cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8070374
title: Digital Humanities Retrieval Evaluation Dataset for Art, Architecture and Life Sciences (DHREAAL)

description: This dataset, titled "Digital Humanities Retrieval Evaluation Dataset for Art, Architecture, and Life Sciences," emphasizes semantic retrieval, including ground truth data for both content-based and instance-based image retrieval. Utilized to compare various promising approaches and refine the evaluation method, this dataset serves as a precursor to a more extensive dataset. Additional details can be found in the dataset's related publication. Currently, the dataset is still under development. In its next iteration, the dataset will include options for retrieving image syntax and temporal aspects, in addition to the semantics.
DOI: 10.5281/zenodo.8070375
title: Digital Humanities Retrieval Evaluation Dataset for Art, Architecture and Life Sciences (DHREAAL)

description: This dataset, titled "Digital Humanities Retrieval Evaluation Dataset for Art, Architecture, and Life Sciences," emphasizes semantic retrieval, including ground truth data for both content-based and instance-based image retrieval. Utilized to compare various promising approaches and refine the evaluation method, this dataset serves as a precursor to a more extensive dataset. Additional details can be found in the dataset's related publication. Currently, the dataset is still under development. In its next iteration, the dataset will include options for retrieving image syntax and temporal aspects, in addition to the semantics.
DOI: 10.5281/zenodo.7038391
title: I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking (Tracking Benchmark)

description: This data entry contains the multi-pigeon video sequences with ground truth for the quantitative tracking evaluation from the <strong>I-MuPPET GCPR 2022 paper</strong>. This data contains 24 video sequences showing up to four pigeons in our imaging barn at the Centre for the Advanced Study of Collective Behaviour. The experiments were carried out by Hemal Naik, Máté Nagy, Fumihiro Kano and Iain D. Couzin and were approved by the Regierungspräsidium Freiburg under the permit number Az. 35-9185.81/G-19/107. Data was recorded by two Vicon Vue 2 cameras (1920x1080 pixels) at 50 Hz. The ground truth for the quantitative tracking evaluation was created by Urs Waldmann. Code for I-MuPPET available at https://github.com/urs-waldmann/i-muppet/.
DOI: 10.5281/zenodo.7038390
title: I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking (Tracking Benchmark)

description: This data entry contains the multi-pigeon video sequences with ground truth for the quantitative tracking evaluation from the <strong>I-MuPPET GCPR 2022 paper</strong>. This data contains 24 video sequences showing up to four pigeons in our imaging barn at the Centre for the Advanced Study of Collective Behaviour. The experiments were carried out by Hemal Naik, Máté Nagy, Fumihiro Kano and Iain D. Couzin and were approved by the Regierungspräsidium Freiburg under the permit number Az. 35-9185.81/G-19/107. Data was recorded by two Vicon Vue 2 cameras (1920x1080 pixels) at 50 Hz. The ground truth for the quantitative tracking evaluation was created by Urs Waldmann. Code for I-MuPPET available at https://github.com/urs-waldmann/i-muppet/.
DOI: 10.48366/r599662
title: Comparison on Representing Semantic Similarities of Heterogenous Data

description: This comparison views the representation methods adopted by researchers for easy identification of heterogenous health data
DOI: 10.5281/zenodo.8062281
title: ABCdata

description: Training data and drivers for the SRI Intenational, AtmoSense Background Characterization (ABC) project phase 1 from the AtmoSense program funded by Defense Advanced Research Projects Agency (DARPA) under Contract No. HR001121C0026.. The data sets have been ingested to create the Atmospheric Background Characterization Generative Adversarial Network (ABCGAN) atmosense-abcgan.readthedocs.io. and consist of data from the Poker Flat Incoherent Scatter Radar (PFISR) and GNSS receivers around Poker Flat Research Range in Fairbanks, Alaska as well as geophysical drivers. The data coverage is from years 2010 through 2020. PFISR is owned by the National Science Foundation (NSF) and operated by SRI International under NSF Cooperative Agreement AGS-1840962. File Contents. ABC_PFISR_BV_v03.04.h5 Contains binned and curated fitted parameters, i.e. Ne, Te, Ti, and Plasma drift velocities as a function of altitude and time above Poker Flat. ABC_PFRR_DRIVERS_v02.00.h5 A series of geophysical drivers covering all hours from 2010 through 2020. ABC_PFRR_GNSS_HFP_v2.0.h5 GNSS wave parameters. ABC_PFISR_HFP_v01.50.h PFISR wave parameters.
DOI: 10.5517/ccdc.csd.cc2dghs5
title: CCDC 2218477: Experimental Crystal Structure Determination

description: Related Article: Fei-Fei Yan, Wen-Jing Jiang, Nian-Tao Yao, Pan-Dong Mao, Liang Zhao, Hui-Ying Sun, Yin-Shan Meng, Tao Liu|2023|Chemical Science|14|6936|doi:10.1039/D3SC01217D
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.8092591
title: endocladia_muricata_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.8092590
title: endocladia_muricata_spades_01.fasta.gz

description: .
DOI: 10.6084/m9.figshare.23596638
title: wt(2).bw

description: this is a chip seq file
DOI: 10.6084/m9.figshare.23596638.v1
title: wt(2).bw

description: this is a chip seq file
DOI: 10.18434/mds2-2939
title: Variability and Bias in Microbiome Metagenomic Sequencing: an Interlaboratory Study Comparing Experimental Protocols
DOI: 10.6084/m9.figshare.23589144
title: Figure data

description: Data for each figure (both simulated and experimental) in the manuscript, in csv format
DOI: 10.25422/azu.data.22068719
title: The rise and fall of Laramide topography and the sediment evacuation from Wyoming

description: The modern topography within the Laramide region consists of high-relief ranges and high-elevation low-relief (HELR) surfaces separated by intraforeland basins. However, the timing and development of this topography within the type-locality of the Wyoming Laramide province is poorly understood. Previous models suggest that the modern topography is a young feature that was acquired after Laramide tectonism, post-Laramide burial, and basin evacuation; however, evidence of such a progression is sparse. We present low-temperature-thermochronological data from two Laramide uplifts in Wyoming, the Wind River and Bighorn Ranges, which document an early record of Laramide exhumation, subsequent reheating, and significant cooling after 10 Ma. Our results indicate that the Laramide ranges were buried by post-Laramide Cenozoic basin fill, creating a low-relief topography by the early Miocene that was reduced due to late Miocene regional incision and basin evacuation. We suggest that HELR surfaces experienced further relief reduction from Pleistocene glaciation.
DOI: 10.25422/azu.data.22068719.v1
title: The rise and fall of Laramide topography and the sediment evacuation from Wyoming

description: The modern topography within the Laramide region consists of high-relief ranges and high-elevation low-relief (HELR) surfaces separated by intraforeland basins. However, the timing and development of this topography within the type-locality of the Wyoming Laramide province is poorly understood. Previous models suggest that the modern topography is a young feature that was acquired after Laramide tectonism, post-Laramide burial, and basin evacuation; however, evidence of such a progression is sparse. We present low-temperature-thermochronological data from two Laramide uplifts in Wyoming, the Wind River and Bighorn Ranges, which document an early record of Laramide exhumation, subsequent reheating, and significant cooling after 10 Ma. Our results indicate that the Laramide ranges were buried by post-Laramide Cenozoic basin fill, creating a low-relief topography by the early Miocene that was reduced due to late Miocene regional incision and basin evacuation. We suggest that HELR surfaces experienced further relief reduction from Pleistocene glaciation.<br><br> <em>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</em> <br>
DOI: 10.18739/a21z41v27
title: Fire influences on above- and belowground carbon stocks in Siberian larch forests

description: We studied larch forests in two regions of Siberia spanning subarctic and Arctic zones: near Yakutsk (subarctic; 62.0621 °N, 129.7773 °E) and near Cherskiy (Arctic; 68.7471 °E, 161.3356 °E). At 9 fire scars in the Arctic study region and 4 fire scars in the subarctic study region, we sampled recently burned and adjacent unburned forest stands to estimate the impacts of wildfire on above- and belowground ecosystem carbon stocks. This data set uses field measurements made in 2018 and 2019 and archived elsewhere on the Arctic Data Center (https://arcticdata.io/catalog/view/doi%3A10.18739%2FA2XG9FB90) to derive the mass of carbon in fine woody debris, coarse woody debris, live shrubs, standing dead trees, live trees, and the soil organic layer.
DOI: 10.5517/ccdc.csd.cc2fn004
title: CCDC 2253545: Experimental Crystal Structure Determination

description: Related Article: N. F. Femi Frederic, D. Arul Dhas, I. Hubert Joe, G. Vinitha|2023|J.Mol.Struct.|1291|135989|doi:10.1016/j.molstruc.2023.135989
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: 10.57745/tllz3b
title: Data time-lag.txt

description: Data for Sr/Ca and Ba/Ca experimental time-lag. 51 individuals, two transects per individual.
DOI: 10.6084/m9.figshare.21642332
title: Data

description: This data supports the publication "Observed forest trait velocities have not kept pace with hydraulic stress from climate change"
DOI: 10.6084/m9.figshare.21642332.v1
title: Data

description: This data supports the publication "Observed forest trait velocities have not kept pace with hydraulic stress from climate change" <br> Daily data of the leaf water potential and percent conductance is available upon request for present day conditions, future conditions with and without leaf area acclimation.
DOI: 10.13140/rg.2.2.19228.46725
title: Visualization of fuzzy set theory generated by AI!
DOI: 10.13140/rg.2.2.32650.24004
title: Visualization of fuzzy set theory generated by AI!
DOI: 10.5281/zenodo.8092637
title: Data sets for 1489798

description: Data sets for 1489798: Dissertation
DOI: 10.5281/zenodo.8092636
title: Data sets for 1489798

description: Data sets for 1489798: Dissertation
DOI: 10.13140/rg.2.2.30553.08804
title: KEL 7-Sistem.pengendalian.manajemen-Organisasi Jasa
DOI: 10.5517/ccdc.csd.cc2fnrtp
title: CCDC 2254283: Experimental Crystal Structure Determination

description: Related Article: Alexey A. Artemjev, Alexey S. Kubasov, Maxim L. Kuznetsov, Mariya V. Grudova, Victor N. Khrustalev, Andreii S. Kritchenkov, Alexander G. Tskhovrebov|2023|CrystEngComm|25|3691|doi:10.1039/D3CE00385J
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.cc2fnrvq
title: CCDC 2254284: Experimental Crystal Structure Determination

description: Related Article: Alexey A. Artemjev, Alexey S. Kubasov, Maxim L. Kuznetsov, Mariya V. Grudova, Victor N. Khrustalev, Andreii S. Kritchenkov, Alexander G. Tskhovrebov|2023|CrystEngComm|25|3691|doi:10.1039/D3CE00385J
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.cc2fnrwr
title: CCDC 2254285: Experimental Crystal Structure Determination

description: Related Article: Alexey A. Artemjev, Alexey S. Kubasov, Maxim L. Kuznetsov, Mariya V. Grudova, Victor N. Khrustalev, Andreii S. Kritchenkov, Alexander G. Tskhovrebov|2023|CrystEngComm|25|3691|doi:10.1039/D3CE00385J
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.4609339
title: Context Dependent Memory Recollection of Correct and False Memories in Virtual Environment

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.7517494
title: Context Dependent Memory Recollection of Correct and False Memories in Virtual Environment

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.7517499
title: Context-dependent memory recall in HMD-based immersive virtual environments

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.4609338
title: Context-dependent memory recall in HMD-based immersive virtual environments

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.7863476
title: Context-dependent memory recall in HMD-based immersive virtual environments

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.8092542
title: Context-dependent memory recall in HMD-based immersive virtual environments

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5281/zenodo.8092672
title: Context-dependent memory recall in HMD-based immersive virtual environments

description: Data represent result of an original VR-based experimental research, which studied human memory recollection in different visual environments. 92 students of psychology using head-mounted VR displays were introduced into a computer-generated virtual environment and asked to memorize presented lists of words. Afterwards, the number of accurate and false memory recollections were measured when participants were placed in the same, respectively different virtual environment.
DOI: 10.5517/ccdc.csd.cc2fns1y
title: CCDC 2254290: Experimental Crystal Structure Determination

description: Related Article: Alexey A. Artemjev, Alexey S. Kubasov, Maxim L. Kuznetsov, Mariya V. Grudova, Victor N. Khrustalev, Andreii S. Kritchenkov, Alexander G. Tskhovrebov|2023|CrystEngComm|25|3691|doi:10.1039/D3CE00385J
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: 10.5683/sp/7pl2wd
title: Concussion and Youth Sports, 2015 [Canada]

description: This survey asks Canadian adults if they ever experienced a concussion playing sports as a child or adult. It also asks about proposed regulations for monitoring and preventing such injuries in youth sports.
DOI: 10.5683/sp/dkxjul
title: Disability in Canada, 2016

description: Conducted in partnership with the Rick Hansen Foundation, this survey examines awareness, perceptions, and attitudes regarding disability and accessibility in Canada.
DOI: 10.6084/m9.figshare.23596692
title: Epigenetic potential and resistance to Salmonella

description: Excel spreadsheet with data. Bird ID= band Id of each bird Sample time= the birds were kept from day 0 to day 14 in the experiment. Epigenetic potential = number of CpG sites in the TLR4 promoter TLR4 expression = relative quantification of TLR4 relative to HMBS house keeping gene via qPCR. Salmonella Burden = amount of salmonella detected via qPCR in the feces of house sparrows over time (log genome equivilents).
DOI: 10.6084/m9.figshare.23596692.v1
title: Epigenetic potential and resistance to Salmonella

description: Excel spreadsheet with data. Bird ID= band Id of each bird Sample time= the birds were kept from day 0 to day 14 in the experiment. Epigenetic potential = number of CpG sites in the TLR4 promoter TLR4 expression = relative quantification of TLR4 relative to HMBS house keeping gene via qPCR. Salmonella Burden = amount of salmonella detected via qPCR in the feces of house sparrows over time (log genome equivilents).
DOI: 10.13140/rg.2.2.28875.36647
title: JIF-New Release June 2023
DOI: 10.13140/rg.2.2.22164.48009
title: JIF-New Release June 2023
DOI: 10.13140/rg.2.2.35586.25282
title: JIF-New Release June 2023
DOI: 10.13140/rg.2.2.11259.28963
title: JIF-New Release June 2023
DOI: 10.13140/rg.2.2.31391.94880
title: JIF-New Release June 2023
DOI: 10.17909/m8sv-1252
title: Data from de Pater et al. ERS observations of Io

description: JWST ERS observations of Io in eclipse from de Pater et al.
DOI: 10.5281/zenodo.8087611
title: Improving cell type identification with Gaussian noise-augmented single-cell RNA-seq contrastive learning

description: The benchmark datasets used to evaluate Gaussian noise augmentation-based scRNA-seq contrastive learning (GsRCL) against scRNA-seq cell-type identification tasks.
description: {"references": ["Tamim Abdelaal, Lieke Michielsen, Davy Cats, Dylan Hoogduin, Hailiang Mei, Marcel J. T. Reinders, and Ahmed Mahfouz. A comparison of automatic cell identification methods for single-cell RNA sequencing data. Genome Biology, 20(194), 2019.", "Jiarui Ding, Xian Adiconis, Sean K Simmons, Monika S Kowalczyk, Cynthia C Hession, Nemanja D Marjanovic, Travis K Hughes, Marc H Wadsworth, Tyler Burks, Lan T Nguyen, et al. Systematic comparison of single- cell and single-nucleus RNA-sequencing methods. Nature biotechnology, 38(6):737\u2013746, 2020.", "Liang Chen, Weinan Wang, Yuyao Zhai, and Minghua Deng. Deep soft K-means clustering with self-training for single-cell RNA sequence data. NAR genomics and bioinformatics, 2(2):lqaa039, 2020."]}
DOI: 10.5281/zenodo.8087610
title: Improving cell type identification with Gaussian noise-augmented single-cell RNA-seq contrastive learning

description: The benchmark datasets used to evaluate Gaussian noise augmentation-based scRNA-seq contrastive learning (GsRCL) against scRNA-seq cell-type identification tasks.
description: {"references": ["Tamim Abdelaal, Lieke Michielsen, Davy Cats, Dylan Hoogduin, Hailiang Mei, Marcel J. T. Reinders, and Ahmed Mahfouz. A comparison of automatic cell identification methods for single-cell RNA sequencing data. Genome Biology, 20(194), 2019.", "Jiarui Ding, Xian Adiconis, Sean K Simmons, Monika S Kowalczyk, Cynthia C Hession, Nemanja D Marjanovic, Travis K Hughes, Marc H Wadsworth, Tyler Burks, Lan T Nguyen, et al. Systematic comparison of single- cell and single-nucleus RNA-sequencing methods. Nature biotechnology, 38(6):737\u2013746, 2020.", "Liang Chen, Weinan Wang, Yuyao Zhai, and Minghua Deng. Deep soft K-means clustering with self-training for single-cell RNA sequence data. NAR genomics and bioinformatics, 2(2):lqaa039, 2020."]}
DOI: 10.5281/zenodo.8092600
title: Replication data for "Large-scale stability and the Greater Horn of Africa long and short rains"

description: Replication data and code for Schwarzwald et al., "Large-scale stability and the Greater Horn of Africa long and short rains". All code needed to replicate this study is available at https://doi.org/10.5281/zenodo.8092685. The latest version of replication code and instructions for use of this dataset can be found at https://github.com/ks905383/gha_stability. The data in this repository allows for the replication of main text figures and analysis. All other data is available per request.
DOI: 10.5281/zenodo.8092599
title: Replication data for "Large-scale stability and the Greater Horn of Africa long and short rains"

description: Replication data and code for Schwarzwald et al., "Large-scale stability and the Greater Horn of Africa long and short rains". All code needed to replicate this study is available at https://doi.org/10.5281/zenodo.8092685. The latest version of replication code and instructions for use of this dataset can be found at https://github.com/ks905383/gha_stability. The data in this repository allows for the replication of main text figures and analysis. All other data is available per request.