cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25326/4
title: IAGOS Planetary boundary layer referenced profiles of Ozone and Carbon Monoxide – L4

description: The climatological vertical stratification of ozone (O3) and carbon monoxide (CO) within the planetary boundary layer (PBL) and at the interface with free troposphere (FT) was derived using all IAGOS (In-service Aircraft for a Global Observing System) and WOUDC (World Ozone and Ultraviolet Radiation Data Centre) vertical profiles available at northern mid-latitudes (25°N-60°N) between August 1994 and December 2016 (Petetin et al., 2018).

The methodology is the following :

1) All profiles with a surface-based temperature inversion (i.e. increase of temperature with altitude starting from the surface) are discarded. 
2) All remaining profiles are then interpolated on a fixed vertical grid of 50 m vertical resolution between 0 and 4 km above ground level (i.e. 80 altitude levels). For each of these profiles, the PBL height is estimated as the base altitude of the first elevated temperature inversion (i.e. the altitude level above which temperature starts to increase with altitude). An upper limit of 4 km is fixed for the PBL height. In order to reduce uncertainties associated with data gaps, we discarded (i) all profiles with more than 25% of missing temperature data between 0 and 4 km (i.e. cumulated data gaps larger than 0.25x4000=2000 m), and/or (ii) all profiles with more than 4 missing data between the surface and the estimated PBL height (i.e. cumulated data gaps larger than 4x50=200 m). 
3) The profiles are expressed in the z/h vertical coordinate system where z is the altitude and h the PBL height estimate. O3 and CO mixing ratios are interpolated along z/h values ranging between 0 (the surface) and 2 (two times the PBL height) with a vertical resolution of of 0.05 (i.e. 40 altitude levels). All profiles with missing O3 or CO data are discarded. Then all the remaining profiles are averaged, which gives the so-called PBL-referenced profiles. This is done for the different seasons (DJF : December-January-February, MAM : March-April-May, JJA : June-July-August, SON : September-October-November, ANN : annual) and times of day (night : sunset to sunrise, morning : sunrise to solar noon, midday : solar noon to 3 h past solar noon, afternoon : 3 h past solar noon to sunset, daytime : sunrise to sunset, all : the whole day).

A more complete description of the methodology as well as an analysis of the results is available in the reference paper of Petetin et al. (2018).
DOI: 10.5167/uzh-283598
title: Blepharostoma trichophyllum (L.) Dumort. subsp. trichophyllum
DOI: 10.15468/dl.6t3jat
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morisonia pulcherrima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002025-260129131611470/datasets/export for details.
DOI: 10.5167/uzh-283531
title: Industrie und Filmmuseum Wolfen: Where Agfa and ORWO Meet India’s Film History

description: The Agfa/ORWO Wolfen Archives, located at the Industrie und Filmmuseum Wolfen (IFM Wolfen) in Saxony-Anhalt, Germany, preserve one of the richest collections documenting the industrial and global history of film color production.
DOI: 10.15468/dl.3ckd5v
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bungarus flaviceps"
 ]
}

 The dataset includes 184 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002024-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18413706
title: Dataset for Non-linear X-ray Coherent Diffractive Imaging

description: All raw and processed data are organized according to the figures in the corresponding manuscript: Non-linear X-ray Coherent Diffractive Imaging

All the input images are simulated. The dataset includes input images, generated intensity diffraction patterns, conversion efficiency for each simulation, retrieved linear and nonlinear images, and the corresponding retrieved amplitude diffraction patterns. For Figure 3, the simulated diffraction pattern with added noise is also included. All input images, retrieved images and retrieved diffraction patterns are stored as complex-valued data.

The Python script (read_datasets.py) contains all keys corresponding to the respective datasets.
DOI: 10.5281/zenodo.18413705
title: Dataset for Non-linear X-ray Coherent Diffractive Imaging

description: All raw and processed data are organized according to the figures in the corresponding manuscript: Non-linear X-ray Coherent Diffractive Imaging

All the input images are simulated. The dataset includes input images, generated intensity diffraction patterns, conversion efficiency for each simulation, retrieved linear and nonlinear images, and the corresponding retrieved amplitude diffraction patterns. For Figure 3, the simulated diffraction pattern with added noise is also included. All input images, retrieved images and retrieved diffraction patterns are stored as complex-valued data.

The Python script (read_datasets.py) contains all keys corresponding to the respective datasets.
DOI: 10.5281/zenodo.18431796
title: EA-MD-QD: Large Euro Area and Euro Member Countries Datasets for Macroeconomic Research

description: EA-MD-QD is a collection of large monthly and quarterly EA and EA member countries datasets for macroeconomic analysis.The EA member countries covered are: AT, BE, DE, EL, ES, FR, IE, IT, NL, PT.

The formal reference to this dataset is: 

Barigozzi, M. and Lissona, C. (2024) "EA-MD-QD: Large Euro Area and Euro Member Countries Datasets for Macroeconomic Research". Zenodo.

Please refer to it when using the data.

Each zip file contains:- Excel files for the EA and the countries covered, each containing an unbalanced panel of raw de-seasonalized data.- A Matlab code taking as input the raw data and allowing to perform various operations such as:choose the frequency, fill-in missing values, transform data to stationarity, and control for covid outliers.- A pdf file with all informations about the series names, sources, and transformation codes.

This version (01.2026):

NEW: national account, exchange rates and production series for the EA updated from EA20 to EA21 following the latest releases from providers.

Updated data as of 30-January-2026.
DOI: 10.71682/10549388
title: GENNOVATE Collection - Metadata
title: Rich metadata of the derived anonymized GENNOVATE collection covering 108 case studies (rural communities) from 23 countries across Asia, Latin-America and Africa

description: These are the rich metadata developed using the Open Ontology-Based Interoperable Information Asset Metadata Schema (OIMS) approach for a subset of the derived anonymized collection of qualitative data collected by GENNOVATE between 2014 and 2018 covering 54 case studies (rural communities) from 7 countries (Bangladesh
Ethiopia, India, Kyrgyzstan, Nepal, Pakistan and Uzbekistan).
The corresponding derived anonymized qualitative GENNOVATE dataset is available here https://doi.org/10.71682/10549374
DOI: 10.17026/ar/c9rtok
title: Archeologisch inventariserend veldonderzoek (IVO-O) Kantens, Oosterweg 1 Gemeente Het Hogeland (GR)

description: Op basis van de resultaten van het hier gerapporteerde onderzoek kan geconcludeerd worden dat er binnen de geplande verstoringsdiepte geen intact archeologische resten worden verwacht. Het plangebied kan daarom vrijgegeven worden voor de geplande werkzaamheden. Het eerdere advies om een archeologische begeleiding uit te voeren komt hiermee te vervallen.
DOI: 10.5167/uzh-283332
title: Managing Stress Fractures in Elite Female Gymnasts: Beyond the Obvious Diagnosis

description: 23-year-old female athlete (artistic gymnastics, national A-squad) with persistent symptoms for the past 8 months in the anterior tibial region, which occur after, but not during training (especially on vault and floor exercises). She has repeatedly taken breaks from training for approximately 3 weeks. After that, she resumed training progressively without jumps, but each time this led to a recurrence of pain. Treatment with vitamin D and calcium is ongoing. Currently, she is again reporting pain under load in the area of the right tibia. These symptoms are also present in daily life but improve with rest over a few days. Due to the protracted course, a CT and MRI were performed (2 CT scan images and 1 MRI image, corresponding planes see below). Further questions: – What is the diagnosis? – What other typical locations for such lesions are there? – What are the differential diagnoses (based on the MRI images)? – What additional information do you need in order to manage the case? – How will you manage the case?
DOI: 10.15468/dl.w8nz4q
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora samoensis",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002027-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71900/tr03-2696
title: Time series of physical/chemical characteristics of Lago Maggiore - Italy

description: The dataset contains monthly observation data collected at the Ghiffa station (deepest point) in Lago maggiore at 12 depths (0, 5, 10, 20, 30, 50, 100, 150, 200, 250, 300, 360 m) for the period 1988-2023 for the following variables: water temperature, pH, conductivity, dissolved oxygen
DOI: 10.71900/pvxb-v622
title: Time series of physical/chemical characteristics of Lago Maggiore - Italy

description: The dataset contains monthly observation data collected at the Ghiffa station (deepest point) in Lago maggiore at 12 depths (0, 5, 10, 20, 30, 50, 100, 150, 200, 250, 300, 360 m) for the period 1988-2023 for the following variables: water temperature, pH, conductivity, dissolved oxygen
DOI: 10.15468/dl.fhanz8
title: Occurrence Download

description: A dataset containing 19989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pelasgus thesproticus, Phoxinus oxyrhynchus, Alburnus mento, Glyptothorax botius, Schizothorax skarduensis, Pseudobagarius hardmani, Apteronotus milesi, Scardinius knezevici, Erethistoides ascita, Erethistoides cavatura, Rasbora notura, Rhabdalestes aeratis, Gogangra laevis, Schistura nalbanti, Opsariichthys songmaensis, Pethia ornatus, Spinibarbus sinensis, Rectoris longifinus, Romanogobio tanaiticus, Scardinius racovitzai, Sinocyclocheilus bicornutus, Sinocyclocheilus huaningensis, Sinocyclocheilus jiuxuensis, Sinocyclocheilus liboensis, Sinocyclocheilus luopingensis, Sinocyclocheilus maculatus, Sinocyclocheilus qujingensis, Sinocyclocheilus tileihornes, Sinocyclocheilus xunlensis, Tor yingjiangensis, Nipponocypris koreanus, Romanogobio macropterus, Romanogobio vladykovi, Romanogobio antipai, Romanogobio banaticus, Romanogobio belingi, Astyanax laticeps, Roeboexodon geryi, Rhamdia zongolicensis, Ompok sindensis, Pterocryptis anomala, Rubricatochromis, Cottus koreanus, Baryancistrus demantoides, Hemiancistrus subviridis, Cetopsis arcana, Cetopsis caiapo, Cetopsis fimbriata, Cetopsis montana, Cetopsis pearsoni, Cetopsis sandrae, Cetopsis sarcodes, Cetopsis starnesi, Cetopsis umbrosa, Denticetopsis epa, Denticetopsis iwokrama, Denticetopsis seducta, Paracetopsis atahualpa, Paracetopsis esmeraldas, Clupisoma nujiangense, Pareiorhina brachyrhyncha, Phallotorynus dispilos, Phallotorynus psittakos, Phallotorynus pankalos, Chirostoma contrerasi, Heterophallus milleri, Poeciliopsis pleurospilus, Cyprinodon salvadori, Ctenogobius claytonii, Hephaestus tulliensis, Aphyosemion etsamense, Ancharius griseus, Moenkhausia pankilopteryx, Gogo arcuatus, Gogo ornatus, Paedocypris progenetica, Paedocypris micromegethes, Lepthoplosternum stellatum, Lepthoplosternum ucamara, Pseudomystus sobrinus, Parodon moreirai, Mastacembelus polli, Noturus fasciatus, Gastromyzon cranbrooki, Gastromyzon aeroides, Gastromyzon venustus, Garra bispinosa, Akysis clinatus, Akysis fuliginatus, Pseudobagarius filifer, Pseudobagarius nitidus, Parosphromenus alfredi, Parosphromenus opallios, Parosphromenus pahuensis, Parosphromenus quindecim, Parosphromenus rubrimontis, Parosphromenus tweediei, Pseudolaguvia inornata, Pseudolaguvia muricata, Noturus crypticus)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19989 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002028-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqazdu
title: Occurrence Download

description: A dataset listing the 4142184 species recorded in GBIF matching the query:
{ }

 The dataset's 4142184 records were derived from 88580 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002016-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5167/uzh-283823
title: Kopiert die Schweiz Englands Sünden? Immobilienexperte warnt vor einem Irrlauf in der Wohnbaupolitik
DOI: 10.5167/uzh-283649
title: Wickram im Labor. Computerphilologie und Prosaroman – Statistische Methoden zur Erfassung frühneuzeitlicher temporaler Semantiken
DOI: 10.15468/dl.2c8xf6
title: Occurrence Download

description: A dataset containing 7833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Creagrutus guanes, Tatia bockmanni, Balitora nantingensis, Synodontis acanthoperca, Polypterus mokelembembe, Schistura cryptofasciata, Schistura disparizona, Parosphromenus sumatranus, Leucos panosi, Bryconops magoi, Bryconops collettei, Akysis longifilis, Bedotia albomarginata, Salariopsis, Betta stigmosa, Betta lehi, Betta gladiator, Betta aurigans, Betta obscura, Bryconamericus pyahu, Hisonotus aky, Epactionotus yasi, Neolamprologus cancellatus, Betta pallifina, Betta stiktos, Cetopsidium ferreirai, Cetopsidium pemon, Cetopsidium roae, Pareiorhaphis parmula, Hypostomus ericius, Hypostomus hemicochliodon, Hypostomus pagei, Hypostomus sculpodon, Mystus falcarius, Trichomycterus guaraquessaba, Salvelinus evasus, Hypostomus soniae, Pygidianops cuao, Pygidianops magoi, Typhlobelus guacamaya, Typhlobelus lundbergi, Achondrostoma occidentale, Psalidodon pampa, Batrochoglanis melanurus, Pseudobagrus gracilis, Apistogramma angayuara, Apistogramma salpinction, Simpsonichthys nielseni, Astyanax henseli, Macrognathus tapirus, Triplophysa edsinica, Austrolebias univentripinnis, Synbranchus lampreia, Astyanax totae, Hyphessobrycon hexastichos, Astyanax elachylepis, Trichomycterus pradensis, Gobio alverniae, Gobio occitaniae, Smilosicyopus sasali, Potamotrygon marinae, Sicyopterus aiensis, Salvelinus vasiljevae, Gobio delyamurei, Glyptothorax panda, Stiphodon sapphirinus, Xenurobrycon coracoralinae, Otothyropsis marapoama, Leptodoras nelsoni, Leptodoras rogersae, Leptodoras cataniai, Cordylancistrus nephelion, Microglanis garavelloi, Physopyxis ananas, Physopyxis cristata, Pseudotocinclus juquiae, Pseudotocinclus parahybae, Hemiancistrus guahiborum, Trichomycterus tupinamba, Trichomycterus jacupiranga, Jenynsia tucumana, Parancistrus nudiventris, Harttia merevari, Ancistrus verecundus, Ancistrus parecis, Ituglanis macunaima, Parotocinclus bidentatus, Parotocinclus muriaensis, Scleromystax salmacis, Lasiancistrus tentaculatus, Lasiancistrus saetiger, Amblyceps carinatum, Rhamdia enfurnada, Steindachneridion melanodermatum, Bryconadenos tanaothoros, Glyptothorax exodon, Glyptothorax siamensis, Grundulus quitoensis, Stigmatogobius elegans, Stigmatogobius signifer)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7833 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002030-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfkguf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colletotrichum brevisporum",
 "TaxonKey is Colletotrichum javanense",
 "TaxonKey is Colletotrichum makassarense",
 "TaxonKey is Colletotrichum tainanense",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002029-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18431810
title: Global Rankings Dataset 2014-2023 (ARWU, THE, QS, Multirank)
DOI: 10.5281/zenodo.18431811
title: Global Rankings Dataset 2014-2023 (ARWU, THE, QS, Multirank)
DOI: 10.34740/kaggle/dsv/14676925
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5167/uzh-283815
title: Die Klimakrise zwingt Schwarz-Rot zum Paradigmenwechsel im Naturschutz

description: Mit dem US-Ausstieg aus dem Pariser Klimaschutzabkommen verschärft sich die globale Klimakrise. Angesichts der neuen geopolitischen Weltlage braucht es einen Paradigmenwechsel bei Naturschutz und Klimaanpassung, findet Kai Niebert. Schwarz-Rot muss mit mutigen Investitionen in eine starke grüne Infrastruktur Lebens- und Wohlstandsgrundlagen sichern, fordert der Präsident des DNR.
DOI: 10.15468/pmpbsx
title: A new isopod species of the genus Edotia (Valvifera, Idoteidae) from Argentina, with a key to South American species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Santiago, Julián, Pereira, Emanuel (2026): A new isopod species of the genus Edotia (Valvifera, Idoteidae) from Argentina, with a key to South American species. ZooKeys 1267: 315-336, DOI: 10.3897/zookeys.1267.174707AbstractA new valviferan isopod — Edotia dotiae sp. nov. — is described from the shallow coastal waters of Argentine Patagonia. The specimens were collected during three different expeditions in the Chubut and Santa Cruz provinces and in the Beagle Channel. The new species is distinguished from other Edotia species by the presence of two dorsal lobes on the head, a distally protruding pleotelson and uropods with elongated endopods reaching the tip of the pleotelson. In addition, it displays discrete patches of fluted tubercles on its dorsal and lateral body surface. These structures are described in detail based on SEM images. An identification key for Edotia species from South America is presented.
DOI: 10.5167/uzh-283647
title: Statistik und Prosaroman Arbeiten mit Kategorien – Temporale Semantiken in drei Werken Georg Wickrams
DOI: 10.5167/uzh-283819
title: Warum Europas Autoindustrie nicht den Rückwärtsgang einlegen darf

description: Der Europäische Automobilverband trommelt für eine Verschiebung des Verbrenner-Aus auf EU-Ebene. Warum das auf vielen Ebenen gefährlich ist, erklären Kai Niebert vom DNR sowie Johan Rockström und Felix Creutzig vom PIK.
DOI: 10.15468/dl.jhzgfe
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neocalyptrocalyx leprieurii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18431678
title: Compound Tropical Cyclone and Heat Days Drives a Rapid Increase of Heatwaves over South China

description: This dataset contains the underlying data used to generate all figures and tables in the main text and Supplementary Information of the manuscript “Compound Tropical Cyclone and Heat Days Drives a Rapid Increase of Heatwaves over South China.” The data are provided in Microsoft Excel (.xlsx) format and include processed time series, statistical results, and composite analyses related to tropical cyclones, heat days, and heatwave events over South China. The dataset supports the reproducibility and transparency of all analyses and visualizations presented in the study.
DOI: 10.5281/zenodo.18431679
title: Compound Tropical Cyclone and Heat Days Drives a Rapid Increase of Heatwaves over South China

description: This dataset contains the underlying data used to generate all figures and tables in the main text and Supplementary Information of the manuscript “Compound Tropical Cyclone and Heat Days Drives a Rapid Increase of Heatwaves over South China.” The data are provided in Microsoft Excel (.xlsx) format and include processed time series, statistical results, and composite analyses related to tropical cyclones, heat days, and heatwave events over South China. The dataset supports the reproducibility and transparency of all analyses and visualizations presented in the study.
DOI: 10.15468/dl.bhtcuf
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guadeloupe",
 "OccurrenceStatus is Present",
 "TaxonKey is Karukerana aguilari"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5167/uzh-283602
title: Cephalozia catenulata (Huebener) Lindb. subsp. catenulata
DOI: 10.5167/uzh-283507
title: What the price-to-rent ratio reveals about Britain’s housing crisis

description: The consensus that Britain’s housing crisis stems from the lack of enough houses being built has received intense criticism lately. Christian Hilber and Andreas Mense analyse the price-to-rent ratio of UK homes and argue that the critiques of the "supply shortage" theory of housing are wrong.
DOI: 10.15468/dl.bbbx2g
title: Occurrence Download

description: A dataset containing 2147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora stylosa",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 2147 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002035-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.