cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6868271
title: Genyomyrus donnyi decontaminated gx

description: .
DOI: 10.5519/qd.aq82x6c8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (7 records)
DOI: 10.5281/zenodo.6868402
title: Pollimyrus isidori decontaminated gx

description: .
DOI: 10.5281/zenodo.6868401
title: Pollimyrus isidori decontaminated gx

description: .
DOI: 10.6084/m9.figshare.20341422.v3
title: Stingrays: no longer the silent residents of the sea

description: Press Release and additional multimedia for Fetterplace, L.C., Delgado Esteban, J.J., Pini-Fitzsimmons, J., Gaskell, J. and Wueringer, B.E. (2022), Evidence of sound production in wild stingrays. Ecology. Accepted Author Manuscript e3812. https://doi.org/10.1002/ecy.3812
DOI: 10.5066/p98r3zxe
title: Modeling impacts of drought-induced salinity intrusion on carbon fluxes and storage in tidal freshwater forested wetlands

description: A biogeochemistry model was developed to examine plant gross primary productivity (GPP), net primary productivity (NPP), plant respiration, soil respiration, soil organic carbon sequestration rate and storage under scenarios of drought and normal conditions at Tidal Freshwater Forested Wetlands (TFFW) sites along the Waccamaw River and Savannah River in the Southeastern United States.
DOI: 10.34740/kaggle/dsv/3965784
title: SDN Dataset for DDoS Flooding Attack Detection
DOI: 10.34740/kaggle/dsv/3965948
title: Team Fight Tactics matches
DOI: 10.5281/zenodo.6804787
title: Replication package for: Moral Universalism and the Structure of Ideology

description: This package contains replication material (survey procedures, code, data) for the exhibits in Enke, Rodriguez-Padilla, and Zimmermann (forthcoming), "Moral Universalism and the Structure of Ideology." Review of Economic Studies.
DOI: 10.5281/zenodo.6804786
title: Replication package for: Moral Universalism and the Structure of Ideology

description: This package contains replication material (survey procedures, code, data) for the exhibits in Enke, Rodriguez-Padilla, and Zimmermann (forthcoming), "Moral Universalism and the Structure of Ideology." Review of Economic Studies.
DOI: 10.5517/ccdc.csd.cc25jz2s
title: CCDC 2012305: Experimental Crystal Structure Determination

description: Related Article: Colin A. Gould, Jonathan Marbey, Veacheslav Vieru, David A. Marchiori, R. David Britt, Liviu F. Chibotaru, Stephen Hill, Jeffrey R. Long|2021|Nature Chemistry|13|1001|doi:10.1038/s41557-021-00737-8
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.cc25jz3t
title: CCDC 2012306: Experimental Crystal Structure Determination

description: Related Article: Colin A. Gould, Jonathan Marbey, Veacheslav Vieru, David A. Marchiori, R. David Britt, Liviu F. Chibotaru, Stephen Hill, Jeffrey R. Long|2021|Nature Chemistry|13|1001|doi:10.1038/s41557-021-00737-8
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.cc25jz4v
title: CCDC 2012307: Experimental Crystal Structure Determination

description: Related Article: Colin A. Gould, Jonathan Marbey, Veacheslav Vieru, David A. Marchiori, R. David Britt, Liviu F. Chibotaru, Stephen Hill, Jeffrey R. Long|2021|Nature Chemistry|13|1001|doi:10.1038/s41557-021-00737-8
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: 10.6073/pasta/31211115151b957592dbb2733d4e936f
title: Disturbance to monitoring plots at Altamaha River Plant Transition Sites SCSA, ZSC1, and ZSC2 from 2013 to 2021.

description: We established permanent vegetation monitoring plots at Altamaha River plant transition sites in 2012. Starting in 2013, when we recorded plant sizes, we also noted any disturbance to the plots. Plots were scored as normal (no visible disturbance), disturbed by wrack (wrack present in plots and stems dead or broken), disturbed by snails (&gt;100 Littoraria per square meter and plant biomass low), disturbed by pigs (animal trail through the plot), initial slump (plot at the creekbank sliding into the creek based on movement of pvc poles or formation of a crevasse), and terminal slump (plot had slid far enough down that vegetation had drowned). Plots that experienced terminal slump or could not be found for any reason were scored as lost. Lost plots were replaced with a new plot in the same general area with the plot code incremented by 10. For example if plot 3 was lost, it was replaced by 13, and then in turn by 23.
DOI: 10.21227/7khj-bd03
title: Magnetic Core Loss with Superimposed DC Bias

description: This dataset aims to provide more insight into magnetic core losses at high frequency (MHz range) with superimposedDC bias in ferrites. The tested MnZn ferrite has a nominal relative permeability of 1500 (PC50) and 800 (PC200), which was tested at frequency from 500 kHz to 3 MHz.The DC bias appears to create a shift in the Steinmetz parameters, in particular the ki and β are affected the most.Higher DC bias creates higher losses gain and higher operating frequency makes the relative losses increase lower.Finally, the Steinmetz Premagnetization Graph (SPG) + iGSE method and Artificial Neural Network (ANN) method are used to create a core losses prediction model.As the result, the maximum error of 20% and 37% were found for SPG and ANN method respectively, while the average errors are 5.4% and 7%.
DOI: 10.5281/zenodo.6862565
title: Cross-site Canopy Leaf Temperature and associated Environmental Data

description: This dataset includes canopy leaf temperature along with meteorology, flux, and radiation data from 6 forest sites in North and Central America. Canopy temperature (Tcan) data are based on thermal images to understand how Tcan varies with Tair and with environmental conditions. Importantly, these measurements span multiple growing seasons and are near-continuous in nature, as they were collected by thermal cameras mounted on eddy covariance towers that also measured a wide range of co-located environmental variables, including Tair, relative humidity, wind speed and direction, short- and long wave radiation, soil moisture and temperature, and ecosystem-atmosphere exchanges of CO<sub>2</sub>, H<sub>2</sub>O, and energy. We necessarily averaged multiple leaves in each region of interest at each site, and we then averaged multiple thermal images into hourly data, so some extremes in Tcan are not captured.
DOI: 10.5281/zenodo.6862564
title: Cross-site Canopy Leaf Temperature and associated Environmental Data

description: This dataset includes canopy leaf temperature along with meteorology, flux, and radiation data from 6 forest sites in North and Central America. Canopy temperature (Tcan) data are based on thermal images to understand how Tcan varies with Tair and with environmental conditions. Importantly, these measurements span multiple growing seasons and are near-continuous in nature, as they were collected by thermal cameras mounted on eddy covariance towers that also measured a wide range of co-located environmental variables, including Tair, relative humidity, wind speed and direction, short- and long wave radiation, soil moisture and temperature, and ecosystem-atmosphere exchanges of CO<sub>2</sub>, H<sub>2</sub>O, and energy. We necessarily averaged multiple leaves in each region of interest at each site, and we then averaged multiple thermal images into hourly data, so some extremes in Tcan are not captured.
DOI: 10.5281/zenodo.5793223
title: ESCorpus-PE: A speech emotional dataset in Spanish with Peruvian accent

description: ESCorpus-PE dataset contains emotional utterances of Spanish peruvian speech gathered from Spanish interviews, TV reports, political debate and testimonials. It contains 3749 utterances of three emotional dimensions: Valence, Arousal and Dominance. There are 80 speakers (44 male and 36 female). This data was created from Youtube audios. These audios were selected following a specific criteria specified in the paper: ESCorpus-PE: A speech emotional database in Spanish with Peruvian accent, in the section Methods/Audio/Video Selection. Anyone can use this data only for research purposes. More details on <br> https://github.com/Alessandra-UNSA/Peruvian_Spanish_Corpus
description: This work was funded by CONCYTEC-PROCIENCIA within the framework of the call E038-01 [Contract No. 014-2019FONDECYT-BM-INC.INV].
DOI: 10.5281/zenodo.5793222
title: ESCorpus-PE: A speech emotional dataset in Spanish with Peruvian accent

description: ESCorpus-PE dataset contains emotional utterances of Spanish peruvian speech gathered from Spanish interviews, TV reports, political debate and testimonials. It contains 3749 utterances of three emotional dimensions: Valence, Arousal and Dominance. There are 80 speakers (44 male and 36 female). This data was created from Youtube audios. These audios were selected following a specific criteria specified in the paper: ESCorpus-PE: A speech emotional database in Spanish with Peruvian accent, in the section Methods/Audio/Video Selection. Anyone can use this data only for research purposes. More details on <br> https://github.com/Alessandra-UNSA/Peruvian_Spanish_Corpus
description: This work was funded by CONCYTEC-PROCIENCIA within the framework of the call E038-01 [Contract No. 014-2019FONDECYT-BM-INC.INV].
DOI: 10.5281/zenodo.6868629
title: Pentamera pediparva decontaminated gx

description: .
DOI: 10.5281/zenodo.6868628
title: Pentamera pediparva decontaminated gx

description: .
DOI: 10.5281/zenodo.6868757
title: Pseudotulostoma volvatum decontaminated gx

description: .
DOI: 10.5281/zenodo.6868756
title: Pseudotulostoma volvatum decontaminated gx

description: .
DOI: 10.5281/zenodo.6861743
title: Survey and case studies information in South Asia

description: Supplementary information from South Asia component of the CLACSO IDRC Research Assessment Project.
description: See readme.txt file for folder structure and notes accompanying the supplementary information
DOI: 10.5281/zenodo.6861742
title: Survey and case studies information in South Asia

description: Supplementary information from South Asia component of the CLACSO IDRC Research Assessment Project.
description: See readme.txt file for folder structure and notes accompanying the supplementary information
DOI: 10.5281/zenodo.6868808
title: Erythroxylum glaucum decontaminated gx

description: .
DOI: 10.5281/zenodo.6868807
title: Erythroxylum glaucum decontaminated gx

description: .
DOI: 10.5281/zenodo.6868848
title: Erythroxylum haughtii decontaminated gx

description: .
DOI: 10.5281/zenodo.6868847
title: Erythroxylum haughtii decontaminated gx

description: .
DOI: 10.18112/openneuro.ds004212.v1.0.1
title: THINGS-MEG
DOI: 10.5281/zenodo.6615707
title: Reproducibility material for ground motion validation of hybrid models

description: Code and data repository to reproduce research on the effect of model hybridization on ground motion prediction.
description: Southern California Earthquake Center research award 18074 (RA, PP) Southern California Earthquake Center research award 19014 (RA, PP) Southern California Earthquake Center research award 20023 (RA, PP) Southern California Earthquake Center research award 21059 (RA, PP) Society of Exploration Geophysicists Foundation scholarship (RA) Harvard Radcliffe Institute fellowship (PP)
DOI: 10.5281/zenodo.6868907
title: Erythroxylum hondense decontaminated gx

description: .
DOI: 10.5281/zenodo.6868906
title: Erythroxylum hondense decontaminated gx

description: .
DOI: 10.6084/m9.figshare.19407023
title: Historical Reconstruction and Contemporary Plot Data for the Malheur National Forest

description: Data on historical and contemporary forest structure and composition from the Malheur National Forest used to predict fire effects and compare those effects to historical conditions. Data collection and plot descriptions are included in: Johnston, J. D., J. D. Bailey, and C. J. Dunn. 2016. Influence of fire disturbance and biophysical heterogeneity on pre-settlement ponderosa pine and mixed conifer forests. Ecosphere 7:1–19.Johnston, J. D., C. J. Dunn, M. J. Vernon, J. D. Bailey, B. A. Morrissette, and K. E. Morici. 2018. Restoring historical forest conditions in a diverse inland Pacific Northwest landscape. Ecosphere 9:1–23.
DOI: 10.5281/zenodo.6846161
title: Dataset (MATLAB format) from Yang et al (2022) Thalamus-driven functional populations in frontal cortex support decision-making. Nat. Neurosci.

description: <strong>Summary</strong> These experiments measure neuronal responses from the left hemisphere of premotor cortex (anterior lateral motor cortex, ALM) of adult mice performing pole location discrimination with a short-term memory. In a subset of the recordings, we inactivate activity of one of the brain regions providing inputs to ALM (ipsilateral S1/S2, contralateral ALM, and ipsilateral Thal<sub>ALM</sub>) in some trials. This dataset contains data from 9626 single units, 73 mice, 347 sessions. The dataset is described as “the primary dataset” in the paper below. The experiments (including experiment methods) are described in the paper. <em>Yang W, Tipparaju SL, Chen G, Li N, (2022). Thalamus-driven functional populations in frontal cortex activity supports decision-making. Nat Neurosci, in press.</em> The second dataset used in the paper can be downloaded also from Zenodo at <pre>https://doi.org/10.5281/zenodo.6713616</pre> <strong>How to cite the data</strong> If you publish any work using the data, please cite the Chen et. al., (2021) publication above and also cite the dataset in the following recommended format: Li N (2022); Data and simulations related to: Thalamus-driven functional populations in frontal cortex activity supports decision-making. Yang et al (2022) Nat Neurosci. http://dx.doi.org/10.5281/zenodo.6846161 <strong>How to get started</strong> Once downloaded 1) unzip “<strong>func</strong>” 2) unzip "<strong>scripts</strong>" 3) Run any scripts "<strong>demo_*.m</strong>" within "<strong>scripts</strong>" A collection of analyses scripts that reproduce figures in " Yang et al (2022)" is included in the folder "<strong>\scripts\</strong>" <strong>demo_compute_activity_modes_independentTrials.m</strong> – plot t-SNE embedding and all the response profile clusters; plots PSTHs from an example cluster; plots neurons connected to S1/S2, cALM, ThalALM on the t-SNE. <strong>demo_compute_tSNE_embedding.m</strong> – t-SNE embedding of neuronal response profiles (based on PSTH shape) <strong>demo_compute_activity_modes.m</strong> – compute activity modes from neuronal population responses. <strong>demo_compute_selectivity_vector_stability.m</strong> – analysis of selectivity vectors
DOI: 10.5281/zenodo.6846160
title: Dataset (MATLAB format) from Yang et al (2022) Thalamus-driven functional populations in frontal cortex support decision-making. Nat. Neurosci.

description: <strong>Summary</strong> These experiments measure neuronal responses from the left hemisphere of premotor cortex (anterior lateral motor cortex, ALM) of adult mice performing pole location discrimination with a short-term memory. In a subset of the recordings, we inactivate activity of one of the brain regions providing inputs to ALM (ipsilateral S1/S2, contralateral ALM, and ipsilateral Thal<sub>ALM</sub>) in some trials. This dataset contains data from 9626 single units, 73 mice, 347 sessions. The dataset is described as “the primary dataset” in the paper below. The experiments (including experiment methods) are described in the paper. <em>Yang W, Tipparaju SL, Chen G, Li N, (2022). Thalamus-driven functional populations in frontal cortex activity supports decision-making. Nat Neurosci, in press.</em> The second dataset used in the paper can be downloaded also from Zenodo at <pre>https://doi.org/10.5281/zenodo.6713616</pre> <strong>How to cite the data</strong> If you publish any work using the data, please cite the Chen et. al., (2021) publication above and also cite the dataset in the following recommended format: Li N (2022); Data and simulations related to: Thalamus-driven functional populations in frontal cortex activity supports decision-making. Yang et al (2022) Nat Neurosci. http://dx.doi.org/10.5281/zenodo.6846161 <strong>How to get started</strong> Once downloaded 1) unzip “<strong>func</strong>” 2) unzip "<strong>scripts</strong>" 3) Run any scripts "<strong>demo_*.m</strong>" within "<strong>scripts</strong>" A collection of analyses scripts that reproduce figures in " Yang et al (2022)" is included in the folder "<strong>\scripts\</strong>" <strong>demo_compute_activity_modes_independentTrials.m</strong> – plot t-SNE embedding and all the response profile clusters; plots PSTHs from an example cluster; plots neurons connected to S1/S2, cALM, ThalALM on the t-SNE. <strong>demo_compute_tSNE_embedding.m</strong> – t-SNE embedding of neuronal response profiles (based on PSTH shape) <strong>demo_compute_activity_modes.m</strong> – compute activity modes from neuronal population responses. <strong>demo_compute_selectivity_vector_stability.m</strong> – analysis of selectivity vectors
DOI: 10.6084/m9.figshare.19406954
title: Species-Level Mortality Model GLMM Output

description: Standardized and Unstandardized GLMM outputs and estimates of tree mortality based on remotely sensed fire severity and tree diameter.
DOI: 10.6084/m9.figshare.19406954.v1
title: Species-Level Mortality Model GLMM Output

description: Standardized and Unstandardized GLMM outputs and estimates of tree mortality based on remotely sensed fire severity and tree diameter.
DOI: 10.21227/aj1c-r684
title: audit committee disclosure report

description: The data of the AC report are collected from the website JUCHAO(http://www.cninfo.com) through the crawler process of Python. The text feature data is obtained by computing AC reports with the machine learning and text analysis methods of Python. The data includes 1349 firms from 2014-2019, with 6987 observations.
DOI: 10.5281/zenodo.6868983
title: Porricondyla nigripennis decontaminated gx

description: .
DOI: 10.5281/zenodo.6868982
title: Porricondyla nigripennis decontaminated gx

description: .
DOI: 10.5281/zenodo.6858053
title: The Maven Central 2022 Dataset

description: We present the Maven Central 2022 Dataset (MC22), based on a snapshot of Maven Central dated April<br> 4, 2022, for our replication study and future scientific work. The dataset contains metadata on jars in Maven Central and evolution metrics on syntactically SemVer-adhering<br> artifacts. It can be used to answer questions like: How often and when are updates of existing components<br> published? How do version tags look like and how do their syntactical forms change over time? How<br> common is the use of deprecation tags? and many more. The dataset contains three groups of information: Metadata on all jars in the snapshot, metrics on an-<br> alyzed upgrades and metrics on analyzed components. The metrics are calculated seperately regarding<br> three types of elements: public classes, public methods and protected methods.
DOI: 10.5281/zenodo.6858052
title: The Maven Central 2022 Dataset

description: We present the Maven Central 2022 Dataset (MC22), based on a snapshot of Maven Central dated April<br> 4, 2022, for our replication study and future scientific work. The dataset contains metadata on jars in Maven Central and evolution metrics on syntactically SemVer-adhering<br> artifacts. It can be used to answer questions like: How often and when are updates of existing components<br> published? How do version tags look like and how do their syntactical forms change over time? How<br> common is the use of deprecation tags? and many more. The dataset contains three groups of information: Metadata on all jars in the snapshot, metrics on an-<br> alyzed upgrades and metrics on analyzed components. The metrics are calculated seperately regarding<br> three types of elements: public classes, public methods and protected methods.
DOI: 10.5066/p9n8pr8c
title: Estimated crop irrigation water use withdrawals in Sacramento Valley Groundwater Basin, Arizona for 2021

description: Observations of irrigated agricultural land within the Sacramento Valley Groundwater Basin in Arizona. Crops were verified in situ once in 2021 on May 21st; based on digitized field boundaries. Field boundaries were digitized from U.S. Department of Agriculture, National Agricultural Imagery Program images dated 2021 and supplemented with Landsat and Sentinel2 imagery collections accessed via the Sentinel Hub, Sentinel Playground (https://apps.sentinel-hub.com/sentinel-playground). Satellite images were also used to identify the length of the growing season and crop condition. Water withdrawals were calculated using the modified Blaney-Criddle model of calculating consumptive use (U.S. Bureau of Reclamation, 1992 appendix A) using [...]
DOI: 10.6084/m9.figshare.20332407
title: Maternal effects do not resolve the paradox of stasis in birth weight in a wild mammal.

description: Individual phenotypic data on birth weight, suvival, and breeding success in red deer (<em>Cervus elaphus</em>), and associated pedigree data. See ‘Data_description.txt’ for more details. Please contact the authors if you plan to use this data.
DOI: 10.6084/m9.figshare.20344047.v1
title: Supplemental 3 (DEGs).xlsx

description: Liver and muscle transcriptomic data
DOI: 10.6084/m9.figshare.20344047
title: Supplemental 3 (DEGs).xlsx

description: Liver and muscle transcriptomic data
DOI: 10.5281/zenodo.6869053
title: Erythroxylum plowmanianum decontaminated gx

description: .
DOI: 10.5281/zenodo.6869052
title: Erythroxylum plowmanianum decontaminated gx

description: .
DOI: 10.5281/zenodo.6869098
title: Paracaudina chilensis decontaminated gx

description: .
DOI: 10.5281/zenodo.6869097
title: Paracaudina chilensis decontaminated gx

description: .
DOI: 10.6084/m9.figshare.15026379
title: Ob Ms Supplementals

description: Supplemental mapping data, PCA plots, and differentially expressed genes for RNAseq data presented in the manuscript titled "Transcriptomic Responses are Sex-Dependent in the Skeletal Muscle and Liver in Offspring of Obese Mice"<b></b>
DOI: 10.6084/m9.figshare.15026379.v1
title: Ob Ms Supplementals

description: Supplemental mapping data, PCA plots, and differentially expressed genes for RNAseq data presented in the manuscript titled "Transcriptomic Responses are Sex-Dependent in the Skeletal Muscle and Liver in Offspring of Obese Mice"<b></b>
DOI: 10.5517/ccdc.csd.cc28mzfb
title: CCDC 2104572: Experimental Crystal Structure Determination

description: Related Article: Alex Ketzer, Érica G. Oliveira, Sarah F. Coelho, Yuri G. Kappenberg, Felipe S. Stefanello, Nilo Zanatta, Marcos A.P. Martins, Clarissa P. Frizzo, Helio G. Bonacorso|2022|J.Mol.Struct.|1267|133617|doi:10.1016/j.molstruc.2022.133617
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.