cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k8z9m2
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhizotrogus cicatricosus Mulsant, 1842, Acupalpus maculatus (Schaum, 1860), Agrilus graminis Kiesenwetter, 1857)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 541 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156821-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ptuu7
title: Occurrence Download

description: A dataset containing 1109994 records in GBIF matching the query:
SELECT PRINTF('%04d-%02d', "year", "month") AS yearMonth, GBIF_EEARGCode(10000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 10000)) AS eeaCellCode, basisOfRecord, datasetKey, countryCode, speciesKey, species, family, class, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND "year" &gt;= 1900 AND continent = 'EUROPE' AND speciesKey IN (2340977, 2440934, 2437399, 4284921, 8979506, 2350580, 2350570, 7287606, 8848208, 9799308,5855350, 2394604, 2486131, 5824863, 5035187, 5035230, 5035017, 1315391, 5712056, 2870583, 5217334, 3169169, 2978552, 2489005, 3190653, 2706080, 2502792, 3189935, 2704521, 2702865, 6063677, 2984537, 2394486, 8114276, 2650436, 7965247, 5358460, 5274863, 3054399, 2498252, 3084923, 3170247, 5329212, 2984306, 3034825, 2891770, 5289808, 5361762, 2434552, 5219858, 2706134, 3129663, 2882443, 2437394, 2482499, 2765940, 2225776, 8000520, 3642949, 2434271, 7978544, 2865565, 2427091, 5421039, 5420991, 2869311, 2440946, 4264680, 5361785, 2433536, 2227000, 2227064, 2498305, 2226990, 3086784, 2390064, 4033648, 2227300, 8879526, 5218786, 2362868, 2977647, 5219681, 5219683, 2437450, 2480764, 2443002, 6247411) AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 10000 OR coordinateUncertaintyInMeters IS NULL) AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY yearMonth, eeaCellCode, basisOfRecord, datasetKey, countryCode, speciesKey, species, family, class ORDER BY yearMonth DESC, eeaCellCode ASC, countryCode ASC

 The dataset's 1109994 records were derived from 4303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061339-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdqnrv
title: Occurrence Download

description: A dataset containing 2062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, India, Nepal, Bhutan, Bangladesh, Thailand, Myanmar, Lao People’s Democratic Republic, Viet Nam, Malaysia, Indonesia, Philippines, Cambodia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anredera cordifolia (Ten.) Steenis"
 ]
}

 The dataset includes 2062 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072926-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b2neb
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (ZAF.3.1_1, ZAF.3.1.1_1)",
 "Geometry POLYGON((27.26934 -25.68826,27.18385 -26.94723,28.93042 -27.00165,29.01592 -25.67725,27.26934 -25.68826))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus robur L."
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072928-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waqkyj
title: Occurrence Download

description: A dataset containing 7268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gymnoris dentata (Sundevall, 1850)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7268 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072929-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15759734
title: RoA collocations database

description: tar.gz. files compressed with gzip at the best (9) level. Uncompressed size: 110 GiB.

`GPM_2BCMB_IMERG_RoA_collocations_2023-01-01_2023-12-31.zarr.tar` is the test set used in the submitted version. Also includes the collocations of IMERG (GMI) and IMERG IR-only.

`test_old.tar.gz` is the 'original' test set, only used for a plot in the appendix and shared for completeness.
DOI: 10.34847/nkl.200cc15j
title: Fixations
DOI: 10.15468/dl.jphnwm
title: Occurrence Download

description: A dataset containing 8403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gymnoris pyrgita (Heuglin, 1862)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 8403 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072931-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e234607v1-183861
title: ECIN Replication Package for "Supply Disruptions, Economic Slack, and the State-Dependent Phillips Curve"

description: This project includes codes and data to replicate "Supply Disruptions, Economic Slack, and the State-Dependent Phillips Curve."<br><br><b>Abstract:</b><br>This paper investigates how supply disruptions and economic slack affect the responsiveness of inflation to changes in aggregate demand. We propose and estimate a nonlinear Phillips curve, whereby the sensitivity of inflation to changes in demand varies with supply conditions and the amount of slack in the economy. We find evidence that supply disruptions and low unemployment both steepen the Phillips curve, thereby amplifying the inflationary effects of increased demand. Our results suggest that the effects of fiscal policy on inflation depend on the prevailing supply conditions and the level of unemployment in the economy.
description: Data reflects aggregate data for the U.S., for U.S. regions, and for U.S. states.
DOI: 10.15468/dl.9wcdz5
title: Occurrence Download

description: A dataset containing 34761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gymnoris superciliaris Blyth, 1845",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 34761 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072933-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15758636
title: IARA an Acoustical Recordings Archive

description: IARA an Acoustical Recordings Archive (IARA), named as an acronym for a character from Tupi-Guarani mythology, is a set of acoustical data collected under the Santos Basin Soundscape Monitoring Project (PMPAS-BS), carried out by PETROBRAS in compliance with conditions required by the federal environmental licensing process conducted by IBAMA.IARA contains 129 h and 34 min of audio data from 1825 recordings, including ship and background noises in different environmental conditions. This provision could aid in future research in the field of underwater acoustic.
DOI: 10.15468/dl.wwvu24
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manacus manacus manacus"
 ]
}

 The dataset includes 374 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072934-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwceab
title: Occurrence Download

description: A dataset containing 1441914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus vernus (L.) Bernh., Carex aquatilis Wahlenb., Phalaris arundinacea L., Urtica sondenii (Simmons) Avrorin, Rumex acetosa 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 1441914 records from 1953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-181125
title: Blahovisnyk = Evangelist, 2009, no. 2 (2009 April-June), whole no. 64

description: [description english/roman)] Blahovisnyk, 2009, no. 2 (2009 kvitenʹ-chervenʹ), obshchiy no. 64 = Evangelist, 2009, no. 2 (2009 April-June), whole no. 64.
DOI: 10.15468/dl.gvtnkj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pestalotiopsis disseminata (Thüm.) Steyaert",
 {
 "or" : [
 "Country is United States",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126339-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8emr2h
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (DEU.4_1, DEU.8_1)",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Ondatra zibethicus (Linnaeus, 1766)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015440-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwqs5n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pythium pyrilobum Vaartaja",
 {
 "or" : [
 "Country is United States",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126393-210914110416597/datasets/export for details.
DOI: 10.25549/pcra-c14-180770
title: Blahovisnyk = Evangelist, 2004, no. 2 (2004 April-June), whole no. 44

description: [description english/roman)] Blahovisnyk, 2004, no. 2 (2004 kvitenʹ-chervenʹ), obshchiy no. 44 = Evangelist, 2004, no. 2 (2004 April-June), whole no. 44.
DOI: 10.25549/pcra-c14-180775
title: Blahovisnyk = Evangelist, 2004, no. 2 (2004 April-June), whole no. 44

description: [description english/roman)] Blahovisnyk, 2004, no. 2 (2004 kvitenʹ-chervenʹ), obshchiy no. 44 = Evangelist, 2004, no. 2 (2004 April-June), whole no. 44.
DOI: 10.15468/dl.egavgk
title: Occurrence Download

description: A dataset containing 6004585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columba palumbus Linnaeus, 1758)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6004585 records from 4651 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010683-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mf5sk
title: Occurrence Download

description: A dataset containing 10882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asterales"
 ]
}

 The dataset includes 10882 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009953-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14334012
title: Data for publication: The BEST-HMBC-HMQC experiment for pairing geminal methyl groups in Valine and Leucine side-chains.

description: This dataset contains additional files for the publication: The BEST-HMBC-HMQC experiment for pairing geminal methyl groups in Valine and Leucine side-chains.

The following items are included:

1) BEST-HMBC_HMQC_ulp.pp - Bruker pulseprogram 

2) BEST_HMBCHMQC_zenodo.xlsx - spreadsheet containing peak heights, and further calculations

3) acqus, acqu2s, acqu3s files - aquisition parameters
DOI: 10.5281/zenodo.14334013
title: Data for publication: The BEST-HMBC-HMQC experiment for pairing geminal methyl groups in Valine and Leucine side-chains.

description: This dataset contains additional files for the publication: The BEST-HMBC-HMQC experiment for pairing geminal methyl groups in Valine and Leucine side-chains.

The following items are included:

1) BEST-HMBC_HMQC_ulp.pp - Bruker pulseprogram 

2) BEST_HMBCHMQC_zenodo.xlsx - spreadsheet containing peak heights, and further calculations

3) acqus, acqu2s, acqu3s files - aquisition parameters
DOI: 10.5281/zenodo.14998694
title: Dataset for Quantified positive radiative forcing at a greening Canadian Boreal-Arctic transition over the last four decades

description: The data of Figure 6 (Rasters of land cover), Figure 7 (Rasters of greening slope and p-values) and Figure 9 (Raster of radiative forcings) for the following paper : "Quantified positive radiative forcing at a greening Canadian Boreal-Arctic transition over the last four decades"
DOI: 10.5281/zenodo.14998695
title: Dataset for Quantified positive radiative forcing at a greening Canadian Boreal-Arctic transition over the last four decades

description: The data of Figure 6 (Rasters of land cover), Figure 7 (Rasters of greening slope and p-values) and Figure 9 (Raster of radiative forcings) for the following paper : "Quantified positive radiative forcing at a greening Canadian Boreal-Arctic transition over the last four decades"
DOI: 10.15468/dl.b3waj5
title: Occurrence Download

description: A dataset containing 1034886 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS PWRC - Bird Phenology Program"
 ]
}

 The dataset includes 1034886 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009864-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmxcu3
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mergus squamatus Gould, 1864"
 ]
}

 The dataset includes 820 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009954-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14989892
title: Actin filaments reconstructed using EasySTORM on a Zeiss microscope
DOI: 10.5281/zenodo.14989893
title: Actin filaments reconstructed using EasySTORM on a Zeiss microscope
DOI: 10.6084/m9.figshare.28561283
title: Toda et al. Minimal impact of methane on satellite-era regional climate change (code and data, the initial submission)

description: The code and data used for the calculations of figures and numerical values in the text of <b>Toda et al., "Minimal impact of methane on satellite-era regional climate change"</b>. This is the initial submission version, not the final version.
DOI: 10.6084/m9.figshare.28561283.v1
title: Toda et al. Minimal impact of methane on satellite-era regional climate change (code and data, the initial submission)

description: The code and data used for the calculations of figures and numerical values in the text of <b>Toda et al., "Minimal impact of methane on satellite-era regional climate change"</b>. This is the initial submission version, not the final version.
DOI: 10.15454/uezxby/2inswt
title: vibrissesRMQS.shx

description: :unav
DOI: 10.15454/uezxby/bruqmf
title: vibrissesRMQS.sbn

description: :unav
DOI: 10.15454/uezxby/c9dtqi
title: vibrissesRMQS.sbx

description: :unav
DOI: 10.15454/uezxby/e9cpin
title: vibrissesRMQS.shp

description: Shape file , ArcGIS
DOI: 10.15454/uezxby/klqejx
title: vibrissesRMQS.dbf

description: Attribute table of the shapefile (ArcGIS file)
DOI: 10.15454/uezxby/nze4g3
title: dictionnaire.txt

description: Dictionnaire de la table attributaire du jeu de données spatiales
DOI: 10.15454/uezxby/p5dats
title: vibrissesRMQS.prj

description: :unav
DOI: 10.57745/00d5ex
title: vibrissesRMQSv2024.shp

description: :unav
DOI: 10.57745/8tbfd0
title: vibrissesRMQSv2024.shx

description: :unav
DOI: 10.57745/avkwdn
title: vibrissesRMQS.prj

description: fichier shapefile
DOI: 10.57745/bincwr
title: vibrissesRMQSv2024.prj

description: :unav
DOI: 10.57745/gkklmn
title: vibrissesRMQS.shp

description: fichier shapefile
DOI: 10.57745/iovvvg
title: vibrissesRMQS.shx

description: fichier shapefile
DOI: 10.57745/izlfqi
title: dictionnaire2025.ods

description: Dictionnaire des données
DOI: 10.57745/mxvu3k
title: dictionnairev2023.txt

description: Dictionnaire de la table attributaire du jeu de données spatiales
DOI: 10.57745/nejvls
title: vibrissesRMQS.dbf

description: fichier shapefile
DOI: 10.57745/yma9bt
title: vibrissesRMQSv2024.dbf

description: :unav
DOI: 10.57680/asep.0600384
title: Bibliografie českého literárního exilu (1948–1989)
title: Czech Literature of Exile Bibliography
title: Bibliografie českého literárního exilu – říjen 2024

description: Dataset obsahuje záznamy cca 1400 knih vydaných v českých exilových nakladatelstvích v letech 1948–1989 a záznamy cca 7500 statí s literární tematikou publikovaných v českých exilových časopisech z uvedeného období. Obsahově se tato původní databáze kryje s publikací Františka Knoppa Česká literatura v exilu 1948–1989 (Praha: Makropulos, 1996), která byla do stávající databáze kompletně převedena z formátu ISIS.
description: The dataset contains records of approximately 1400 books published by Czech exile publishers between 1948 and 1989 and records of approximately 7500 essays on literary topics published in Czech exile journals from that period. In terms of content, this original database coincides with František Knopp's publication Czech Literature in Exile 1948-1989 (Prague: Makropulos, 1996), which was completely transferred from ISIS format to the current database.
DOI: 10.5281/zenodo.14998696
title: Quantum AI CLOUD Parameters
DOI: 10.5281/zenodo.14998697
title: Quantum AI CLOUD Parameters
DOI: 10.15468/dl.audrdn
title: Occurrence Download

description: A dataset containing 4601 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((22.55733 -27.94091,22.63282 -27.94091,22.63282 -27.86714,22.55733 -27.86714,22.55733 -27.94091))"
 ]
}

 The dataset includes 4601 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009870-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14997672
title: Simulated ground motion dataset in the Azores plateau, Portugal, on rock and soil sites

description: Simulated Ground Motion Dataset for the Azores PlateauThis repository contains a simulated ground motion dataset for the Azores Plateau (Portugal), including rock and soil site conditions. The dataset is generated using a stochastic source-based approach with randomized input parameters to capture aleatory uncertainty. Soil amplification effects are modeled using regional one-dimensional soil profiles. Validation confirms that the dataset accurately represents real ground motion variability and inter-period correlations. This dataset supports seismic hazard analysis and risk assessment in the region.
DOI: 10.5281/zenodo.14997673
title: Simulated ground motion dataset in the Azores plateau, Portugal, on rock and soil sites

description: Simulated Ground Motion Dataset for the Azores PlateauThis repository contains a simulated ground motion dataset for the Azores Plateau (Portugal), including rock and soil site conditions. The dataset is generated using a stochastic source-based approach with randomized input parameters to capture aleatory uncertainty. Soil amplification effects are modeled using regional one-dimensional soil profiles. Validation confirms that the dataset accurately represents real ground motion variability and inter-period correlations. This dataset supports seismic hazard analysis and risk assessment in the region.