cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5279/dk-sa-dda-220
title: Danske kommunevalg 1909-1966
title: Local Elections in Denmark, 1909-1966

description: I nærværende undersøgelse vil der for hvert af de 15 kommunevalg afholdt i perioden 1909-1966 findes et OSIRIS datasæt indeholdende oplysninger om antal vælgere og afgivne stemmer, antal kandidater og valgte fordelt på mænd og kvinder, samlet stemmetal samt stemmer afgivet på forskellige listegrupper. Der er anvendt ens listegrupper (samme variable) for alle valgår. Hvis en variabel således har værdien nul (manglende data), betyder dette, at listen ikke er opstillet det pågældende år i den pågældende kommune. Sammenligninger på kommuneniveau mellem dette og et eller flere af de øvrige kommunedataarkiver vanskeliggøres af de omfattende kommunesammenlægninger og grænseændringer. Oplysninger om sådanne sammenlægninger og ændringer er imidlertid samlet i Kommuneidentifikationer 1909-1975 (DDA-019), således at dette register kan danne grundlaget for de nødvendige integrations- og aggregeringsprocedurer
description: The study comprises 15 local elections which were held during the period 1909-1966 in Denmark. For each of the 15 local elections an OSIRIS data set has been generated, containing information about number of voters and votes, number of can- didates and of candidates elected as distributed on men and women, number of votes cast for candidates, and number of votes cast for party, and other, lists.     #The party, and other, lists are the same (i.e. the same variables) for all elections. Thus, if a variable takes the value zero (i.e. missing data), this indicates that the list in question had nominated no candidates for that particular local election in that particular constituency (municipality).     #Comparisons on the municipal level between this study and (some of the) other studies containing municipal data are made diffi- cult by extensive changes and adjustments of municipality boundaries, which, of course, means a parallel redistribution of constituencies. Information about such changes, etc. has been collected in DDA-0019: Municipality Identification, 1909-1975, in order that this register may form the basis of necessary integration and aggregation procedures
description: Se abstract
description: See abstract
DOI: 10.5281/zenodo.10047095
title: Numerically predicted permeability of over 6500 artificially generated fibrous microstructures

description: This data set was generated in the project "ML4ProcessSimulation - Machine Learning for Simulation Intelligence in Composite Process Design" (Leibniz Collaborative Excellence funding program: K377/2021), at Leibniz-Institut für Verbundwerkstoffe GmbH. The goals were to create a comprehensive data set for training different neural networks and to gain insight into the influence of fiber structure on permeability. The models represent the fiber structure within fiber bundles in fiber-reinforced plastic composites (FRPC). Over 6500 structure models were generated in the software GeoDict® [1] and the permeability tensor of these models was numerically calculated in the GeoDict® module FlowDict [2]. The zip files contain the structure file (gdt), the model generation result file (FiberGeo_[...].gdr) and the flow simulation result file (LIRStokesResult_[...].gdr). For each zip file is a JSON meta data file available and in addition the gdr files contain all input and output data of the model generation and the flow simulation. The file Table_of_Parameter_studies_and_model_pictures.jpg gives an overview of the parameter studies and exemplarily shows two models each.The data set is divided into three parameter studies: 

1_Parameter_study_round_fibers with round fibers by varying the fiber volume content (fvc), fiber diameter (fdia) and fiber orientation (fdir). For each modeling parameter, 5 - 100 models (random seed or RS) were generated, all differing due to the randomized fiber positioning during model generation.
2_Parameter_study_elliptical_fibers with elliptical fibers that was varied based on different aspect ratios (asp1, asp2, asp3). In addition, fdia and fvc were varied and 5 models (RS) were calculated. 
3_Parameter_study_undulation with elliptical fibers, whose undulation was varied. In addition, fdia and fvc were varied and 12 models (RS) were calculated.
[1] J. Hilden, S. Rief, and B. Planas, GeoDict 2023 User Guide. FiberGeo handbook. DE: Math2Market GmbH, 2023. Accessed: Oct. 26, 2023. [Online]. Available: https://doi.org/10.30423/userguide.geodict
[2] J. Hilden, S. Linden, and B. Planas, "GeoDict 2023 User Guide. FlowDict handbook." Math2Market GmbH, 2023. Accessed: Jul. 31, 2023. [Online]. Available: https://doi.org/10.30423/userguide.geodict
DOI: 10.5281/zenodo.13827245
title: Marmora Bizantina Text database

description: The database of texts is designed to support the reconstruction of marble trading mechanisms. It includes inscriptions, historical, and hagiographic texts written in Latin, Greek, and Syriac. The database serves as a comprehensive reference tool for archaeologists, historians, art historians, conservators, and specialists in cultural heritage management. The research facilitated by this database aims to produce synthetic studies on various aspects of marble use and trade in the southern Eastern Mediterranean between the 4th and 7th centuries AD.
DOI: 10.5281/zenodo.14063113
title: Positioning of lightning electromagnetic radiation sources with satellite constellations: simulation and preliminary validation

description: The dataset contains simulation calculation codes, satellite trajectories, and transmission time estimates. The simulation calculation is based on the version of matlab2024a,

The observation_data_processing file contains the satellite orbit information and time difference information.
DOI: 10.5281/zenodo.14497425
title: AWOFRO : Annotated tweet corpus of mixed Wolof-French for detecting obnoxious messages

description: These data are tweets of mixed Wolof-French codes annotated by three(3) annotators. They were extracted during the period from 1 January 2021 to 31 May 2023.

Content description :

Corpora.rar : The dataset contains 3510 annotated tweets
DOI: 10.5281/zenodo.14515434
title: Dissolved carbon concentrations and 14C from Lake Geneva and Rhone River
DOI: 10.5281/zenodo.14635938
title: A Fast and Fine Location Method for Lightning Channels Based on Time Series Segmented Feature of Low Frequency Signal
DOI: 10.5281/zenodo.14871615
title: Digital Soil Moisture Mapping - Data accompanying Houben et al. 2025, Vadose Zone Journal

description: Data for digital soil moisture mapping

The data accompanies the publication:

 





Houben, T., Ebeling, P., Khurana, S., Schmid, J., Boog, J., (2025): Machine-learning based spatio-temporal prediction of soil moisture in a grassland hillslope. Vadose Zone Journal.



This repository contains the full processed input data sets and the corresponding results which were produced with the python soil moisture module (SM-Module) 10.5281/zenodo.14871758

The folder structure is as follows:

├── figures # figures and maps produced by prediction, including combined_images.gif for seed 12000├── hyperparameters_tuning_stats├── model_input├── models├── performance_stats├── residuals

 

Citation

If you use any materials of this repository cite the paper Houben et al. (2025)

If you use any of the input data cite as follows:

    Soil moisture data created by Martini et al. 2015, processed by Houben et al. (2025).

If you use the DEM information or any derivatives cite as follows:

    Digital Elevation Model: Schröter et al. 2015, processed by Houben et al. (2025).

 

References

Houben, T., Ebeling, P., Khurana, S., Schmid, J., Boog, J., (2025): Machine-learning based spatio-temporal prediction of soil moisture in a grassland hillslope. Vadose Zone Journal. doi:...

Martini, E., Wollschläger, U., Kögler, S., Behrens, T., Dietrich, P., Reinstorf, F., Schmidt, K., Weiler, M., Werban, U., & Zacharias, S. (2015). Spatial and Temporal Dynamics of Hillslope-Scale Soil Moisture Patterns: Characteristic States and Transition Mechanisms. Vadose Zone Journal, 14(4). https://doi.org/10.2136/vzj2014.10.0150

Schröter, I., Paasche, H., Dietrich, P., & Wollschläger, U. (2015). Estimation of Catchment-Scale Soil Moisture Patterns Based on Terrain Data and Sparse TDR Measurements Using a Fuzzy C-Means Clustering Approach. Vadose Zone Journal, 14 (11). https://doi.org/10.2136/vzj2015.01.0008
DOI: 10.5678/wyv4-4e13
title: Chemical properties of forest and pasture soils in San Francisco at 2000 m asl
title: Soil chemical properties - San Francisco core plots

description: The dataset includes chemical properties of the organic layer and mineral soil on forest and pastures core plots in San Francisco during sampling campaigns in 2018 and 2019. Three soil profiles were established on each core plot. Respresentative samples were taken from each horizon, dried and transported to Germany for laboratory analyses. Available nitrogen (NH4-N and NO3-N) was immediately extracted in the laboratory of the ECSF with 1 M KCl. The extracts were frozen and sent to Germany for laboratory analyses by continuous flow analysis. Following properties were measured in the &lt; 2mm soil fraction: available P after extraction by the Olsen method with 0.5 M NaHCO3 and measurement by continuous flow analysis, total element concentrations Al, Fe, Mn, Zn, C, N, S, P, K, Na, Mg, Ca after microwave pressure digestion with HNO3, H2O2 and HF and measurement by by ICP-OES or ICP-MS, effective cation exchange capacity and exchangeable cations Ca, Na, Mg, K, Al, Fe, Mn after unbuffered extraction with 1M NH4NO3 and measurement by ICP-OES.
DOI: 10.5683/sp3/lwmgrm
title: North America ISD to ERA5 (NA-ISD2ERA) Catalogue

description: The NA-ISD2ERA is a station-based gridded dataset of hourly 10-m wind speed, surface total precipitation, sea-level pressure, and 2-m air and dew point temperature observations interpolated on the regular 0.25° latitude-longitude ERA5 grid over North America for the 1990-2021 period. Station observations are from the Integrated Surface Database (ISD) developed by the National Centers for Environmental Information (NCEI) of the National Oceanic and Atmospheric Administration (NOAA) (Smith et al. 2011). It includes over 35,000 weather stations around the world of hourly to sub-hourly in situ observations for numerous variables such as wind speed, precipitation, sea-level pressure, air and dew point temperature. The NCEI ISD dataset is available at https://www.ncei.noaa.gov. ERA5 is the fifth generation of the European Centre for Medium-Range Weather Forecasts (ECMWF) reanalysis (Hersbach et al., 2020). Quality checks implemented in ISD are used to select reliable observations. For each ERA5 grid cell and at each hour, the data are interpolated by taking the nearest available ISD observation to the grid cell center that is located within the targeted grid cell.
DOI: 10.60520/ieda/113575
title: Major and trace elements and Sr-Nd isotopic composition of Chinese loess across different grain size fractions

description: Four samples were collected from the Lingtai section of the Chinese Loess Plateau and the Xiashu loess section in Nanjing, Southern China, specifically from the L1 and S1 strata. These samples were fractionated into seven different particle size components and analyzed for their compositions of major and trace elements, as well as Sr-Nd isotopes. This analysis aimed to assess the impact of particle size on the geochemical indicators of Chinese loess and its implications for provenance tracing.
DOI: 10.6073/pasta/13c25e41766801474979970f6e21c7f4
title: Baltimore Ecosystem Study: Estimates of population in focal watersheds based on 2010 census

description: This dataset includes population estimates for eight focal sub-watersheds in the Baltimore Ecosystem Study based on the proportion of 2010 census blocks located within the watershed. These data can facilitate per capita calculations of watershed fluxes.
DOI: 10.6073/pasta/3553d0cc21a9562369fa8b2d359cc04d
title: Code for Random Forest models that predict pharmaceutical and water chemistry measurements in Baltimore Ecosystem Study streams

description: This file contains code to model the relationship between the water chemistry measurements and discharge measured as part of BES routine sampling and the pharmaceuticals measured in WY 2018. We use Random Forest models to predict 1) total (i.e., summed) concentration of the pharmaceuticals for which we screened, 2) total nutrient concentrations (TN & TP), 3) whether or not the antibiotic trimethoprim was detected in a given sample, and 4) whether or not nitrate and TP were above or below environmentally-relevant threshold concentrations. 
 We also use RF models to predict N and P concentrations over a longer period, in order to compare models for nutrients to pharma.
 Code and analyses here rely on data processed in the file "BESPharma_WY2018.Rmd", published on EDI (doi:10.6073/pasta/610cb67fcbc8982c2af8ed946dce8ea5) and BES water chemistry data published on EDI (doi:10.6073/pasta/ce7f30e6013e003bfe28c5fd7d4aed23 )
DOI: 10.6073/pasta/36453abc14ce8d6a33711231fdee9792
title: Baltimore Ecosystem Study: Pharmaceutical concentrations for core sites in Gwynns Falls and Baisman Run

description: Water samples from one year of weekly samples at the Baltimore Ecosystem Study core stream sites were analyzed to measure concentrations of 92 different pharmaceutical concentrations. Note that none of the sites sampled in this dataset receive effluent from wastewater treatment plants (a common source of pharmaceutical contamination). In Baisman Run, sewage is treated by onsite systems, while in the Gwynns Falls watershed, sewage is piped across the watershed boundary and treated elsewhere.
DOI: 10.6073/pasta/927439563d37c9461011e0060a5c1a87
title: Lake level surveys in the McMurdo Dry Valleys, Antarctica (1991-2023, ongoing)

description: Manual lake level surveys are conducted each season for several lakes across the McMurdo Dry Valleys of Antarctica. This data package includes lake levels for Lake Fryxell, Lake Hoare, and Lake Bonney, located in Taylor Valley; Lake Vanda and Don Juan Pond, located in Wright Valley; Lake Vida, located in Victoria Valley; Lake Miers, located in Miers Valley; and Lake House and Lake Joyce, located in Pearse Valley.
DOI: 10.6075/j0j67h27
title: Data and Code from: Measuring Turbulent Dissipation with Acoustic Doppler Velocimeters in the Presence of Large, Intermittent, Infragravity Frequency Bores

description: Python dependencies copied from the environment file: [tool.poetry.dependencies] python = "^3.7" numpy = "^1.17" matplotlib = "^3.1" xarray = "^0.13.0" netcdf4 = "^1.5" sympy = "^1.4" scipy = "^1.3" ipython = "^7.8" PyQt5 = "^5.14.1" pyRSKTools = "^0.1.8" cmocean = "^2.0" gsw = "^3.3.1" seawater = "^3.3.4" pyproj = "^2.6.1" seaborn = "^0.10.1" utm = "^0.6.0" statsmodels = "^0.12.0" PyEMD = "^0.5.1" EMD-signal = "^0.2.10" nlopt = "^2.6.2" palettable = "^3.3.0" iapws = "^1.5.2" plottools = "^0.2.0" [tool.poetry.dev-dependencies] pytest = "^3.0" [build-system] requires = ["poetry&gt;=0.12"] build-backend = "poetry.masonry.api" Some of these, like pyRSKTools, were part of the environment used for all codes in this project and may not be relevant for these specific codes.
description: This object contains data collected from Los Peñasquitos Lagoon in Southern California as well as code to process that data according to the paper “Measuring Turbulent Dissipation with Acoustic Doppler Velocimeters in the Presence of Large, Intermittent, Infragravity Frequency Bores.” It is meant to provide reference for those looking to reproduce or build upon the methods presented in that paper. The data is primarily 16 Hz velocity measurements obtained from 3 Nortek Vectors (Acoustic Doppler Velocimeters). Two synced Nortek Vectors were mounted, along with other instruments, on a sawhorse frame that was secured with sand anchors into the bed at the second bend of the main channel, roughly 300 meters upstream of the mouth. A third, bottom frame mounted, upward looking Vector was deployed roughly 250 meters further upstream. All three Vectors started sampling at midnight on February 2nd and collected data continuously at 16 Hz, with 5 second breaks every hour to write the data to memory. One of the synced Vectors stopped sampling the afternoon of February 11th due to memory limitations. The other two Vectors had synced optical back scatter measurements and started sampling for only short bursts starting the morning of February 14th due to low battery, making later data unusable. Data from a nearby National Estuarine Research Reserve station are also included to provide a pressure correction for the Vector data. All data files are stored as NetCDF files. The code is meant to take the raw velocity data, clean it, de-spike it, generate vertical velocity wavenumber spectra, and calculate turbulent dissipation values. The purpose of the paper was to understand how non-linear, intermittent, infragravity frequency bores affected existing de-spiking, spectrum calculation, and dissipation calculation methods, and create new working algorithms. As part of this, several error analysis and tolerance test data files are also included.
DOI: 10.6084/m9.figshare.21644927
title: HFUT_Polarization_Datasets.rar

description: Polarization dehazing datasets for different concentrations of haze.
DOI: 10.6084/m9.figshare.24573211
title: Q10-data.xlsx

description: A total of 1,131 datasets from 160 published papers were selected to identify <i>Q</i><sub>10</sub> values for different N transformation processes within Chinese terrestrial ecosystems.
DOI: 10.6084/m9.figshare.27117169
title: <b>Chromosome-level genome assembly and annotation of the </b><b>White-spotted spinefoot</b><b> </b><b><i>Siganus canaliculatus</i></b>

description: <b>Chromosom</b><b>e-level </b><b>genome </b><b>ass</b><b>embly and</b><b> </b><b>annotation of </b><b>the </b><b>White-spotted spinefoot</b><b> </b><b><i>Siganus canaliculatus</i></b><b> </b><b>using PacBio HiFi and Hi-C technologies</b>.
DOI: 10.6084/m9.figshare.28648871.v1
title: Supplementary Material for: A novel PTCH1 non-canonical splice region variant associated with Gorlin syndrome: case report

description: Introduction: Gorlin syndrome (GS) is a rare autosomal dominant condition that predisposes to cutaneous basal cell carcinomas, jaw keratocysts, and skeletal anomalies. Most patients with GS have a heterozygous pathogenic variant in the PTCH1 gene although a minor subset have a pathogenic variant in the SUFU gene.
Case Presentation: We report a 34-year-old woman meeting clinical diagnostic criteria for GS and with an affected father who also meets diagnostic criteria. Both had a novel germline splice-region variant that was originally classified as a variant of uncertain significance.
Conclusion: We used cDNA analysis to provide additional evidence to allow re-classification of the non-canonical splice variant and provide a formal genetic diagnosis that can also be used for family planning and to screen at-risk relatives.
DOI: 10.7289/v5rx998z
title: Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Version 1.3 (Daily)

description: The GPCP Daily analysis is a companion to the GPCP Monthly analysis, and provides globally complete precipitation estimates at a spatial resolution of one degree latitude-longitude and daily time scale from October 1996 to the present. Although derived using both some of the same, but also different, data sets and methods than used in the GPCP Monthly analysis, the GPCP Daily "adds up" to the GPCP Monthly. The GPCP Daily V1.3 analysis is currently computed by the University of Maryland and submitted to NCEI. The routine update of the product takes place two months after the end of the month, once all input data sets become available. The data set is part of World Climate Research Program (WCRP) and GEWEX activities, being part of the array of data sets describing the water and energy cycles of the planet under the auspices of the GEWEX Data and Assessment Panel (GDAP). Details of input data sets and methods can be found in: Huffman, G.J., R.F. Adler, M. Morrissey, D.T. Bolvin, S. Curtis, R. Joyce, B McGavock, J. Susskind, 2001: Global Precipitation at One-Degree Daily Resolution from Multi-Satellite Observations. J. Hydrometeor., 2(1), 36-50.
DOI: 10.15468/dl.kvz4dh
title: Occurrence Download

description: A dataset containing 26400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Occurrence evidence)",
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (618f0fdc-3f11-49dd-9375-0d9686c8aefe, 54a7048f-6d1f-468e-bd38-a585e05ca24d, 315127e0-d7bb-11db-9885-b8a03c50a862, f6b48504-1651-4a49-a88d-c2bc6178694d, bc092ff0-02e4-11dc-991f-b8a03c50a862, b3bf3a83-1f68-4541-a03f-330d30d567f5, 396d5f30-dea9-11db-8ab4-b8a03c50a862, dfad10f6-d84b-4fa2-b6d0-df2a3eb38b65, e88c96a3-5884-4e51-a580-e417ca4c9eed)",
 "TaxonKey is Decapoda"
 ]
}

 The dataset includes 26400 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024433-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/371a17b88c3043ca
title: Custom collection of classification data from Chilbolton between 14 Feb 2013 and 7 Mar 2025
DOI: 10.18150/znndmj
title: Raw data from photostability testing of agomelatine (AGM)-loaded microneedle systems

description: Raw data from stability testing of agomelatine (AGM)-loaded microneedle systems.Photostability test:To confirm the photostability of the best optimized formulations, the accelerated stability testing study was performed according to the ICH guidelines, under the following storage conditions: T=40±2°C and RH=75±5%. The test was conducted on with the use of TH-ICH-800 (Lab Companion, Republic of Korea) stability chamber.Quantification of AGM:The amount of AGM permeated was analyzed using High-Performance Liquid Chromatography (HPLC) (Shimadzu Nexera-I LC-2040C, Japan) with LabSolution Lite software.Chromatographic Conditions:Column: Reversed-phase C18 (HyperClone BDS C18, 5 µm, 4.6 × 250 mm, Phenomenex, Torrance, CA, USA)Column Temperature: 30.0 ± 0.2°CMobile Phase: Acetonitrile and 0.05 M potassium dihydrogen phosphate solution (pH = 2.9, adjusted with 85% orthophosphoric acid) in a 35:65 ratioMode: IsocraticFlow Rate: 1.0 mL/minDetection Wavelength: 230 nmThe set contains data in LCD format, created using the LabSolutions software (HPLC, Nexera LC 2040C). Data file (.lcd) contains all analysis results and acquisition information from the following files.
DOI: 10.15468/dl.va2r48
title: Occurrence Download

description: A dataset containing 2011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (54a7048f-6d1f-468e-bd38-a585e05ca24d, 0a80feca-b411-428a-a34e-c5c2fa07cdba, b3bf3a83-1f68-4541-a03f-330d30d567f5, dfad10f6-d84b-4fa2-b6d0-df2a3eb38b65, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, b711353c-44d7-4e8b-90c5-16fea0d247e0, 1989b627-2a61-44db-83e4-392efc5da0a9, bc092ff0-02e4-11dc-991f-b8a03c50a862, 53f347a7-99ce-4528-a085-5c76eb1301a0)",
 "TaxonKey is Cephalopoda"
 ]
}

 The dataset includes 2011 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024434-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.