cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18419/darus-514
title: FAST model of the SWE-TripleSpar floating wind turbine platform for the DTU 10MW reference wind turbine

description: The present dataset contains the OpenFAST input files for the TripleSpar floating wind turbine platform that was developed in the European projects INNWIND.EU and LIFES50+. In Task 4.3 of the European FP7-project INNWIND.EU, innovative design solutions for large offshore wind turbine foundations were developed in 2014. The design of the concrete TripleSpar foundation resulted from the design competition reported in INNWIND.EU deliverable [3] D4.33 and was further developed within INNWIND.EU in [4] D4.37. It was further detailed with the mooring line layout in task 4.1 of the European Horizon2020-project [7] LIFES50+. The concept is designed to hold the DTU10MW reference wind turbine, of which all necessary input files are included in the present repository, taken from [2] DTU 10MW Reference Wind Turbine git repository. The OpenFAST input files of the turbine from the latter repository are included in the present dataset. Only the floating platform, the tower, and mooring line models are added/modified in the present dataset. The mooring system of the TripleSpar was updated in the course of LIFES50+. A description is available in [7] LIFES50+ D4.1. The same mooring system was tested in a scaled experiment in 2016. The TripleSpar concept is intended to be used openly by the research community. The parameters of the present dataset are not changed from former version 1.0 (published formerly on https://www.ifb.uni-stuttgart.de/en/research/windenergy/). Minor updates resulting from detailed structural design can be found in [4] INNWIND.EU D4.37 Design Solutions for 10MW Floating Offshore Wind Turbines. These changes do not refer to the hull shape, only the interior mass distribution. The Morison drag coefficients in the HydroDyn files are calculated for each stochastic load condition using a KC-dependent drag parameterization as described in Lemmer (2018) and Lemmer, Yu Cheng (2018). To run, please take the following steps: Download openFAST from the above URL, if problems occur get v1.0.0 Download the files of this dataset to the same directory. Make sure the .fst files are in the same directory as the OpenFAST.exe file. I will call this the "working directory" Open a command line and type the drive letter followed by a colon of the working directory (i.e. D:) and press enter Use cd to move to the working directory, i.e. cd documents/TripleSpar/ Run FAST simulation by typing: OpenFAST.exe v0_12d00.fst The OpenFAST input files of this dataset are written with initial conditions equal to the equilibrium states of the system at different wind speeds, in order to reduce the transient time at the beginning of a time-domain simulation. The convention for the filenames is that the floating point mean wind speed at hub height v0 [m/s] is included with the decimal point being replaced by "d".
DOI: 10.21944/temis-ozone-msr2
title: Multi-Sensor Reanalysis (MSR) of total ozone, version 2

description: The ozone multi-sensor reanalysis (MSR) is a multi-decadal ozone column data record constructed using all available ozone column satellite data sets, surface Brewer and Dobson observations and a data assimilation technique with detailed error modelling. The result is a high-resolution time series of 6-hourly global ozone column fields and forecast error fields that may be used for ozone trend analyses as well as detailed case studies. The MSR-2 (MSR version 2) consists of an ozone record initially for the years 1970-2012. This period has been and will be regularly extended to include subsequent years. In 2023 data over 1970-1979 was recalculated with updated ozone measurements and at the same time extended backwards to 1960.
DOI: 10.25519/r1pr-g644
title: Prevolcanic topography and hydrogeological watershed of the Chaîne des Puys

description: This dataset contains the results of the geological approach of the CAPRICE project. It includes processed data related to the pre-volcanic topography of the Chaîne des Puys, the thickness of volcanic products in the Chaîne des Puys, and information on the hydrogeology of the Chaîne des Puys. These data are intended for researchers working on the Chaîne des Puys, as well as for water resource managers and local authorities affected by the geographical scope of the dataset.

The downloadable ZIP package contains :
- Shapefile for Contour_Lines_prevolcanic_topography_Chaine_des_Puys_CAPRICE_2024
- Shapefile for Hydrogeological_Watershed_Chaine_des_Puys_CAPRICE_2024
- Shapefile for Outlets_watershed_Chaine_des_Puys_CAPRICE_2024
- DEM_prevolcanic_topography_Chaîne des Puys_CAPRICE_2024.asc
- Volcanic_cover_thickness_CAPRICE_2024.asc
DOI: 10.3886/icpsr09687.v2
title: Survey of Consumer Finances, 1989
title: Version 2

description: The purpose of this data collection effort was to provide an accurate representation of the distribution of elements composing family balance sheets across families in the United States. To that end, the 1989 Survey of Consumer Finances was designed to gather household-level information closely comparable to that obtained in the SURVEY OF CONSUMER FINANCES, 1983 (ICPSR 9751). Detailed data were collected on the composition of household budgets, the terms of loans, and relationships with financial institutions. Information was also obtained on employment history and pension rights of the survey respondent and the spouse or partner of the respondent. In addition to recording data on the economic assets and liabilities of families, the survey examined the attitudes of consumers toward credit use and their reactions to consumer credit regulations. Demographic variables include age, sex, marital status, housing, and financial independence.
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Survey Data 
 DS2: Replicate Weights and Multiplicity Factors
description: Survey of Consumer Finances Series
description: Households within the 48 contiguous United States.
description: To obtain a sufficiently large and unbiased sample of wealthier households, the Survey of Consumer Finances employs a two-part strategy for sampling households. Of the 3,143 households in the sample, 2,277 were selected by standard multistage area-probability sampling methods from the 48 contiguous states. The remaining 866 households in the survey were selected using tax data. This second group of households was specifically selected to oversample wealthier households. There are also weighting adjustments for survey nonrespondents and a systematic imputation of unanswered questions. In this dataset, values have been multiply imputed. The imputations are stored as complete replicates of each case. There are five copies of each survey observation.
DOI: 10.5255/ukda-sn-6614-9
title: Understanding Society: Waves 1-6, 2009-2015
DOI: 10.5281/zenodo.4428080
title: Debris flow inventory and data for regionally modelling runout in the upper Maipo river basin, Chile

description: This dataset contains mapped debris flow source points, runout track polygons and elevation data for the upper Maipo river basin, Chile
DOI: 10.6073/pasta/88aad2d5c2677ed759d836f3f58564b4
title: Population persistence, phenotypic divergence and metabolic adaptation in yarrow (Achillea millefolium L.) along a climate gradient, CA, 1920 to 2023

description: This dataset provides insights into the persistence and adaptation of yarrow (Achillea millefolium L.) populations over a 100-year period of climate change. The data include plant height measurements and climatic variables (temperature and precipitation) from historical and resurveyed sites spanning a broad environmental gradient (1–3,200 m a.s.l.), alongside metabolic profiles obtained from a common-garden experiment. The dataset captures phenotypic changes in plant growth, metabolic diversity, and site-specific climatic shifts between 1920 and 2020. These data support analyses of how temperature and precipitation interact to shape plant responses over time and allow for exploring patterns of local adaptation in phenotypic and metabolic traits. This comprehensive dataset is valuable for understanding the ecological and evolutionary mechanisms underlying population persistence and can inform conservation strategies under future climate scenarios.
DOI: 10.6084/m9.figshare.13078112.v1
title: SO2 uptake .csv

description: Heterogeneous interactions between SO2 and aerosol containing organic peroxide
DOI: 10.7302/1y3q-1b42
title: BIRDS Lab Multipod robot motion tracking data - VIDEOS dataset

description: This dataset contains the videos used for https://doi.org/10.7302/m05a-0d90 (the "raw" motion tracking dataset), and is intended to be unpacked into the same directory tree.  The data were produced for ARO W911NF-14-1-0573 "Morphologically Modulated Dynamics" and ARO MURI W911NF-17-1-0306 "From Data-Driven Operator Theoretic Schemes to Prediction, Inference, and Control of Systems" to explore the trade-offs between various oscillator coupling models in modeling multilegged locomotion.  The data were also used extensively in examining multi-contact slipping, in the studying the influence of number of legs on otherwise identical locomotion patterns, and in the use of geometric mechanics models for multilegged locomotion. Folder and file names encode the meta-data, with names following an informative naming convention documented in the README.
description: We filmed the motion tracking trials of https://doi.org/10.7302/m05a-0d90 (the "raw" dataset), which track Multipod robots with 4,6,8,10 and 12 legs.  We ran each robot at multiple inter-segment phase differences and gait frequencies, and some robots were run with two different roll angle amplitudes for the leg motions. This deposit is the "videos" dataset, which contains video directories for each of the raw data directories.
DOI: 10.15784/601057
title: c-Axis Fabric of the South Pole Ice Core, SPC14
DOI: 10.17632/md8jp9ny9z.1
title: Mid-19th-century building structure locations in Galicia and Austrian Silesia under the Habsburg Monarchy

description: The dataset presents a reconstruction of mid-19th-century building structure locations in former Galicia and Austrian Silesia (parts of the Habsburg Monarchy), located in present-day Czechia, Poland and Ukraine and covering more than 80 000 km2. Our reconstruction was based on a homogeneous series of detailed Second Military Survey maps (1:28,800), which were the result of cadastral mapping (1:2,880) generalization. The dataset consists of two kinds of building structures based on the original map legend – residential and outbuildings (mainly farm-related buildings), and contains more than 1.3 million objects. The dataset’s accuracy was assessed quantitatively and qualitatively using independent data sources and may serve as an important input in studying long-term socio-economic processes and human-environmental interactions or as a valuable reference for continental settlement reconstructions. Acknowledgments This research was funded by the Ministry of Science and Higher Education, Republic of Poland under the frame of “National Programme for the Development of Humanities” 2015–2020, as a part of the GASID project (Galicia and Austrian Silesia Interactive Database 1857–1910, 1aH 15 0324 83).
DOI: 10.17864/1947.256
title: SISAL (Speleothem Isotopes Synthesis and AnaLysis Working Group) database version 2.0

description: Stable isotope records from speleothems provide information on past climate changes, most particularly information that can be used to reconstruct past changes in precipitation and atmospheric circulation. SISAL (Speleothem Isotope Synthesis and Analysis) is an international working group of the Past Global Changes (PAGES) project. The working group aims to provide a comprehensive compilation of speleothem isotope records for climate reconstruction and model evaluation. The second version of the SISAL database contains oxygen and carbon isotope measurements from 673 individual speleothem records, and 18 composites from 293 cave systems worldwide, and metadata describing the cave settings and age models of these records. This version also contains 2,138 alternative age-depth models constructed for 503 SISAL entities. In order to assure traceability, any presentation, report, or publication that uses the SISALv2 database should cite Atsawawaranunt et al. (2018; https://doi.org/10.5194/essd-10-1687-2018), Comas-Bru et al. (2019; https://doi.org/10.5194/cp-15-1557-2019) and Comas-Bru et al. (2020; https://doi.org/10.5194/essd-2020-39). If using individual sites, the literature citations for published work provided in the database should also be cited. Contact information of data contributors of unpublished data is also provided and these should be contacted when unpublished records are used on an individual basis.
description: Synthesis of speleothem data
DOI: 10.25423/medsea_reanalysis_phys_006_004
title: Mediterranean Sea physical reanalysis (MEDREA)
title: MEDSEA_REANALYSIS_PHYS_006_004

description: The MyOcean-CMEMS Mediterranean Sea reanalysis (MEDREA) system developed by INGV comprises an Ocean General Circulation Model based on Nucleos for European Modelling of the Ocean (NEMO version 3.2-3.4) code and a variational data assimilation scheme (OceanVar) for temperature and salinity vertical profiles and satellite SLA along track data. ERA-Interim atmospheric reanalysis data from ECMWF have been used to compute the air-sea fluxes. The model horizontal grid resolution is 1/16˚ (ca. 6-7 km) and the unevenly spaced vertical levels are 72. The initial data set covered the time period 1987-2013 and it is has been yearly updated up to year 2018 within the framework of CMEMS Med MFC.
DOI: 10.3886/icpsr22161.v2
title: Uniform Crime Reports [United States]: Supplementary Homicide Reports With Multiple Imputation, Cumulative Files 1976-2005
title: Version 2

description: These data provide incident-level information on criminal homicides including location, circumstances, and method of offense, as well as demographic characteristics of victims and perpetrators and the relationship between the two. To adjust for unit missingness, a multiple imputation approach and a weighting scheme were adopted, resulting in a fully-imputed SHR cumulative database of criminal homicides for the years 1976-2005. Unlike other versions of the SHR files, these are limited to incidents of murder and non-negligent manslaughter, excluding justifiable homicides, negligent manslaughter and homicides related to the September 11, 2001, terrorist attacks.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Offender Data 
 DS2: Victim Data
description: Uniform Crime Reporting Program Data Series
description: Murder and non-negligent manslaughter incidents in the United States from January 1976 through December 2005.
DOI: 10.48670/moi-00023
title: Global Ocean Ensemble Physics Reanalysis - Low resolution
DOI: 10.5067/yoipyewczod5
title: SnowEx17 CRREL Terrestrial Laser Scanner (TLS) Point Cloud, Version 1
DOI: 10.5281/zenodo.10469922
title: Simulated fiber orientations of injection molded components and the geometry influence (plates with holes)

description: The process of injection molding of short fiber reinforced plastic was simulated for 200 plates to evaluate the geometry influence of the components on the local fiber orientation. It was simulated with the software FLUID from Fraunhofer ITWM. The plates had a constant width with varying length, thickness, x- and y- position of the hole and radius of the hole. 

The data is structured in the following way: The inlet of the plates were cut off and the information was mapped on a constant grid of 94x146x14 elements. Each plate has a separate csv file. For one plate each grid point has a separate line containing Element-ID, x-coordinate, y-coordinate, z-coordinate, and the six values for the fiber orientation tensor A_xx, A_yy, A_zz, A_yz, A_xz, A_xy.
DOI: 10.5281/zenodo.13785335
title: Development and preliminary testing of a temporally controllable weather modification rocket with spatial seeding capacity: dataset
DOI: 10.5281/zenodo.14553407
title: CO02_GLV_DustNutrients

description: # CO02, Green Lakes Valley, Dust Nutrients, 2019-2021

## Description,

This repository contains nutrient data from dust samples collected in the Green Lakes Valley, Colorado, at the National Atmospheric Deposition Program site CO02 (location: 40.0547, -105.5891, elevation: 3520 m). Samples were collected between 2019-2021 and analyzed biannually for inorganic (mineral) and organic nitrogen and phosphorus content. The biannual periods roughly spanned the Winter/Spring and Summer/Fall seasons, from June to December and December to June, respectively (collection in 2019 began in July). The sample mass required for laboratory analysis of nutrients was not met in Summer/Fall 2021. Samples over that period were combined with samples from Summer/Fall 2020 to meet the mass requirement, and therefore represent a combined Summer/Fall value. The inorganic or mineral P reported is a measure of bioavailable P readily accessible for plant uptake (e.g., orthophosphate), and excludes P bound in mineral forms like apatite and calcite.

Please see the enclosed readme file for additional details and references for this dataset, including collection and laboratory methods.
DOI: 10.5281/zenodo.4656132
title: Traffic Hourly Dataset

description: This dataset contains the San Francisco Traffic dataset used by Lai et al. (2017). It contains 862 hourly time series showing the road occupancy rates on the San Francisco Bay area freeways from 2015 to 2016.
description: {"references": ["Caltrans, 2020. Caltrans performance measurement system, california department of transportation. Accessed: 2020-04-30. URL http://pems.dot.ca.gov/", "Lai, G., Chang, W., Yang, Y., Liu, H., 2017. Modeling long and short-term temporal patterns with deep neural networks. CoRR abs/1703.07015.URL http://arxiv.org/abs/1703.07015", "Lai, G., 2017. multivariate-time-series-data. https://github.com/laiguokun/multivariate-time-series-data, accessed: 2020-05-04"]}
DOI: 10.5281/zenodo.4721910
title: Residual chronologies (Russian Far East - Sikhote-Alin)

description: Residual chronologies based on Korean pine (<em>Pinus koraiensis</em>) tree ring measurements. Three points in Sikhote-Alin' mountains, Russian Far East
DOI: 10.5281/zenodo.5113770
title: Landslide inventories from Bernard et al. (2021)

description: This repository the resulting landslide inventories from Bernard et al. (2021). For each inventory, a .csv, .shp and a .laz file is provided. Note that the contour of the landslides may slightly differ between the .laz version (point cloud) and the .shp version since the contour is interpolated.
DOI: 10.5281/zenodo.5933967
title: DeepOWT: A global offshore wind turbine data set

description: DeepOWT (deep learning derived global offshore wind turbines) is an independent and openly accessible data set of offshore wind energy infrastructure locations and their temporal deployment dynamics on a global scale. It is derived by applying deep learning based object detection on ESA's spaceborne Sentinel-1 synthetic aperture radar (SAR) archive. DeepOWT provides OWT locations along with their quarterly deployment stages from 2016 until 2021. It differentiates between platforms under construction, OWTs which are readily deployed and offshore wind farm substations, such as transformer stations. Related publication File metadata File Time Periods Geometry Entries DeepOWT.geojson (Dataset) 2016Q3-2021Q2 20 points 9941 gt_2021Q2_nsb.geojson (Ground Truth) 2021Q2 1 polygons 4354 gt_2021Q2_ecs.geojson (Ground Truth) 2021Q2 1 polygons 2844 gt_2019Q4_nsb.geojson (Ground Truth) 2019Q4 1 polygons 3821 gt_2019Q4_ecs.geojson (Ground Truth) 2019Q4 1 polygons 1469 gt_2016Q3-2021Q1_nsb.geojson (GT) 2016Q3-2021Q1 19 polygons 650 gt_2016Q3-2021Q1_ecs.geojson (GT) 2016Q3-2021Q1 19 polygons 430 gt_nsb_gridded.geojson (GT North Sea Basin) polygon 1 gt_ecs_gridded.geojson (GT East China Sea) polygon 1 Mapping of integer values used in the dataset to semantic classes Integer Semantic label Abbreviation 0 open sea sea 1 under construction const 2 offshore wind turbine owt 3 offshore wind farm substation sub
description: {"references": ["Hoeser, T., Feuerstein, S., Kuenzer, C., 2022. DeepOWT: A global offshore wind turbine data set derived with deep learning from Sentinel-1 data. Earth System Science Data, 14, 4251-4270. doi:10.5194/essd-14-4251-2022"]}
DOI: 10.5281/zenodo.7816832
title: Precipitation and sounding data on 24 July 2014 in Naqu

description: This dataset provides the observational precipitation and sounding data on 24 July 2014 in Naqu, China. Data are accessible upon request at the China Meteorological Data Network National Meteorological Science Data Center (http: //data.cma.cn)
DOI: 10.5281/zenodo.8302521
title: Supplemental materials for "Modeling apparent Pb loss in zircon U-Pb geochronology"

description: Supplemental tables, figures, and videos for the article "Modeling apparent Pb loss in zircon U-Pb geochronology", re-submitted to the journal <em>Geochronology</em> (gchron-2023-6) August 2023.