological review and machine learning integration" - Load Calculation Tool

description: Supplementary files for article "Modeling and optimization of renewable hydrogen systems: A systematic methodological review and machine learning integration"The renewable hydrogen economy is recognized as an integral solution for decarbonizing energy sectors. However, high costs have hindered widespread deployment. One promising way of reducing the costs is optimization. Optimization generally involves finding the configuration of the renewable generation and hydrogen system components that maximizes return on investment. Previous studies have included many aspects into their optimisations, including technical parameters and different costs/socio-economic objective functions, however there is no clear best-practice framework for model development. To address these gaps, this critical review examines the latest development in renewable hydrogen microgrid models and summarises the best modeling practice. The findings show that advances in machine learning integration are improving solar electricity generation forecasting, hydrogen system simulations, and load profile development, particularly in data-scarce regions. Additionally, it is important to account for electrolyzer and fuel cell dynamics, rather than utilizing fixed performance values. This review also demonstrates that typical meteorological year datasets are better for modeling solar irradiation than first-principle calculations. The practicability of socio-economic objective functions is also assessed, proposing that the more comprehensive Levelized Value Addition (LVA) is best suited for inclusion into models. Best practices for creating load profiles in regions like the Global South are discussed, along with an evaluation of AI-based and traditional optimization methods and software tools. Finally, a new evidence-based multi-criteria decision-making framework Revised Manuscript with no changes marked Click here to view linked References integrated with machine learning insights, is proposed to guide decision-makers in selecting optimal solutions based on multiple attributes, offering a more comprehensive and adaptive approach to renewable hydrogen system optimization.<br><br>© The Authors, CC BY 4.0
DOI: 10.15468/dl.cbudxz
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Loliolus japonica (Hoyle, 1885)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 371 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004596-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmyt5n
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhincodon typus Smith, 1828",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004597-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14745312
title: Dataset on Spermidine-Eugenol Supplement Preserved Inflammation-Challenged
DOI: 10.5281/zenodo.14745313
title: Dataset on Spermidine-Eugenol Supplement Preserved Inflammation-Challenged
DOI: 10.5281/zenodo.10732612
title: Dataset for the Paper: Containerization in Multi-Cloud Environment: Roles, Strategies, Challenges, and Solutions for Effective Implementation

description: This dataset is associated with the paper titled "Containerization in Multi-Cloud Environment: Roles, Strategies, Challenges, and Solutions for Effective Implementation" It is stored in a Microsoft Excel file that consists of several worksheets. Below is a simplified description of each worksheet.

(1) The 'Summary' worksheet provide  an overview of the four phases involved in the study selection process, including the search strings executed in selected databases during  and the outcomes of each phases.

(2) The 'Phase 1' worksheet lists the studies identified in the initial search phase, detailing the results of applying custom search strings across various databases. 

(3) The 'Phase 2' worksheet list the studies that remained after the title and keyword screening. 

(4) The 'Phase 3' worksheet contains the studies that passed the abstract-based screening phase. 

(5) The 'Phase 4' worksheet lists the final selection of studies that have been selected full-text screening process but befroe snowballing. 

(6) The 'List of Selected Studies' worksheet list the  selected studies that we selected after the primary and secondry search.

(7) The 'Data Extraction' worksheet compiles detailed information extracted from the selected studies, focusing on data relevant to the research questions.

(8) The 'Demography Data Analysis' worksheet provides demographic information about the studies, such as authors' affiliations, types of studies, and publication venues.

(9) The 'Contributions' worksheet list the key findings and contributions from the selected studies.

(10) The 'Container Roles and Strategies' worksheet list the roles of containers in multi-cloud environments and strategies for their implementation.

(11) The 'Patterns and Strategies' worksheet details patterns and  strategies for containerized applications across multi-cloud platforms.

(12) The 'QAs and Tactics' worksheet list the quality attributes and tactics relevant to containerization in multi-cloud environments.

(13) The 'Security Challenges and Solutions' worksheet list the security challenges encountered and the solutions.

(14) The 'Automation Challenges and Solutions' worksheet list the automation challenges encountered and the solutions.

(15) The 'Deployment Challenges and Solutions' worksheet list the deployment challenges encountered and the solutions.

(16) The 'Monitoring Challenges and Solutions' worksheet list the  monitoring challenges encountered and the solutions .

(17) The 'Tools and Frameworks' worksheet lists identfied tools, frameworks, and languages for implementing containerized applications in multi-cloud environments.
DOI: 10.15468/dl.xc8bnx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhiniodon typus (Smith, 1828)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-250123221155621/datasets/export for details.
DOI: 10.5281/zenodo.14745560
title: SED fitting results for "The initial-to-final mass relation of white dwarfs in intermediate-separation binaries"

description: SED Fitting Results. Both $\chi^2_\text{IR}$ and $\chi^2_\text{opt}$ are calculated using both optical and IR data, and normalized by the number of degrees of freedom ($N_\text{IR}+N_\text{opt} - 2$). However, $\chi^2_\text{opt}$ is calculated using the model fit to optical data only. Candidates 101, 140, 160, 192, 194, 282 are suspected of showing IR excess, and therefore are not given a full optical+IR fit. $T_\text{eff,2}$ values are obtained from the full binary fit for candidates with UV excess. \label{tab:sed_results}
DOI: 10.5281/zenodo.14745561
title: SED fitting results for "The initial-to-final mass relation of white dwarfs in intermediate-separation binaries"

description: SED Fitting Results. Both $\chi^2_\text{IR}$ and $\chi^2_\text{opt}$ are calculated using both optical and IR data, and normalized by the number of degrees of freedom ($N_\text{IR}+N_\text{opt} - 2$). However, $\chi^2_\text{opt}$ is calculated using the model fit to optical data only. Candidates 101, 140, 160, 192, 194, 282 are suspected of showing IR excess, and therefore are not given a full optical+IR fit. $T_\text{eff,2}$ values are obtained from the full binary fit for candidates with UV excess. \label{tab:sed_results}
DOI: 10.15468/dl.twxfxz
title: Occurrence Download

description: A dataset containing 1595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynaephora selenitica Esper, 1789"
 ]
}

 The dataset includes 1595 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004600-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eycwfx
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadus chalcogrammus Pallas, 1814",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 368 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004601-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgnqdd
title: Occurrence Download

description: A dataset containing 7323301 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is naturgucker"
 ]
}

 The dataset includes 7323301 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010971-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbqx7h
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenophyllum vittatum Copel."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025825-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg3wrv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austronea phyllopogon Mart.-Azorín, M.Pinter, M.B.Crespo & M.Á.Alonso"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038948-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvoamd
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia L.",
 "Geometry POLYGON((46.030188 -23.034747,45.969214 -25.416782,47.250879 -25.317512,47.971142 -23.191872,46.909094 -22.978522,46.030188 -23.034747))"
 ]
}

 The dataset includes 114 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010972-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6s7h4
title: Occurrence Download

description: A dataset containing 46 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 Geokichla princei (Sharpe, 1874)"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004003-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94w398
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)",
 "Year 2019-2024"
 ]
}

 The dataset includes 540 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071257-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmqe3u
title: Occurrence Download

description: A dataset containing 135401 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Lampetra camtschatica (Tilesius, 1811)",
 "TaxonKey is Thaleichthys pacificus (Richardson, 1836)",
 "TaxonKey is Oncorhynchus tshawytscha (Walbaum, 1792)",
 "TaxonKey is Spirinchus thaleichthys (Ayres, 1860)",
 "TaxonKey is Oncorhynchus kisutch (Walbaum, 1792)",
 "TaxonKey is Oncorhynchus gorbuscha (Walbaum, 1792)",
 "TaxonKey is Oncorhynchus keta (Walbaum, 1792)",
 "TaxonKey is Oncorhynchus nerka (Walbaum, 1792)",
 "TaxonKey is Lampetra tridentata (Richardson, 1836)",
 "TaxonKey is Coregonus pidschian (Gmelin, 1789)",
 "TaxonKey is Coregonus nasus (Pallas, 1776)",
 "TaxonKey is Lampetra ayresii (Günther, 1870)",
 "TaxonKey is Osmerus mordax (Mitchill, 1814)",
 "TaxonKey is Coregonus sardinella Valenciennes, 1848",
 "TaxonKey is Coregonus autumnalis (Pallas, 1776)",
 "TaxonKey is Coregonus laurettae Bean, 1881",
 "TaxonKey is Acipenser medirostris Ayres, 1854",
 "TaxonKey is Coregonus clupeaformis (Mitchill, 1818)",
 "TaxonKey is Lampetra alaskense (Vladykov & Kott, 1978)"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 135401 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010967-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7csd87
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cola ruawaensis Cheek"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004023-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8mebp
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ostrya rehderiana Chun"
 ]
}

 The dataset includes 48 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011577-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw6crj
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Otter (Lutra lutra), Outer Hebrides"
 ]
}

 The dataset includes 125 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010967-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4wjd8
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clutia impedita Prain"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004064-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv7x3f
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Russian Federation",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Ziziphora clinopodioides Lam."
 ]
}

 The dataset includes 160 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021770-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.osfiyv
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus L.",
 "Country is South Africa",
 "Geometry POLYGON((18.160400 -34.524661,19.401855 -34.569906,19.357910 -33.261656,19.308471 -31.896214,18.462524 -30.784317,17.627563 -31.005862,18.045043 -32.375322,17.660522 -33.004056,18.160400 -34.524661))",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010969-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyabjh
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zygophyllum potaninii Maxim."
 ]
}

 The dataset's 1 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039041-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m5ekq
title: Occurrence Download

description: A dataset containing 1388 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 Territornis albilineata (H.L.White, 1917)"
 ]
}

 The dataset includes 1388 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004022-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucac47
title: Occurrence Download

description: A dataset containing 12 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 Acanthixalus sonjae Rödel, Kosuch, Veith & Ernst, 2003"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038961-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0apgop
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "TaxonKey is Bleekrodea",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010969-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gswqx
title: Occurrence Download

description: A dataset containing 166 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 Sterrhoptilus dennistouni (Ogilvie-Grant, 1895)"
 ]
}

 The dataset includes 166 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004078-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xryb34
title: Occurrence Download

description: A dataset containing 1802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrus medica L."
 ]
}

 The dataset includes 1802 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038941-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvif9s
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailuropoda melanoleuca (David, 1869)"
 ]
}

 The dataset includes 129 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010970-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9pbj5
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium opacum (Lönnr. ex Dahlst.) Johanss."
 ]
}

 The dataset includes 189 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025828-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npysjn
title: Occurrence Download

description: A dataset containing 1039 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 Odontophrynus americanus (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 1039 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038956-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxzo4r
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribution of main calcareous nannofossils at Site 1093"
 ]
}

 The dataset includes 218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010970-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23jkve
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula isaurica Contandr., Quézel & Pamukç.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011624-240216155721649/datasets/export for details.