cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/gr2-y5p-knm
title: Dichapetalum rugosum (Vahl) Prance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pkt-d7l-nh7
title: Salix viminalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0rt-0hy-dwl
title: Avena sterilis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/84l-ghh-c0x
title: Goupia glabra Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0j8-y9x-gtr
title: Chrysophyllum arenarium Allemão

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ztl-eex-7dp
title: Palicourea fuchsioides C.M.Taylor

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.rdvbga
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tinea laricella",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062359-250717081556266/datasets/export for details.
DOI: 10.3535/c30-wj3-tzc
title: Leptobalanus sclerophyllus (Mart. ex Hook. fil.) Sothers & Prance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q8s-kpe-1rr
title: Leptobalanus gardneri (Hook. fil.) Sothers & Prance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w02-r15-jjt
title: Licania parviflora Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xzq-gfd-0qk
title: Sparattanthelium tarapotanum Meisn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s5g-tn6-pq9
title: Combretum duarteanum Cambess.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z5w-yfg-zd4
title: Palicourea adpressipilis (Steyerm.) Borhidi

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.t96pfk
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Vicia linearifolia"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062360-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8s6-myk-qyb
title: Terminalia oxycarpa Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mn1-gb3-3sc
title: Prunus fruticosa Pall.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/by2-aat-w5e
title: Hirtella ciliata Mart. & Zucc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tlh-erz-sdh
title: Verticordia oxylepis Turcz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bqj-25z-0w3
title: Prunus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bye-rev-7jc
title: Silene farsistanica Melzh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4qq-ylz-6cl
title: Hieracium racemosum subsp. barbatum (Froel.) Zahn

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vdc-bd8-kkf
title: Vochysia obscura Warm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.2em9ra
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo trutta",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062361-250717081556266/datasets/export for details.
DOI: 10.3535/n34-23v-saw
title: Piranhea trifoliolata Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vd1-jye-dms
title: Callisthene fasciculata Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q2t-jxr-1v1
title: Rudgea canephorantha (Wernham) Standl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zr6-pyb-jvb
title: Ronabea latifolia Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nxd-m6c-9sw
title: Physostemon lanceolatus subsp. lanceolatus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9ew-87c-s6w
title: Physostemon guianensis (Aubl.) Malme

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wzz-4wf-xvw
title: Monilicarpa brasiliana (DC.) Cornejo & Iltis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/056-dll-8dg
title: Terminalia lucida Hoffmanns. ex Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1km-ssb-c2m
title: Palicourea tomentosa (Aubl.) Borhidi

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7gh-xd3-t08
title: Microdesmia rigida (Benth.) Sothers & Prance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zmf-61b-egz
title: Hebepetalum roraimense Secco & Manni Silva

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3bj-54k-vxe
title: Combretum glaucocarpum Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6h9-5dv-440
title: Conocarpus erectus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/32z-p2t-gps
title: Calytrix strigosa A. Cunn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8gh-eqb-nbl
title: Combretum mellifluum Eichler

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w33-51m-b7a
title: Hymenopus latifolius (Benth. ex Hook. fil.) Sothers & Prance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wca-ync-cmb
title: Terminalia eichleriana Alwan & Stace

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8zx-p7m-d58
title: Condylocarpon pubiflorum Müll. Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tep-6zk-cks
title: Combretum laurifolium Engl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0dx-10h-rhq
title: Campanula portenschlagiana Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6c5-1aq-jld
title: Couepia magnoliifolia Benth. ex Hook. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3bz-15d-72b
title: Verticordia ovalifolia Meisn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lsc-l7p-h6w
title: Verticordia drummondii Schauer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wz3-1f2-znc
title: Vochysia rufa var. brevipetiolata Warm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e84-tvv-azp
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p2h-y28-ra7
title: Salix waldsteiniana Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2lp-mkb-9dh
title: Crateva tapia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j6s-e4h-55h
title: Dichaea bryophila Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g9m-j8y-f4w
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pe0-mmk-jj4
title: Salvertia convallariaeodora A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q7q-g13-r5x
title: Ruizterania retusa (Spruce ex Warm.) Marc.-Berti

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tj0-0c5-fes
title: Briza media L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4xd-n6a-dv6
title: Terminalia argentea Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fw4-02c-72d
title: Rudgea cornifolia (Kunth) Standl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g1p-8z0-vlt
title: Verticordia densiflora var. stelluligera (Meisn.) A. S. George

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kpj-vd5-7a4
title: Verticordia monadelpha var. callitricha (Meisn.) A. S. George

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.de8hvx
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pyrrhula pyrrhula)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 187 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062362-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/z7c-gmb-3ma
title: Veronica austriaca L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c93-dej-f1y
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/glj-zlp-db3
title: Astragalus havianus E.Peter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vjv-1kq-g8l
title: Stephanopodium peruvianum Poepp. & Endl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vy4-9r2-j3p
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.5ch22r
title: Occurrence Download

description: A dataset containing 5264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pyrrhula pyrrhula)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 5264 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062363-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kcx-cb1-h30
title: Celastraceae R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xfh-nft-zmk
title: Senega celosioides (Mart. ex A. W. Benn.) J. F. B. Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c1h-tzn-8r2
title: Palicourea crocea (Sw.) Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gtx-84z-07t
title: Prunus reflexa (Gardner) Walp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q6p-xly-dtn
title: Augusta longifolia (Spreng.) Rehder

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vrn-8z9-fe4
title: Senega hygrophila (Kunth) J. F. B. Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d7w-dx4-g99
title: Senega adenophora (DC.) J. F. B. Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fnz-ed9-2m5
title: Calamintha nepeta (L.) Savi

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4v8-83r-axc
title: Artemisia juncea Kar. & Kir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.60600/yu/clawet/nogfzt
title: 0986.TextGrid

description: :unav
DOI: 10.15468/dl.8qx5mp
title: Occurrence Download

description: A dataset containing 3031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeis guineensis Jacq.",
 "Year 2014-2023"
 ]
}

 The dataset includes 3031 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091565-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/cnhiqo
title: 0936.wav

description: :unav
DOI: 10.60600/yu/clawet/d9fr3c
title: 0921.wav

description: :unav
DOI: 10.60600/yu/clawet/k6rxms
title: 0980.wav

description: :unav
DOI: 10.6084/m9.figshare.26093506
title: Ferraz et al. (2024) Metaphotina spp. Measurements and ratios.xlsx

description: Measurements and ratios of specimens analyzed during the taxonomic revision of the genus <i>Metaphotina</i> Piza, 1964.
DOI: 10.60600/yu/clawet/xbkoqy
title: 0983.wav

description: :unav
DOI: 10.15468/dl.36brbw
title: Occurrence Download

description: A dataset containing 5619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Caiman crocodilus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5619 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091566-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5y9yu
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Melanomys caliginosus (Tomes, 1860)"
 ]
}

 The dataset includes 491 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091567-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhtwy5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophiothrix synoecina Schoppe, 1996"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091569-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/0g9dlj
title: 0744.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/4ue056
title: 0630.wav

description: :unav
DOI: 10.34703/gzx1-9v95/jxvplr/htfjqy
title: KeysTransectsPlants.tab

description: data from two vegetation transects each in each habitat
DOI: 10.15468/dl.9x8amw
title: Occurrence Download

description: A dataset containing 5619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Caiman crocodilus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5619 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091568-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/fylzps
title: 0814.wav

description: :unav
DOI: 10.18717/iwh.bau2
title: IWH - Bauumfrage

description: Das IWH führt seit dem Jahr 1993 regelmäßig Unternehmensumfragen durch, mit denen Entwicklungstendenzen in der Industrie und dem Baugewerbe Ostdeutschlands zeitnah beschrieben und Hintergründe der Entwicklungsverläufe analysiert werden können. Neben Konjunkturindikatoren werden in den Umfragen auch strukturelle Merkmale der Unternehmen und Verhaltensdispositionen im Zuge der Transformation von der Plan- zur Marktwirtschaft erhoben.
Darüber hinaus greift das IWH in den Umfragen aktuelle Problemsituationen auf und hinterfragt ihre Auswirkungen auf die wirtschaftliche Situation der ostdeutschen Unternehmen, um auf diesem Weg kurzfristig Daten für Wissenschaft und Politik zur Verfügung stellen zu können.
Die IWH-Bauumfrage ist eine Panelstudie mit einem standardisierten Fragebogen. Pro Welle werden rund 300 Unternehmen des Bauhaupt- und Ausbaugewerbes befragt. In jeder Erhebung werden die Beschäftigtenzahl der Unternehmen, die aktuelle Geschäftslage, die aktuelle Auftragslage, der baugewerbliche Umsatz, die Liquiditätslage sowie die Baupreise abgefragt. Die Unternehmen geben außerdem ihre Erwartungen für die nächsten sechs Monate hinsichtlich der Geschäftsaussichten, dem baugewerblichem Umsatz, Ertragslage und Baupreisen ab. Die Indikatoren erfassen die aktuelle Einschätzung und nicht die Veränderung seit der vorangegangenen Umfrage.   Neben der Erfassung des Konjunkturklimas werden zu Jahresende zusätzliche Fragen zum Umsatz, zur Ertragslage der vergangenen Jahre und der voraussichtlichen Beschäftigungsentwicklung erhoben. Im Baugewerbe werden die regionalen Bauleistungsströme, das Zahlungsverhalten der Kunden und die Forderungsverluste der Bauunternehmen beobachtet.
Die positiven und negativen Meldungen aus den Unternehmen über ihr Geschäftsklima werden saldiert und anschließend saisonbereinigt. Diese saisonbereinigten Salden und auch die Salden der Ursprungswerte werden - untergliedert nach Hochbau, Tiefbau und Ausbau - als lange Zeitreihen online zur Verfügung gestellt.
description: standardisierter Fragebogen postalisch oder online
description: Bauhaupt- und Ausbaugewerbe Ostdeutschlands
description: geschichtete Zufallsauswahl
DOI: 10.34703/gzx1-9v95/jxvplr/mw3fhi
title: PlantSpeciesIndivsPerSiteFromTransects.tab

description: Species counts summed for two transects in each habitat
DOI: 10.5684/soep.v32i
title: Sozio-oekonomisches Panel (SOEP), Daten der Jahre 1984-2015 (internationale Version)
title: Socio-Economic Panel (SOEP), data from 1984-2015 (international Version)
title: Scientific Use File zur internationalen Nutzung (95%-Version)

description: International Science Use Version der SOEP-Daten (95%-Version des Datensatzes http://dx.doi.org/10.5684/soep.v32). Dieser Datensatz ist zur weltweiten Nutzung freigegeben.
description: International Scientific Use Version of the SOEP data (95 % version of the dataset https://doi.org/10.5684/soep.v32). This data set can be used worldwide.
description: Face-to-face interview
description: Die Methode der Datenerhebung des SOEP basiert auf einem Set von Fragebögen sowohl für die Haushalte als auch für die Individuen. Prinzipiell versucht ein Interviewer face-to-face-Interviews mit allen Haushaltsmitgliedern durchzuführen, die 16 Jahre alt oder älter sind. Zusätzlich wird eine Person (Haushaltsvorstand) gebeten, einen Haushaltsfragebogen zu beantworten, einschließlich Fragen zur Wohnsituation, Kosten, verschiedenen Einkommensquellen, sowie Fragen zu im Haushalt lebenden Kindern unter 16 Jahren (z.B. Besuch des Kindergartens, der Grundschule etc.)
description: The interview methodology of the SOEP is based on a set of pre-tested questionnaires for households and individuals. Principally an interviewer tries to obtain face-to-face interviews with all members of a given survey household aged 16 years and over. Additionally one person (head of household) is asked to answer a household related questionnaire covering information on housing, housing costs, and different sources of income. This covers also some questions on children in the household up to 16 years of age, mainly concerning attendance at institutions (kindergarten, elementary school, etc.)
description: Personen in Privathaushalten in der Bundesrepublik Deutschland
description: Persons living in private households in Germany
description: Alle Samples des SOEP werden mittels mehrstufiger Stichprobenziehung, die regional gebündelt sind, gezogen. Die Befragten (Haushalte) werden ausgesucht per random-walk.
DOI: 10.11583/dtu.21975482.v2
title: Geostrophic wind shear from CFSR v2 data for usage in WAsP

description: The change of the geostrophic wind speed has an impact on boundary layer mixing that can be important for microscale flow modelling for wind energy purposes. The WAsP software is often used for this purpose. This dataset contains the climatological geostrophic wind shear and direction over the whole global on a 0.5 degree grid that has been used in WAsP 12. It was obtained from the 6-hourly CFSR v2 reanalysis for the period 2011 to 2017 (see https://doi.org/10.5065/D61C1TXF). The omni-directional geostrophic wind shear vector denotes how much the geostrophic wind speed is changing over a certain vertical distance. Because we are interested in geostrophic wind shear changes that contribute to turbulent mixing in the atmospheric boundary layer, it was estimated by using the data on pressure levels from the pressure level closest to the surface up to 500 hPa above that heights.More details about the implementation of the model in the WAsP software and a validation can be found in the corresponding technical report:<br>Floors, R. R., Troen, I., & Kelly, M. C. (2018). <i>Implementation of large-scale average geostrophic wind shear in WAsP12.1</i>. DTU Wind Energy. DTU Wind Energy E No. 0169<br>meandgdz_2010_2017_CFSRv3.nc: version with coordinate reference system in the coordinates for usage in GIS programs. NaN values at the poles are filled with 0.0, i.e. assuming barotropic atmosphere, which avoids crashes in the pywasp code. A single sector variable has been added, indicating that these values are valid for all wind direction, as opposed to other files that have values for each wind direction sector (for example: https://data.dtu.dk/articles/dataset/ERA5_atmospheric_stability_for_usage_in_WAsP_12_8/19576042). Naming conventions are in accordance with the windkit package (https://docs.wasp.dk/windkit/)