cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21106628
title: Improvement of biogenic amines in grape juice from <i>Vitis labrusca</i> and hybrid grapes grown in different training systems

description: Bioactive amines present in grapes and their derivatives are used as quality markers and have important physiological functions in plants and humans. We quantified the biogenic amines and antioxidant activity in whole juices of <i>Vitis labrusca</i> and hybrid grapes developed in Brazil. The grapes used were <i>V. labrusca</i> (‘Bordô’ and ‘Isabel’) and Brazilian hybrids (‘IAC 138–22 Maximo’ and ‘BRS Violeta’) grafted onto ‘IAC 766 Campinas’ rootstock. All vines were trained in low and high vertical shoot positions. The training systems and genotypes used were highly related to the presence of amino compounds and antioxidants. The juices from ‘Bordô’, ‘IAC 138–22 Maximo’ and ‘BRS Violeta’ grapes presented higher contents of beneficial biogenic amines. All juices contained biogenic amines at considerable levels and, consequently, had high biological potential. A high vertical shoot position system is recommended to improve dopamine, melatonin, and serotonin levels.
DOI: 10.6084/m9.figshare.21675251
title: Parameters for spatial development scenario projection

description: Parameters generated by MCMC-ABC calibration for spatial development scenario projection - in numpy npy format
DOI: 10.6084/m9.figshare.21675251.v1
title: Parameters for spatial development scenario projection

description: Parameters generated by MCMC-ABC calibration for spatial development scenario projection - in numpy npy format
DOI: 10.6084/m9.figshare.21675908
title: KS statistics between observed urban density distribution of FUAs and their four scenario projections

description: KS statistics between observed urban density distribution of FUAs and their four scenario projections
DOI: 10.6084/m9.figshare.21675908.v1
title: KS statistics between observed urban density distribution of FUAs and their four scenario projections

description: KS statistics between observed urban density distribution of FUAs and their four scenario projections
DOI: 10.6084/m9.figshare.21676430
title: Spatial development classification of FUAs

description: Classified functional urban areas (FUAs)' spatial developments according to the urban growth mode that best describes the observed dynamics.
DOI: 10.6084/m9.figshare.21676430.v1
title: Spatial development classification of FUAs

description: Classified functional urban areas (FUAs)' spatial developments according to the urban growth mode that best describes the observed dynamics.
DOI: 10.6084/m9.figshare.21675059
title: Functional urban areas in Europe OECD countries urban growth python geodataframe

description: Functional urban areas (FUAs) in Europe OECD countries urban growth - a Python Geodataframe in Python pickle format with name countries_gpd.pkl
DOI: 10.6084/m9.figshare.21675059.v1
title: Functional urban areas in Europe OECD countries urban growth python geodataframe

description: Functional urban areas (FUAs) in Europe OECD countries urban growth - a Python Geodataframe in Python pickle format with name countries_gpd.pkl
DOI: 10.6084/m9.figshare.21675215
title: Binary classified functional urban areas with urban, non-urban land uses

description: Binary classified functional urban areas with urban, non-urban land uses based on GHSL built-up data
DOI: 10.6084/m9.figshare.21675200
title: Urban spatial development scenarios

description: Four urban growth modes/clusters' simulated urban spatial development scenarios of all FUAs
DOI: 10.6084/m9.figshare.21675200.v1
title: Urban spatial development scenarios

description: Four urban growth modes/clusters' simulated urban spatial development scenarios of all FUAs
DOI: 10.5281/zenodo.7664539
title: Tampere - Flood peak height

description: Results of the simulations of the flood peak height (i.e., maximum discharge) for storm events with 1-, 10- and 100-year return periods with and without the NBS interventions in Vuores neighbourhood of Tampere.
DOI: 10.5281/zenodo.7664540
title: Tampere - Flood peak height

description: Results of the simulations of the flood peak height (i.e., maximum discharge) for storm events with 1-, 10- and 100-year return periods with and without the NBS interventions in Vuores neighbourhood of Tampere.
DOI: 10.5281/zenodo.7093163
title: High resolution solar irradiance variability climatology dataset part 1: direct, diffuse, and global irradiance

description: <strong>Dataset paper</strong> See the official dataset description paper (preprint) over at Earth System Science Data. <strong>Dataset description</strong> High resolution surface solar irradiance observations from the Baseline Surface Radiation Network (BSRN) of Cabauw, the Netherlands. This dataset spans 10 years, <em>from 2011-02 until 2020-12-31</em>. This dataset is the preprocessed 1 Hz observational record of direct, diffuse, and global horizontal irradiance, which is the basis for the official BSRN 1-minute dataset published at PANGAEA. Please refer to the official dataset for detailed metadata, instrument information, quality control flags, the full radiation balance and more (1 minute resolution). More information about the observational site Cabauw can be found at the Ruisdael Observatory website, and more general information about BSRN is published on ESSD. <strong>Part 1 of 2</strong> This dataset is the basis for an analysis of surface solar irradiance variability, derived variables, supplementary meteorological data, and quicklooks, available in part 2 here: https://doi.org/10.5281/zenodo.7092058 <strong>Usage disclaimer</strong> While resampling this 1-Hz data to 1-minute, with the official BSRN quality flags, should reproduce an identical dataset to the official 1-minute BSRN dataset, this has not yet been validated for this version. When you require the most reliable version of the radiation measurements, where variability at a higher resolution than 1 minute is not of concern, please refer to the official BSRN dataset at PANGAEA.
DOI: 10.5517/ccdc.csd.cc2cn349
title: CCDC 2194060: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.22140587
title: Functional urban areas in Europe OECD countries urban growth python geodataframe

description: Functional urban areas (FUAs) in Europe OECD countries urban growth - a Python Geodataframe in Python pickle format with name countries_gpd.pkl
DOI: 10.5517/ccdc.csd.cc2cn35b
title: CCDC 2194061: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn36c
title: CCDC 2194062: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn37d
title: CCDC 2194063: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn38f
title: CCDC 2194064: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn39g
title: CCDC 2194065: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3bh
title: CCDC 2194066: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3cj
title: CCDC 2194067: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3dk
title: CCDC 2194068: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3gm
title: CCDC 2194070: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3hn
title: CCDC 2194071: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3jp
title: CCDC 2194072: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3kq
title: CCDC 2194073: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3lr
title: CCDC 2194074: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3ms
title: CCDC 2194075: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3nt
title: CCDC 2194076: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2cn3pv
title: CCDC 2194077: Experimental Crystal Structure Determination

description: Related Article: S. Watts, A.J. Peloquin, M. Bandara, C.D. McMillen, W.T. Pennington|2022|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|78|702|doi:10.1107/S2053229622009548
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.7092057
title: High resolution solar irradiance variability climatology dataset part 2: classifications, supplementary data, and statistics

description: <strong>Dataset paper</strong> See the official dataset description paper (preprint) over at Earth System Science Data <strong>Dataset description</strong> High resolution surface solar irradiance series classification, cloud shadow and enhancement statistics, and satellite observations for studying intra-day surface solar irradiance variability. <strong>Part 2 of 2</strong> This dataset is the derived from the 1 Hz observational record of direct, diffuse, and global horizontal irradiance measured by the Baseline Surface Radiation Network station at Cabauw, the Netherlands. More information about the observational site Cabauw can be found at the Ruisdael Observatory website. <strong>Methodology</strong> An extensive dataset description is currently being written for Earth System Science Data. In the mean time, a more condensed description is available in preprint at Arxiv. Processing scripts are published at this Zenodo release. <strong>Dataset contents</strong> This dataset contains daily time series with the following data, from 2011-02 until 2020-12-31: Cloud shadow and cloud enhancement time series classifications (see methodology) Overcast, clear-sky and variable time series classifications (see methodology) CAMS McClear for clear-sky global horizontal irradiance (version 3.5) CAMS McClear atmospheric composition input (aerosols, ozone, and total column water vapour) Solar elevation and azimuth angles (calculated using PySolar) Quality flags: non-official 1 Hz and official 1-minute (from BSRN at PANGAEA) Cabauw observatory tower wind speed and direction Additional satellite data time series from 2014-01 until 2016-12: MSGCPP satellite data for an area over central Netherlands (CLAAS2 source) Post processed timeseries of cloud types over Cabauw derived from this MSGCPP satellite data A nubiscope + satellite derived validation dataset for overcast and clear-sky classifications Statistics files: Cloud shadow and cloud enhancement event detection and event statistics based on the time series for 2011-2020 Daily radiation statistics for 2011-2020 And finally, for all days there are quicklooks available that visualize the irradiance time series, classification, and if available satellite data. <strong>Version History</strong> <em>New in v1.1</em><strong> </strong> CAMS McClear updated from v3.1 to v3.5 (2011-2020) Fix incorrect dominant cloud type in CLAAS2 timeseries (`claas2_processed.zip`, 2014-2016) Update timeseries statistics and quicklooks with new clear-sky data (2011-2020) Added official quality flags (2011-2020) Added preprocessed validation dataset (2014-2016) Added nubiscope to quicklooks (2014-2016)
description: Part of the Shedding Light On Cloud Shadows (SLOCS) project, funded by the Dutch Research Council (NWO), grant number VI.Vidi.192.068
DOI: 10.5281/zenodo.6123879
title: Fair RecSys Datasets

description: Four multimedia recommender systems datasets to study popularity bias and fairness: Last.fm (lfm.zip), based on the LFM-1b dataset of JKU Linz (http://www.cp.jku.at/datasets/LFM-1b/) MovieLens (ml.zip), based on MovieLens-1M dataset (https://grouplens.org/datasets/movielens/1m/) BookCrossing (book.zip), based on the BookCrossing dataset of Uni Freiburg (http://www2.informatik.uni-freiburg.de/~cziegler/BX/) MyAnimeList (anime.zip), based on the MyAnimeList dataset of Kaggle (https://www.kaggle.com/CooperUnion/anime-recommendations-database) Each dataset contains of user interactions (user_events.txt) and three user groups that differ in their inclination to popular/mainstream items: LowPop (low_main_users.txt), MedPop (med_main_users.txt), and HighPop (high_main_users.txt). The format of the three user files are "user,mainstreaminess" The format of the user-events files are "user,item,preference" Example Python-code for analyzing the datasets as well as more information on the user groups can be found on Github (https://github.com/domkowald/FairRecSys) and on Arxiv (https://arxiv.org/abs/2203.00376)
DOI: 10.5281/zenodo.6123878
title: Fair RecSys Datasets

description: Four multimedia recommender systems datasets to study popularity bias and fairness: Last.fm (lfm.zip), based on the LFM-1b dataset of JKU Linz (http://www.cp.jku.at/datasets/LFM-1b/) MovieLens (ml.zip), based on MovieLens-1M dataset (https://grouplens.org/datasets/movielens/1m/) BookCrossing (book.zip), based on the BookCrossing dataset of Uni Freiburg (http://www2.informatik.uni-freiburg.de/~cziegler/BX/) MyAnimeList (anime.zip), based on the MyAnimeList dataset of Kaggle (https://www.kaggle.com/CooperUnion/anime-recommendations-database) Each dataset contains of user interactions (user_events.txt) and three user groups that differ in their inclination to popular/mainstream items: LowPop (low_main_users.txt), MedPop (med_main_users.txt), and HighPop (high_main_users.txt). The format of the three user files are "user,mainstreaminess" The format of the user-events files are "user,item,preference" Example Python-code for analyzing the datasets as well as more information on the user groups can be found on Github (https://github.com/domkowald/FairRecSys) and on Arxiv (https://arxiv.org/abs/2203.00376)
DOI: 10.6084/m9.figshare.22140542
title: Sources of information and research

description: Sources of information and research
DOI: 10.5281/zenodo.7664563
title: Tampere - Time to flood peak

description: Results of the simulations of the time to flood peak for storm events with 1-, 10- and 100-year return periods with and without the NBS interventions in Vuores neighbourhood of Tampere.
DOI: 10.5281/zenodo.7664564
title: Tampere - Time to flood peak

description: Results of the simulations of the time to flood peak for storm events with 1-, 10- and 100-year return periods with and without the NBS interventions in Vuores neighbourhood of Tampere.
DOI: 10.13020/fzk6-1q04
title: Data Supporting “Studying mate preferences using inertial measurement units: A validation study with treefrogs”
DOI: 10.34740/kaggle/dsv/5043723
title: 2021 World Population (updated daily)