cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6t65yy
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033700-250920141307145/datasets/export for details.
DOI: 10.17169/refubium-39458
title: Feldtagebücher Grabungsstelle „Rotes Haus“, Tall Šēḫ Ḥamad/Syrien
title: Field diaries of the excavation section “Rotes Haus” (Red House), Tall Šēḫ Ḥamad/Syrien

description: Dieser Datensatz enthält Digitalisate der Feldtagebücher der Grabungsstelle "Rotes Haus" (Grabungabschnitt "Mittlere Unterstadt II") in Tall Šēḫ Ḥamad (Syrien) aus den Ausgrabungskampagnen 1992-1995, 1997-2004, 2006, 2008-2010.
description: This folder contains the PDF-files of the field diaries of the excavation section “Rotes Haus” (Red House) of the excavation unit Mittlere Unterstadt II (Central Lower Town II) of Tall Šēḫ Ḥamad as recorded in the seasons of 1992-1995, 1997-2004, 2006, 2008-2010.
DOI: 10.17169/refubium-39512
title: Protein nanobarcodes enable single-step multiplexed fluorescence imaging
title: Image data

description: This dataset contains multiplexed fluorescence microscopy images of the protein nanobarcodes with the immunostaining protocol described in the manuscript.
description: Data are provided for 4 different expression times, namely overnight, 24h, 48h, and 72h, for all the constructs used in the research. The datasets used in for training, validation, and testing of the deep network used for identification of nanobarcodes are solely obtained from the provided images.
description: Multiplexed cellular imaging typically relies on the sequential application of detection probes, such as antibodies or DNA barcodes, which is complex and time-consuming. To address this, we developed here protein nanobarcodes, composed of combinations of epitopes recognized by specific sets of nanobodies. The nanobarcodes are read in a single imaging step, relying on nanobodies conjugated to distinct fluorophores, which enables a precise analysis of large numbers of protein combinations.
DOI: 10.15468/dl.qdanqd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis aspera",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033701-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17169/refubium-39646
title: MS-Daten: SFC-MS/MS for Orthogonal Separation of Hydroxylated 17α Methyltestosterone Isomers

description: MS-Datenset zu der Veröffentlichung "SFC-MS/MS for Orthogonal Separation of Hydroxylated 17α Methyltestosterone Isomers". Beinhaltet Daten zur Methodenvaliderung und in vitro Studien.
DOI: 10.17169/refubium-39650
title: Global estimates of 100-year return values and confidence intervals of daily precipitation for different data sets

description: High-impact river floods are often caused by very extreme precipitation events with return periods of several decades or centuries, and the design of flood protection measures thus relies on reliable estimates of the corresponding return values. However, calculating such return values from observations is associated with large statistical uncertainties due to the limited length of observational time series. Here, estimates of 100-year return values of daily precipitation on a global grid based on a large data set of model-generated precipitation events from ensemble weather prediction are presented, in which statistical uncertainties of the return values are substantially reduced compared to observational estimates.
DOI: 10.17169/refubium-39806
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2016
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2016

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 2016 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 2016 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 2016 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 2016. 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: 10.17863/cam.119830
title: Research data supporting "Resonant cavity effect for spectrally tunable and efficient narrowband perovskite photodetectors"

description: The dataset contains detailed optical simulation results supporting the development of a resonant cavity-enhanced perovskite photodetector, along with angular characterization of its experimental realization. It includes measurements obtained using an Agilent Cary 7000 universal measurement spectrometer, a Bentham PVE300 photovoltaic QE system, and several additional in-house setups. The Excel file is organized into tabs labeled 1c, 1d, … s15, corresponding to the figures in the manuscript and supplementary information. These tabs provide both simulation results and experimental data.
DOI: 10.5281/zenodo.17236560
title: Excited-state chemistry of hydroperoxymethyl thioformate in the troposphere
DOI: 10.5281/zenodo.17236561
title: Excited-state chemistry of hydroperoxymethyl thioformate in the troposphere
DOI: 10.17169/refubium-39987
title: Dataset for: Digital Doubters in Different Political and Cultural Contexts: Comparing Citizen Attitudes Across Three Major Digital Technologies

description: This is a series of dataset used for the Paper: Digital Doubters in Different Political and Cultural Contexts: Comparing Citizen Attitudes Across Three Major Digital Technologies.
description: Governments all over the world are rapidly embracing digital technologies for information collection, governance, and social control. Recent studies suggest citizens may accept or even support digital surveillance. By using an online survey dataset on public opinion about facial recognition technology, contact tracing apps, and the social credit system in China, Germany, the US, and the UK, this paper shows that these studies have overlooked a small yet significant group of digital technology doubters. Our results show that while up to 10% of Chinese citizens belong to the group of “digital doubters,” this group is the largest in Germany with 30% of citizens. The US and the UK are in the middle with approximately 20%. While citizens who belong to this group of digital doubters worry about privacy and surveillance issues, their attitudes can also be explained by them not being convinced of the benefits of digital technologies, including improved efficiency, security, or convenience. We find that the more citizens lack trust in their government, the more likely they are to belong to the group of digital doubters. Our findings demonstrate that in both democratic and authoritarian states, there are citizens opposing the adoption of certain digital technologies. This underscores the importance of initiating societal debate to determine the appropriate regulations that align with these societal preferences.
DOI: 10.15468/dl.9jgjvc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "PublishingOrg is one of (b6d09100-919d-4026-b35b-22be3dae7156, d5ef14a1-5177-4547-9ce2-46d84a4214eb, c0758a16-296b-4ec3-97fd-8a057d9060f3)",
 "TaxonKey is Gesta gesta"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033704-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7jcqm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033705-250920141307145/datasets/export for details.
DOI: 10.15468/dl.kqvj98
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 145 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033706-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbr2fm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033707-250920141307145/datasets/export for details.
DOI: 10.15468/dl.73y6jj
title: Occurrence Download

description: A dataset containing 16601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixodes scapularis"
 ]
}

 The dataset includes 16601 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033703-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2315884
title: Springs monitoring data for Amistad National Recreation Area, Texas: 2017-2025 - internal

description: This dataset contains long-term monitoring data for springs for Amistad National Recreation Area (2017-2025). Monitoring of seeps, springs, and tinajas provides information on these small and rare systems in parks of the National Park Service’s Chihuahuan Desert Network and Sonoran Desert Network. These systems are the primary connection between groundwater and surface water and are important water sources for plants and animals. The networks monitor a suite of springs vital signs and parameters organized into four modules: site characterization, site condition, water quantity, and water quality. The data were collected annually at one or more “sentinel sites” per park (sites chosen based on judgement and other criteria).
DOI: 10.15468/dl.rsutpz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033709-250920141307145/datasets/export for details.
DOI: 10.15468/dl.a5sat9
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033710-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jrdcs
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1071 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033711-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pybk7w
title: Occurrence Download

description: A dataset containing 4787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Reynoutria japonica"
 ]
}

 The dataset includes 4787 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9re7b
title: Occurrence Download

description: A dataset containing 4787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Reynoutria japonica"
 ]
}

 The dataset includes 4787 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033714-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13rgrbb
title: Geochemistry and mineralogy of mill tailings from the Ducktown mining district, Tennessee, USA

description: These .csv files contain data on the bulk mineralogy and geochemistry of tailings samples from the Ducktown volcanogenic massive sulfide mining district in Tennessee, USA. The reported geochemistry was collected using inductively-coupled plasma optical emission spectroscopy/mass spectrometry (ICP-OES/MS), wavelength-dispersive X-ray fluorescence (WDXRF), lead fire assay-inductively-coupled plasma mass spectrometry (FA-ICP-MS), and total carbon, total sulfur, and carbonate carbon by LECO instrumentation, and is presented in the file named "Ducktown_geochemistry.csv". The powder X-ray diffraction (pXRD) data were collected using cobalt radiation and the results interpreted using the Rietveld refinement method in Malvern Panalytical HighScore Plus version 4.8. Two .csv files are provided that represent the unprocessed diffraction scans for each of the two samples ("03CB033_Co.csv" and "03CB034_Co.csv") and an additional .csv file is provided ("Ducktown_mineralogy.csv) with the semi-quantitative mineralogy results based on the Rietveld refinements.
DOI: 10.57830/2315885
title: Springs monitoring data for Big Bend National Park, Texas: 2017-2025 - internal

description: This dataset contains long-term monitoring data for springs for Big Bend National Park (2017-2025). Monitoring of seeps, springs, and tinajas provides information on these small and rare systems in parks of the National Park Service’s Chihuahuan Desert Network and Sonoran Desert Network. These systems are the primary connection between groundwater and surface water and are important water sources for plants and animals. The networks monitor a suite of springs vital signs and parameters organized into four modules: site characterization, site condition, water quantity, and water quality. The data were collected annually at one or more “sentinel sites” per park (sites chosen based on judgement and other criteria).
DOI: 10.15468/dl.mbyte4
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033715-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxf8rk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033716-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4d8xyu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033717-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5n7kd
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyalinobatrachium"
 ]
}

 The dataset includes 546 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033718-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.daufx6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033724-250920141307145/datasets/export for details.
DOI: 10.15468/dl.fm89ys
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033723-250920141307145/datasets/export for details.
DOI: 10.15468/dl.qm8u5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis cilianensis",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033725-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hhfysx
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((111.53393 -3.99577,113.72071 -3.99577,113.72071 -1.70531,111.53393 -1.70531,111.53393 -3.99577))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pongo pygmaeus"
 ]
}

 The dataset includes 149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033722-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/c5229163f1e6b5669fe3b1682000d013
title: City of Seattle, Seattle Public Utilities, Annual Bull Trout Redd Surveys in Tributaries to Chester Morse Lake 1996-current, Cedar River Municipal Watershed, King County, WA

description: These data were collected during weekly annual redd surveys conducted by Seattle Public Utilities (SPU) in the Cedar River Municipal Watershed (CRMW), 1996 - current. Annual weekly bull trout redd surveys funded through the CRMW Habitat Conservation Plan (HCP) began in 2000 and ended in 2011 spawning year. To reinstate a monitoring program for the population, redd surveys in the most heavily used habitats by bull trout (termed the Core Zone), were opportunistically conducted in 2018. Weekly annual surveys in most of the Core Zone were reinstated in 2019. Approximately 77% of all redds observed 2000 - 2011 would have been observed during those years using the 2019 - 2022 spatial survey extent (SPU data on file). In 2023, the spatial and temporal coverage of surveys were on par with historical coverage, i.e., approximately 100% of all redds observed 2000 - 2011 would have been observed using the 2023 spatial survey extent. 
 
 Information on redd location is used primarily to enable derivation of redd elevations. Redd elevation is required to estimate potential impacts to the spawning population and incubating embryos caused by reservoir inundation of stream spawning habitat after the spawning period during fall through spring. Redd weekly timing information is critical to accurately represent whether embryos remain in the gravel and are vulnerable to impacts of reservoir inundation as the reservoir is refilled starting in early spring. It is also vitally important that SPU understand timing and abundance of redds beyond the inundation zone to enable understanding of the overall impact to the population.
DOI: 10.5281/zenodo.17224157
title: Sample Datasets for Semi-Supervised Multi-Label Classification of Indonesian Financial Regulatory Texts

description: This record provides two small sample datasets prepared for a study currently under review on semi-supervised contrastive learning for multi-label classification of Indonesian financial regulatory texts. The documents are adapted from publicly available regulations issued by financial regulators in Indonesia.





sample-data-labeled.csv: A limited set of documents annotated by domain experts with five regulatory categories (E-Money, Credit Card, Remittance, QRIS, and Payment Gateway).




sample-data-unlabeled.csv: A corresponding set of documents without labels, intended for semi-supervised learning experiments.



These datasets are illustrative samples only and not the full corpus. Since the work is not yet formally published, researchers interested in using or extending this dataset are kindly requested to contact the author before reuse or citation