cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9r4pjdksxm
title: Ultrasonic 4D seismic data - IJGGC

description: The data contains ultrasonic data, taken from 1MHz transducers and 150 kHz transducers, and processed by a Verasonics Vantage Research system. The data is saved in a .segy format, to be compatible with conventional seismic data.

There are four main datasets, each corresponds to a full scan of a 3m x 1m tank, containing a plastic model and submerged in water. Each dataset contains roughly 150 .segy files, which are recordings from multiple transducers at one location within the tank. The x-position of the transducer grid is defined in the title as x_pos: XX (in m).

The last dataset (Stationary zreo-offset data), is a dataset acquired by performing continuous recordings from the transducers, while keeping the grid stationary and slowly injecting air into the model.
DOI: 10.17169/refubium-41645
title: Mars Reconnaissance Orbiter Context Camera Updated In-Flight Calibration
title: Data repository containing the calibration file, supplementary information and validation images

description: The image data of the Context Camera (CTX) of the Mars Reconnaissance Orbiter require a flat-field correction that is currently available as a plain text file in the Planetary Data System "calib" folders for all CTX Enhanced Data Record (EDR) releases or automatically implemented as part of the ctxcal application of the Integrated Software for Images and Spectrometers (ISIS). We noticed 1) differences between these two flat-fields and 2) residual edge darkening (vignetting) after applying ctxcal. This work examines in detail the edge-darkening effect over time and creates a new improved flat-field calibration file to be implemented into the ISIS ctxcal application as a new default. We introduce a method to quantify the vignetting effect and its residuals after regular ISIS calibration. With the old calibration, the amount of residual edge-darkening is about eight percent. We prove that the new calibration does remove the effect completely, does not introduce any artifacts and qualitatively and quantitatively validate newly calibrated images. Mosaics produced with images that have been calibrated with our new flatfield show immediately less striping issues, without the application of any standard mosaicking-related tone-matching techniques.
description: This calibration data replaces the monthly calibration data published in http://dx.doi.org/10.17169/refubium-37236.
DOI: 10.17632/9r4pjdksxm.2
title: Ultrasonic 4D seismic data - IJGGC

description: The data contains ultrasonic data, taken from 1MHz transducers and 150 kHz transducers, and processed by a Verasonics Vantage Research system. The data is saved in a .segy format, to be compatible with conventional seismic data.

There are four main datasets, each corresponds to a full scan of a 3m x 1m tank, containing a plastic model and submerged in water. Each dataset contains roughly 150 .segy files, which are recordings from multiple transducers at one location within the tank. The x-position of the transducer grid is defined in the title as x_pos: XX (in m).

The last dataset (Stationary zreo-offset data), is a dataset acquired by performing continuous recordings from the transducers, while keeping the grid stationary and slowly injecting air into the model.
DOI: 10.26023/7f31-kph4-e30m
title: R/V Mirai XCTD Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the data from the R/V Mirai XCTD (Expendable Conductivity, Temperature, and Depth) casts in the Indian Ocean during DYNAMO. The data are in NetCDF format.
DOI: 10.13140/rg.2.2.28210.88007
title: Hubungan kebersihan diri dan keluhan gangguan kulit pada petani: Studi literatur
DOI: 10.13140/rg.2.2.21499.99364
title: Physica Scripta Reviewer Certificate presented to Jinfeng Li _Reviewer Confirmation Letter from IOP Publishing
DOI: 10.13140/rg.2.2.34921.76644
title: Awareness of Artificial Intelligence among the library users of pre-service teacher education program
DOI: 10.34740/kaggle/dsv/13228733
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17169/refubium-41764
title: Noctis Labyrinthus HRSC image mosaic and DTM
title: Mosaic from 8 HRSC orbits (0442, 1085, 1944, 1977, 1988, 10497, 14632, 16684)

description: The Noctis Labyrinthus region (Latin for “labyrinth of night”) is located between the western edge of Valles Marineris and the Tharsis upland. It has a length of 1,190 km and is characterized by a system of deep and steep-walled valleys formed by faulting. Many of the valleys show the classical appearance of so-called graben. We feature an image mosaic which consists of 8 high-definition images from the HRSC camera with a resolution of 12.5 m per pixel. We also provide a Digital Terrain Model of the area in 100 m per pixel, which has been constructed from the same HRSC orbits.
DOI: 10.5281/zenodo.17242345
title: Seismic Noise Dataset from the Andalusian Strong Motion Network (IAG-UGR) in the Guadalquivir Basin, Spain

description: This dataset corresponds to eight high-sensitivity accelerograph stations operated by the Instituto Andaluz de Geofísica, Universidad de Granada, Spain. The accelerographs are Titan models manufactured by Nanometrics, with a sampling frequency of 100 sps (see https://nanometrics.ca/instrumentation/products/accelerometers/titan).

The dataset consists of one continuous week of measurements for each station and is associated with the article:

Mapping basement depth at regional scale through mHVSR: the Guadalquivir Basin, SpainFernández-Carabantes et al., 2025.

These data are shared to facilitate studies of mHVSR and provide a reference dataset associated with this study. Their use is free, provided that both the Zenodo repository and the associated article are cited, and in accordance with the associated license.

For convenience, each station has its own folder containing the corresponding data files (miniseed). Additionally, a file with the coordinates of all stations is included.
DOI: 10.5281/zenodo.17242346
title: Seismic Noise Dataset from the Andalusian Strong Motion Network (IAG-UGR) in the Guadalquivir Basin, Spain

description: This dataset corresponds to eight high-sensitivity accelerograph stations operated by the Instituto Andaluz de Geofísica, Universidad de Granada, Spain. The accelerographs are Titan models manufactured by Nanometrics, with a sampling frequency of 100 sps (see https://nanometrics.ca/instrumentation/products/accelerometers/titan).

The dataset consists of one continuous week of measurements for each station and is associated with the article:

Mapping basement depth at regional scale through mHVSR: the Guadalquivir Basin, SpainFernández-Carabantes et al., 2025.

These data are shared to facilitate studies of mHVSR and provide a reference dataset associated with this study. Their use is free, provided that both the Zenodo repository and the associated article are cited, and in accordance with the associated license.

For convenience, each station has its own folder containing the corresponding data files (miniseed). Additionally, a file with the coordinates of all stations is included.
DOI: 10.17169/refubium-41993
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2021
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2021

description: The dataset contains 5 minute data of the Berlin stations from the FU Microclimate network (FUMiNET). This measurement network has been continuously built up since 2017 and is used for scale-dependent research of the urban climate of Berlin, which was funded by the 'Urban Climate under Change' Project (https://www.uc2-program.org/), BMBF. The stations reflect the urban structure and are located at sites which are typical of the Berlin urban area. The stations measure at a height of 2m the temperature and humidity. The data package contains data for the year 2021. For each of the stations there is a file with packed data in CSV format. In a full description contained in a pdf file, the locations are explicitly described.
description: Der Datensatz enthält Messwerte im fünf Minuten Takt des 'FU- Microclimate network' (FUMiNET) aus dem Berliner Stadtgebiet. Dieses Messnetz wurde kontinuierlich seit dem Jahr 2017 aufgebaut und dient der skalenübergreifenden Erfoschung des Stadtklimas von Berlin, welches durch das BMBF 'Stadtklima im Wandel Projektes' (https://www.uc2-program.org/) gefördert wurde. Die Stationen sind so aufgebaut, dass die Stadtstruktur von Berlin gut abgebildet wird. Gemessen wird die 2m Temperatur und Feuchte. Im Datenpaket sind die Daten des Jahres 2021 enthalten. Zu jeder der Stationen gibt es eine Datei mit gepackten Daten im CSV Format. In einer Gesamtbeschreibung als eine pdf Datei sind die Standorte expliziert beschrieben.
DOI: 10.13140/rg.2.2.18773.69609
title: EE STEPS Analysis of PERS036-2S4 162-1 48 Real World Data by the Persian Curve (PC) EE STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.26023/jtgj-4jg4-ad0w
title: DYNAMO Sub-Surface Mooring Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the oceanographic data from the three DYNAMO sub-surface moorings that was located in the Indian Ocean during DYNAMO. The data are in NetCDF format.
DOI: 10.17169/refubium-42016
title: Meteorologische Messungen im Berliner Stadtgebiet mit MEVIS Stationen des Instituts für Meteorologie der Freien Universität Berlin für das Jahr 2023

description: The data set contains observations from the MEVIS measuring network (Measurement data acquisition, processing and information system for environmental measurement data, which is commercially distributed by the company Adolf Thies GmbH & Co. KG Göttingen) with a temporal resolution of minutes. The MEVIS measuring network collects meteorological data at locations distributed across the city of Berlin. The construction of the stations is based on the WMO standard (Guide to Instruments and Methods of Observation, Volume I, Measurement of Meteorological Variables, WMO No. 8, http://dx.doi.org/10.25607/OBP-432) and has been maintained by the Institute of Meteorology of the Freie Universität Berlin since 1997. This package contains the data from the year 2023. For each of the 13 stations there is a file with packed data in CSV format and a station description in PDF format. In addition, there is an overall description of the monitoring network in a PDF file. Further information about the MEVIS monitoring network and the data can be found at the MEVIS portal page: https://mevis.klimod.de.
description: Der Datensatz enthält Minutenwerte der Stationen des MEVIS Messnetzes (Messwerterfassungs-, Verarbeitungs- und Informationssystem für Umweltmessdaten, welches kommerziell von der Firma Adolf Thies GmbH & Co. KG Göttingen vertrieben wird). Das MEVIS Messnetz erhebt meteorologische Daten an Standorten, die im Berliner Stadtgebiet verteilt sind. Der Aufbau der Stationen orientiert sich am WMO Standard (Guide to Instruments and Methods of Observation, Volume I, Measurement of Meteorological Variables, WMO No. 8, http://dx.doi.org/10.25607/OBP-432) und wird vom Institut für Meteorologie der Freien Universität Berlin seit 1997 betreut. Im Datenpaket sind die Daten des Jahres 2023 enthalten. Zu jeder der 13 Stationen gibt es eine Datei mit gepackten Daten im CSV Format und eine Stationsbeschreibung im PDF Format. Dazu gibt es eine Gesamtbeschreibung des Messnetzes als PDF Datei. Weiterführende Informationen zum MEVIS Messnetz und den Daten findet man auf der MEVIS Portalseite: https://mevis.klimod.de.
DOI: 10.15468/dl.gr2qxg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus acetosella",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036766-250920141307145/datasets/export for details.
DOI: 10.15468/dl.5t3a29
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036767-250920141307145/datasets/export for details.
DOI: 10.17169/refubium-42039
title: Replication data for: Topographical analysis of Libya Linea on Europa
title: Geologic Evolution and Identification of a new putative Cryovolcanic or Diapir Field [DataSet]

description: Data
description: Digital Terrain Model of the area of the smooth band Libya Linea on Jupiter's icy moon Europa.
DOI: 10.6084/m9.figshare.30245635
title: meta2bseek database (GTDB r220)

description: meta2bseek database (GTDB r220)
DOI: 10.6084/m9.figshare.30245635.v2
title: meta2bseek database (GTDB r220)

description: meta2bseek database (GTDB r220)
DOI: 10.6084/m9.figshare.30245635.v1
title: meta2bseek database (GTDB r220)

description: meta2bseek database (GTDB r220)
DOI: 10.15468/dl.mx8tfe
title: Occurrence Download

description: A dataset containing 10291 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'TZ'
 AND (occurrence.decimallatitude &gt;= -9.63418 AND occurrence.decimallatitude &lt;= -8.03551 AND (occurrence.decimallongitude &gt;= 34.17721 AND occurrence.decimallongitude &lt;= 35.74536) AND GBIF_WITHIN('POLYGON ((34.17721 -9.63418, 35.04254 -9.56792, 35.74536 -9.56792, 35.70784 -8.03551, 34.20114 -8.03551, 34.17721 -9.63418))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE)
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 10291 records were derived from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036741-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17169/refubium-42179
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2022
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2022

description: Der Datensatz enthält Messwerte im fünf Minuten Takt des 'FU- Microclimate network' (FUMiNET) aus dem Berliner Stadtgebiet. Dieses Messnetz wurde kontinuierlich seit dem Jahr 2017 aufgebaut und dient der skalenübergreifenden Erfoschung des Stadtklimas von Berlin, welches durch das BMBF 'Stadtklima im Wandel Projektes' (https://www.uc2-program.org/) gefördert wurde. Die Stationen sind so aufgebaut, dass die Stadtstruktur von Berlin gut abgebildet wird. Gemessen wird die 2m Temperatur und Feuchte. Im Datenpaket sind die Daten des Jahres 2022 enthalten. Zu jeder der Stationen gibt es eine Datei mit gepackten Daten im CSV Format. In einer Gesamtbeschreibung als eine pdf Datei sind die Standorte expliziert beschrieben.
description: The dataset contains 5 minute data of the Berlin stations from the FU Microclimate network (FUMiNET). This measurement network has been continuously built up since 2017 and is used for scale-dependent research of the urban climate of Berlin, which was funded by the 'Urban Climate under Change' Project (https://www.uc2-program.org/), BMBF. The stations reflect the urban structure and are located at sites which are typical of the Berlin urban area. The stations measure at a height of 2m the temperature and humidity. The data package contains data for the year 2022. For each of the stations there is a file with packed data in CSV format. In a full description contained in a pdf file, the locations are explicitly described.
DOI: 10.48420/30204577
title: Research data for: "Electron and Nuclear Spin Dynamics of a Lanthanide Complex in Solution"

description: This dataset contains raw data for the DFT-calculated molecular dynamics trajectory of a lanthanide PARASHIFT agent in water. It also contains the CASSCF-SO-calculated electronic structure of the molecule, i.e. the full spin-orbit plus crystal field Hamiltonian, at every time step of the trajectory. These data allow us to calculate the electron spin dynamics over the trajectory and hence determine the nuclear spin relaxation rates without assumptions on the nature of the electron spin dynamics.
DOI: 10.48420/30204577.v1
title: Research data for: "Electron and Nuclear Spin Dynamics of a Lanthanide Complex in Solution"

description: This dataset contains raw data for the DFT-calculated molecular dynamics trajectory of a lanthanide PARASHIFT agent in water. It also contains the CASSCF-SO-calculated electronic structure of the molecule, i.e. the full spin-orbit plus crystal field Hamiltonian, at every time step of the trajectory. These data allow us to calculate the electron spin dynamics over the trajectory and hence determine the nuclear spin relaxation rates without assumptions on the nature of the electron spin dynamics.
DOI: 10.13140/rg.2.2.11722.02245
title: S5_Dedenko_Possible_candidates_for_Cancer_Drugs_en-ru_V1.0.pdf
DOI: 10.17169/refubium-42290
title: The evolution of antimicrobial peptide resistance in Pseudomonas aeruginosa is severely constrained by random peptide mixtures

description: The prevalence of antibiotic-resistant pathogens has become a major threat to public health, requiring swift initiatives for discovering new strategies to control bacterial infections. Hence, antibiotic stewardship and rapid diagnostics, but also the development, and prudent use, of novel effective antimicrobial agents are paramount. Ideally, these agents should be less likely to select for resistance in pathogens than currently available conventional antimicrobials. The usage of antimicrobial Peptides (AMPs), key components of the innate immune response, and combination therapies, have been proposed as strategies to diminish the emergence of resistance. Herein, we investigated whether newly developed random antimicrobial peptide mixtures (RPMs) can significantly reduce the risk of resistance evolution in vitro to that of single sequence AMPs, using the ESKAPE pathogen Pseudomonas aeruginosa (P. aeruginosa) as a model Gram-negative bacterium. Infections of this pathogen are difficult to treat due the inherent resistance to many drug classes, enhanced by the capacity to form biofilms. P. aeruginosa was experimentally evolved in the presence of AMPs or RPMs, subsequentially assessing the extent of resistance evolution and cross-resistance/collateral sensitivity between treatments. Furthermore, the fitness costs of resistance on bacterial growth were studied, and whole-genome sequencing used to investigate which mutations could be candidates for causing resistant phenotypes. Lastly, changes in the pharmacodynamics of the evolved bacterial strains were examined. Our findings suggest that using RPMs bears a much lower risk of resistance evolution compared to AMPs and mostly prevents cross-resistance development to other treatments, while maintaining (or even improving) drug sensitivity. This strengthens the case for using random cocktails of AMPs in favour of single AMPs, against which resistance evolved in vitro, further providing an alternative to classic antibiotics worth pursuing.
DOI: 10.26023/635t-333k-m502
title: NOAA P3 AXBT Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the water temperature profile data from the Airborne Expendable Bathythermographs (AXBT) that were deployed from the NOAA P3 aircraft over the the Indian Ocean during DYNAMO. The data are in NetCDF format.
DOI: 10.17169/refubium-42290.2
title: The evolution of antimicrobial peptide resistance in Pseudomonas aeruginosa is severely constrained by random peptide mixtures

description: The prevalence of antibiotic-resistant pathogens has become a major threat to public health, requiring swift initiatives for discovering new strategies to control bacterial infections. Hence, antibiotic stewardship and rapid diagnostics, but also the development, and prudent use, of novel effective antimicrobial agents are paramount. Ideally, these agents should be less likely to select for resistance in pathogens than currently available conventional antimicrobials. The usage of antimicrobial Peptides (AMPs), key components of the innate immune response, and combination therapies, have been proposed as strategies to diminish the emergence of resistance. Herein, we investigated whether newly developed random antimicrobial peptide mixtures (RPMs) can significantly reduce the risk of resistance evolution in vitro to that of single sequence AMPs, using the ESKAPE pathogen Pseudomonas aeruginosa (P. aeruginosa) as a model Gram-negative bacterium. Infections of this pathogen are difficult to treat due the inherent resistance to many drug classes, enhanced by the capacity to form biofilms. P. aeruginosa was experimentally evolved in the presence of AMPs or RPMs, subsequentially assessing the extent of resistance evolution and cross-resistance/collateral sensitivity between treatments. Furthermore, the fitness costs of resistance on bacterial growth were studied, and whole-genome sequencing used to investigate which mutations could be candidates for causing resistant phenotypes. Lastly, changes in the pharmacodynamics of the evolved bacterial strains were examined. Our findings suggest that using RPMs bears a much lower risk of resistance evolution compared to AMPs and mostly prevents cross-resistance development to other treatments, while maintaining (or even improving) drug sensitivity. This strengthens the case for using random cocktails of AMPs in favour of single AMPs, against which resistance evolved in vitro, further providing an alternative to classic antibiotics worth pursuing.
DOI: 10.15468/dl.7qb7g2
title: Occurrence Download

description: A dataset containing 51024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "Year is 1952"
 ]
}

 The dataset includes 51024 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036688-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.