cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dys3m2ht8x.1
title: Dataset for the Determination of Solar Photovoltaic Energy Potential for Selected State Capitals in Southwest, Nigeria Using Artificial Neural Network

description: This dataset consists of nine spreadsheets in CSV format. They contain historical weather data and were obtained from Solcast and NiMet (Nigerian Metrological Agency). The dataset includes several weather and solar energy variables for four state capitals (Abeokuta, Akure, Ibadan, and Ado-Ekiti) in the Southwest zone of Nigeria. Air temperature (air_temp) measures how hot or cold the air is, usually in degrees Celsius, while dewpoint temperature (dewpoint_temp) indicates the temperature at which air moisture condenses into water, showing how humid the air is. Diffuse horizontal irradiance (dhi) represents scattered sunlight reaching the surface after being diffused by clouds or particles, and global horizontal irradiance (ghi) measures the total sunlight, both direct and scattered, received on a horizontal surface, making it essential for solar energy analysis. Relative humidity (relative_humidity) expresses the amount of moisture in the air as a percentage of its maximum capacity at that temperature. Wind speed at 10 meters (wind_speed_10m) records how fast the wind blows at a height of 10 meters above the ground. 
For the NiMet data, the meteorological parameters consist of YEAR, MO, DY, and HR represent the date and time of each observation, corresponding to the year, month, day, and hour. ALLSKY_SFC_UVA indicates the all-sky surface ultraviolet radiation (UVA) received at the ground level and T2M, T2MDEW, T2MWET, and RH2M refer to the air temperature, the dew point, wet-bulb temperatures, and relative humidity measured at 2 meters above the surface, respectively. WS10M is the wind speed measured at 10 metres above the ground, indicating the strength of surface-level winds.

The files included are:
1. nimet_abeokuta_hourly.csv: Data obtained from the Nigerian Meteorological Agency (NiMet) specifically for the city of Abeokuta, Ogun State
2. nimet_akure_hourly.csv: Data obtained from the Nigerian Meteorological Agency (NiMet) specifically for the city of Akure, Ondo State
3. nimet_ekiti_hourly.csv: Data obtained from the Nigerian Meteorological Agency (NiMet) specifically for Ekiti State, Nigeria
4. nimet_ibadan_hourly.csv: Data obtained from the Nigerian Meteorological Agency (NiMet) specifically for the city of Ibadan, Oyo State
5. solacast_abeokuta_2010_data.csv: Historical weather data for Abeokuta, Ogun State, Nigeria, obtained from Solacast, covering the year 2010. 
6. solacast_ekiti_2010_data.csv: Historical weather data for Ekiti State, Nigeria, obtained from Solacast, covering the year 2010
7. solacast_ibadan_2010_data.csv: Historical weather data for Ibadan, Oyo State, Nigeria, obtained from Solacast, covering the year 2010
8. solcast_akure_2010_data.csv: Historical weather data for Akure, Ondo State, Nigeria, obtained from Solacast, covering the year 2010.
9. solcast_2020_all_data.csv: Combined weather and solar irradiance data, historical for the four cities, obtained from Solcast for the year 2020.
DOI: 10.3535/6bg-ep9-sv4
title: Parsonsia goniostemon Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/732-4eg-p9e
title: Cephalaria transsylvanica (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/dk1-69j-4v9
title: Carex pilulifera L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3c2-0cj-8y1
title: Salix lanata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6fv-mt2-574
title: Salix herbacea L. x Salix polaris Wahlenb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/e82-w4n-1je
title: Viola doerfleri Degen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/06z-5q0-44v
title: Salix purpurea L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4h4-9r2-v2a
title: Viola hymettia Boiss. & Heldr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cg6-6s6-44g
title: Salix myrtilloides L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/e3b-5wk-dkj
title: Helichrysum italicum (Roth) G. Don

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jfc-qcz-awy
title: Ranunculus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rv1-k4v-3jn
title: Polygonum aviculare subsp. aviculare L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b8w-090-s00
title: Juncus articulatus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jp3-vv7-mcp
title: Campanula armena Steven

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kcx-43h-wet
title: Carex halleriana Asso

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.17632/6v35jvh4t5
title: Argentina FMVM Dataset (2023–2025): Decomposition of the Milei Shock across Sovereign, Liquidity, Behavioral, and Institutional Channels

description: This dataset accompanies the paper “What Exactly Rerated in Argentina? Decomposing the Milei Shock across Sovereign, Liquidity, Behavioral, and Institutional Channels (2023–2025)” and provides the empirical foundation for its multi-premium decomposition analysis.

The dataset captures the monthly evolution of Argentina’s equity-market valuation during the Milei administration, using the Frontier Market Valuation Model (FMVM) framework. The FMVM expands upon Damodaran’s country-risk methodology by decomposing the total equity-risk premium (ERP) into four additive channels:

Sovereign Risk Premium (CRP) — derived from Damodaran’s ex-post country spreads.

Liquidity Premium (LP) — estimated from turnover velocity and transaction-cost indicators.

Behavioral Premium (BP) — extracted from volatility and sentiment data.

Institutional Quality Premium (IQP) — modeled from governance, policy, and regulatory-stability factors with event-based decay adjustments.

The dataset integrates these FMVM components with benchmark variables such as ERP_CAPM, ERP_CAPM_CRP, ERP_FMVM, and valuation anchors (Forward_P/E and Inverse_P/E) to provide a complete risk-return decomposition for Argentina’s stock market between January 2023 and September 2025. Monthly Forward P/E ratios are sourced from worldperatio.com (ARGT ETF proxy, Oct 2025 value = 12.41), while sovereign spreads follow Damodaran’s January 2024–2025 updates. All values are expressed in percentage points (pp) and consistent with financial-economics conventions.

The dataset enables replication of the paper’s main results, including the identification of how post-election market rerating was driven primarily by the compression of sovereign and institutional premia, while liquidity and behavioral factors showed transient volatility. Researchers can use this file to extend FMVM analysis to other frontier markets or to test policy-risk sensitivity in emerging economies.
DOI: 10.3535/1a7-vnl-p9j
title: Campanula armena Steven

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h5c-t4j-r74
title: Salix xanthicola K. I. Chr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vzt-kk7-vcs
title: Orobanche caesia Rchb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f6x-0gg-s23
title: Chara canescens Loisel.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m4c-60l-keg
title: Salix silesiaca Willd.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vnq-d7c-648
title: Chara canescens Loisel.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.17632/6v35jvh4t5.1
title: Argentina FMVM Dataset (2023–2025): Decomposition of the Milei Shock across Sovereign, Liquidity, Behavioral, and Institutional Channels

description: This dataset accompanies the paper “What Exactly Rerated in Argentina? Decomposing the Milei Shock across Sovereign, Liquidity, Behavioral, and Institutional Channels (2023–2025)” and provides the empirical foundation for its multi-premium decomposition analysis.

The dataset captures the monthly evolution of Argentina’s equity-market valuation during the Milei administration, using the Frontier Market Valuation Model (FMVM) framework. The FMVM expands upon Damodaran’s country-risk methodology by decomposing the total equity-risk premium (ERP) into four additive channels:

Sovereign Risk Premium (CRP) — derived from Damodaran’s ex-post country spreads.

Liquidity Premium (LP) — estimated from turnover velocity and transaction-cost indicators.

Behavioral Premium (BP) — extracted from volatility and sentiment data.

Institutional Quality Premium (IQP) — modeled from governance, policy, and regulatory-stability factors with event-based decay adjustments.

The dataset integrates these FMVM components with benchmark variables such as ERP_CAPM, ERP_CAPM_CRP, ERP_FMVM, and valuation anchors (Forward_P/E and Inverse_P/E) to provide a complete risk-return decomposition for Argentina’s stock market between January 2023 and September 2025. Monthly Forward P/E ratios are sourced from worldperatio.com (ARGT ETF proxy, Oct 2025 value = 12.41), while sovereign spreads follow Damodaran’s January 2024–2025 updates. All values are expressed in percentage points (pp) and consistent with financial-economics conventions.

The dataset enables replication of the paper’s main results, including the identification of how post-election market rerating was driven primarily by the compression of sovereign and institutional premia, while liquidity and behavioral factors showed transient volatility. Researchers can use this file to extend FMVM analysis to other frontier markets or to test policy-risk sensitivity in emerging economies.
DOI: 10.3535/6gm-8pa-wtc
title: Stapelia grandiflora Masson

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g59-vzk-5nj
title: Knautia rupicola (Willk.) Font Quer

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/p94-h0w-rpk
title: Rumex confertus Willd. x Rumex patientia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ckn-qb6-a0j
title: Cyrtandra paludosa var. longifolia Wawra

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g28-2y3-mee
title: Polygonum maritimum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ry9-0je-84f
title: Stapelia grandiflora Masson

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.17632/5fyw3tmnds
title: Cost of credit and digital finance

description: These datasets and related do files investigate the relationship between credit costs and digital finance in the West African Economic and Monetary Union (WAEMU) countries, utilizing harmonized household survey data from 2018 and 2021.
DOI: 10.3535/5xb-f65-wvm
title: Viola demetria Prolongo ex Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f3m-d63-7jy
title: Carex hispida Willd. ex Schkuhr

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nqa-s6j-3q5
title: Vicia sativa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.22051.91682
title: A004394, Superabundant [or super-abundant] numbers: n such that sigma(n)/n &gt; sigma(m)/m for all m &lt; n,
DOI: 10.13140/rg.2.2.25407.36009
title: Descubre el mundo del E-Commerce de la mano de EOI (Escuela de Organización Industrial). Adolfo Catral Sanabria
DOI: 10.3535/bqp-k73-zt9
title: Viola reichenbachiana Jord. ex Boreau

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kz9-pwa-rjv
title: Euphorbia caesia Kar. & Kir.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lpx-tje-e8a
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.28343.37286
title: Presentation of the publication by the authors (Video 10min)
DOI: 10.17632/5fyw3tmnds.3
title: Cost of credit and digital finance

description: These datasets and related do files investigate the relationship between credit costs and digital finance in the West African Economic and Monetary Union (WAEMU) countries, utilizing harmonized household survey data from 2018 and 2021.
DOI: 10.3535/8cy-rv0-bkg
title: Viola odorata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jzy-j0z-686
title: Nigritella stiriaca (Rech.) Teppner & E. Klein

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rwv-kyj-w0w
title: Knautia baldensis A. Kern. ex Borbás

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.17333.32482
title: Curso de E-commerce Escuela de organización industrial, Google, Actívate, Adolfo Catral Sanabria.
DOI: 10.3535/956-ewp-dg6
title: Melica ciliata L. x Melica transsilvanica Schur

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g7x-yn6-3p4
title: Splachnum vasculosum Hedw.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hr6-ba1-ez9
title: Silene noctiflora L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.17632/bnc9r2vwj9
title: Datasets for Analyzing Riverine Bridges: A Hydrological Vulnerability Appraisal

description: The authors present two datasets designed to assess the hydrological vulnerability of riverine bridges under extreme weather conditions. These datasets aim to support infrastructure resilience studies by providing open, reproducible data for researchers and policymakers to enhance the analysis and management of flood-prone bridge systems.
See the latest version: DATASET_FINAL.
DOI: 10.3535/h25-cyr-fy0
title: Gnetum venosum Spruce ex Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m0x-2sq-pgy
title: Orchis Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xdc-h84-qt2
title: Cyrtandra paludosa var. arborescens Wawra

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y9w-wkp-g60
title: Habenaria Willd.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.26370.73927
title: Analysis of criterian of sigma(n) and divisors of n = 10^9
DOI: 10.3535/3r9-591-m5e
title: Salix abscondita Laksch.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xkc-yl1-5pk
title: Rumex conglomeratus Murray

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.29516.46724
title: changes in PIFFER Cavalry units from 1914 to 1922
DOI: 10.17632/bnc9r2vwj9.4
title: Datasets for Analyzing Riverine Bridges: A Hydrological Vulnerability Appraisal

description: The authors present two datasets designed to assess the hydrological vulnerability of riverine bridges under extreme weather conditions. These datasets aim to support infrastructure resilience studies by providing open, reproducible data for researchers and policymakers to enhance the analysis and management of flood-prone bridge systems.
See the latest version: DATASET_FINAL.
DOI: 10.3535/2cm-1ew-1bw
title: Geranium nyassense R. Knuth

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/e8m-mx5-nbb
title: Equisetum hyemale L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.fcu4kh
title: Occurrence Download

description: A dataset containing 167657 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((-11.27197 45.37319,-26.05957 34.49638,-21.22559 10.54619,4.48242 -2.85713,14.58984 -39.77119,52.33887 -30.32261,64.97314 -0.76939,88.26416 0.21938,107.70996 -11.86558,135.50537 -11.42612,142.09717 -17.79819,148.5791 -22.96177,164.06982 -23.51109,172.08984 -26.25767,172.74902 -18.78696,157.03857 -2.5272,137.92236 4.39419,130.89111 11.31557,127.15576 24.7189,115.72998 27.24575,111.7749 27.02602,104.52393 27.79507,97.82227 31.96987,86.9458 30.43179,80.90332 28.23452,75.19043 26.58657,69.47754 25.92739,46.51611 37.13345,32.12402 37.90249,31.13525 39.55044,27.3999 42.73647,21.68701 41.96743,19.05029 44.38442,13.22754 46.14223,10.70068 44.38442,8.06396 44.93374,4.87793 45.15347,-0.06592 44.93374,-5.11963 46.36196,-11.27197 45.37319))",
 "HasCoordinate is true",
 "TaxonKey is Olea L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 167657 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030776-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b4ru7
title: Occurrence Download

description: A dataset containing 2596503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-128.31506 -45.11270,27.31506 -45.11270,27.31506 17.11270,-128.31506 17.11270,-128.31506 -45.11270))",
 "HasCoordinate is true",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2596503 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002229-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utfeh4
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megachasmidae"
 ]
}

 The dataset includes 174 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058760-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpx2yq
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon resplendens (Edwards, 1881)"
 ]
}

 The dataset includes 304 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043805-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jng663
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes monetus Edwards, 1935"
 ]
}

 The dataset includes 38 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058734-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.opz5nl
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hodomys alleni (Merriam, 1892)"
 ]
}

 The dataset includes 557 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002229-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxtwn7
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus calcicola subsp. calcicola"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037633-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55ygvj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "Geometry POLYGON((7.10129 44.08813,8.18619 44.08813,8.18619 45.02747,7.10129 45.02747,7.10129 44.08813))",
 "HasCoordinate is true",
 "TaxonKey is Glis glis (Linnaeus, 1766)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051630-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja652m
title: Occurrence Download

description: A dataset containing 14515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cetorhinidae"
 ]
}

 The dataset includes 14515 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmkgx4
title: Occurrence Download

description: A dataset containing 5960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dissostichus mawsoni Norman, 1937"
 ]
}

 The dataset includes 5960 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065597-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qvhhh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Eragrostis tenella (L.) P.Beauv."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059449-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.