cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24494652
title: Testing ANOVA effects: A resolution for unbalanced models

description: ANOVA effects can be included in multiple linear regression models in multiple ways, most simply with dummy variables, but then the model has containment issues. Contrast coding is also widely used, mainly to provide a full-column-rank copy of the same model. Then a natural sum of squares to test an effect is the extra SSE due to omitting its terms from the model. In general, in unbalanced models, it is cumbersome to establish exactly what such extra SSEs test – that is, what their non-centrality parameters are as functions of the cell means. Determining and testing only estimable parts may require extra analysis and computing. And, after all that, there is the question of whether another numerator sum of squares might be better. It is established here that, with contrast coding, the model formed by deleting an ANOVA effect’s terms is the correct restricted model for that effect; that the non-centrality parameter of the resulting extra SSE is zero if and only if all estimable linear functions of the effect are zero; and that no other numerator sum of squares that tests the effect has a greater non-centrality parameter or lesser numerator degrees of freedom.
DOI: 10.6084/m9.figshare.24494652.v1
title: Testing ANOVA effects: A resolution for unbalanced models

description: ANOVA effects can be included in multiple linear regression models in multiple ways, most simply with dummy variables, but then the model has containment issues. Contrast coding is also widely used, mainly to provide a full-column-rank copy of the same model. Then a natural sum of squares to test an effect is the extra SSE due to omitting its terms from the model. In general, in unbalanced models, it is cumbersome to establish exactly what such extra SSEs test – that is, what their non-centrality parameters are as functions of the cell means. Determining and testing only estimable parts may require extra analysis and computing. And, after all that, there is the question of whether another numerator sum of squares might be better. It is established here that, with contrast coding, the model formed by deleting an ANOVA effect’s terms is the correct restricted model for that effect; that the non-centrality parameter of the resulting extra SSE is zero if and only if all estimable linear functions of the effect are zero; and that no other numerator sum of squares that tests the effect has a greater non-centrality parameter or lesser numerator degrees of freedom.
DOI: 10.15468/dl.cbgxkf
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Acleris variana (Fernald, 1886)"
 ]
}

 The dataset includes 1386 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041616-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evqw87
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Chymomyza amoena (Loew, 1862)"
 ]
}

 The dataset includes 2214 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041617-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26300/90fx-4c15
title: Data documentation for Effects of visitation restriction on antipsychotic drug use among nursing home residents with ADRD during the COVID-19 pandemic
DOI: 10.15468/dl.99j27w
title: Occurrence Download

description: A dataset containing 20122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.509 10.5553,-75.4582 10.5904,-75.2715 10.7186,-75.049 10.9007,-75.0284 10.9493,-75.1918 11.1515,-75.704 10.7767,-75.509 10.5553))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20122 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041615-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3ydc8
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Discostroma corticola (Fuckel) Brockmann"
 ]
}

 The dataset includes 745 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041618-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22003/xfel.eu-data-006818-00
title: Imaging Population Dynamics During Propagation Along Filamentation in Nitrogen via Time-Resolved Resonant Inelastic X-ray Scattering
DOI: 10.34848/9wyhgm
title: URHAND

description: Dentro de este dataset se encontrarán las siguientes carpetas con los siguientes archivos: Classifiers: archivo que utiliza el dataset llamado (archivo_ final.csv) para crear los clasificadores. Este documento es un archivo de código con extensión .py Dataset creator: en esta carpeta se encuentran dos códigos de Python; dataset_creation.py el cual permite grabar un experimento de 50 muestras con la prótesis para la creación del dataset. Unificacion.py, permite unificar cada intento generado por el archivo anterior. Este crea el archivo archivo_ final.csv Final data: contiene el dataset final archivo_ final.csv Objects: contiene un pdf (Object_List_AHAP_DataSet.pdf) con un listado de los objetos utilizados para los experimentos y una relación del nombre del objeto y el ID usado en el dataset. raw data: Archivos de los datos recolectados para cada objeto y para cada intento. Este archivo se genera con dataset_creation.py y tienen la forma de data_x_n.py donde x será una letra según el objeto y n un numero según el intento. Se tendrán 10 archivos para cada objeto. Videos: Se encuentra los videos de la creación del dataset desde dos perspectivas.
DOI: 10.34848/9wyhgm/v7z9ms
title: URHAND Supplementary documents.zip

description: Within this dataset, you will find the following folders with the following files:

Classifiers: a file that uses the dataset named (archivo_final.csv) to create the classifiers. 
This document is a .py code file.

Dataset creator: in this folder, there are two Python codes; dataset_creation.py which allows 
recording an experiment of 50 samples with the prosthesis for dataset creation. 
Unificacion.py allows unifying each attempt generated by the previous file. 
This creates the file archivo_final.csv.

Final data: contains the final dataset archivo_final.csv

Objects: contains a PDF (Object_List_AHAP_DataSet.pdf) with a list of the objects used for the 
experiments and a relationship of the object's name and the ID used in the dataset.

raw data: Files of the collected data for each object and for each attempt. 
This file is generated with dataset_creation.py and has the form data_x_n.py 
where x will be a letter according to the object and n a number according to the attempt. 
There will be 10 files for each object.

Videos: Contains the videos of the dataset creation from two perspectives.
DOI: 10.15468/dl.4zxvdk
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Acrobasis caryivorella Ragonot, 1887"
 ]
}

 The dataset includes 157 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041619-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcngpb
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Ciborinia camelliae L.M.Kohn"
 ]
}

 The dataset includes 261 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041620-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/6v2a-2563
title: Parkes observations for project P1328 semester 2024APRS_22

description: Fast radio bursts are peculiar micro-millisecond duration transients, which have been seen to be extragalactic in origin. Since their discovery, a dichotomy has emerged in their population. Some FRBs have been seen to be repeating, while others have not been seen to be repeating. The repeating FRBs, such as FRB 20180301A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. Additionally, FRB 20180301A has been seen to have interesting polarisation properties, such as a switch in the sign of RM, indicating a reversal in the magnetic field and a marked reduction in the linear polarisation fraction towards lower frequencies (depolarisation). The previous Parkes/Murriyang source follow-up has also revealed a temporal evolution in the dispersion measure (DM) of the source and tentative evidence for correlation in the DM and rotation measure (RM). The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the wideband spectro-temporal and polarimetric behaviour of the source. We propose regular monitoring of FRB 20180301A using UWL to model the magnetic field evolution, study its circumburst media using depolarisation behaviour, and constrain any correlation of DM and RM.
DOI: 10.25919/bh1f-mw37
title: Parkes observations for project P1321 semester 2024APRS_07

description: We propose to search for temporal variations in HI absorption spectra seen against background pulsars to characterise Tiny Scale Atomic Structure (TSAS) in the Milky Way interstellar medium (ISM). We will re-observe seven previously studied bright pulsars at two observing epochs in this semester, resulting in minimum and maximum experimental baselines of 0.25 and 50 years. These observations will test predictions that there is a minimum size scale set by the thermal and turbulent properties of the ISM, below which TSAS is only sporadically seen, and will potentially provide the first direct measurements of pressures in "large" TSAS features of &gt; 1000 AU. By using a new phase-resolved spectral line mode that we have recently implemented on Parkes, we will cut data rates and processing times by factors of ~1000. Following the success of this pilot project, we plan to expand to a long-term monitoring programme. Successful demonstration of our techniques will lay the groundwork for future programmes on the SKA.
DOI: 10.15468/dl.j24waz
title: Occurrence Download

description: A dataset containing 3613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Chorispora tenella (Pall.) DC."
 ]
}

 The dataset includes 3613 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041622-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqcpgq
title: Occurrence Download

description: A dataset containing 16245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Ditula angustiorana (Haworth, 1811)"
 ]
}

 The dataset includes 16245 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041621-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60520/ieda/113479
title: Geochemical data of Fluorite (CaF2) Deposit in Amba Dongar Carbonatite Complex, Gujarat, India

description: Fluoritite, a rock with more than 50% fluorite, is commonly found alongside carbonatite rock sequences in various magmatic environments worldwide. Despite this, their petrological evolution is not fully understood. Various studies have linked their formation to a combination of field disposition, lithological relationships, textural evidence, fluid inclusion studies, and the coexistence of rocks with contrasting mineralogy and geochemical characteristics. Current research suggests that fluorite may form during the later stages of silicate and carbonate magma crystallization, particularly from fluoride-rich melts. The Amba Dongar carbonatite complex in Gujarat, India, serves as an excellent case study for examining such fluorite deposits. Previous research has demonstrated that the multi-phase liquid immiscibility of carbonatite melt played a crucial role in generating different parental fluids for distinct rock formations. Interaction between fluorine-rich fluids and calcium-rich limestone further contributed to fluorite formation. In the present study, a comprehensive approach combining field observations, textural analyses, and advanced analytical techniques such as XRD, FTIR, Raman spectroscopy, ICP-MS, and FE-EPMA was used to infer the petrogenesis of the fluoritite of Amba Dongar carbonatite complex. These analyses revealed close mineralogical relationships and textural similarities among fluorite-bearing and carbonatite rocks, suggesting a genetic linkage to a common magma source. However, liquid immiscibility resulted in rocks with distinct compositional variations. This research enhances understanding of fluorite formation processes in carbonatite-associated deposits and the genesis of fluorite-rich rocks in such geological settings.
DOI: 10.15468/dl.238mnf
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Ciborinia candolleana (Lév.) Whetzel"
 ]
}

 The dataset includes 178 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041623-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfx6ek
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Acrobasis comptella Ragonot, 1887"
 ]
}

 The dataset includes 77 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041624-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/gvym-e818
title: Parkes observations for project P1330 semester 2024APRS_05

description: Millisecond pulsars (MSPs) are created preferentially in globular clusters (GCs), compared to the Galactic disk, due to the large stellar density and the resulting interactions that occur within the clusters. Estimates have tens to hundreds of MSPs within these clusters. Furthermore, the leading hypothesis behind the gamma-ray emission from the GCs, detected by Fermi, is due to cluster MSPs. Thus, we observed three clusters, that were predicted to have tens of MSPs but did not have any detected, and found a highly accelerated binary MSP (NGC6316A) in NGC6316. Finding the first pulsar in a particular globular cluster is always the most challenging part as we have to search over the dispersion measure (DM) as well as period and acceleration. Our chances of finding more pulsars within the cluster have increased now that we know the DM of the cluster. We have a decent constraint on the orbital period of the binary but in order to fully constrain the orbital parameters and determine the type of companion star, we need subsequent observations. These subsequent observations will also be useful to search for more pulsars within the cluster. We are requesting 17 3 hour pointings to solve for the orbit of the binary pulsar and conduct a year-long timing campaign on the pulsar while searching for more pulsars.
DOI: 10.15468/dl.t66xjz
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi des attaques de Jaguar et Puma"
 ]
}

 The dataset includes 156 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041625-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52gh6u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Dolichomia thymetusalis Walker, 1859"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041626-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f474bb
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Cicia crocata Boisduval, 1872"
 ]
}

 The dataset includes 74 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041627-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvk8vt
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi des attaques de Jaguar et Puma"
 ]
}

 The dataset includes 156 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041630-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8ynwc
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Acrobasis demotella Grote, 1881"
 ]
}

 The dataset includes 320 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041629-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26300/mk9r-8s93
title: Data documentation for Health Service Use and Mortality among Skilled Nursing Facility Residents by Opioid Use Disorder Status
DOI: 10.15468/dl.yda2cb
title: Occurrence Download

description: A dataset containing 21560 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula helmsii (Kirk) Cockayne"
 ]
}

 The dataset includes 21560 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041628-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2l2-bn9-sgh
title: Neoerysiphe galeopsidis (DC.) U. Braun

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pdx-kl7-8dt
title: Asterinella puyana Petr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dav-8fk-sey
title: Erysiphe thesii L. Junell

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.f6ux67
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mogera insularis (Swinhoe, 1863)"
 ]
}

 The dataset includes 529 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066063-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5mudj
title: Occurrence Download

description: A dataset containing 3781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allophylus edulis (A.St.-Hil., Cambess. & A.Juss.) Radlk. ex Warm."
 ]
}

 The dataset includes 3781 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028496-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/158520
title: pCO2 (Partial Pressure of Carbon Dioxide) data collected during research cruise BH23-04 using a SUNBURST SuperCO2 instrument system onboard the platform RV Blue Heron

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.hjgbku
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Biophytum mapirense R.Knuth"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144969-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wufqrb
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177512-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/158518
title: TSG (Thermosalinograph) data collected during research cruise BH23-04 using a SeaBird SBE-21 instrument system onboard the platform RV Blue Heron

description: Original (unprocessed) data collected during a Field_expedition