cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10834739
title: QPE uncertainty assessment over Iowa

description: This repository has several Hydrologic discharge simulation runs made using two QPE products (MRMS and IFC) altered by a multiplicative factor oscillating between 0.1 and 5. The simulations are recorded at the USGS gauges with observations in Iowa between 2015 and 2022. Additionally, we included the performance metrics and the code to generate the analysis developed for the manuscript titled: "Assessing the Impact of Radar-Rainfall Uncertainty on Streamflow Prediction."

The data on this repo contains three compressed files:



hlm_runs.rar: Holds the hydrologic model runs using both QPEs and the multiplicative factor.

performance.rar: It has a summary of the performance metrics and a folder with the raw performance at each gauge.

rainfall.rar: Has the rainfall computed at each watershed using COOP gauges (folder), as well as the results for MRMS and IFCA?


All the data was stored in gzip compressed parquet format using Pandas.
DOI: 10.5281/zenodo.10833725
title: Water Points

description: Water Points
DOI: 10.5281/zenodo.10833726
title: Water Points

description: Water Points
DOI: 10.13012/b2idb-4930709_v1
title: Select trajectories, simulation setup, and analysis for "The structure and physical properties of a packaged bacteriophage particle"

description: Simulation trajectory data and scripts for Nature manuscript "The structure and physical properties of a packaged bacteriophage particle" that reports the all-atom structure of a complete HK97 virion, including its entire 39,732 base pair genome, obtained through multi-resolution simulations.
DOI: 10.13012/b2idb-5847605_v1
title: Datasets for Phylogeny and historical biogeography of leafhopper subfamily Coelidiinae (Hemiptera: Cicadellidae) based on morphological and molecular data

description: The included files were used to reconstruct the phylogeny of Coelidiinae using combined morphological and molecular data, estimate divergence times and reconstruct ancestral biogeographic areas as described in the manuscript submitted for publication. The file “Coelidiinae_dna_morph_combined.nex” is a text file in standard NEXUS format used by various phylogenetic analysis programs. This file includes the aligned and concatenated nucleotide sequences or five gene regions (mitochondrial COI and 16S, and nuclear 28S D-2, histone H3, histone H2A and wingless) indicated by standard “ACGT” nucleotide symbols with missing data indicated by “?”, and morphological character data as defined in Table S3 used in the analyses. The data partitions are indicated toward the end of the file by ranges of numbers (“charset Subset 1 – 4” for the DNA data and “charset morph” for the morphological characters) followed by commands for the phylogenetic analysis program MrBayes that specify the model settings for each data partition. Detailed data on species included (as rows) in the dataset, including collection localities and GenBank accession numbers are provided in the Table_S1_Specimen_information.csv file. The file "TablesS2-S4.pdf" lists the primers used for polymerase chain reaction amplification, the list of morphological character definitions, and the morphological character matrix. The file “RASP_Distribution.csv” contains a list of the species included in the phylogenetic dataset (first column) and a code (second column) indicating their distributions as follows: (A) Oriental, (B) Palaearctic, (C) Australian, (D) Afrotropical, (E) Neotropical, and (F) Nearctic. More than one letter indicates that the species occurs in more than one region. The file "infile_for_BEAST.txt" is the input file in XML format used for the molecular divergence time analysis using the program BEAST (Bayesian Evolutionary Analysis by Sampling Trees) as described in the Methods section of the manuscript. This file includes comments that document the steps of the analysis.
DOI: 10.3886/icpsr38050.v2
title: Kickstarter Data, Global, 2009-2020
title: Version 2

description: Launched on April 28, 2009, Kickstarter is a Public Benefit Corporation based in Brooklyn, New York. It is a global crowdfunding platform that helps to fund new creative projects and ideas through direct support from individuals (backers) from around the world who pledge money to bring these projects and ideas to life.
Kickstarter supports many different kinds of projects. Everything from films, games, and music to art, design, and technology. Funding on Kickstarter is based on the all-or-nothing model. Backers who pledge their support towards a particular project won't be charged unless the funding goal has been reached. Successfully funded projects reward their backers with one-of-a-kind experiences, e.g., limited editions, or copies of the creative work being produced.
This study includes three datasets: (1) Kickstarter Project (public-use file), (2) Backer Location file, and (3) Kickstarter Project (restricted-use file). The public-use Kickstarter Project dataset contains detailed information about all successful and unsuccessful Kickstarter projects (N=506,199) from 2009-2020, including the project category and subcategory, project location (city, state (for U.S.-based projects), and country), funding goal in original and U.S. currencies, amount pledged in dollars, and the number of backers for each project. The restricted file adds the project title, 150-character project description, and the URL for the project on the Kickstarter site. The Backer Location dataset includes information about backers' country and state and the total amount pledged for each geographic location.
description: Kickstarter Project Public-Use Data (DS1): This file includes 506199 cases and 22 variables about projects on Kickstarter including: project category, location, launch and end dates, the currency used to fund the project, project goals and amount raised in the original currency as well as USD, number of backers, and project status.

Kickstarter Project Restricted-Use Data (DS2): This file includes 506199 cases and 22 variables about projects on Kickstarter including: project name, summary, category, location, launch and end dates, the currency used to fund the project, project goals and amount raised in the original currency as well as USD, number of backers, project status, and the project URL.

Backer Location (DS3):This file contains 1048575 cases and 6 variables about the demographics of people that donated to Kickstarter projects, including: location, number of backers, and total amount donated in USD.
description: Datasets: 
DS0: Study-Level Files
DS1: Kickstarter Project Public-Use Data
DS2: Kickstarter Project Restricted-Use Data
DS3: Backer Location
description: Creative projects that seek crowdfunding from backers through Kickstarter. Smallest Geographic Unit: City
description: record abstracts
DOI: 10.57967/hf/1917
title: SADC-Situation-Awareness-for-Driver-Centric-Driving-Style-Adaptation
DOI: 10.3886/e199084
title: Spatial inequality in prices and wages within a late-developing economy: Serbia, 1863-1910

description: Serbia emerged as a small independent nation-state in the economic periphery of nineteenth-century Europe. This article leverages uniquely abundant town-level data to examine spatial inequality in prices and wages within this late-developing economy. I first build a new dataset on prices of traded and household goods, and wages of skilled and unskilled workers for a panel of 42 urban settlements in Serbia, in the period from 1863 to 1910. I apply the welfare ratio approach to calculate real wages of day labourers and masons. Second, I find strong spatial convergence in grain prices and costs of living, but divergence in wages, both nominal and real. Lastly, I investigate the determinants of price convergence and wage divergence with panel-data models. The results suggest that falling transport costs decreased price gaps between locations, whereas rising population differences increased inter-urban wage gaps.
DOI: 10.3886/e199084v1
title: Spatial inequality in prices and wages within a late-developing economy: Serbia, 1863-1910

description: Serbia emerged as a small independent nation-state in the economic periphery of nineteenth-century Europe. This article leverages uniquely abundant town-level data to examine spatial inequality in prices and wages within this late-developing economy. I first build a new dataset on prices of traded and household goods, and wages of skilled and unskilled workers for a panel of 42 urban settlements in Serbia, in the period from 1863 to 1910. I apply the welfare ratio approach to calculate real wages of day labourers and masons. Second, I find strong spatial convergence in grain prices and costs of living, but divergence in wages, both nominal and real. Lastly, I investigate the determinants of price convergence and wage divergence with panel-data models. The results suggest that falling transport costs decreased price gaps between locations, whereas rising population differences increased inter-urban wage gaps.
DOI: 10.5519/qd.u96nf09t
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1481 records)
DOI: 10.5281/zenodo.10833737
title: Machining Simulated Data, Modal 1, 4 Cutting Teeth

description: This is a simulated data set for machining data based on the work done by T. Schmitz, K. Smith, Machining Dynamics: Frequency Response to Improved Productivity, Second Edition (Springer, New York, NY, 2019).

This is Modal 1, with 4 cutting teeth across forces from 600-800
DOI: 10.5281/zenodo.10833738
title: Machining Simulated Data, Modal 1, 4 Cutting Teeth

description: This is a simulated data set for machining data based on the work done by T. Schmitz, K. Smith, Machining Dynamics: Frequency Response to Improved Productivity, Second Edition (Springer, New York, NY, 2019).

This is Modal 1, with 4 cutting teeth across forces from 600-800
DOI: 10.5281/zenodo.7861158
title: Net primary production from the Behrenfeld-CbPM, Westberry-CbPM and Silsbe-CAFE algorithms - HYCOM MLD 0.125 Criterion

description: Net primary production (mg C m<sup>-2</sup> d<sup>-1</sup>) calculated from the Behrenfeld-CbPM, Westberry-CbPM and Silsbe-CAFE algorithms. MLD data taken from HYCOM using the density criterion of 0.125 kg m<sup>-3</sup>. Data on a regular 25km grid at a 8 day resolution.
DOI: 10.5281/zenodo.8318272
title: Net primary production from the Behrenfeld-CbPM, Westberry-CbPM and Silsbe-CAFE algorithms - HYCOM MLD 0.125 Criterion

description: Net primary production (mg C m<sup>-2</sup> d<sup>-1</sup>) calculated from the Behrenfeld-CbPM, Westberry-CbPM and Silsbe-CAFE algorithms. MLD data taken from HYCOM using the density criterion of 0.125 kg m<sup>-3</sup>. Data on a regular 25km grid at a 8 day resolution. Fixed minor issues with: 1. Conversion of bbp(443) to phytoplankton carbon 2. Missing values at ~180W
DOI: 10.6084/m9.figshare.25431736
title: demonstration_dataset.rds

description: Dataset for the demonstration of PLOS ONE submission
DOI: 10.6084/m9.figshare.25431736.v1
title: demonstration_dataset.rds

description: Dataset for the demonstration of PLOS ONE submission
DOI: 10.5281/zenodo.10818785
title: Functional Connectivity Development along the Sensorimotor-Association Axis Enhances the Cortical Hierarchy

description: Human cortical maturation has been posited to be organized along the sensorimotor-association axis, a hierarchical axis of brain organization that spans from unimodal sensorimotor cortices to transmodal association cortices. Here, we investigate the hypothesis that the development of functional connectivity during childhood through adolescence conforms to the cortical hierarchy defined by the sensorimotor-association axis. We tested this pre-registered hypothesis in four large-scale, independent datasets (total n = 3,355; ages 5-23 years): the Philadelphia Neurodevelopmental Cohort (n = 1,207), Nathan Kline Institute-Rockland Sample (n = 397), Human Connectome Project: Development (n = 625), and Healthy Brain Network (n = 1,126). Across datasets, the development of functional connectivity systematically varied along the sensorimotor-association axis. Connectivity in sensorimotor regions increased, whereas connectivity in association cortices declined, refining and reinforcing the cortical hierarchy. These consistent and generalizable results establish that the sensorimotor-association axis of cortical organization encodes the dominant pattern of functional connectivity development.
DOI: 10.5281/zenodo.10818786
title: Functional Connectivity Development along the Sensorimotor-Association Axis Enhances the Cortical Hierarchy

description: Human cortical maturation has been posited to be organized along the sensorimotor-association axis, a hierarchical axis of brain organization that spans from unimodal sensorimotor cortices to transmodal association cortices. Here, we investigate the hypothesis that the development of functional connectivity during childhood through adolescence conforms to the cortical hierarchy defined by the sensorimotor-association axis. We tested this pre-registered hypothesis in four large-scale, independent datasets (total n = 3,355; ages 5-23 years): the Philadelphia Neurodevelopmental Cohort (n = 1,207), Nathan Kline Institute-Rockland Sample (n = 397), Human Connectome Project: Development (n = 625), and Healthy Brain Network (n = 1,126). Across datasets, the development of functional connectivity systematically varied along the sensorimotor-association axis. Connectivity in sensorimotor regions increased, whereas connectivity in association cortices declined, refining and reinforcing the cortical hierarchy. These consistent and generalizable results establish that the sensorimotor-association axis of cortical organization encodes the dominant pattern of functional connectivity development.
DOI: 10.5281/zenodo.10835040
title: Machining Simulated Data, Modal 1, 6 Cutting Teeth

description: This is a simulated data set for machining data based on the work done by T. Schmitz, K. Smith, Machining Dynamics: Frequency Response to Improved Productivity, Second Edition (Springer, New York, NY, 2019).

This is Modal 1, with 6 cutting teeth across forces from 600-800
DOI: 10.5281/zenodo.10835041
title: Machining Simulated Data, Modal 1, 6 Cutting Teeth

description: This is a simulated data set for machining data based on the work done by T. Schmitz, K. Smith, Machining Dynamics: Frequency Response to Improved Productivity, Second Edition (Springer, New York, NY, 2019).

This is Modal 1, with 6 cutting teeth across forces from 600-800
DOI: 10.25934/pr00009734
title: Merging data from acute stroke secondary prevention trials for analysis of stroke recurrence risks

description: Stroke is a common and often devastating condition in which blockage of blood flow to a part of the brain leads to its destruction, with corresponding loss of function, potentially impairing movements of limbs or face, speaking or comprehension, peripheral vision, or coordination and balance. Stroke is the leading cause of long-term disability world-wide, as well as a frequent reason for death. In the United States, some 800,000 persons suffer strokes each year, and over 100,000 die. After an initial minor stroke or transient ischemic attack (TIA), the risk of another stroke is increased, particularly in the initial few days. Recent major clinical trials of immediate preventative treatments after stroke or TIA provide a wealth of information about the timing of recurrence of stroke and of other outcomes of interest, and of clinical features of the subjects that may influence these risks. 

We have shown in secondary analyses of data from the POINT, SOCRATES, and THALES trials that the timing of stroke recurrence points to patients being in a temporary vulnerable state following the initial stroke or TIA, with a high risk of another stroke, that transitions over time to a more stabilized state where patients are at lower risk for stroke recurrence. The insights gained from analyses like this can provide important guidance for the appropriate design of clinical trials aiming for secondary stroke prevention, supporting the development of therapeutic interventions. To do so in a statistically reliable fashion requires large numbers of subjects and observations. By merging the data records from the POINT, SOCRATES, and THALES trials into a single large dataset, adequate numbers of observations will be included. Merging the datasets of the separate trials requires harmonizing the data, which means recognizing and correcting for differences in the ways that the individual trials defined or categorized certain patient variables so that the combined data accurately represent the results from each of the trials. Merging these harmonized trial datasets into a single large well-annotated dataset will allow for a powerful analysis of what factors determine stroke recurrence, and what treatments show promise in preventing recurrence.
DOI: 10.6084/m9.figshare.24727515
title: Determination of quinclorac and quinclorac methyl ester in honey by online SPE-UPLC-MS/MS

description: A method employing online solid phase extraction (SPE) coupled to UPLC-MS/MS was developed for the determination of residues of the acid herbicide quinclorac plus its transformation product, quinclorac methyl ester, in honey. The analytical method involved dissolving the honey in a mixture of methanol:water followed by direct injection into a two-dimensional UPLC system which is used to perform an automated SPE cleanup on a reusable phenyl cartridge prior to the target analytes being transferred onto an analytical UPLC column for subsequent chromatographic separation followed by MS/MS detection. The limits of quantitation for quinclorac and quinclorac methyl ester in honey were both set at 0.5 µg kg<sup>−1</sup> and the method detection limit was estimated to be 0.012 µg kg<sup>−1</sup> for each compound. The working analytical range (0.5–100 µg kg<sup>−1</sup>) was validated by analysing a series of spiked replicate honey samples. The method was applied to the analysis of various honeys obtained from numerous different commercial sources. Quinclorac was detected in 9 out of 30 samples at concentrations ranging from 0.6 to 31.5 µg kg<sup>−1</sup>. Quinclorac methyl ester, which is estimated to be significantly more toxic than the parent herbicide itself, was not detected in any honey sample.
DOI: 10.6084/m9.figshare.24727515.v1
title: Determination of quinclorac and quinclorac methyl ester in honey by online SPE-UPLC-MS/MS

description: A method employing online solid phase extraction (SPE) coupled to UPLC-MS/MS was developed for the determination of residues of the acid herbicide quinclorac plus its transformation product, quinclorac methyl ester, in honey. The analytical method involved dissolving the honey in a mixture of methanol:water followed by direct injection into a two-dimensional UPLC system which is used to perform an automated SPE cleanup on a reusable phenyl cartridge prior to the target analytes being transferred onto an analytical UPLC column for subsequent chromatographic separation followed by MS/MS detection. The limits of quantitation for quinclorac and quinclorac methyl ester in honey were both set at 0.5 µg kg<sup>−1</sup> and the method detection limit was estimated to be 0.012 µg kg<sup>−1</sup> for each compound. The working analytical range (0.5–100 µg kg<sup>−1</sup>) was validated by analysing a series of spiked replicate honey samples. The method was applied to the analysis of various honeys obtained from numerous different commercial sources. Quinclorac was detected in 9 out of 30 samples at concentrations ranging from 0.6 to 31.5 µg kg<sup>−1</sup>. Quinclorac methyl ester, which is estimated to be significantly more toxic than the parent herbicide itself, was not detected in any honey sample.
DOI: 10.6084/m9.figshare.25416247.v1
title: <b>A Database</b><b> </b><b>of Electrochemical</b><b> </b><b>Stabilit</b><b>y</b><b> </b><b>Windows</b><b> </b><b>containing </b><b>Over</b><b> </b><b>1400</b><b> </b><b>Solid-State Inorganic Compounds</b>

description: A high-accuracy electrochemical stability window database of 1499 solid-state inorganic compounds.
DOI: 10.25919/pyrd-3e05
title: Parkes observations for project P276 semester 2011APRS_01

description: Timing of multibeam pulsar discoveries
DOI: 10.34740/kaggle/dsv/7878557
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.34740/kaggle/dsv/7878583
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.34740/kaggle/dsv/7878586
title: Data Analyst Job Postings
DOI: 10.34740/kaggle/dsv/7878590
title: Data Scientist - Linkedin Job Postings
DOI: 10.5281/zenodo.10835155
title: "Histopathology Slide Indexing and Search: Are We There Yet?" - UCLA Test Slides

description: In-House UCLA test slides used for the case report in "Histopathology Slide Indexing and Search: Are We There Yet?" submitted to NEJM AI.
DOI: 10.5281/zenodo.10835156
title: "Histopathology Slide Indexing and Search: Are We There Yet?" - UCLA Test Slides

description: In-House UCLA test slides used for the case report in "Histopathology Slide Indexing and Search: Are We There Yet?" submitted to NEJM AI.
DOI: 10.6084/m9.figshare.25431823
title: extracao dos dados.xlsx

description: This study aimed to systematically review the literature to evaluate the effectiveness of virtual reality in reducing anxiety and pain in patients undergoing third molar surgeries. The data from Metanalyse were extracted by excel attached here.
DOI: 10.34740/kaggle/dsv/7878625
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.5517/ccdc.csd.cc1lsm77
title: CCDC 1483419: Experimental Crystal Structure Determination

description: Related Article: Ying Zhang, Chi-Yu Sun, Lin Lin|2023|RSC Advances|13|23396|doi:10.1039/D3RA04150F
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.cc1lslsr
title: CCDC 1483405: Experimental Crystal Structure Determination

description: Related Article: Ying Zhang, Chi-Yu Sun, Lin Lin|2023|RSC Advances|13|23396|doi:10.1039/D3RA04150F
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.cc1lslxw
title: CCDC 1483409: Experimental Crystal Structure Determination

description: Related Article: Ying Zhang, Chi-Yu Sun, Lin Lin|2023|RSC Advances|13|23396|doi:10.1039/D3RA04150F
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.cc2b95wq
title: CCDC 2153783: Experimental Crystal Structure Determination

description: Related Article: Somnath N. Karad, Hayate Saito, Jun Shimokawa, Hideki Yorimitsu|2022|CSD Communication|||
description: Related Article: Somnath N. Karad, Hayate Saito, Jun Shimokawa, Hideki Yorimitsu|2022|J.Org.Chem.|89|3677|doi:10.1021/acs.joc.2c01795
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.