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

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gibelion catla (Hamilton, 1822)"
 ]
}

 The dataset includes 78 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335100-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9q5fg
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola glandularis H.E.Ballard & P.Jørg."
 ]
}

 The dataset includes 45 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031730-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcevkg
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paragalaxias julianus McDowall & Fulton, 1978"
 ]
}

 The dataset includes 113 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jetawx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis paniculata Luer & Hirtz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142158-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvxqne
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astrodaucus orientalis (L.) Drude",
 "HasCoordinate is true"
 ]
}

 The dataset includes 238 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062006-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54hx6m
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis parvilabris Lindl."
 ]
}

 The dataset includes 60 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142182-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zunxyh
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelorinchus canus (Garman, 1899)"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062011-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwdqdg
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum chrysophaenum Rail."
 ]
}

 The dataset includes 43 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005729-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5fsz6
title: Occurrence Download

description: A dataset containing 216298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.17508 5.36386,-75.82077 5.36386,-75.82077 5.89959,-76.17508 5.89959,-76.17508 5.36386))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 216298 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317035-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aebnnf
title: Occurrence Download

description: A dataset containing 893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corytophanes hernandesii (Wiegmann, 1831)"
 ]
}

 The dataset includes 893 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008976-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak39nf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reitterelater Platia & Cate, 1990",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315485-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjpuj3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis pachyrrhiza Luer & R.Vásquez"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142151-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cczbqs
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exerodonta xera (Mendelson & Campbell, 1994)"
 ]
}

 The dataset includes 111 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317015-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zey9rq
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sumatroscirpus paniculatocorymbosus (Kük.) Lév.-Bourret & J.R.Starr"
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119345-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3svwg3
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum ascyron subsp. ascyron",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 156 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0386479-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q87mz
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrophiothrix hybrida (H.L.Clark, 1915)"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135365-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br9yg6
title: Occurrence Download

description: A dataset containing 947197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Branta bernicla (Linnaeus, 1758)"
 ]
}

 The dataset includes 947197 records from 384 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027604-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jd6wk8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scirpus melanocaulos Phil."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119336-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.327s8f
title: Occurrence Download

description: A dataset containing 9061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dasytes aeratus Stephens, 1830, Dasytes alpigradus Kiesenwetter, 1863, Dasytes niger (Linnaeus, 1760))",
 "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 9061 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tbc5w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stelis pachystachya Lindl."
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142152-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqxtgc
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Macrovipera lebetinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317061-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68a2a8
title: Occurrence Download

description: A dataset containing 2563066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium Tourn. ex L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2563066 records from 3994 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142186-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh8dfu
title: Occurrence Download

description: A dataset containing 1434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suaeda glauca"
 ]
}

 The dataset includes 1434 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043257-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bt2c8t
title: Global 15 x 15 Minute Grids of the Downscaled GDP Based on the SRES B2 Scenario, 1990 and 2025

description: The Global 15x15 Minute Grids of the Downscaled GDP Based on the Special Report on Emissions Scenarios (SRES) B2 Scenario, 1990 and 2025, are geospatial distributions of Gross Domestic Product (GDP) per unit area (GDP densities). These global grids were generated using the Country-level GDP and Downscaled Projections Based on the SRES B2 Scenario, 1990-2100 data set, and CIESIN's Gridded Population of World, Version 2 (GPWv2) data set as the base map. First, the GDP per capita was developed at a country-level for 1990 and 2025. Then the gridded GDP was developed within each country by applying the GDP per capita to each grid cell of the GPW, under the assumption that the GDP per capita was uniform within a country. This data set is produced and distributed by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide gridded GDP data on country-level downscaled projections based on the SRES B2 marker scenario.
DOI: 10.15468/dl.7z7azk
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Egeria densa"
 ]
}

 The dataset's 1 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043238-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3v7ts
title: Occurrence Download

description: A dataset containing 146564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petasites hybridus"
 ]
}

 The dataset includes 146564 records from 718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043182-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yul1d0
title: Country-Level GDP and Downscaled Projections Based on the SRES A1, A2, B1, and B2 Marker Scenarios, 1990-2100

description: The Country-Level GDP and Downscaled Projections Based on the Special Report on Emissions Scenarios (SRES) A1, A2, B1, and B2 marker scenarios, 1990-2100, were developed using the 1990 base year GDP (Gross Domestic Product) from national accounts database available from the UN Statistics Division. SRES regional GDP growth rates were calculated from 1990 to 2100 based on the SRES marker model regional data and applied uniformly to each country that fell within the SRES-defined regions. This data set is produced and distributed by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To provide data on country-level GDP per capita and downscaled projections based on the SRES A1, A2, B1, B2 marker scenarios.
DOI: 10.15468/dl.b9umby
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is "
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043259-250827131500795/datasets/export for details.
DOI: 10.15468/dl.sbv76n
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.15585 19.16948,-96.15613 19.16916,-96.1562 19.16837,-96.15622 19.16742,-96.15601 19.16666,-96.15555 19.1664,-96.15509 19.16659,-96.155 19.16774,-96.15514 19.16896,-96.15532 19.16959,-96.15585 19.16948))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 348 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043260-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk9ez2
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemipterus randalli",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 287 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043258-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cexwyq
title: Heluna Health Household Emergency Preparedness Survey 2023 - Prescribed Burns and Wildfire Smoke Impacts Survey Instrument

description: The Heluna Health Household Emergency Preparedness Survey (version 2023) assessed household preparedness for wildfire smoke, extreme heat, power outages, and communicable disease outbreaks. The survey also assessed public opinions around prescribed burns. This survey instrument includes the modules for prescribed burns and wildfire smoke preparedness. Note that some survey questions in these modules pertain to preparedness for extreme heat or power outages.
description: This file is the survey instrument only.
DOI: 10.25345/c55t3gc63
title: MassIVE MSV000099088 - Role of FASN in bladder cancer
title: Middle down proteomic analysis of Histone H3 for a study of changes upon smoke exposure and FASN modulation
DOI: 10.15468/dl.zbasm4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena rigida",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043265-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g582ca
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leiarius marmoratus"
 ]
}

 The dataset includes 86 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043268-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytfc39
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocereus huastecorum"
 ]
}

 The dataset includes 273 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043263-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzmhk6
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notarius grandicassis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043262-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gv3dr
title: Occurrence Download

description: A dataset containing 2137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neotamias merriami"
 ]
}

 The dataset includes 2137 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043267-250827131500795/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.30081121
title: Digital Transformation Accounting Saudi Arabia

description: Saudi Arabia’s digital transformation—anchored in Vision 2030—has catalyzed a regulatory and technology environment that rewards trustworthy, real‑time financial reporting and assurance. IFRS adoption as endorsed by SOCPA, the New Companies Law, ZATCA’s e‑invoicing (FATOORAH), PDPL data‑protection rules, national cybersecurity controls (NCA ECC), cloud and open‑banking frameworks together enable audit evidence that is more timely, tamper‑resistant, and machine‑verifiable. Into this landscape, Artificial Intelligence (AI) and blockchain are redefining audit assurance: AI scales risk assessment, anomaly detection and predictive controls; blockchain underpins immutable audit trails and continuous confirmation. Together, these technologies can reduce audit latency, improve reliability of evidence, and elevate investor confidence—key ingredients for attracting foreign capital and fostering a high‑trust, high‑growth economy.For Premium Residency reviewers, this paper demonstrates not only the national context but also the author’s hands‑on capability—as a Senior AR Accountant—to deploy AI‑driven receivables analytics and blockchain‑informed evidence chains that directly support audit quality, tax compliance, and capital access in Saudi Arabia.
DOI: 10.6084/m9.figshare.30081121.v1
title: Digital Transformation Accounting Saudi Arabia

description: Saudi Arabia’s digital transformation—anchored in Vision 2030—has catalyzed a regulatory and technology environment that rewards trustworthy, real‑time financial reporting and assurance. IFRS adoption as endorsed by SOCPA, the New Companies Law, ZATCA’s e‑invoicing (FATOORAH), PDPL data‑protection rules, national cybersecurity controls (NCA ECC), cloud and open‑banking frameworks together enable audit evidence that is more timely, tamper‑resistant, and machine‑verifiable. Into this landscape, Artificial Intelligence (AI) and blockchain are redefining audit assurance: AI scales risk assessment, anomaly detection and predictive controls; blockchain underpins immutable audit trails and continuous confirmation. Together, these technologies can reduce audit latency, improve reliability of evidence, and elevate investor confidence—key ingredients for attracting foreign capital and fostering a high‑trust, high‑growth economy.For Premium Residency reviewers, this paper demonstrates not only the national context but also the author’s hands‑on capability—as a Senior AR Accountant—to deploy AI‑driven receivables analytics and blockchain‑informed evidence chains that directly support audit quality, tax compliance, and capital access in Saudi Arabia.