cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b35mv8nwmw.1
title: Data for "Petrogenesis, Sampling Depth, Thermal and Redox Evolution of Spinel Peridotite Xenoliths From Jiaohe, NE China: Insights From Trace Elements in All Rock-Forming Silicate Minerals" 

description: This file includes Supplementary Tables S1 to S6 for the publication "Petrogenesis, Sampling Depth, Thermal and Redox Evolution of Spinel Peridotite Xenoliths From Jiaohe, NE China: Insights From Trace Elements in All Rock-Forming Silicate Minerals" (submitted to Journal of Geophysical Research: Solid Earth in June 2023).
Table S1. Salient previously published data for whole rocks and minerals.
Table S2. Trace element compositions of orthopyroxene and olivine as well as reference materials measured as unknowns.
Table S3. Major element compositions and Fe3+/ΣFe of standard and sample spinel, along with TOl-Sp and ƒO2.
Table S4. Reconstructed whole-rock trace element compositions and inter-mineral distribution coefficients.
Table S5. Summary of temperatures and pressures for xenoliths in this study and recalculated for literature data.
Table S6. Correction for Ca content in olivine.
DOI: 10.17632/8j8p85m4zr.1
title: Verbal Pairing Experiment Data

description: Data on the electrodermal activity in the experiment of verbal pairings and transfer of functions.
DOI: 10.17632/72hghrfvsy.1
title: Traffic flow forecast data

description: PEMS04
PEMS08
This dataset is from the California Expressway
DOI: 10.17632/md9dbrpn65.1
title: Get AQI in One Shot-incremental learning (GAOs-i)

description: For incremental learning on air quality monitoring tasks.
DOI: 10.5281/zenodo.8092323
title: Training and validation dataset

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination</strong> Global Hydrological model outputs that have been processed and divided into different validation setups in an effort to improve streamflow forecasts. The dataset included the following validation setups: <em> all_stations, elbe, maas, elbe_catch,, maas_catch, rhine_catch, rhine_only, rhine_pcr.</em> The GitHub repository contains comprehensive pre-processing instructions.<br> <br>
DOI: 10.5281/zenodo.8092322
title: Training and validation dataset

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination</strong> Global Hydrological model outputs that have been processed and divided into different validation setups in an effort to improve streamflow forecasts. The dataset included the following validation setups: <em> all_stations, elbe, maas, elbe_catch,, maas_catch, rhine_catch, rhine_only, rhine_pcr.</em> The GitHub repository contains comprehensive pre-processing instructions.<br> <br>
DOI: 10.18430/m38t5t
title: X-ray diffraction data for the crystal structure of outer membrane lipoprotein carrier protein (LolA) from Borrelia burgdorferi (steric acid bound) (8T5T)
DOI: 10.5281/zenodo.8071712
title: Delayed formation of neural representations of space in aged mice - Dataset

description: <strong>In vivo two-photon imaging dataset for McDermott et al. "Delayed formation of neural representations of space in aged mice"</strong> This dataset contains imaging data consisting of calcium traces for every active cell and the position of the mouse on the treadmill. The data consists of two NumPy (.npy) data files for each mouse and imaging session: <strong>fluorescence.npy </strong>contains raw fluorescence data (the F output of Suite2p data extraction). Rows are individual cells and columns are frames (i.e. timepoints) acquired at 15.253 Hz. <strong>positions.npy </strong>contains the position of the mouse on the treadmill belt indexed from 0 to 100. Both files are the output of the Preprocessing_Aging.py code, part of the analysis pipeline used for data analysis in the original publication, which can be found at https://github.com/GoncalvesLab/McDermott-et-al-Aging Due to their large size, raw calcium imaging movies were not uploaded but are available upon request. Please refer to the original publication McDermott et al., Aging Cell (2023) for additional information. All imaged mice were female. The ages of individual mice are as follows: Group Mouse Age at Imaging (Months) Aged 3 21-22 Aged 4 21-22 Aged 6 22 Aged 7 22 Aged 8 22 Young 2 3 Young 3 3 Young 5 3 Young 6 4 Aged 1 26 Aged 2 25 Aged 3 25 Young 1 4 Young 2 4 Young 4 4 Young 1 4 Young 2 4
description: The authors acknowledge funding from The Einstein Training Program in Stem Cell Research of the Empire State Stem Cell Fund, New York State Department of Health Contract C34874GG (KDM, MAF), Whitehall Foundation Grant 2019-05-71 (JTG), and National Institutes of Health NINDS R01NS125252-01A1 (JTG).
DOI: 10.5281/zenodo.8071711
title: Delayed formation of neural representations of space in aged mice - Dataset

description: <strong>In vivo two-photon imaging dataset for McDermott et al. "Delayed formation of neural representations of space in aged mice"</strong> This dataset contains imaging data consisting of calcium traces for every active cell and the position of the mouse on the treadmill. The data consists of two NumPy (.npy) data files for each mouse and imaging session: <strong>fluorescence.npy </strong>contains raw fluorescence data (the F output of Suite2p data extraction). Rows are individual cells and columns are frames (i.e. timepoints) acquired at 15.253 Hz. <strong>positions.npy </strong>contains the position of the mouse on the treadmill belt indexed from 0 to 100. Both files are the output of the Preprocessing_Aging.py code, part of the analysis pipeline used for data analysis in the original publication, which can be found at https://github.com/GoncalvesLab/McDermott-et-al-Aging Due to their large size, raw calcium imaging movies were not uploaded but are available upon request. Please refer to the original publication McDermott et al., Aging Cell (2023) for additional information. All imaged mice were female. The ages of individual mice are as follows: Group Mouse Age at Imaging (Months) Aged 3 21-22 Aged 4 21-22 Aged 6 22 Aged 7 22 Aged 8 22 Young 2 3 Young 3 3 Young 5 3 Young 6 4 Aged 1 26 Aged 2 25 Aged 3 25 Young 1 4 Young 2 4 Young 4 4 Young 1 4 Young 2 4
description: The authors acknowledge funding from The Einstein Training Program in Stem Cell Research of the Empire State Stem Cell Fund, New York State Department of Health Contract C34874GG (KDM, MAF), Whitehall Foundation Grant 2019-05-71 (JTG), and National Institutes of Health NINDS R01NS125252-01A1 (JTG).
DOI: 10.6084/m9.figshare.23605389
title: Data repository of the article titled "Morphological, structural, chemical, vibrational, thermal, pasting, and functional changes in pea starch during germination process", Vertsion 2. DOI:10.6084/m9.figshare.23605389

description: In this data repository you will find the raw data of the response variables measured on pea starch with different germination time.
DOI: 10.6073/pasta/87b7aa2800b79e9c93bfc8e4eecfd8d9
title: NWC01 Stream water chemistry for the king's creek drainage basin on Konza Prarie

description: Nitrate, ammonium, total N, soluble reactive P, total P, and dissolved organic C are monitored in four streams draining watersheds with 1 (N01B), 2 (N02B), 4 (N04D), and 20 (N20B) year target burn frequencies. Bison have grazed these treatments since May 1992. The number of sites sampled has been expanded since 1992 to include sites that may reflect anthropogenic, groundwater, and bison influences on water chemistry. These sites include the south branch of Kings Creek as it leaves watershed N01A (tube), a site immediately below the NO4D weir at Konza Falls that is heavily influenced by groundwater (kzfl), the north fork of Kings Creek draining watersheds without bison (nfkc), the south fork of Kings Creek that drains the watersheds with bison (sfkc), Kings Creek below the USGS gauging station above the first agricultural field (hokn), a small creek that drains into Kings Creek after flowing past the bison handling facilities, two private residences, the site headquarters and an agricultural field (stck), a pristine prairie groundwater site (edlr), and Kings Creek at the bottom of Konza as it leaves the agricultural land in watershed AL (hikx). Early samples were preserved with phenyl mercuric acetate. Future plans to restore agricultural land to prairie may influence downstream nutrient concentrations.
DOI: 10.6084/m9.figshare.23605416
title: Matching Aquatic Macroinvertebrate Attributes

description: R code and data that combines a general macroinvertebrate taxon list with two attribute tables (pugetsoundstreambenthos.org and ecoanalysts.com). Calculates the richness/abundance of attributes in a macroinvertebrate list.
DOI: 10.6084/m9.figshare.23605416.v1
title: Matching Aquatic Macroinvertebrate Attributes

description: R code and data that combines a general macroinvertebrate taxon list with two attribute tables (pugetsoundstreambenthos.org and ecoanalysts.com). Calculates the richness/abundance of attributes in a macroinvertebrate list.
DOI: 10.5281/zenodo.8097495
title: Output - Results of Random Forest and Multiple Linear regression analysis.

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination.</strong> <strong>Structure:</strong> <strong>MLR_output:</strong> Validate Different setups <strong>RF_output:</strong> tune <em>all_stations</em> train <em>Different setups</em> Validate <em>Different setups</em>
DOI: 10.5281/zenodo.8097494
title: Output - Results of Random Forest and Multiple Linear regression analysis.

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination.</strong> <strong>Structure:</strong> <strong>MLR_output:</strong> Validate Different setups <strong>RF_output:</strong> tune <em>all_stations</em> train <em>Different setups</em> Validate <em>Different setups</em>
DOI: 10.5281/zenodo.8097511
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Fridtjov Grindland, http://www.wikidata.org/entity/Q108106769. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q108106769
DOI: 10.5281/zenodo.8097510
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Fridtjov Grindland, http://www.wikidata.org/entity/Q108106769. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q108106769
DOI: 10.5281/zenodo.8097513
title: mediaster_aequalis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8097512
title: mediaster_aequalis_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8097515
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Emma Groff, http://www.wikidata.org/entity/Q114670434. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q114670434
DOI: 10.5281/zenodo.8097514
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Emma Groff, http://www.wikidata.org/entity/Q114670434. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q114670434
DOI: 10.5281/zenodo.8097519
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gordon Gross, http://www.wikidata.org/entity/Q21393053. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21393053
DOI: 10.5281/zenodo.8097518
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gordon Gross, http://www.wikidata.org/entity/Q21393053. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21393053
DOI: 10.5281/zenodo.8097521
title: melanodrymia_aurantiaca_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8097520
title: melanodrymia_aurantiaca_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.8097525
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Carl Otto Grassl, http://www.wikidata.org/entity/Q21514217. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21514217
DOI: 10.5281/zenodo.8097524
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Carl Otto Grassl, http://www.wikidata.org/entity/Q21514217. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21514217
DOI: 10.5281/zenodo.8097527
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Knut Grødem, http://www.wikidata.org/entity/Q106515014. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106515014
DOI: 10.5281/zenodo.8097526
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Knut Grødem, http://www.wikidata.org/entity/Q106515014. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106515014
DOI: 10.5281/zenodo.8097529
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jacob Holm Grøgaard, http://www.wikidata.org/entity/Q107647736. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107647736
DOI: 10.5281/zenodo.8097528
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jacob Holm Grøgaard, http://www.wikidata.org/entity/Q107647736. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107647736
DOI: 10.5281/zenodo.8097531
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Nikolai Lauritz Grønstad, http://www.wikidata.org/entity/Q106982843. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106982843
DOI: 10.5281/zenodo.8097530
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Nikolai Lauritz Grønstad, http://www.wikidata.org/entity/Q106982843. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106982843
DOI: 10.5519/qd.ywm759qm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (36 records)
DOI: 10.6084/m9.figshare.3761562.v2631
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.26093/cds/vizier.34910889
title: CoRoT-Exo-3b observations

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Transiting exoplanets from the CoRoT space mission. VI. CoRoT-Exo-3b: the first secure inhabitant of the brown-dwarf desert.' (bibcode: 2008A&A...491..889D)
DOI: 10.26093/cds/vizier.34940799
title: Large Quasar Astrometric Catalogue (LQAC)

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The construction of the Large Quasar Astrometric Catalogue (LQAC).' (bibcode: 2009A&A...494..799S)
DOI: 10.26093/cds/vizier.35051049
title: Parkes HI observations behind Milky Way II

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Parkes HI observations of galaxies behind the southern Milky Way. II. The Crux and Great Attractor regions (l~289{deg} to 338{deg}).' (bibcode: 2009A&A...505.1049S)
DOI: 10.26093/cds/vizier.35150035
title: Reduction of integral-field spectrograph code P3D

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'P3D: a general data-reduction tool for fiber-fed integral-field spectrographs.' (bibcode: 2010A&A...515A..35S)
DOI: 10.26093/cds/vizier.35260021
title: Collinder 69 X-ray sources

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'XMM-Newton investigations of the {lambda} Orionis star-forming region (XILO). I. The young cluster Collinder 69.' (bibcode: 2011A&A...526A..21B)
DOI: 10.26093/cds/vizier.35370099
title: Large Quasar Astrometric Catalogue 2 (LQAC-2)

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The second release of the Large Quasar Astrometric Catalogue (LQAC-2).' (bibcode: 2012A&A...537A..99S)
DOI: 10.26093/cds/vizier.35830075
title: Large Quasar Astrometric Catalogue 3 (LQAC-3)

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The third release of the Large Quasar Astrometric Catalog (LQAC-3) : a compilation of 321 957 objects.' (bibcode: 2015A&A...583A..75S)
DOI: 10.26093/cds/vizier.36240145
title: Astrometric Catalogue 5, LQAC-5

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'LQAC-5: The fifth release of the Large Quasar Astrometric Catalogue. A compilation of 592809 objects with 398697 Gaia counterparts.' (bibcode: 2019A&A...624A.145S)
DOI: 10.6084/m9.figshare.21534594
title: Neratinib binding affinity prediction with HER2 wt and the mutants

description: These are the trajectory files from the MD simulation for HER2 with neratinib bound. After 1 us of MD simulation for three times, for each of the mutant markov modeling was applied and the most probable states from the markov modeling was used for the MMPBSA simulation. This trajectory included here were taken from the markov modeling and then used for the binding affinity and per residue decomposition analysis using MMPBSA.py module in amber.
DOI: 10.6084/m9.figshare.21534594.v1
title: Neratinib binding affinity prediction with HER2 wt and the mutants

description: This are the trajectory files from the MD simulation for HER2 with neratinib bound. After 1 us of MD simulation for three times, for each of the mutant markov modeling was applied and the most probable states from the markov modeling was used for the MMPBSA simulation. This trajectory included here were taken from the markov modeling and then used for the binding affinity and per residue decomposition analysis using MMPBSA.py module in amber.
DOI: 10.6084/m9.figshare.23600823
title: total-echo data post ARNI-PBS-4W.xlsx

description: Echocardiographic analyses of treated animals.
DOI: 10.6084/m9.figshare.23600823.v1
title: total-echo data post ARNI-PBS-4W.xlsx

description: Echocardiographic analyses of treated animals.
DOI: 10.26093/cds/vizier.51232070
title: ISO deep asteroid search

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'The Infrared Space Observatory deep asteroid search.' (bibcode: 2002AJ....123.2070T)
DOI: 10.15139/s3/bwmi8x
title: CMAQ Model Version 5.4 Benchmark Input Data

description: Data Summary CMAQv5.4 input benchmark data. Note:The datasets are on the CMAS Registry on the AWS Open Data Program. The metadata associated with this DOI contain the link to the folder and instructions for downloading the data.
DOI: 10.26093/cds/vizier.21010287
title: H II Regions in Seyfert galaxies. I.

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'H II region populations in Seyfert galaxies. I. Database' (bibcode: 1995ApJS..101..287T)
DOI: 10.26093/cds/vizier.21670334
title: Radiative recombination data for plasmas

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'Radiative recombination data for modeling dynamic finite-density plasmas.' (bibcode: 2006ApJS..167..334B)
DOI: 10.26093/cds/vizier.22240012
title: Kepler planetary candidates. VII. 48-month

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'Planetary candidates observed by Kepler VII. The first fully uniform catalog based on the entire 48-month data set (Q1-Q17 DR24).' (bibcode: 2016ApJS..224...12C)
DOI: 10.26093/cds/vizier.22240036
title: The AllWISE motion survey (AllWISE2)

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'The AllWISE motion survey, part 2.' (bibcode: 2016ApJS..224...36K)
DOI: 10.5281/zenodo.8097461
title: Raw and pre-processed dataset

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination</strong> Global Hydrological model outputs that have been retrieved from eartH2Observer Water Cycle Integrator (WCI) data portal. The data preprocessed in an effort to improve streamflow forecasts. It incorporates the outputs of three GHM (WaterGAP3, PCR-GLOBWB, and LISFLOOD), which are driven by the daily 0.5° WATCH Forcing. Data ERA-Interim (WFDEI) meteorological dataset. With a monthly temporal resolution, this dataset spans from 1979 to 2012. The GitHub repository contains comprehensive pre-processing instructions.
DOI: 10.5281/zenodo.8097460
title: Raw and pre-processed dataset

description: <strong>Hybrid streamflow modelling using machine learning and multi-model combination</strong> Global Hydrological model outputs that have been retrieved from eartH2Observer Water Cycle Integrator (WCI) data portal. The data preprocessed in an effort to improve streamflow forecasts. It incorporates the outputs of three GHM (WaterGAP3, PCR-GLOBWB, and LISFLOOD), which are driven by the daily 0.5° WATCH Forcing. Data ERA-Interim (WFDEI) meteorological dataset. With a monthly temporal resolution, this dataset spans from 1979 to 2012. The GitHub repository contains comprehensive pre-processing instructions.