cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26093/cds/vizier.34390487
title: Nuker law fits of radio galaxies

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Are radio galaxies and quiescent galaxies different? Results from the analysis of HST brightness profiles.' (bibcode: 2005A&A...439..487D)
DOI: 10.26093/cds/vizier.34490951
title: GOODS-MUSIC sample: multicolour catalog

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The GOODS-MUSIC sample: a multicolour catalog of near-IR selected galaxies in the GOODS-South field.' (bibcode: 2006A&A...449..951G)
DOI: 10.26093/cds/vizier.34580173
title: Optical spectroscopy of 253 IRAS sources

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A spectroscopic atlas of post-AGB stars and planetary nebulae selected from the IRAS point source catalogue.' (bibcode: 2006A&A...458..173S)
DOI: 10.26093/cds/vizier.34610011
title: Radio observations of MYSO candidates

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The RMS Survey: Radio observations of candidate massive YSOs in the southern hemisphere.' (bibcode: 2007A&A...461...11U)
DOI: 10.26093/cds/vizier.34891409
title: Infrared photometry and spectroscopy in L1641N

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'A detailed study of the L1641N star formation region.' (bibcode: 2008A&A...489.1409G)
DOI: 10.26093/cds/vizier.35050029
title: HI observations of 2MASS galaxies in ZoA

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'HI line observations of 2MASS galaxies in the zone of avoidance.' (bibcode: 2009A&A...505...29V)
DOI: 10.26093/cds/vizier.35310024
title: WASP-23 photometric and radial velocity data

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'WASP-23b: a transiting hot Jupiter around a K dwarf and its Rossiter-McLaughlin effect.' (bibcode: 2011A&A...531A..24T)
DOI: 10.26093/cds/vizier.35320069
title: Spectra of 6 SBS stars

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Revised classification of the SBS carbon star candidates including the discovery of a new emission line dwarf carbon star.' (bibcode: 2011A&A...532A..69R)
DOI: 10.26093/cds/vizier.35490017
title: IRAM spectra toward M33 Giant Molecular Clouds

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Dense Gas in M33 (HerM33es).' (bibcode: 2013A&A...549A..17B)
DOI: 10.26093/cds/vizier.35550083
title: X-ray properties of HM1 and IC2944/2948

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'X-ray properties of the young open clusters HM1 and IC 2944/2948.' (bibcode: 2013A&A...555A..83N)
DOI: 10.26093/cds/vizier.35650064
title: Molecular ions in L1157-B1

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Molecular ions in the protostellar shock L1157-B1.' (bibcode: 2014A&A...565A..64P)
DOI: 10.26093/cds/vizier.35660050
title: Classification of stellar spectra 644-681nm

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Gaia-ESO Survey: Empirical classification of VLT/Giraffe stellar spectra in the wavelength range 6440-6810{AA} in the gamma Vel cluster, and calibration of spectral indices.' (bibcode: 2014A&A...566A..50D)
DOI: 10.26093/cds/vizier.35720012
title: GRB 140506A spectra

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The mysterious optical afterglow spectrum of GRB 140506A at z = 0.889.' (bibcode: 2014A&A...572A..12F)
DOI: 10.26093/cds/vizier.35760135
title: CALIFA DR2

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'CALIFA, the Calar Alto Legacy Integral Field Area survey. III. Second public data release.' (bibcode: 2015A&A...576A.135G)
DOI: 10.5063/f17s7m6b
title: Limpkins and Non Native Molluscs

description: These files constitute the data necessary to replicate analyses performed in Frazier and Snider 2023, including limpkin and non-native mollusc observations in various formats downloaded from GBIF.
DOI: 10.5281/zenodo.7406327
title: Multi-Omics Visible Drug Activity Prediction with a Biologically Informed Neural Network Model

description: Drug discovery is a challenging task, it takes several years for a drug to be introduced on the market, with most of<br> the studied drugs not even passing the first phase. The understanding of the mechanisms influencing response to drugs<br> can reduce failures and accelerate drug development. Virtual drug screening, based on Machine Learning models, is a<br> promising field for the prediction of the outcome of a treatment. However, the complex relationships between the features<br> learned by these models are still poorly understood and not easy to interpret.<br> We have designed a Neural Network model for drug sensitivity prediction that leverages a Visible Neural Network, an<br> easily interpretable model, due to its biologically informed nature. The trained model can be inspected to study which<br> biological processes were fundamental for the prediction and to identify the drug properties that affect sensitivity. It<br> combines multi-omics data from various types of tumor tissues and drug representations based on molecular descriptors.<br> The mechanisms learned from the network can also be exploited to find candidate drugs for synergy to predict the effect<br> of combined therapies. We consider the unbalanced nature of public drug screening datasets and show that our model<br> outperforms state-of-the-art visible machine learning models.
DOI: 10.5281/zenodo.7406326
title: Multi-Omics Visible Drug Activity Prediction with a Biologically Informed Neural Network Model

description: Drug discovery is a challenging task, it takes several years for a drug to be introduced on the market, with most of<br> the studied drugs not even passing the first phase. The understanding of the mechanisms influencing response to drugs<br> can reduce failures and accelerate drug development. Virtual drug screening, based on Machine Learning models, is a<br> promising field for the prediction of the outcome of a treatment. However, the complex relationships between the features<br> learned by these models are still poorly understood and not easy to interpret.<br> We have designed a Neural Network model for drug sensitivity prediction that leverages a Visible Neural Network, an<br> easily interpretable model, due to its biologically informed nature. The trained model can be inspected to study which<br> biological processes were fundamental for the prediction and to identify the drug properties that affect sensitivity. It<br> combines multi-omics data from various types of tumor tissues and drug representations based on molecular descriptors.<br> The mechanisms learned from the network can also be exploited to find candidate drugs for synergy to predict the effect<br> of combined therapies. We consider the unbalanced nature of public drug screening datasets and show that our model<br> outperforms state-of-the-art visible machine learning models.
DOI: 10.5281/zenodo.8180380
title: Multi-Omics Visible Drug Activity Prediction with a Biologically Informed Neural Network Model

description: Drug discovery is a challenging task, it takes several years for a drug to be introduced on the market, with most of<br> the studied drugs not even passing the first phase. The understanding of the mechanisms influencing response to drugs<br> can reduce failures and accelerate drug development. Virtual drug screening, based on Machine Learning models, is a<br> promising field for the prediction of the outcome of a treatment. However, the complex relationships between the features<br> learned by these models are still poorly understood and not easy to interpret.<br> We have designed a Neural Network model for drug sensitivity prediction that leverages a Visible Neural Network, an<br> easily interpretable model, due to its biologically informed nature. The trained model can be inspected to study which<br> biological processes were fundamental for the prediction and to identify the drug properties that affect sensitivity. It<br> combines multi-omics data from various types of tumor tissues and drug representations based on molecular descriptors.<br> The mechanisms learned from the network can also be exploited to find candidate drugs for synergy to predict the effect<br> of combined therapies. We consider the unbalanced nature of public drug screening datasets and show that our model<br> outperforms state-of-the-art visible machine learning models.
DOI: 10.5281/zenodo.8180282
title: MD Trajectories of CD1d-small molecule antigen complexes

description: MD Trajectories of CD1d-small molecule antigen complexes
DOI: 10.5281/zenodo.8180281
title: MD Trajectories of CD1d-small molecule antigen complexes

description: MD Trajectories of CD1d-small molecule antigen complexes
DOI: 10.6084/m9.figshare.3761562.v2656
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: 10.6084/m9.figshare.23739690
title: Dataset for "Photo identification for sea turtles: Flipper scales more accurate than head scales using APHIS"

description: Photo ID database of 51 individuals, each with two complete sets of photos. All turtles were juveniles or sub-adults with straight carapace lengths (notch to notch) ranging from 23 to 61 cm (41 ± 1.2 cm; mean ± sd).
DOI: 10.26093/cds/vizier.51330504
title: Galaxies around CenA/M83 galaxy complex

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'The Hubble flow around the Centaurus A/M83 galaxy complex.' (bibcode: 2007AJ....133..504K)
DOI: 10.26093/cds/vizier.51381037
title: Star formation in Centaurus A Group dwarfs

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'Star formation in dwarf galaxies of the nearby Centaurus A Group.' (bibcode: 2009AJ....138.1037C)
DOI: 10.26093/cds/vizier.51392374
title: Evolved stars in M13

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'A re-evaluation of the evolved stars in the globular cluster M13.' (bibcode: 2010AJ....139.2374S)
DOI: 10.26093/cds/vizier.51430101
title: The classification of Kepler B-star variables

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'The classification of Kepler B-star variables.' (bibcode: 2012AJ....143..101M)
DOI: 10.26093/cds/vizier.22130019
title: Optical and near-IR light curves of 64 SNe

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal (AAS) with title 'Multi-color optical and near-infrared light curves of 64 stripped-envelope core-collapse supernovae.' (bibcode: 2014ApJS..213...19B)
DOI: 10.6084/m9.figshare.23739708
title: Raw data from: Plant vs. pollinator protection: Balancing pest management against floral contamination for insecticide use in Midwestern U.S. cucurbits

description: Raw data from the manuscript, "<strong>Plant vs. pollinator protection: Balancing pest management against floral contamination for insecticide use in Midwestern U.S. cucurbits</strong>". All project data used in the analyses are included in the spreadsheet, which includes two tabs: the first tab provides explanations for the columns of the dataset, and the second tab provides the dataset.
DOI: 10.6084/m9.figshare.23739708.v1
title: Study raw data

description: Raw data from the manuscript, "<strong>Plant vs. pollinator protection: Balancing pest management against floral contamination for insecticide use in Midwestern U.S. cucurbits</strong>". All project data used in the analyses are included in the spreadsheet, which includes two tabs: the first tab provides explanations for the columns of the dataset, and the second tab provides the dataset.
DOI: 10.25345/c55d8nr1f
title: MassIVE MSV000092515 - MCF10A cell phosphoproteomic response to stimulation with EGF
title: Proteomic and phosphoproteomic data from multiple experiments investigating the response of MCF10A cells to stimulation with EGF. Experiments include dose-response, time-course, and stimulation in the presence of various signaling pathway inhibitors.
DOI: 10.6084/m9.figshare.23706066
title: Me-Search+(w_+Hannah)_April+27,+2021_14.54.xlsx

description: For use in <strong>International Journal of Social Research Methodology</strong>
DOI: 10.6084/m9.figshare.23706066.v1
title: Me-Search+(w_+Hannah)_April+27,+2021_14.54.xlsx

description: For use in <strong>International Journal of Social Research Methodology</strong>
DOI: 10.48490/wph1-3z51
title: AR6 SYR Data for Figure SPM.4(d): Risk assessment "burning embers" for food insecurity
DOI: 10.5281/zenodo.8175799
title: Collusion analysis hotel industry

description: Data set of prices, quality, day for check-in, day for booking, distance to the center and herfindalh index
DOI: 10.5281/zenodo.8175798
title: Collusion analysis hotel industry

description: Data set of prices, quality, day for check-in, day for booking, distance to the center and herfindalh index
DOI: 10.48490/je51-1f18
title: AR6 SYR Data for Figure SPM.4(d): Risk assessment "burning embers" for heat-related morbidity and mortality
DOI: 10.48490/2t49-cn95
title: AR6 SYR Data for Figure SPM.4(b): Risk assessment "burning embers" for ocean ecosystems
DOI: 10.5281/zenodo.8180365
title: branta_hutchinsii_zanfona_1.fasta.gz

description: .
DOI: 10.5281/zenodo.8180364
title: branta_hutchinsii_zanfona_1.fasta.gz

description: .
DOI: 10.48490/f846-2a36
title: AR6 SYR Data for Figure SPM.4(b): Risk assessment "burning embers" for land-based ecosystems
DOI: 10.5281/zenodo.8180458
title: carduelis_corsicana_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180457
title: carduelis_corsicana_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180460
title: cichlasoma_orientale_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180459
title: cichlasoma_orientale_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.48490/mahj-2855
title: AR6 SYR Data for Figure SPM.4(a): Risk assessment "burning embers" for AR6 Reasons for Concern
DOI: 10.5281/zenodo.8180276
title: Drivers of Forest-Savanna transition

description: This dataset has the data used in the article titled <strong>"<em><strong>Cu</strong>rrent Forest-Savanna Transition in Northern South America Departs from Typical Climatic Thresholds</em>"</strong> published in the Ecosystems Journal. Further details of variables and data sources are described in the methods section, Table 1, and Supplementary Material of the article.
DOI: 10.5281/zenodo.8180275
title: Drivers of Forest-Savanna transition

description: This dataset has the data used in the article titled <strong>"<em><strong>Cu</strong>rrent Forest-Savanna Transition in Northern South America Departs from Typical Climatic Thresholds</em>"</strong> published in the Ecosystems Journal. Further details of variables and data sources are described in the methods section, Table 1, and Supplementary Material of the article.
DOI: 10.5281/zenodo.8180492
title: eupsittula_astec_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180491
title: eupsittula_astec_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180506
title: Universities of Applied Sciences' EU research project participation through the lens of differentiation (dataset)

description: Dataset of the publication "Universities of Applied Sciences’ EU research project participation through the lens of differentiation" (DOI: 10.1093/scipol/scad048)
DOI: 10.5281/zenodo.8180505
title: Universities of Applied Sciences' EU research project participation through the lens of differentiation (dataset)

description: Dataset of the publication "Universities of Applied Sciences’ EU research project participation through the lens of differentiation" (DOI: 10.1093/scipol/scad048)
DOI: 10.17909/pw8k-wb82
title: Data from Modeling the SED of the AGN inside NGC~4395

description: Hubble data used in Carson+15 for our forward modeling of the galaxy SED. Spitzer IRAC and IRS data from which we compute photometry and spectrophotometry to be used in X-CIGALE.
DOI: 10.5281/zenodo.8180512
title: labeobarbus_marequensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180511
title: labeobarbus_marequensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180514
title: lepetodrilus_galriftensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180513
title: lepetodrilus_galriftensis_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.17909/jvg9-v026
title: Data From "Resolving Clumpy vs. Extended Lya In Strongly Lensed, High-Redshift Lya Emitters"

description: Hubble broadband imaging of the 6 Lyman Alpha Emitters contained within the paper. Additionally, Hubble narrowband imaging of the same objects; using ramp filters to isolate Lyman Alpha.
DOI: 10.5281/zenodo.8180516
title: panulirus_inflatus_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180515
title: panulirus_inflatus_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.6084/m9.figshare.23739888
title: <em>hgcA</em> gene sequences

description: These are the nucleic acid sequences for the <em>hgcA</em> genes identified in the Hells Canyon water column.
DOI: 10.6084/m9.figshare.23739888.v1
title: <em>hgcA</em> gene sequences

description: These are the nucleic acid sequences for the <em>hgcA</em> genes identified in the Hells Canyon water column.
DOI: 10.6084/m9.figshare.23739960
title: <em>hgcA</em>-containing bins from Hells Canyon

description: These are the nucleic acid sequences for the <em>hgcA</em>-carrying genomes identified in the Hells Canyon water column.
DOI: 10.5281/zenodo.8180533
title: panulirus_laevicauda_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.8180532
title: panulirus_laevicauda_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.25914/2spw-d690
title: Operational seasonal forecasts from the Australian Water Outlook service
DOI: 10.25914/gcwm-jz18
title: Seasonal hindcast dataset from the seasonal forecasting system supporting the Australian Water Outlook
DOI: 10.25914/s1cr-c591
title: Seasonal operational forecast data and hindcast data produced from the Bureau of Meteorology's Australian Water Outlook service
DOI: 10.6073/pasta/3071d4179516b5ae56018bfa03fea9dd
title: SBC LTER: Reef: Bottom Temperature: Continuous water temperature, ongoing since 2000

description: Giant kelp forests and the organisms living within them are exposed to a variable environment where biotic and abiotic drivers may affect populations and biological processes on the scale of hours to decades. To examine temporal and spatial patterns of temperature in giant kelp forests, SBC has measured ambient water temperature at nine reef sites located along the mainland coast of the Santa Barbara Channel and at two sites on the north side Santa Cruz Island beginning in 2000. Two submersible temperature loggers, sampling every 30 minutes and offset from each other by 15 minutes, are deployed so that data is recorded every 15 minutes at each site. Temperature loggers were retrieved and replaced bi-annually with a new logger, typically in the early summer (June-July) and in early winter (January-March). These temperature loggers measure temperature in water within a range of -20°C to 30°C, and accuracy of ± 0.20°C at 25°C.
DOI: 10.15151/esrf-es-1296308413
title: PROTEINS RELATED TO PATHOGENESIS OF DISEASES, VIRAL PROTEINS, CELL DIVISION, SIGNALLING AND CHROMATIN PROCESSES

description: Our BAG is composed of eight PIs at six different institutions in Italy and Austria. We focus on a large variety of human, bacterial, viral and synthetic protein targets and address diverse biological contexts by combining structural biology with biochemistry, biophysics, cellular and in vivo investigations.
DOI: 10.5281/zenodo.8103269
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gonçalo Sampaio, http://www.wikidata.org/entity/Q459037. 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/Q459037
DOI: 10.5281/zenodo.8180570
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gonçalo Sampaio, http://www.wikidata.org/entity/Q459037. 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/Q459037
DOI: 10.5281/zenodo.8103282
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gunnar Samuelsson, http://www.wikidata.org/entity/Q6090892. 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/Q6090892
DOI: 10.5281/zenodo.8103281
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gunnar Samuelsson, http://www.wikidata.org/entity/Q6090892. 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/Q6090892
DOI: 10.5281/zenodo.8180573
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gunnar Samuelsson, http://www.wikidata.org/entity/Q6090892. 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/Q6090892
DOI: 10.5281/zenodo.8080420
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Katherine Esau, http://www.wikidata.org/entity/Q568623. 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/Q568623
DOI: 10.5281/zenodo.8180594
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Katherine Esau, http://www.wikidata.org/entity/Q568623. 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/Q568623