cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/5f07744d33c45
title: Parkes observations for project P1068 semester 2020APRS_04

description: In the fast-moving world of Fast Radio Bursts (FRBs), the key question of what fraction (as high as 100%?) of FRBs emit repeat bursts remains unanswered. Of order 10 repeating FRBs are now known, and their spectro-temporal properties hint at differences with apparently non-repeating bursts - but poor statistics preclude a definitive diagnosis. FRB 180301 is a promising source for further study for multiple reasons: it is the first repeating FRB seen by the FAST telescope, and has the second-highest rotation measure ever seen for a FRB (after the original repeater, FRB121102). We request Parkes observations with the UWL to characterise the broadband emission properties of this FRB, with the following key goals: to constrain the repetition rate, identify any variation of pulse characteristics over time, and provide insight into the emission mechanisms. In its initial detection, FRB 180301 was poorly fit by regular Faraday rotation models, and showed significant circular polarization, which may indicate the progenitor is embedded in an extreme magneto-ionic environment with complex field structure that has not been seen before. These observations will generate a large data volume. We will use the Medusa backend in parallel with the Breakthrough Listen data recorder (BL), and will transfer data to BL immediately after observations.These data will be used by P. Kumar to prototype a FRB pipeline for the UWL, that will be made broadly available for similar studies.
DOI: 10.18434/m32230
title: Optimal Bayesian Experimental Design Version 1.0.1

description: Python module "optbayesexpt" version 1.0.1 uses optimal Bayesian experimental design methods to control measurement settings in order to efficiently determine model parameters. Given a parametric model - analogous to a fitting function - Bayesian inference uses each measurement "data point" to refine model parameters. Using this information, the software suggests measurement settings that are likely to efficiently reduce uncertainties. A TCP socket interface allows the software to be used from experimental control software written in other programming languages. Code is developed in python and shared via GitHub's USNISTGOV organization.
DOI: 10.18434/m32227
title: Active Evaluation Software for Selection of Ground Truth Labels

description: This software repository contains a python package Aegis (Active Evaluator Germane Interactive Selector) package that allows us to evaluate machine learning systems's performance (according to a metric such as accuracy) by adaptively sampling trials to label from an unlabeled test set to minimize the number of labels needed. This includes sample (public) data as well as a simulation script that tests different label-selecting strategies on already labelled test sets. This software is configured so that users can add their own data and system outputs to test evaluation.
DOI: 10.21227/tqq8-an24
title: EEG of Genetic Absence Epilepsy Rats (GAERS)

description: This Dataset contains EEG recordings from epileptic rats. The genetic absence epilepsy rats (GAERS) are one of the best-established rodent models for generalized epilepsy. The rats show seizures with characteristic "spike and wave discharge" EEG patterns. Experiments were performed in accordance with the German law on animal protection and were approved by the Animal Care and Ethics Committee of the University of Kiel.
DOI: 10.15468/xsjjvu
title: FAMILIES TIPULIDAE AND LIMONIIDAE

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ribeiro, Guilherme C., Santos, Daubian (2016): FAMILIES TIPULIDAE AND LIMONIIDAE. Zootaxa 4122 (1): 73-97, DOI: http://dx.doi.org/10.11646/zootaxa.4122.1.14
DOI: 10.5066/p9zstluq
title: Geochronologic data from xenoliths near the Stillwater Complex, Montana

description: The Archean Stillwater Complex, a layered ultramafic-to-mafic intrusion, is exposed along the northern side of the Beartooth Mountains in Montana. To the north of the Stillwater outcrops, a gravity anomaly is located where Phanerozoic rocks may unconformably overlie the complex. These Phanerozoic rocks are intruded by Cretaceous plutons that have gabbroid inclusions that look like metamorphosed rocks of the Stillwater Complex. To determine the age of the inclusions, U-Pb isotopic data were collected on zircon in xenoliths from the Sliderock Mountain and Susie Peak plutons, Montana, using the sensitive high-resolution ion microprobe-reverse geometry (SHRIMP-RG) at Stanford University.
DOI: 10.5519/qd.qocvolgk
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.3937500
title: Modelling of Stably Stratified Atmospheric Boundary Layers with Varying Stratifications

description: This repository contains data that was used for publishing article called <em>Modelling of Stably Stratified Atmospheric Boundary Layers with Varying Stratifications</em>. The repository compliments the publication in the sense that it provides qualitative insight for comparison and exploration. <strong>Keywords</strong>: GABLS1, Open data, Stably-stratified turbulence, Turbulence parametrization The data is stored inside sixteen files. The file names are split into a part that describes variables and part that describes simulation. Here's an example of a file name: budgets.cr0375.csv The first part <em>budgets</em> refers to variables inside the file and the second part <em>cr0375</em> refers to forcing conditions (in this example cooling rate of 0.375 Kelvin per hour) used in the simulation. <strong>Variables</strong>: mean wind speed and mean potential temperature (<em>first_order_stat</em>) variance and covariance variables that describe turbulence properties (<em>second_order_stat)</em> variables in the turbulent kinetic energy and half the temperature variance equations <em>(budgets</em>) contain values for model coefficients that can be used for calculating second order statistics <em>(lambda_beta_coeffs)</em> <strong>Simulations</strong>: cooling rate at the surface 0.25 Kelvin per hour <em>(cr025)</em> cooling rate at the surface 0.375 Kelvin per hour <em>(cr0375)</em> cooling rate at the surface 0.5 Kelvin per hour (<em>cr05)</em> cooling rate at the surface 1.0 Kelvin per hour <em>(cr1)</em> <strong>Note</strong>: The results presented in the repository are taken after the ninth hour of the simulation while the results in the published paper is averaged between the eight and ninth hour. This difference should be negligible.
DOI: 10.5281/zenodo.3937499
title: Modelling of Stably Stratified Atmospheric Boundary Layers with Varying Stratifications

description: This repository contains data that was used for publishing article called <em>Modelling of Stably Stratified Atmospheric Boundary Layers with Varying Stratifications</em>. The repository compliments the publication in the sense that it provides qualitative insight for comparison and exploration. <strong>Keywords</strong>: GABLS1, Open data, Stably-stratified turbulence, Turbulence parametrization The data is stored inside sixteen files. The file names are split into a part that describes variables and part that describes simulation. Here's an example of a file name: budgets.cr0375.csv The first part <em>budgets</em> refers to variables inside the file and the second part <em>cr0375</em> refers to forcing conditions (in this example cooling rate of 0.375 Kelvin per hour) used in the simulation. <strong>Variables</strong>: mean wind speed and mean potential temperature (<em>first_order_stat</em>) variance and covariance variables that describe turbulence properties (<em>second_order_stat)</em> variables in the turbulent kinetic energy and half the temperature variance equations <em>(budgets</em>) contain values for model coefficients that can be used for calculating second order statistics <em>(lambda_beta_coeffs)</em> <strong>Simulations</strong>: cooling rate at the surface 0.25 Kelvin per hour <em>(cr025)</em> cooling rate at the surface 0.375 Kelvin per hour <em>(cr0375)</em> cooling rate at the surface 0.5 Kelvin per hour (<em>cr05)</em> cooling rate at the surface 1.0 Kelvin per hour <em>(cr1)</em> <strong>Note</strong>: The results presented in the repository are taken after the ninth hour of the simulation while the results in the published paper is averaged between the eight and ninth hour. This difference should be negligible.
DOI: 10.5066/p9oqw85i
title: Use of dye-tracing to delineate the recharge area of Manitou Cave, Alabama, towards assessing sensitive stygobiont habitat

description: In 2019, dye tracing investigations were conducted near Manitou Cave in Dekalb County, northeast Alabama. The purpose of the dye tracing was to delineate a recharge area for the stream in Manitou Cave, a 1.7-kilometer-long stream cave and the only known habitat for the Manitou Cavesnail (Antroribus breweri). In 2010, the U.S. Fish and Wildlife Service was petitioned by the Center for Biological Diversity to federally list the Manitou Cavesnail. However, before any listing or vulnerability designation can occur, more knowledge was required, specifically regarding potential threats to the snail. With regards to the Manitou Cavesnail, this required delineating a recharge for the stream in Manitou Cave in order to determine what potential threats might exist in the area draining to the cave. From June 2019 to December 2019 two rounds of dye injections, with four locations per round, were conducted to aid in the effort to delineate the recharge area for Manitou Cave. Following this work, a recharge area of 1.22 square kilometers (0.45 square miles) was delineated for the Manitou Cave stream from two positive traces, as well as utilizing information gathered from positive traces to other springs adjacent to Manitou Cave. References Crawford Hydrology Laboratory, 2019, Karst Groundwater Investigation Procedures, Western Kentucky University, Bowling Green, Kentucky, accessed 1/30/2020, https://dyetracing.com/documents/ . Goldscheider, N., Meiman, J., Pronk, M. and Smart, C., 2008. Tracer tests in karst hydrogeology and speleology. International Journal of speleology, 37(1), pp.27-40. Poulain, A., Rochez, G., Van Roy, J.P., Dewaide, L., Hallet, V. and De Sadelaer, G., 2017. A compact field fluorometer and its application to dye tracing in karst environments. Hydrogeology journal, 25(5), pp.1517-1524.
DOI: 10.7910/dvn/hssl3g/tevr6z
title: ph_bestpath.nii

description: :unav
DOI: 10.7910/dvn/hssl3g/mr3zyr
title: ph.nii

description: :unav
DOI: 10.7910/dvn/hssl3g/tiewur
title: mag.nii

description: :unav
DOI: 10.7910/dvn/hssl3g/v1bo9r
title: ph_true.nii

description: :unav
DOI: 10.7910/dvn/hssl3g/bladwg
title: ph_romeo.nii

description: :unav
DOI: 10.7910/dvn/wdj0ce/ggxf6y
title: 124-5_0063.dcm
DOI: 10.5281/zenodo.3937813
title: Postup metadatovym souborem z Crossrefu2

description: xxx
description: metadata
DOI: 10.5281/zenodo.3937812
title: Postup metadatovym souborem z Crossrefu2

description: xxx
description: metadata
DOI: 10.5281/zenodo.3937809
title: Postup medatatovym souborem z Crossrefu1

description: xxx
DOI: 10.5281/zenodo.3937808
title: Postup medatatovym souborem z Crossrefu1

description: xxx
DOI: 10.7910/dvn/6swki0/p1wvmf
title: ph_prelude.nii

description: :unav
DOI: 10.7910/dvn/6swki0/u2vzai
title: ph.nii

description: :unav
DOI: 10.7910/dvn/6swki0/akbed1
title: ph_romeo.nii

description: :unav
DOI: 10.7910/dvn/6swki0/e1w2b6
title: ph_bestpath.nii

description: :unav
DOI: 10.7910/dvn/6swki0/eorw3p
title: mask.nii

description: :unav
DOI: 10.7910/dvn/6swki0/owhan3
title: mag.nii

description: :unav
DOI: 10.5281/zenodo.3937818
title: Postup metadatovym souborem z Crossrefu4

description: xx
DOI: 10.5281/zenodo.3937817
title: Postup metadatovym souborem z Crossrefu4

description: xx
DOI: 10.5281/zenodo.3937820
title: Postup metadatovym souborem z Crossrefu5

description: xx
DOI: 10.5281/zenodo.3937819
title: Postup metadatovym souborem z Crossrefu5

description: xx
DOI: 10.5281/zenodo.3937822
title: Postup metadatovym souborem z Crossrefu6

description: xx
DOI: 10.5281/zenodo.3937821
title: Postup metadatovym souborem z Crossrefu6

description: xx
DOI: 10.5281/zenodo.3937824
title: Postup metadatovym souborem z Crosrefu7

description: xx
DOI: 10.5281/zenodo.3937823
title: Postup metadatovym souborem z Crosrefu7

description: xx
DOI: 10.5281/zenodo.3937816
title: Postup metadatovym souborem z Crossrefu3

description: xx
DOI: 10.5281/zenodo.3937815
title: Postup metadatovym souborem z Crossrefu3

description: xx
DOI: 10.5525/gla.researchdata.938
title: Photon counting LIDAR at 2.3µm wavelength with superconducting nanowires
DOI: 10.15129/f651b198-50d3-4f19-993c-31201cd437d5
title: Data for: "Health outcomes of an integrated behaviour centred water, sanitation, hygiene and food safety intervention – a randomised before and after trial."

description: This dataset comprises of 1 dta file and 1 excel file (same data) which contains results data related to tables 5 and 6 in the publication which summarises the primary outcome of the Hygienic Family intervention. Data was collected from the population participating in the hygienic family intervention in Chikwawa District, Malawi. The aim of this data was examine the relative reduction in diarrhoeal disease between intervention and control populations. All data has been anonymised.
DOI: 10.5439/1350624
title: ARM: W-Band Scanning ARM Cloud Radar Corrected (W-SACR) Cross-Wind RHI Scan

description: W-Band Scanning ARM Cloud Radar Corrected (W-SACR) Cross-Wind RHI Scan
DOI: 10.21223/p3/dxbpkz/s40wqz
title: DB_15.txt

description: :unav
DOI: 10.34724/casd.341.2694.v2
title: Cotisation Foncière des Entreprises - 2015

description: Le fichier comprend par établissement (n° SIRET) les éléments concourant à la détermination des bases d’imposition (bases brutes, exonérations, bases taxables) comme à l’imposition elle-même (taux, cotisations, crédits d’impôts), pour la CFE, les différentes composantes de l’IFER, la taxe additionnelle pour frais de chambre de commerce et d’industrie, la taxe pour frais des chambres des métiers et de l’artisanat, la taxe additionnelle spéciale annuelle de la région Ile-de-France (TASARIF), et la taxe additionnelle pour la gestion des milieux aquatiques et la prévention des inondations (TGEMAPI).
DOI: 10.25502/20180920/1349/bo
title: Cowpea Yield Evaluation Trials - Minna, 1990 - 1991

description: The Cowpea Breeding Unit develops improved cowpea lines with high grain yield potential and resistance/tolerance to biotic and abiotic stresses and possessing farmers and consumers preferences. Data generated from multi-year evaluation trials carried out on different sets of materials developed within several projects conducted by the cowpea breeding unit are contained in the database.
DOI: 10.5519/qd.mykfthzc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (77 records)
DOI: 10.25917/5e8563e85e552
title: Zircon sample (Sample BR05-15 / IGSN XXAB001II) from the Neal McNaughton Legacy Collection SHRIMP mount 05-39 (IGSN XXAB001IA)
DOI: 10.5258/soton/d0209
title: Dataset for Self-mode-locked Bismuth-doped Fiber Laser Operating at 1340nm

description: Dataset supports:
Thipparapu, N. K. et al (2017). Self-mode-locked bismuth-doped fiber laser operating at 1340nm.We present a self-mode-locked Bismuth-doped fiber laser operating at 1340nm with a minimum pulse width of 1.5ns and repetition rate of 6.3MHz. An output power of 9mW and pulse energy of 1.43nJ was demonstrated.
DOI: 10.17037/data.00001129
title: Covariate Code List - Hormone Replacement Therapy

description: Product codes for Hormone Replacement Therapy (HRT) based upon British National Formulary (BNF) codes, drug substance and product names
DOI: 10.21227/sh62-cb18
title: Features_Extracted

description: Features Extracted from BraTS 2012-2013
DOI: 10.5255/ukda-sn-851160
title: The Diffusion of Intensive Rearing Technologies and the Impact of Food Retailer Interventionism in British Agriculture since 1945
DOI: 10.5287/bodleiando3q.2
title: The Unicorn

description: Pencil draft of unidentifiable lines of the second version of the verse play.  Isaac Rosenberg abandoned work on 'The Amulet' in July of 1917, and used many lines of the former verse play for 'The Unicorn'.
DOI: 10.5286/isis.e.rb1620151
title: Spin dynamics in the light induced high spin state of valence tautomers

description: Valence tautomers are bistable molecules of potential interest for magnetic storage and spintronic devices which can be switched between a low-spin and a high-spin state by tuning different external parameters, as the temperature or, more interestingly, through light irradiation. Here we plan to study by means of zero field and longitudinal field muSR the spin fluctuations in Cobalt:dioxolone valence tautomer when it is driven to the high spin S=1 CoIISQ state either thermally, by heating up the system above 120 K, or, at low temperature, by infrared light irradiation.
DOI: 10.17614/q4fj29q3c
title: (5e,13e)-15,19-dihydroxy-9-oxoprosta-5,8(12),13-trien-1-oic acid
DOI: 10.14457/cmu.the.2008.142
title: การพัฒนาระบบการนำเสนอข้อมูลเชิงพื้นที่หลายมาตราส่วนแบบอัตโนมัติ /
DOI: 10.23725/93s6-kj53
title: NWD565465.freeze5.v1.vcf.gz

description: TOPMed: NWD565465.freeze5.v1.vcf.gz <br>File: VCF file
DOI: 10.25491/btv4-xn84
title: GTEX-15TU5-0004-SM-6UH2D

description: Sample ID: GTEX-15TU5-0004-SM-6UH2D
DOI: 10.5281/zenodo.3937840
title: Supplementary Materials (An Artificial Neural Network Model for Assessing Frailty-Associated Factors in the Thai Population)

description: Supporting information for an Artificial Neural Network Model for Assessing Frailty-Associated Factors in the Thai Population
DOI: 10.5281/zenodo.3937839
title: Supplementary Materials (An Artificial Neural Network Model for Assessing Frailty-Associated Factors in the Thai Population)

description: Supporting information for an Artificial Neural Network Model for Assessing Frailty-Associated Factors in the Thai Population
DOI: 10.5281/zenodo.3937811
title: Single cell transcriptomes of of primary tumors and normal endometrial derived organoids treated with DBZ

description: Endometrial carcinoma, the most common gynecologic cancer, develops from endometrial epithelium which is composed of secretory and ciliated cells. Pathologic classification is unreliable and there is a need for prognostic tools. We used single cell sequencing to study organoid model systems derived from normal endometrial endometrium to discover novel markers specific for endometrial ciliated or secretory cells. We performed 10X based single cell sequencing on both normal and DBZ treated organoids, and on endometrial and ovarian tumours.
description: This work was supported by the Canadian Cancer Society Research Initiative Impact Grant. We also wish to acknowledge further support from the BC Cancer Foundation and the VGH and UBC Hospital Foundations.
DOI: 10.5281/zenodo.3937810
title: Single cell transcriptomes of of primary tumors and normal endometrial derived organoids treated with DBZ

description: Endometrial carcinoma, the most common gynecologic cancer, develops from endometrial epithelium which is composed of secretory and ciliated cells. Pathologic classification is unreliable and there is a need for prognostic tools. We used single cell sequencing to study organoid model systems derived from normal endometrial endometrium to discover novel markers specific for endometrial ciliated or secretory cells. We performed 10X based single cell sequencing on both normal and DBZ treated organoids, and on endometrial and ovarian tumours.
description: This work was supported by the Canadian Cancer Society Research Initiative Impact Grant. We also wish to acknowledge further support from the BC Cancer Foundation and the VGH and UBC Hospital Foundations.
DOI: 10.7910/dvn/bezila/zogrdy
title: ED in GCT survivors_raw date.tab

description: :unav
DOI: 10.7910/dvn/c4whuj/j1vf7r
title: README.md

description: :unav
DOI: 10.21227/qg30-1p45
title: Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images

description: Model .h5 files and .pb files for robustly detecting glaucoma from optical coherence tomography (OCT) images and for interpretability analysis via testing with concept activation vectors (TCAVs by Been Kim et al.). Further details described in paper "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in OCT Images" in preparation/under review.
DOI: 10.21227/ffdb-qt44
title: Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images

description: Model .h5 files and .pb files for robustly detecting glaucoma from optical coherence tomography (OCT) images and for interpretability analysis via testing with concept activation vectors (TCAVs by Been Kim et al.). Further details described in paper "Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in OCT Images" in preparation/under review.
DOI: 10.5519/qd.kjwuv2wp
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.3934885
title: Tree measurements and summaries of the field plots used to develop Rojo and Montero (1996) yield tables for Pinus sylvestris L. in central Spain

description: Tree measurements for principal trees and trees marked for thinning and summaries of the Pinus silvestris L. plots measured for the construction of Rojo and Montero (1996) Pinus sylvestris L. yield tables for central Spain. PRM_Functions.R contains R functions implementing parameter recovery methods to transform Rojo and Montero (1996) Pinus sylvestris L. yield tables into a diameter distribution model. <strong>Trees.csv: </strong>Comma separated file with headers in the first row. Each record represents a measured tree. Fields: "PlotID": Identifier of the plot where the tree was measured "Type": Code indicating if the tree was marked for thinning. "ID_tree" Tree_Identifier "DBH1": First Diameter at breast height measurement for the tree.(mm) "DBH2" Second diameter at breast height measurement for the tree. The second measurement was taken in the direction perpendicular to the first measurement. (mm) "DBHmean": Mean of DBH 1 and DBH 2 <strong>and converted to cm</strong> (cm) <strong>Plot_summaries.csv: </strong>Comma separated file with headers in the first row. Data digitized from Annex II of Rojo and Montero (1996). Each record contains different forest attributes of the plot. Fields: "PlotID": Identifier of the plot where the tree was measured "Age": Age of the plot determined from tree cores (Years) "Ho" Assman Dominant height for the plot (meters) "SiteIndex": Site index for the plot in meters. Site index is defined as the dominant height in meters measured or expected for the plot for an Age of 100 years. "MeanH" Mean tree height (m) "Dg" Quadratic mean diameter (cm) "Do" Dominant diameter. Mean diameter of the 100 largest trees of a hectare (cm) "N" Stand density (trees per hectare) "G" Plot basal area (m<sup>2</sup>/ha) "V" Total plot volume per unit area (m<sup>3</sup>/ha) "DeltaV" Periodic increment of merchantable volume (m<sup>3</sup>/ha) "Bark" Average percentage of total volume that is Bark. (%) <strong>PRM_Functions.R: </strong>R functions to solve parameter recovery systems of equations based on mean and quadratic mean diameter and dominant diameter, quadratic mean diameter and stand density. Details provided as comments. <strong>References</strong> Rojo Alberto, Montero G (1996) El pino silvestre en la Sierra de Guadarrama: historia y selvicultura de los Pinares de Cercedilla, Navacerrada y Valsain. Ministerio de Agricultura, Pesca y Alimentación, Secretaria General Tecnica, Centro de Publicaciones, Madrid
description: {"references": ["Rojo Alberto, Montero G (1996) El pino silvestre en la Sierra de Guadarrama: historia y selvicultura de los Pinares de Cercedilla, Navacerrada y Valsain. Ministerio de Agricultura, Pesca y Alimentaci\u00f3n, Secretaria General Tecnica, Centro de Publicaciones, Madrid"]}