cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4966769
title: Pano3D: GibsonV2 Full Low Resolution

description: Pano3D is a new benchmark for depth estimation from spherical panoramas. Its goal is to drive progress for this task in a consistent and holistic manner. To achieve that we generate a new dataset and integrate evaluation metrics that capture not only depth performance, but also secondary traits like boundary preservation and smoothness. Moreover, Pano3D takes a step beyond typical intra-dataset evaluation schemes to inter-dataset performance assessment. By disentangling generalization to three different axes, Pano3D facilitates proper extrapolation assessment under different out-of-training data conditions. Relying on the Pano3D holistic benchmark for 360 depth estimation we perform an extended analysis and derive a solid baseline for the task.
description: Dataset with coupled color, depth and normal maps.
DOI: 10.5281/zenodo.4957305
title: Pano3D: Matterport3D (/w Filmic) Low Resolution

description: Pano3D is a new benchmark for depth estimation from spherical panoramas. Its goal is to drive progress for this task in a consistent and holistic manner. To achieve that we generate a new dataset and integrate evaluation metrics that capture not only depth performance, but also secondary traits like boundary preservation and smoothness. Moreover, Pano3D takes a step beyond typical intra-dataset evaluation schemes to inter-dataset performance assessment. By disentangling generalization to three different axes, Pano3D facilitates proper extrapolation assessment under different out-of-training data conditions. Relying on the Pano3D holistic benchmark for 360 depth estimation we perform an extended analysis and derive a solid baseline for the task.
description: Dataset with coupled color, depth and normal maps.
DOI: 10.5281/zenodo.4966683
title: Pano3D: GibsonV2 Tiny-Medium-Fullplus (/w Filmic) Low Resolution

description: Pano3D is a new benchmark for depth estimation from spherical panoramas. Its goal is to drive progress for this task in a consistent and holistic manner. To achieve that we generate a new dataset and integrate evaluation metrics that capture not only depth performance, but also secondary traits like boundary preservation and smoothness. Moreover, Pano3D takes a step beyond typical intra-dataset evaluation schemes to inter-dataset performance assessment. By disentangling generalization to three different axes, Pano3D facilitates proper extrapolation assessment under different out-of-training data conditions. Relying on the Pano3D holistic benchmark for 360 depth estimation we perform an extended analysis and derive a solid baseline for the task.
description: Dataset with coupled color, depth and normal maps.
DOI: 10.5281/zenodo.4966768
title: Pano3D: GibsonV2 Full Low Resolution

description: Pano3D is a new benchmark for depth estimation from spherical panoramas. Its goal is to drive progress for this task in a consistent and holistic manner. To achieve that we generate a new dataset and integrate evaluation metrics that capture not only depth performance, but also secondary traits like boundary preservation and smoothness. Moreover, Pano3D takes a step beyond typical intra-dataset evaluation schemes to inter-dataset performance assessment. By disentangling generalization to three different axes, Pano3D facilitates proper extrapolation assessment under different out-of-training data conditions. Relying on the Pano3D holistic benchmark for 360 depth estimation we perform an extended analysis and derive a solid baseline for the task.
description: Dataset with coupled color, depth and normal maps.
DOI: 10.5281/zenodo.4957304
title: Pano3D: Matterport3D (/w Filmic) Low Resolution

description: Pano3D is a new benchmark for depth estimation from spherical panoramas. Its goal is to drive progress for this task in a consistent and holistic manner. To achieve that we generate a new dataset and integrate evaluation metrics that capture not only depth performance, but also secondary traits like boundary preservation and smoothness. Moreover, Pano3D takes a step beyond typical intra-dataset evaluation schemes to inter-dataset performance assessment. By disentangling generalization to three different axes, Pano3D facilitates proper extrapolation assessment under different out-of-training data conditions. Relying on the Pano3D holistic benchmark for 360 depth estimation we perform an extended analysis and derive a solid baseline for the task.
description: Dataset with coupled color, depth and normal maps.
DOI: 10.6084/m9.figshare.14813358
title: Evaluation of the relationship between perirenal fat volume and nephrolithiasis

description: The datas of paper of "Evaluation of the relationship between perirenal fat volume and nephrolithiasis"
DOI: 10.6084/m9.figshare.14813358.v1
title: Evaluation of the relationship between perirenal fat volume and nephrolithiasis

description: The datas of paper of "Evaluation of the relationship between perirenal fat volume and nephrolithiasis"
DOI: 10.25345/c5sv55
title: MassIVE MSV000087670 - Proteomic analysis of bacteriophage fD1 infecting Yersinia pestis
title: Label-free data dependent acquisition mass spectrometry analysis of bacteriophage fD1 infecting Yersinia pestis.
DOI: 10.6084/m9.figshare.14813355
title: JU_V2_DYN_DAYS

description: We have collected depth data of Indian Sign Language for 7 days of a week, i.e., from Monday to Sunday. The data has been collected from 2 persons and each gesture collected in 5 videos. Therefore altogether, 7 x 2 x 5 = 70 videos has been collected for our dynamic dataset.<br>In the folder-names, p1 and p2 means two persons, g1 to g7 means the seven days and o1 to o5 means the extracted key frames of the five videos.
DOI: 10.6084/m9.figshare.14813355.v1
title: JU_V2_DYN_DAYS

description: We have collected depth data of Indian Sign Language for 7 days of a week, i.e., from Monday to Sunday. The data has been collected from 2 persons and each gesture collected in 5 videos. Therefore altogether, 7 x 2 x 5 = 70 videos has been collected for our dynamic dataset.<br>In the folder-names, p1 and p2 means two persons, g1 to g7 means the seven days and o1 to o5 means the extracted key frames of the five videos.
DOI: 10.5281/zenodo.5000278
title: G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tauRAMD Simulations

description: Data and Python scripts used for generation and analysis of RAMD dissociation trajectories for several GPCR complexes (including example showing generation of the Protein-Ligand Interaction Fingerprints, IFP, for several representative RAMD trajectories), reported in the manuscript "G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tRAMD Simulations" "G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tauRAMD Simulations" by Daria B. Kokh, Rebecca C. Wade 1. <strong>README.txt </strong>- instruction for script usage 2. <strong>PDBs.zip</strong> - PDB structures of complexes in water box used in the analysis, ligand PDB and mol2 structures 3. <strong>tauRAMD_v2.py </strong>- Python sctipt for estimation relative residence times from Gromacs-RAMD output 4. <strong>IFP_preprocess_Gromacs.py</strong> and <strong>IFP_SL-B2AR-WB-EX.py - </strong>Python scripts for preprocessing of RAMD trajectories and generation of IFPs 5. <strong>Scripts.zip</strong> - additional python functions 6. <strong>IXO-CHL.zip, IXO-ALO-CHL.zip, ACh-CHL.zip, b2AR.zip</strong> - Protein-Ligand Interaction Fingerprints (PL IFPs) generated from RAMD trajectories for <em>mAChR M2 with iperoxo</em>, <em>mAChR M2 </em><em> with iperoxo and PAM, mAChR M2 with ACh, and </em>β<em>2AR with alprenolol </em><em>.</em> 7. <strong>Topology.zip</strong> - Gromacs topology, index.ndx, and coordinate gro files for all four systems 8. <strong>Example_b2AR-alprenolol.zip </strong>- a set of data for a test example showing how IFP can be generated from RAMD trajectories (including several representative trajectories) 9.<strong> Gromacs-IFP-GPCR.ipynb</strong> - Jupyter Notebook for analysis of trajectories using generated IFP data 10. <strong>Auxi-Plots-GPCR.ipynb - </strong>Jupyter Notebook for generation additional plots from the paper 11. <strong>Waters.zip</strong> - number of water molecules in the binding pocket along dissociation trajectories of the <em> </em>β<em>2AR - alprenolol system</em>
DOI: 10.5281/zenodo.5001884
title: G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tauRAMD Simulations

description: Data and Python scripts used for generation and analysis of RAMD dissociation trajectories for several GPCR complexes (including example showing generation of the Protein-Ligand Interaction Fingerprints, IFP, for several representative RAMD trajectories), reported in the manuscript "G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tRAMD Simulations" "G-Protein Coupled Receptor-Ligand Dissociation Rates and Mechanisms from tauRAMD Simulations" by Daria B. Kokh, Rebecca C. Wade 1. <strong>README.txt </strong>- instruction for script usage 2. <strong>PDBs.zip</strong> - PDB structures of complexes in water box used in the analysis, ligand PDB and mol2 structures 3. <strong>tauRAMD_v2.py </strong>- Python sctipt for estimation relative residence times from Gromacs-RAMD output 4. <strong>IFP_preprocess_Gromacs.py</strong> and <strong>IFP_SL-B2AR-WB-EX.py - </strong>Python scripts for preprocessing of RAMD trajectories and generation of IFPs 5. <strong>Scripts.zip</strong> - additional python functions 6. <strong>IXO-CHL.zip, IXO-ALO-CHL.zip, ACh-CHL.zip, b2AR.zip</strong> - Protein-Ligand Interaction Fingerprints (PL IFPs) generated from RAMD trajectories for <em>mAChR M2 with iperoxo</em>, <em>mAChR M2 </em><em> with iperoxo and PAM, mAChR M2 with ACh, and </em>β<em>2AR with alprenolol </em><em>.</em> 7. <strong>Topology.zip</strong> - Gromacs topology, index.ndx, and coordinate gro files for all four systems 8. <strong>Example_b2AR-alprenolol.zip </strong>- a set of data for a test example showing how IFP can be generated from RAMD trajectories (including several representative trajectories) 9.<strong> Gromacs-IFP-GPCR.ipynb</strong> - Jupyter Notebook for analysis of trajectories using generated IFP data 10. <strong>Auxi-Plots-GPCR.ipynb - </strong>Jupyter Notebook for generation additional plots from the paper 11. <strong>Waters.zip</strong> - number of water molecules in the binding pocket in dissociation trajectories of the <em> </em>β<em>2AR - alprenolol system</em>
DOI: 10.3886/e120694v1-89720
title: Data and Code for: Extending the Race between Education and Technology

description: The race between education and technology provides a canonical framework that does an excellent job of explaining US wage structure changes across the twentieth century. The framework involves secular increases in the demand for more-educated workers from skill-biased technological change, combined with variations in the supply of skills from changes in educational access. We expand the analysis backwards and forwards. The framework helps explain rising skill differentials in the nineteenth and twenty-first centuries, but needs to be augmented to illuminate the recent convexification of education returns and implied slowdown in the growth of the relative demand for college workers. Increased educational wage differentials explain 75 percent of the rise of U.S. wage inequality from 1980 to 2000 as compared to 38 percent for 2000 to 2017.
DOI: 10.6084/m9.figshare.3761562.v1895
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.12987377
title: Embryonic vocalisations mediate parental care in Masked Lapwings (Vanellus miles) but not Red-capped Plovers (Charadrius ruficapillus)

description: Embryonic vocalisations in birds may enable communication between embryos and incubating parents but responses of parents to embryonic vocalisations have not been measured experimentally. In two ground-nesting shorebirds, we compare parental care of eggs without embryonic vocalisations, those with natural embryonic vocalisations, and those in which we experimentally introduced embryonic vocalisations, while accounting for prevailing temperatures. We continuously recorded nests (one block of up to 24 hours per nest) of two ground-nesting shorebirds, the Red-capped Plover <i>Charadrius ruficapillus</i> and Masked Lapwing <i>Vanellus miles </i>and quantified parental behaviours. We predict an increase in egg thermoregulation behaviours (time spent incubating or shading) and ‘fussing’ (a combination of rising and re-settling, shuffling, orientation change and egg turning), when vocalisations were naturally present or when they were experimentally introduced in comparison to when no vocalisations were present (control). In lapwings, the rate of fussing increased at the nest only when natural vocalisations were present, however, preening increased when natural or introduced vocalisations were present. Additionally, the frequency of bill to egg touches (inspections) increased only in the presence of introduced vocalisations. For plovers, treatment had no influence on parental behavioural, however, the frequency of fussing, bill to egg touches, and shell tossing increased with air temperature. For both species, there was no influence of the presence of embryo’s vocalisations (natural or introduced) on the parent’s egg thermoregulation behaviours. Our results highlight that acoustic communication across the eggshell may occur and can influence parental care in shorebirds but appears to be species-specific.
DOI: 10.6084/m9.figshare.12987377.v1
title: Embryonic vocalisations mediate parental care in Masked Lapwings (Vanellus miles) but not Red-capped Plovers (Charadrius ruficapillus)

description: Embryonic vocalisations in birds may enable communication between embryos and incubating parents but responses of parents to embryonic vocalisations have not been measured experimentally. In two ground-nesting shorebirds, we compare parental care of eggs without embryonic vocalisations, those with natural embryonic vocalisations, and those in which we experimentally introduced embryonic vocalisations, while accounting for prevailing temperatures. We continuously recorded nests (one block of up to 24 hours per nest) of two ground-nesting shorebirds, the Red-capped Plover <i>Charadrius ruficapillus</i> and Masked Lapwing <i>Vanellus miles </i>and quantified parental behaviours. We predict an increase in egg thermoregulation behaviours (time spent incubating or shading) and ‘fussing’ (a combination of rising and re-settling, shuffling, orientation change and egg turning), when vocalisations were naturally present or when they were experimentally introduced in comparison to when no vocalisations were present (control). In lapwings, the rate of fussing increased at the nest only when natural vocalisations were present, however, preening increased when natural or introduced vocalisations were present. Additionally, the frequency of bill to egg touches (inspections) increased only in the presence of introduced vocalisations. For plovers, treatment had no influence on parental behavioural, however, the frequency of fussing, bill to egg touches, and shell tossing increased with air temperature. For both species, there was no influence of the presence of embryo’s vocalisations (natural or introduced) on the parent’s egg thermoregulation behaviours. Our results highlight that acoustic communication across the eggshell may occur and can influence parental care in shorebirds but appears to be species-specific.
DOI: 10.5517/ccdc.csd.cc2417s7
title: CCDC 1967408: Experimental Crystal Structure Determination

description: Related Article: Siqiang Fang, Jian-Ping Tan, Jianke Pan, Hongkui Zhang, Yuan Chen, Xiaoyu Ren, Tianli Wang|2021|Angew.Chem.,Int.Ed.|60|14921|doi:10.1002/anie.202102352
DOI: 10.5517/ccdc.csd.cc26h5vr
title: CCDC 2040384: Experimental Crystal Structure Determination

description: Related Article: Siqiang Fang, Jian-Ping Tan, Jianke Pan, Hongkui Zhang, Yuan Chen, Xiaoyu Ren, Tianli Wang|2021|Angew.Chem.,Int.Ed.|60|14921|doi:10.1002/anie.202102352
DOI: 10.5517/ccdc.csd.cc26s1wy
title: CCDC 2048910: Experimental Crystal Structure Determination

description: Related Article: Yao-Ting Wang, Corie McHale, Xiqu Wang, Chung-Kai Chang, Yu-Chun Chuang, Watchareeya Kaveevivitchai, Ognjen Š. Miljanić, Teng-Hao Chen|2021|Angew.Chem.,Int.Ed.|60|14931|doi:10.1002/anie.202102813
DOI: 10.5517/ccdc.csd.cc26s1xz
title: CCDC 2048911: Experimental Crystal Structure Determination

description: Related Article: Yao-Ting Wang, Corie McHale, Xiqu Wang, Chung-Kai Chang, Yu-Chun Chuang, Watchareeya Kaveevivitchai, Ognjen Š. Miljanić, Teng-Hao Chen|2021|Angew.Chem.,Int.Ed.|60|14931|doi:10.1002/anie.202102813
DOI: 10.5517/ccdc.csd.cc26y1v2
title: CCDC 2053714: Experimental Crystal Structure Determination

description: Related Article: Manuel Schmitt, Maximilian Mayländer, Julian Goost, Sabine Richert, Ingo Krossing|2021|Angew.Chem.,Int.Ed.|60|14800|doi:10.1002/anie.202102216
DOI: 10.5517/ccdc.csd.cc26y2w4
title: CCDC 2053746: Experimental Crystal Structure Determination

description: Related Article: Manuel Schmitt, Maximilian Mayländer, Julian Goost, Sabine Richert, Ingo Krossing|2021|Angew.Chem.,Int.Ed.|60|14800|doi:10.1002/anie.202102216
DOI: 10.5517/ccdc.csd.cc26y2x5
title: CCDC 2053747: Experimental Crystal Structure Determination

description: Related Article: Manuel Schmitt, Maximilian Mayländer, Julian Goost, Sabine Richert, Ingo Krossing|2021|Angew.Chem.,Int.Ed.|60|14800|doi:10.1002/anie.202102216
DOI: 10.34740/kaggle/dsv/2354590
title: US counties COVID 19 dataset
DOI: 10.5517/ccdc.csd.cc27b73y
title: CCDC 2065409: Experimental Crystal Structure Determination

description: Related Article: Shu Fen Gu, Xiao Hong Xiong, Le Le Gong, Hui Ping Zhang, Ying Xu, Xue Feng Feng, Feng Luo|2021|Inorg.Chem.|60|8211|doi:10.1021/acs.inorgchem.1c00863
DOI: 10.5517/ccdc.csd.cc27b74z
title: CCDC 2065410: Experimental Crystal Structure Determination

description: Related Article: Shu Fen Gu, Xiao Hong Xiong, Le Le Gong, Hui Ping Zhang, Ying Xu, Xue Feng Feng, Feng Luo|2021|Inorg.Chem.|60|8211|doi:10.1021/acs.inorgchem.1c00863
DOI: 10.5517/ccdc.csd.cc1jnz9g
title: CCDC 1420336: Experimental Crystal Structure Determination

description: Related Article: Mousumi Nayak, Deepak K. Joshi, Krishna Kumar, Anoop S. Singh, Vinod K. Tiwari, Subrato Bhattacharya|2021|Inorg.Chem.|60|8075|doi:10.1021/acs.inorgchem.1c00628
DOI: 10.5517/ccdc.csd.cc1jnz8f
title: CCDC 1420335: Experimental Crystal Structure Determination

description: Related Article: Mousumi Nayak, Deepak K. Joshi, Krishna Kumar, Anoop S. Singh, Vinod K. Tiwari, Subrato Bhattacharya|2021|Inorg.Chem.|60|8075|doi:10.1021/acs.inorgchem.1c00628
DOI: 10.6084/m9.figshare.14791716
title: Data for Study on Gas Exchange in Attached and Detached Balsam Fir Foliage(Akalusi, Meng and Bourque)

description: Gas-exchange data for study attached and detached balsam fir foliage
DOI: 10.6084/m9.figshare.14791716.v2
title: Data for Study on Gas Exchange in Attached and Detached Balsam Fir Foliage(Akalusi, Meng and Bourque)

description: Gas-exchange data for study attached and detached balsam fir foliage
DOI: 10.6084/m9.figshare.14791716.v1
title: Data for Study on Gas Exchange in Attached And Detached Balsam Fir Foliage(Akalusi, Meng and Bourque)

description: Gas-exchange data for study attached and detached balsam fir foliage
DOI: 10.5281/zenodo.5002665
title: CoVaxxy Tweet IDs data set

description: A collection of Tweet IDs related to Covid-19 Vaccines, gathered from Twitter since Jan 4, 2021. Please see https://arxiv.org/abs/2101.07694 for more information.
DOI: 10.5281/zenodo.5002697
title: Supporting Information for Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea

description: This file contained the datasets of Figure 1, Figure 2, Figure 3, Figure S3, and Figure S4 discussed in the publication “Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea”. There are: The pH, the concentrations of nitrate and phosphate in the spring 2017 experiment and summer 2018 experiment. The concentrations of organic nitrogen in the spring 2017 experiment. The Chl-a concentrations and the relative abundance of diatom and dinoflagellate in the spring 2017 experiment and summer 2018 experiment. The concentrations of DMS, DMSPd, DMSPp and DMSO in the spring 2017 experiment and summer 2018 experiment. The DMSPd loss rate and DMS production rate in the spring 2017 experiment and summer 2018 experiment. Ma, Q. Y., Zhang, H. H., Yang, G. P. (2021). Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea. Submitted to Geophysical Research Letters.
DOI: 10.5281/zenodo.5002696
title: Supporting Information for Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea

description: This file contained the datasets of Figure 1, Figure 2, Figure 3, Figure S3, and Figure S4 discussed in the publication “Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea”. There are: The pH, the concentrations of nitrate and phosphate in the spring 2017 experiment and summer 2018 experiment. The concentrations of organic nitrogen in the spring 2017 experiment. The Chl-a concentrations and the relative abundance of diatom and dinoflagellate in the spring 2017 experiment and summer 2018 experiment. The concentrations of DMS, DMSPd, DMSPp and DMSO in the spring 2017 experiment and summer 2018 experiment. The DMSPd loss rate and DMS production rate in the spring 2017 experiment and summer 2018 experiment. Ma, Q. Y., Zhang, H. H., Yang, G. P. (2021). Responses of Biogenic Dimethylated Sulfur Compounds to the Environmental Changes in the East China Sea. Submitted to Geophysical Research Letters.
DOI: 10.6084/m9.figshare.14813478.v1
title: Ergonomic Finger Grip Enhancer Experimental Raw Data

description: These raw data were obtained from an experiment to test the performance of a novel pinch assistive device.
DOI: 10.6084/m9.figshare.14813478
title: Ergonomic Finger Grip Enhancer Experimental Raw Data

description: These raw data were obtained from an experiment to test the performance of a novel pinch assistive device.
DOI: 10.5281/zenodo.4998099
title: A dataset of thermokarst lake drainage events in northern Alaska (2000-2020)

description: The catastrophic thermokarst lake drainage events occurring in the circumpolar Arctic permafrost region are referred to as the new Arctic hazard. To accurately detect this disturbance process, the authors performed a time series analysis of changes in the thermokarst lake region of northern Alaska since 2000 using all available Landsat TM, ETM+, and OLI continuous data on the Google Earth Engine platform. This dataset includes 90 thermokarst lake drainage events detected in northern Alaska during 2000-2020 and year-by-year water distribution maps based on AWEI. The thermokarst lake drainage events are published in Shapefile format, including information on the area, location, drainage proportion, and year of drainage for each drained lake.