cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15701962
title: Night-Time Lights VIIRS Series (2012-2024) Aggregated at NUTS-3 Level for the European Union

description: This data set provides an annual time series (2012-2024) of night-time radiance derived from the NOAA VIIRS-DNB sensor (product VCMCFG), aggregated over the 1 167 NUTS-3 regions of the European Union (NUTS 2021 version). Each year is represented by the median of monthly mosaics for the period August – November.For every region the file reports:





mean radiance (nW cm⁻² sr⁻¹)




integrated radiance (W sr⁻¹)




mean percentage of cloud-free observations (%)




surface area (m²)



Inter-annual calibration offsets and a stable-lights mask have been applied to ensure comparability.



Coverage








Dimension
Range




Temporal
2012 – 2024 (13 annual observations)


Spatial
EU-27, NUTS-3 level — CRS EPSG:4326


Analysis resolution
15 km (re-projection and aggregation scale)






 






Data sources








Source
Purpose




NOAA/VIIRS/DNB/MONTHLY_V1/VCMCFG
Night-time radiance (avg_rad) and cloud cover (cf_cvg)


HYDE 3.2 – Population 2013
Population mask and reprojection


MODIS MCD43A3
Surface albedo for seasonal correction


World Atlas 2015
Natural sky brightness reference


Eurostat NUTS-3 (2021)
Administrative boundaries






 






Methodology





Temporal subset – VIIRS monthly mosaics from August to November, per year.




Radiometric correction – additive offsets by year to normalise sensor gain





0 (2012-2016) · −0.20 (2017-2019) · −0.24 (2020-2023) · −0.305 (2024)






Stable-lights mask (2012-2018):





radiance exceeding World Atlas 2015 background




radiance ≥ 0.27 nW cm⁻² sr⁻¹






Final threshold – pixels with radiance < 0.4 nW cm⁻² sr⁻¹ are discarded.




Zonal statistics – for each NUTS-3 region:





viirs_rad_mean_<year> — mean radiance (nW cm⁻² sr⁻¹)




viirs_rad_sum_<year> — integrated radiance (W sr⁻¹) = Σ(radiance × pixel-area) × 10⁻⁵




viirs_cld_mean_<year> — mean cloud-free observations (%)




area — region surface (m²)





Variables and units








Column / prefix
Unit
Description




area
m²
Region surface area


viirs_rad_mean_*
nW cm⁻² sr⁻¹
Annual mean radiance (masked pixels only)


viirs_rad_sum_*
W sr⁻¹
Annual integrated radiance (see methodology)
DOI: 10.5281/zenodo.15701963
title: Night-Time Lights VIIRS Series (2012-2024) Aggregated at NUTS-3 Level for the European Union

description: This data set provides an annual time series (2012-2024) of night-time radiance derived from the NOAA VIIRS-DNB sensor (product VCMCFG), aggregated over the 1 167 NUTS-3 regions of the European Union (NUTS 2021 version). Each year is represented by the median of monthly mosaics for the period August – November.For every region the file reports:





mean radiance (nW cm⁻² sr⁻¹)




integrated radiance (W sr⁻¹)




mean percentage of cloud-free observations (%)




surface area (m²)



Inter-annual calibration offsets and a stable-lights mask have been applied to ensure comparability.



Coverage








Dimension
Range




Temporal
2012 – 2024 (13 annual observations)


Spatial
EU-27, NUTS-3 level — CRS EPSG:4326


Analysis resolution
15 km (re-projection and aggregation scale)






 






Data sources








Source
Purpose




NOAA/VIIRS/DNB/MONTHLY_V1/VCMCFG
Night-time radiance (avg_rad) and cloud cover (cf_cvg)


HYDE 3.2 – Population 2013
Population mask and reprojection


MODIS MCD43A3
Surface albedo for seasonal correction


World Atlas 2015
Natural sky brightness reference


Eurostat NUTS-3 (2021)
Administrative boundaries






 






Methodology





Temporal subset – VIIRS monthly mosaics from August to November, per year.




Radiometric correction – additive offsets by year to normalise sensor gain





0 (2012-2016) · −0.20 (2017-2019) · −0.24 (2020-2023) · −0.305 (2024)






Stable-lights mask (2012-2018):





radiance exceeding World Atlas 2015 background




radiance ≥ 0.27 nW cm⁻² sr⁻¹






Final threshold – pixels with radiance < 0.4 nW cm⁻² sr⁻¹ are discarded.




Zonal statistics – for each NUTS-3 region:





viirs_rad_mean_<year> — mean radiance (nW cm⁻² sr⁻¹)




viirs_rad_sum_<year> — integrated radiance (W sr⁻¹) = Σ(radiance × pixel-area) × 10⁻⁵




viirs_cld_mean_<year> — mean cloud-free observations (%)




area — region surface (m²)





Variables and units








Column / prefix
Unit
Description




area
m²
Region surface area


viirs_rad_mean_*
nW cm⁻² sr⁻¹
Annual mean radiance (masked pixels only)


viirs_rad_sum_*
W sr⁻¹
Annual integrated radiance (see methodology)
DOI: 10.15468/dl.qru697
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((52.9229 -4.6891,52.7928 -5.4458,52.3502 -5.9456,52.3597 -6.2641,52.5923 -6.5238,52.2937 -6.7403,52.2917 -6.9401,53.175 -6.9401,53.1471 -6.7216,54.1043 -5.961,54.1687 -5.5199,53.8001 -5.19,53.8668 -4.7363,53.5536 -4.4067,53.1632 -4.4308,52.9229 -4.6891))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058478-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ekyngq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella kolbei Scheschukova, 1951",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058479-250525065834625/datasets/export for details.
DOI: 10.15468/dl.emvgyr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((55.1382 -5.4732,54.9352 -5.6353,54.8984 -5.9912,55.1382 -6.2691,55.1382 -5.4732))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058480-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bh4d7u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Liolaemus tirantii Avila, Fulvio-Perez, Minoli, Medina, Sites & Morando, 2017"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058482-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krqrc4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella kolbei Scheschukova, 1951",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058483-250525065834625/datasets/export for details.
DOI: 10.15468/dl.t4zbvy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.7419 -4.6698,55.1382 -5.0908,55.1382 -3.2684,55.0126 -3.2506,54.7023 -3.7189,54.8472 -4.0798,54.7419 -4.6698))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058484-250525065834625/datasets/export for details.
DOI: 10.15468/dl.r6ub2p
title: Occurrence Download

description: A dataset containing 41157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex rotundata Wahlenb., Carex subspathacea Wormsk. ex Hornem., Castilleja occidentalis Torr., Chrysosplenium tetrandrum (N.Lund) Th.Fr., Cochlearia officinalis L.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 41157 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058481-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sczsgk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella kolbei Scheschukova, 1951",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058485-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qzf5ft
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((51.6287 10.9151,51.6417 11.0599,46.1382 11.0599,46.1382 2.0599,46.3452 2.0599,48.3339 4.1422,49.3495 5.6782,49.6723 6.54,51.2679 9.1793,51.3777 9.8638,51.776 10.0634,51.9157 10.4446,51.6287 10.9151))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058486-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ksb6gn
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Liolaemus torresi (Núñez, Navarro, Garín, Pincheira-Donoso & Meriggio, 2003)"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058487-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp3tq4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella neocistula Krammer, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058488-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28756385
title: Iōtorishima and other Pacific Islands; <i>Palythoa tuberculosa; </i>16S rRNA data, ASV tables and metadata; Symbiodiniaceae data and metadata

description: Bacterial 16S rRNA and Symbiodiniaceae ITS metabarcoding related data for a study investigating the effect on ocean acidification on the microbial composition of the Zoantharian <i>Palythoa tuberculosa</i>.The bacterial data includes raw fastq files, a metadata table, a table with taxonomic assignments, and an ASV table with raw, unfiltered read counts.The Symbiodiniaceae data contains raw fastq files and a metadata table.
DOI: 10.6084/m9.figshare.28756385.v1
title: Iōtorishima and other Pacific Islands; <i>Palythoa tuberculosa; </i>16S rRNA data, ASV tables and metadata; Symbiodiniaceae data and metadata

description: Bacterial 16S rRNA and Symbiodiniaceae ITS metabarcoding related data for a study investigating the effect on ocean acidification on the microbial composition of the Zoantharian <i>Palythoa tuberculosa</i>.The bacterial data includes raw fastq files, a metadata table, a table with taxonomic assignments, and an ASV table with raw, unfiltered read counts.The Symbiodiniaceae data contains raw fastq files and a metadata table.
DOI: 10.15468/dl.au9ekx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((50.7597 -16.0878,50.8081 -15.9401,46.1382 -15.9401,46.1382 -24.9401,47.6434 -24.9401,49.8893 -18.4615,50.0065 -17.575,50.4326 -17.1196,50.4413 -16.4368,50.7597 -16.0878))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058489-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uyhf8f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella neocistula Krammer, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058490-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qtm6em
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.9802 -21.6309,55.1382 -21.6954,55.1382 -20.4922,54.9305 -20.5721,54.7205 -21.0668,54.9802 -21.6309))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058491-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2km724
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella neocistula Krammer, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058492-250525065834625/datasets/export for details.
DOI: 10.15468/dl.keqmsv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.0525 -15.9401,54.0428 -16.0473,54.3021 -16.346,54.6845 -16.3729,54.991 -16.0875,54.9903 -15.9401,54.0525 -15.9401))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058494-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sr4sfu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Liolaemus ubaghsi Esquerré, Troncoso-Palacios, Garín & Núñez, 2014, Liolaemus tulkas Quinteros, Abdala, Gómez & Scrocchi, 2008)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058493-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmxga7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella neocistula Krammer, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058496-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ytdapc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.10_1",
 "Geometry POLYGON((-104.35801 25.34,-103.96889 25.19417,-103.50859 25.34,-103.50859 25.67991,-103.83237 25.83272,-104.35801 25.67991,-104.35801 25.34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyprinodon nazas Miller, 1976",
 "Year 1891-2025"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058495-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c52z1327p
title: MassIVE MSV000098268 - Extended NGN2 Expression in iPSCs Dramatically Enhances Purity of Neuronal Cultures
title: iPSC-derived neuronal cultures can provide valuable insights into the pathogenesis of neurological disease. However, single cell iPSC clones with NGN2 and mCherry show spontaneous loss of mCherry fluorescence, leading to questions about the homogeneity of neurons derived from apparently heterogeneous iPSCs. We find that mCherry silencing does not influence iNeurons with two lines of evidence. First, using single-cell proteomics, we found that spontaneous mCherry silencing does not drive heterogeneity in iPSCs. Second, bulk proteomics and immunofluorescence analysis indicated that iNeurons from iPSCs expressing or lacking mCherry both resemble cortical glutamatergic neurons. The primary confounding factor in iNeuron generation was that suboptimal neuronal conversion led to cell aggregates comprised of actively proliferating neuronal progenitor cells and astrocytes as the culture developed. Our results indicate that extended NGN2 dosage substantially improves neuron purity
DOI: 10.6084/m9.figshare.23544834.v1
title: Systematic literature review of articles titles with "Artificial Reef" words in the world between the years of 1990-2020

description:  Over the past decade, there has been increasing interest in marine restoration, requiring a consideration of various approaches for optimal success. Artificial reefs (ARs) have been employed for marine restoration and fisheries management, but their effectiveness in restoring ecosystems lacks well-defined ecological criteria and empirical evidence. A systematic review of the literature on ARs articles between 1990-2020, a meta-analysis on their effectiveness based on the similarity of species composition with reference natural reefs (NRs), as well as bias risk analysis were carried out.
DOI: 10.6084/m9.figshare.23544834
title: Systematic literature review of articles titles with "Artificial Reef" words in the world between the years of 1990-2020

description:  Over the past decade, there has been increasing interest in marine restoration, requiring a consideration of various approaches for optimal success. Artificial reefs (ARs) have been employed for marine restoration and fisheries management, but their effectiveness in restoring ecosystems lacks well-defined ecological criteria and empirical evidence. A systematic review of the literature on ARs articles between 1990-2020, a meta-analysis on their effectiveness based on the similarity of species composition with reference natural reefs (NRs), as well as bias risk analysis were carried out.
DOI: 10.15468/dl.x6tfsb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla bengalensis (Gray, 1831)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((46.8009 -14.7158,46.1382 -15.1614,46.1382 -15.9401,50.8081 -15.9401,50.9712 -15.4415,50.3203 -12.5851,49.5255 -11.523,49.0875 -11.4772,48.2794 -11.911,48.1654 -12.5557,47.3945 -13.3102,47.2457 -14.0495,46.8009 -14.7158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058498-250525065834625/datasets/export for details.