cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2bjjccvy74.1
title: Paired THz HR–LR Images for SR and Denoising

description: •This study presents a novel dataset of paired high-resolution and degraded terahertz (THz) images for super-
resolution and denoising tasks.
• The dataset includes controlled degradations such as Gaussian noise and downsampling, simulating real-world
imaging conditions.
• The dataset provides a valuable resource for advancing THz imaging technologies in security and inspection
applications.
DOI: 10.3535/1y1-ybw-exk
title: Crataegus azarolus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a0q-0wr-m28
title: Tortula subulata Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pr5-c6n-9yd
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7xr-e2d-w74
title: Tortula subulata Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h95-6lf-jsd
title: Tortula subulata Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dpt-6nm-5ch
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/np9-kkf-gkb
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jky-869-wdp
title: Crataegus azarolus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pg5-lkh-6dy
title: Lobophora J.Agardh, 1894

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4vs-m6g-rw7
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x9c-wfy-d0d
title: Crataegus heldreichii Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l59-sa6-pb8
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1fz-714-3c3
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z6q-6xk-3sw
title: Crataegus azarolus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q2c-3nv-02e
title: Crataegus azarolus var. aronia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vkj-vec-e3x
title: Crataegus azarolus var. aronia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/kpbkkhhp5m
title: Replication data for "The Nexus Between Economic Policy Uncertainty and Foreign Direct Investment: Does Government Spending Matter? "
DOI: 10.3535/908-x7j-a9h
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mjn-50z-sz3
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tx3-9kr-a6l
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/kpbkkhhp5m.1
title: Replication data for "The Nexus Between Economic Policy Uncertainty and Foreign Direct Investment: Does Government Spending Matter? "
DOI: 10.3535/cnh-29a-bmr
title: Crataegus heldreichii Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/shk-fcf-66p
title: Crataegus microphylla K. Koch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qk0-q03-0ws
title: Crataegus cuneata Siebold & Zucc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sw9-kmq-qc0
title: Crataegus microphylla K. Koch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kqx-6hl-h7h
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ql9-6ac-y06
title: Crataegus microphylla K. Koch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/5v9yj6d52n
title: CWebGen -- A tool to study colour structure of scattering amplitudes in IR limit

description: Infrared singularities in perturbative Quantum Chromodynamics (QCD) are captured by the Soft function, which can be calculated efficiently in terms of multiparton webs. Web is a closed set of diagrams whose colour and kinematics mix through a web mixing matrix. The web mixing matrices are computed using a well known replica trick algorithm. We present a package implemented in Mathematica to calculate these mixing matrices. Along with the package, we provide benchmark points for several state-of-the art computations.
DOI: 10.3535/ekf-09q-6lp
title: Sphagnum obtusum Warnst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/5v9yj6d52n.1
title: CWebGen -- A tool to study colour structure of scattering amplitudes in IR limit

description: Infrared singularities in perturbative Quantum Chromodynamics (QCD) are captured by the Soft function, which can be calculated efficiently in terms of multiparton webs. Web is a closed set of diagrams whose colour and kinematics mix through a web mixing matrix. The web mixing matrices are computed using a well known replica trick algorithm. We present a package implemented in Mathematica to calculate these mixing matrices. Along with the package, we provide benchmark points for several state-of-the art computations.
DOI: 10.3535/tgl-x0g-9b3
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xca-3bh-1kz
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7910/dvn/bncvzk
title: Replication Data for: The Effect of Real-News Party Cues

description: News media routinely offer cues about the stances of party elites, but to what extent do these cues shape the policy opinions of the public? While numerous experiments find that partisans adopt the stances of their leaders, these findings may not generalize easily to the context of real news, which often contains richer policy information and more subtle, ambiguous party cues than the artificial stimuli commonly employed. To investigate the impact of party cues as they naturally appear in news coverage—what
I term real-news party cues—I develop a new experimental paradigm. I first sample 70 articles covering political proposals from a large pool of real news and prepare two versions of each: one with and one without these cues. These articles then serve as stimuli in survey experiments among representative samples of Americans (n=12,177). I find that real-news party cues have mostly modest effects on policy opinions.
description: This dataset underwent an independent verification process, complying with the AJPS Verification Policy updated June 2023, which replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of the code. The verification process was carried out by the Cornell Center for Social Sciences at Cornell University. 
<br>
 
The associated article has been awarded the Open Materials Badge. Learn more about the Open Practice Badges from the Center for Open Science. 
<br>


<br>
Open Materials Badge
DOI: 10.3535/0e2-c5v-p8l
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/snx-8eb-rve
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/15a-jb3-13l
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/avt-g5w-q0k
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f9w-6xq-ndg
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w92-bvm-h9t
title: Crataegus rhipidophylla Gand.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xg2-805-rmr
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.6ramwk
title: Occurrence Download

description: A dataset containing 31999193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Machine Observation, Observation)",
 "Continent is North America",
 "Country is Canada",
 "GadmGid is CAN.11_1",
 "Geometry POLYGON((-84.41 44.5,-53.4 44.5,-53.4 50.5,-84.41 50.5,-84.41 44.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 31999193 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068347-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b0q-j8q-s8z
title: Xanthoria parietina (L.) Th. Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p04-5q1-4zg
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jmc-7bc-698
title: Riccia bifurca Hoffm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x24-0aa-43g
title: Rinodina pyrina (Ach.) Arnold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h56-vgn-dcj
title: Riccia sorocarpa Bisch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p5g-ae7-g2e
title: Knautia slovaca Stepánek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/40t-6j2-r1z
title: Rinodina pyrina (Ach.) Arnold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f55-1qb-md4
title: Protoparmeliopsis muralis (Schreb.) M. Choisy

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6pr-nx4-zyg
title: Riccia bifurca Hoffm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s1e-xpl-gxk
title: Riccia gothica Damsh. & Hallingb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/td0-3n0-9fl
title: Poeltonia grisea (Lam.) S.Y. Kondr., Lőkös & Hur

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e08-hjz-1x7
title: Ranunculus arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r5y-540-g9j
title: Melampyrum arvense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nk6-062-rpe
title: Scrophulariaceae Juss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5bt-b8q-26w
title: Metalejeunea cucullata (Reinw., Blume & Nees) Grolle

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pa0-dqv-9w9
title: Melampyrum cristatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0hy-r0n-v1c
title: Peltigera praetextata (Flörke ex Sommerf.) Zopf

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3qf-ejz-2na
title: Mnioloma cellulosum (Spreng.) R.M. Schust.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/em8-f9w-7fw
title: Mnioloma cyclostipum (Spruce) R.M. Schust.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s4w-h7x-17m
title: Sporopodium citrinum (Zahlbr.) Elix, Lumbsch & Lücking

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q1m-1rz-v29
title: Melampyrum heracleoticum Boiss. & Orph.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ve6-hz7-h65
title: Porinaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.vru2rq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oryzias eversi)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068384-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0y0-g06-mwl
title: Melampyrum cristatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s64-wsw-ffs
title: Porinaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ab-c2h-6pw
title: Xanthoria parietina (L.) Th. Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qfp-7g2-6dt
title: Mnioloma rhynchophyllum Herzog

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k4r-0de-ggb
title: Lathraea rhodopea Dingler

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s2e-zsv-84n
title: Phelipanche nowackiana (Markgr.) Soják

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sd1-w6q-h66
title: Misopates calycinum (Lange) Rothm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/569-16s-v3l
title: Linaria aeruginea subsp. aeruginea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/564-bsw-fq7
title: Lophospermum erubescens D. Don ex Sweet

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p86-5qx-8sa
title: Althaea officinalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wk9-1p6-ah0
title: Otigoniolejeunea huctumalcensis (Lindenb. & Gottsche) Y.M. Wei, R.L. Zhu & Gradst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/krf-23e-tgh
title: Linaria aeruginea subsp. aeruginea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2pm-lzf-n1d
title: Phleum bertolonii DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5vr-01b-anf
title: Lophocolea fragrans subsp. cocosana G. Dauphin, Gradst. & M.I. Morales

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tr6-736-9kn
title: Empetrum hermaphroditum Hagerup

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ag1-1pd-a3g
title: Orobanche pubescens d'Urv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tnc-623-byb
title: Linaria aeruginea subsp. aeruginea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l8s-f59-hwm
title: Evernia prunastri (L.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xk1-v76-1sv
title: Phelipanche mutelii var. nana (Reut.) Uhlich & Rätzel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t0z-gg8-0s0
title: Larix decidua var. polonica (Racib. ex. Wóycicki) Ostenf. & Syrach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wzz-3wr-rg1
title: Aecidium ulluci Jørst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/340-bvr-2m8
title: Linaria aeruginea subsp. aeruginea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8f8-reg-d0e
title: Carlina vulgaris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gnr-948-zl2
title: Delphinium oxysepalum Pax & Borbás

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.maxv2a
title: Occurrence Download

description: A dataset containing 14379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-91.43134 39.95227,-70.68498 39.95227,-70.68498 48.31343,-91.43134 48.31343,-91.43134 39.95227))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juglans nigra"
 ]
}

 The dataset includes 14379 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068385-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fwh-kgp-fnr
title: Cardamine glanduligera O. Schwarz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s1w-xpm-jv7
title: Cladonia portentosa (Dufour) Coem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c2d-kwr-txq
title: Usnea perplexans Stirt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xh7-32f-npe
title: Staphylea pinnata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/22v-ayy-cwn
title: Aurinia saxatilis (L.) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/921-89w-eg3
title: Oxytropis pilosa (L.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1rq-eby-hxc
title: Trisetum flavescens subsp. flavescens

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ekv-qgq-hw7
title: Festuca pallens Host

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ds0-xe1-nz8
title: Silene densiflora d'Urv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wn5-nb0-3zr
title: Xanthoria parietina (L.) Th. Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6wk-j49-nvt
title: Saussurea discolor (Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xhl-mrt-4vt
title: Cladonia fimbriata (L.) Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2al-r7q-hmf
title: Helianthemum rupifragum A. Kern.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ck1-p6x-hwy
title: Fumaria schleicheri Soy.-Will.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n2d-83y-6je
title: Chlorella M. Beijerinck, 1890

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/83d-jq3-shx
title: Chlorella M. Beijerinck, 1890

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/2g6vzzkzn5
title: Supplementary Material to "Advances in unsupervised parameterization of the seasonal-diurnal surface wind vector" (https://doi.org/10.3390/meteorology4030021)

description: Supplementary Material to the paper "Advances in unsupervised parameterization of the seasonal-diurnal surface wind vector" published in MDPI Meteorology. including summaries of results for the locations of the study and R scripts to reproduce the analyses and results and apply the to other locations.
ABSTRACT
The Offset Elliptical Normal (OEN) mixture model represents the seasonal–diurnal surface wind vector for wind engineering design applications. This study upgrades the parameterization of OEN by accounting for changes in format of the global database of surface observations, improving performance by eliminating manual supervision and extending the scope of the model to include skewness. The previous coordinate trans-formation of binned speed and direction, used to evaluate the joint probability distri-butions of the wind vector, is replaced by direct kernel density estimation. The slow process of sequentially adding additional components is replaced by initializing all components together using fuzzy clustering. The supervised process of sequencing each mixture component through time is replaced by a fully automated unsupervised pro-cess using pattern matching. Previously reported departures from normal in the tails of the fuzzy-demodulated OEN orthogonal vectors are investigated by directly fitting the bivariate skew generalized t distribution, showing that the small observed skew is likely real but that the observed kurtosis is an artefact of the demodulation process, leading to a new Offset Skew Normal mixture model. The supplied open-source R scripts fully automate parametrization for locations in the NCEI Integrated Surface Hourly global database of wind observations.
DOI: 10.3535/98s-35k-0xr
title: Usnea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tcw-n75-ta0
title: Sargassum C.Agardh, 1820

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0a7-mjc-mjg
title: Usnea

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zgw-r7l-mt0
title: Usnea

description: Digital Specimen for the physical specimen hosted at University of Graz.