cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4uxmp3
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Carex phalaroides Kunth"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206242-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8gsud
title: Occurrence Download

description: A dataset containing 2071 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarias batrachus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2071 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036831-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kve7t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collection Graptolithina fossil SMF",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206204-210914110416597/datasets/export for details.
DOI: 10.15468/dl.zbxl9t
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Salmoniformes"
 ]
}

 The dataset includes 784 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017666-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed8uv7
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum wilsonii"
 ]
}

 The dataset includes 553 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013650-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.472c9e
title: Occurrence Download

description: A dataset containing 971 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthopagrus berda"
 ]
}

 The dataset includes 971 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30634574
title: Population attributable fractions of a wide range of peripheral diseases for the burden of dementia

description: Using relative risks estimated from meta-analyses, prevalences extracted from Global Burden of Disease Study 2021, and communalities derived from UK Biobank, we conducted comprehensive analyses of the population attributable fractions (PAFs) of 16 peripheral diseases across 9 systems for dementia, providing the estimates stratified by sex, age, socio-demographic index (SDI) levels, and world regions and countries, and temporal trends from 1990 to 2021.
DOI: 10.6084/m9.figshare.30634574.v2
title: Population attributable fractions of a wide range of peripheral diseases for the burden of dementia

description: Using relative risks estimated from meta-analyses, prevalences extracted from Global Burden of Disease Study 2021, and communalities derived from UK Biobank, we conducted comprehensive analyses of the population attributable fractions (PAFs) of 16 peripheral diseases across 9 systems for dementia, providing the estimates stratified by sex, age, socio-demographic index (SDI) levels, and world regions and countries, and temporal trends from 1990 to 2021.
DOI: 10.6084/m9.figshare.30634574.v1
title: Population attributable fractions of a wide range of peripheral diseases for the burden of dementia

description: Using relative risks estimated from meta-analyses, prevalences extracted from Global Burden of Disease Study 2021, and communalities derived from UK Biobank, we conducted comprehensive analyses of the population attributable fractions (PAFs) of 16 peripheral diseases across 9 systems for dementia, providing the estimates stratified by sex, age, socio-demographic index (SDI) levels, and world regions and countries, and temporal trends from 1990 to 2021.
DOI: 10.5281/zenodo.17746996
title: Talabalar ijtimoiy faollik  indeksini rivojlantirishda tyutorlik  faoliyatining o'rni va ahamiyati

description: Ushbu maqolada talabalar ijtimoiy faollik indeksini rivojlantirishda tyutorlik faoliyatining o‘rni va ahamiyati tahlil qilinadi. Talabalar jamiyatdagi ijtimoiy mas’uliyatni oshirish, liderlik va jamoaviy ish ko‘nikmalarini shakllantirish uchun tyutorlarning individual yondashuvi va qo‘llab-quvvatlashi muhim vosita ekanligi ko‘rsatildi. Tyutorlik tizimi talabalarning shaxsiy va ijtimoiy rivojlanishiga, motivatsiyasini oshirishga hamda ijtimoiy faoliyatda faol ishtirok etishiga ijobiy ta’sir ko‘rsatadi. Maqolada tyutorlik faoliyatining samaradorligini oshirish yo‘llari va uning talabalar faolligini mustahkamlashdagi roli batafsil tahlil qilinadi. Tadqiqot natijalari ta’lim muassasalarida tyutorlik tizimini yanada takomillashtirish va talabalar ijtimoiy faolligini rag‘batlantirish uchun amaliy tavsiyalar beradi
DOI: 10.5281/zenodo.17746997
title: Talabalar ijtimoiy faollik  indeksini rivojlantirishda tyutorlik  faoliyatining o'rni va ahamiyati

description: Ushbu maqolada talabalar ijtimoiy faollik indeksini rivojlantirishda tyutorlik faoliyatining o‘rni va ahamiyati tahlil qilinadi. Talabalar jamiyatdagi ijtimoiy mas’uliyatni oshirish, liderlik va jamoaviy ish ko‘nikmalarini shakllantirish uchun tyutorlarning individual yondashuvi va qo‘llab-quvvatlashi muhim vosita ekanligi ko‘rsatildi. Tyutorlik tizimi talabalarning shaxsiy va ijtimoiy rivojlanishiga, motivatsiyasini oshirishga hamda ijtimoiy faoliyatda faol ishtirok etishiga ijobiy ta’sir ko‘rsatadi. Maqolada tyutorlik faoliyatining samaradorligini oshirish yo‘llari va uning talabalar faolligini mustahkamlashdagi roli batafsil tahlil qilinadi. Tadqiqot natijalari ta’lim muassasalarida tyutorlik tizimini yanada takomillashtirish va talabalar ijtimoiy faolligini rag‘batlantirish uchun amaliy tavsiyalar beradi
DOI: 10.15468/dl.xfx695
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-4.148647 37.56086, -4.14866 37.56123, -4.148697 37.5616, -4.148758 37.56197, -4.148844 37.56234, -4.148954 37.5627, -4.149087 37.56306, -4.149244 37.56341, -4.149424 37.56375, -4.149627 37.56409, -4.149851 37.56442, -4.150097 37.56473, -4.150363 37.56504, -4.150649 37.56534, -4.150955 37.56562, -4.151279 37.56589, -4.15162 37.56615, -4.151977 37.56639, -4.15235 37.56662, -4.152738 37.56683, -4.153139 37.56702, -4.153552 37.5672, -4.153977 37.56736, -4.154411 37.5675, -4.154855 37.56763, -4.155306 37.56773, -4.155763 37.56782, -4.156225 37.56789, -4.156692 37.56794, -4.15716 37.56797, -4.157631 37.56798, -4.158101 37.56797, -4.15857 37.56794, -4.159036 37.56789, -4.159498 37.56782, -4.159956 37.56773, -4.160407 37.56763, -4.16085 37.5675, -4.161284 37.56736, -4.161709 37.5672, -4.162122 37.56702, -4.162523 37.56683, -4.162911 37.56662, -4.163284 37.56639, -4.163641 37.56615, -4.163983 37.56589, -4.164306 37.56562, -4.164612 37.56534, -4.164898 37.56504, -4.165165 37.56473, -4.16541 37.56442, -4.165635 37.56409, -4.165837 37.56375, -4.166017 37.56341, -4.166174 37.56306, -4.166308 37.5627, -4.166417 37.56234, -4.166503 37.56197, -4.166565 37.5616, -4.166601 37.56123, -4.166614 37.56086, -4.166601 37.56048, -4.166565 37.56011, -4.166503 37.55974, -4.166417 37.55937, -4.166308 37.55901, -4.166174 37.55865, -4.166017 37.5583, -4.165837 37.55796, -4.165635 37.55762, -4.16541 37.55729, -4.165165 37.55698, -4.164898 37.55667, -4.164612 37.55637, -4.164306 37.55609, -4.163983 37.55582, -4.163641 37.55556, -4.163284 37.55532, -4.162911 37.55509, -4.162523 37.55488, -4.162122 37.55469, -4.161709 37.55451, -4.161284 37.55435, -4.16085 37.55421, -4.160407 37.55408, -4.159956 37.55398, -4.159498 37.55389, -4.159036 37.55382, -4.15857 37.55377, -4.158101 37.55374, -4.157631 37.55373, -4.15716 37.55374, -4.156692 37.55377, -4.156225 37.55382, -4.155763 37.55389, -4.155306 37.55398, -4.154855 37.55408, -4.154411 37.55421, -4.153977 37.55435, -4.153552 37.55451, -4.153139 37.55469, -4.152738 37.55488, -4.15235 37.55509, -4.151977 37.55532, -4.15162 37.55556, -4.151279 37.55582, -4.150955 37.55609, -4.150649 37.55637, -4.150363 37.55667, -4.150097 37.55698, -4.149851 37.55729, -4.149627 37.55762, -4.149424 37.55796, -4.149244 37.5583, -4.149087 37.55865, -4.148954 37.55901, -4.148844 37.55937, -4.148758 37.55974, -4.148697 37.56011, -4.14866 37.56048, -4.148647 37.56086))"
 ]
}

 The dataset includes 113 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013652-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asxbaz
title: Occurrence Download

description: A dataset containing 221898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221898 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013626-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucwp59
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mecopoda niponensis"
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013653-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czszk2
title: Occurrence Download

description: A dataset containing 1709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractomorpha lata"
 ]
}

 The dataset includes 1709 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013655-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vc9ea
title: Occurrence Download

description: A dataset containing 5199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdosargus sarba"
 ]
}

 The dataset includes 5199 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17746932
title: Thermal conductivity of ZrO2

description: Input and output files for the solution of the phonon Boltzmann Transport Equatiion (BTE) including 3- and 4-phonon scattering
DOI: 10.5281/zenodo.17746933
title: Thermal conductivity of ZrO2

description: Input and output files for the solution of the phonon Boltzmann Transport Equatiion (BTE) including 3- and 4-phonon scattering
DOI: 10.15468/dl.fu5xbp
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d25pu7
title: Occurrence Download

description: A dataset containing 16069 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermophilus"
 ]
}

 The dataset includes 16069 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013657-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee3fmf
title: Occurrence Download

description: A dataset containing 7292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sparus aurata"
 ]
}

 The dataset includes 7292 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zruxt8
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astridia hallii"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013659-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t3xb4
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Machilus microcarpa"
 ]
}

 The dataset includes 162 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013658-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb8hdq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parargyrops edita"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013660-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15128/r22n49t173j
title: Kinetic of desorption in chemisorption heat pump technology for solar thermal energy storage [dataset]

description: Research data in CSV format.
description: In this research, the kinetics of the desorption process within chemisorption heat pump systems are studied, particularly for storing thermal energy. Chemisorption heat pumps, recognised for their heating and cooling capabilities, have recently been explored for their potential in energy storage. This technology stands out for its ability to function as seasonal energy storage by harnessing solar energy. A key aspect under investigation is the behaviour of the desorption process of adsorbent and the release of ammonia for storage. This study employs a mixture of strontium chloride (SrCl2) and expanded graphite as a composite material. It examined the reactor’s kinetics and the heat dissipation within a single core of the reactor, noting that approximately four minutes are required for the heat to fully dissipate in a single core. Its operation at temperatures ranging from 76 °C to 101 °C was studied, which desorbed 1.4 kg of ammonia within 35 to 110 min. Additionally, a solar heat source in a scenario to power the system was investigated, which reveals a surface energy density of 2.5 kWh/m and a levelised cost of energy of £0.375/kWh over a 30-year life-cycle. This cost is 2.5 times higher than that of conventional air–water heat pumps.
description: Experiment
DOI: 10.15468/dl.atf66r
title: Occurrence Download

description: A dataset containing 22480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22480 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013661-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30738038
title: NPC in Indian Children Who Participated in the Alternate PCV Dosing Study

description: The present study is a longitudinal observational study of children vaccinated with different schedules of PCVs (3+0, 2+1, and 1+1) during a previously conducted randomized clinical trial. It also includes the previous control group that received 2 doses of PCV in the second year of life at the end of the study and a newly added unvaccinated cohort. A total of 771 study participants who completed the follow-up of the parent study were approached at 36 months of age for participation in the present study. Additionally, 115 healthy children of the same age who were not part of the parent study and did not receive PCV were recruited as a control group. Children are followed up six-monthly for nasopharyngeal carriage, and information regarding factors affecting nasopharyngeal carriage is collected.<br><br>
DOI: 10.6084/m9.figshare.30738038.v1
title: NPC in Indian Children Who Participated in the Alternate PCV Dosing Study

description: The present study is a longitudinal observational study of children vaccinated with different schedules of PCVs (3+0, 2+1, and 1+1) during a previously conducted randomized clinical trial. It also includes the previous control group that received 2 doses of PCV in the second year of life at the end of the study and a newly added unvaccinated cohort. A total of 771 study participants who completed the follow-up of the parent study were approached at 36 months of age for participation in the present study. Additionally, 115 healthy children of the same age who were not part of the parent study and did not receive PCV were recruited as a control group. Children are followed up six-monthly for nasopharyngeal carriage, and information regarding factors affecting nasopharyngeal carriage is collected.<br><br>
DOI: 10.15468/dl.25t4mj
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-6.513825 37.00652, -6.513838 37.00689, -6.513875 37.00727, -6.513936 37.00764, -6.514022 37.00801, -6.514131 37.00837, -6.514265 37.00873, -6.514422 37.00909, -6.514602 37.00943, -6.514804 37.00977, -6.515029 37.0101, -6.515275 37.01042, -6.515541 37.01073, -6.515827 37.01103, -6.516133 37.01132, -6.516456 37.01159, -6.516798 37.01185, -6.517155 37.01209, -6.517528 37.01232, -6.517916 37.01253, -6.518317 37.01273, -6.51873 37.01291, -6.519155 37.01307, -6.519589 37.01321, -6.520033 37.01334, -6.520484 37.01345, -6.520941 37.01353, -6.521403 37.0136, -6.52187 37.01365, -6.522338 37.01368, -6.522809 37.01369, -6.523279 37.01368, -6.523748 37.01365, -6.524214 37.0136, -6.524676 37.01353, -6.525134 37.01345, -6.525584 37.01334, -6.526028 37.01321, -6.526462 37.01307, -6.526887 37.01291, -6.5273 37.01273, -6.527701 37.01253, -6.528089 37.01232, -6.528462 37.01209, -6.528819 37.01185, -6.529161 37.01159, -6.529484 37.01132, -6.52979 37.01103, -6.530076 37.01073, -6.530342 37.01042, -6.530588 37.0101, -6.530813 37.00977, -6.531015 37.00943, -6.531195 37.00909, -6.531352 37.00873, -6.531486 37.00837, -6.531595 37.00801, -6.531681 37.00764, -6.531742 37.00727, -6.531779 37.00689, -6.531792 37.00652, -6.531779 37.00614, -6.531742 37.00577, -6.531681 37.00539, -6.531595 37.00503, -6.531486 37.00466, -6.531352 37.0043, -6.531195 37.00395, -6.531015 37.0036, -6.530813 37.00326, -6.530588 37.00293, -6.530342 37.00261, -6.530076 37.0023, -6.52979 37.002, -6.529484 37.00172, -6.529161 37.00144, -6.528819 37.00119, -6.528462 37.00094, -6.528089 37.00071, -6.527701 37.0005, -6.5273 37.0003, -6.526887 37.00012, -6.526462 36.99996, -6.526028 36.99982, -6.525584 36.99969, -6.525134 36.99959, -6.524676 36.9995, -6.524214 36.99943, -6.523748 36.99938, -6.523279 36.99935, -6.522809 36.99934, -6.522338 36.99935, -6.52187 36.99938, -6.521403 36.99943, -6.520941 36.9995, -6.520484 36.99959, -6.520033 36.99969, -6.519589 36.99982, -6.519155 36.99996, -6.51873 37.00012, -6.518317 37.0003, -6.517916 37.0005, -6.517528 37.00071, -6.517155 37.00094, -6.516798 37.00119, -6.516456 37.00144, -6.516133 37.00172, -6.515827 37.002, -6.515541 37.0023, -6.515275 37.00261, -6.515029 37.00293, -6.514804 37.00326, -6.514602 37.0036, -6.514422 37.00395, -6.514265 37.0043, -6.514131 37.00466, -6.514022 37.00503, -6.513936 37.00539, -6.513875 37.00577, -6.513838 37.00614, -6.513825 37.00652))"
 ]
}

 The dataset includes 175 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013662-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhg5fg
title: Occurrence Download

description: A dataset containing 1361112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cicadellidae"
 ]
}

 The dataset includes 1361112 records from 1489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013601-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17061673
title: Processed test data from ERX1492351 using nexomis/rna-preprocessing@1.1.2

description: This is a pre-processed dataset to streamline testing of expression analysis R package. the preprocessing steps are self-contained via a nextflow command line with parameters (see run.sh)
DOI: 10.5281/zenodo.17061674
title: Processed test data from ERX1492351 using nexomis/rna-preprocessing@1.1.2

description: This is a pre-processed dataset to streamline testing of expression analysis R package. the preprocessing steps are self-contained via a nextflow command line with parameters (see run.sh)
DOI: 10.15468/dl.knswp8
title: Occurrence Download

description: A dataset containing 34251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gallus gallus",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34251 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030075-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30059431
title: <b>Characterization of the Fourier Amplitude Spectrum in New Zealand using Machine Learning</b>

description: The Matlab codes provide FAS predictions for New Zealand using the proposed ANN, LSTM and CVAE models, for the given input parameters which includes Moment magnitude (M<sub>w</sub>), Joyner-Boore distance (R<sub>JB</sub>), Shear wave velocity (V<sub>s30</sub>), event depth (H) and Tectonic Classification flag (T). Main_ANN, Main_LSTM and Main_CVAE are the executable files and ANN_model_data, LSTM_model_data, and CVAE_model_data are the corresponding supporting files respectively.