cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8048252.v11
title: ICS-209-PLUS - An all-hazards dataset mined from the US National Incident Management System 1999-2014

description: <b>Abstract</b><b>This paper describes a new dataset mined from the public archive (1999-2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by <i>other</i>, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. Here, we describe this improved dataset and the open, reproducible methods used, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. </b><b> </b><b>External Tables referred to in the original manuscript:</b><b> </b><b>ics209_sitreps_short_masterlist.zip</b><b>ics209-plus_sitrep_definitions.zip</b><b>ics209-plus-wf_incident_definitions.zip</b><b>sit209_lookup_codes_definitions.zip</b><b>fod-join_definitions.zip</b><b> </b><b>Data Description:</b><b>The 'ics209_raw.zip' file contains all of the yearly raw databases and associated lookup tables to run the cleaning algorithm (https://github.com/lisestdenis/ics209plus).</b><b> </b><b>The 'ics209_cleaned.zip' file contain the resulting databases from the cleaning produce (code found here: https://github.com/lisestdenis/ics209plus. There are 4 *.zip files found within. Below describes them:</b><b> </b><b>ics209-plus.zip</b><b>: Contains 1 files for all hazards within the ICS209 system at the daily reporting level.</b><b> </b><b>ics209-plus-wf.zip</b><b>: Contains 3 files for the wildfire only events in the ICS209 database. These are at the daily level (ics209-plus-wf_sitreps_1999to2014.csv), event level (ics209-plus-wf_incidents_1999to2014.csv), and the associated wildfire complexes (ics209-plus-wf_complex_assocs_1999to2013.csv).</b><b> </b><b>ics209-plus_incidents_spatial.zip</b><b>: Contains 1 *.gpkg file. This is a spatial cleaned file at the incident level.</b><b> </b><b>ics209_sitreps_deleted.zip</b><b>: A list of all deleted incidents from the raw data.</b>
DOI: 10.6084/m9.figshare.8047610
title: SaoPaulo_climate_series_2005_2016.csv

description: Climate time series for the city of Sao Paulo, period 2005-2016. Data from BDMEP http://www.inmet.gov.br/projetos/rede/pesquisa/
DOI: 10.6084/m9.figshare.8047742.v2
title: Supplementary Material

description: Supplementary Material to the paper 'Non-invasive coronary CT angiography-derived fractional flow reserve (FFR): A benchmark study comparing the diagnostic performance of four different computational methodologies'. <br>The data includes clinical data and 1D, 3D meshes for computational purposes.
DOI: 10.6084/m9.figshare.8047610.v1
title: Climate time series for Sao Paulo 2005-2016

description: Climate time series for the city of Sao Paulo, period 2005-2016. Data from BDMEP http://www.inmet.gov.br/projetos/rede/pesquisa/
DOI: 10.6084/m9.figshare.8047742.v1
title: Supplementary Material

description: Supplementary Material to the paper 'Non-invasive coronary CT angiography-derived fractional flow reserve (FFR): A benchmark study comparing the diagnostic performance of four different computational methodologies'. <br>The data includes clinical data and 1D, 3D meshes for computational purposes.
DOI: 10.6084/m9.figshare.8048252.v12
title: ICS-209-PLUS - An all-hazards dataset mined from the US National Incident Management System 1999-2014

description: <b>Abstract</b><b>This paper describes a new dataset mined from the public archive (1999-2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by <i>other</i>, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. Here, we describe this improved dataset and the open, reproducible methods used, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. </b><b> </b><b>External Tables referred to in the original manuscript:</b><b> </b><b>ics209_sitreps_short_masterlist.zip</b><b>ics209-plus_sitrep_definitions.zip</b><b>ics209-plus-wf_incident_definitions.zip</b><b>sit209_lookup_codes_definitions.zip</b><b>fod-join_definitions.zip</b><b> </b><b>Data Description:</b><b>The 'ics209_raw.zip' file contains all of the yearly raw databases and associated lookup tables to run the cleaning algorithm (https://github.com/lisestdenis/ics209plus).</b><b> </b><b>The 'ics209_cleaned.zip' file contain the resulting databases from the cleaning produce (code found here: https://github.com/lisestdenis/ics209plus. There are 4 *.zip files found within. Below describes them:</b><b> </b><b>ics209-plus.zip</b><b>: Contains 1 files for all hazards within the ICS209 system at the daily reporting level.</b><b> </b><b>ics209-plus-wf.zip</b><b>: Contains 3 files for the wildfire only events in the ICS209 database. These are at the daily level (ics209-plus-wf_sitreps_1999to2014.csv), event level (ics209-plus-wf_incidents_1999to2014.csv), and the associated wildfire complexes (ics209-plus-wf_complex_assocs_1999to2013.csv).</b><b> </b><b>ics209-plus_incidents_spatial.zip</b><b>: Contains 1 *.gpkg file. This is a spatial cleaned file at the incident level.</b><b> </b><b>ics209_sitreps_deleted.zip</b><b>: A list of all deleted incidents from the raw data.</b>
DOI: 10.6084/m9.figshare.8047604
title: Source Data: The role of lateral optic flow cues in hawkmoth flight control

description: <b>all_tracks_population.zip</b>Flight tracks of hummingbird hawkmoths with different visual patterns mounted to the sides of a flight tunnel. The folder contains individual Matlab files, which each contain all flight tracks collected for one condition (indicated in the name: symmetrically mounted random checkerboards, vertical and horizontal sinusoidal stripes, grey and white walls, as well as asymmetrically mounted vertical stripes on one side ("up") and horizontal stripes on the other side of the tunnel ("down")). The individual flight tracks are saved in one cell. Each cell entry contains one flight track, with position along the length of the tunnel in mm in the first column and along the width of the tunnel in the second column.<br><b>summary_population.zip</b>Contains summary measures calculated from each individual flight track in the central 80 cm of the tunnel. "position": the median of the lateral positions of each flight track, "speed": the average flight speed (as the average of all inter-frame velocities), "in flight variation": the standard deviation of the lateral positions of each flight track, "max speed": calculated as the 90% quantile of inter‐frame flight speeds. Each flight track was treated as an individual and independent data-point.<br><b>all_tracks_individual.zip, </b><b>summary_</b><b>individual</b><b>.zip</b>contain the same information as the above files, from the individual training experiment. The files also contain the variable "ID", which indicates animal identity for each flight track and summary measure.
DOI: 10.6084/m9.figshare.8047553
title: Recife_climate_series_2005_2016.csv

description: Climate time series for the city of Recife, period 2005-2016. Data from BDMEP http://www.inmet.gov.br/projetos/rede/pesquisa/
DOI: 10.6084/m9.figshare.8047553.v1
title: Climate time series for Recife 2005-2016

description: Climate time series for the city of Recife, period 2005-2016. Data from BDMEP http://www.inmet.gov.br/projetos/rede/pesquisa/
DOI: 10.6084/m9.figshare.8047604.v1
title: Source Data: The role of lateral optic flow cues in hawkmoth flight control

description: <b>all_tracks_population.zip</b>Flight tracks of hummingbird hawkmoths with different visual patterns mounted to the sides of a flight tunnel. The folder contains individual Matlab files, which each contain all flight tracks collected for one condition (indicated in the name: symmetrically mounted random checkerboards, vertical and horizontal sinusoidal stripes, grey and white walls, as well as asymmetrically mounted vertical stripes on one side ("up") and horizontal stripes on the other side of the tunnel ("down")). The individual flight tracks are saved in one cell. Each cell entry contains one flight track, with position along the length of the tunnel in mm in the first column and along the width of the tunnel in the second column.<br><b>summary_population.zip</b>Contains summary measures calculated from each individual flight track in the central 80 cm of the tunnel. "position": the median of the lateral positions of each flight track, "speed": the average flight speed (as the average of all inter-frame velocities), "in flight variation": the standard deviation of the lateral positions of each flight track, "max speed": calculated as the 90% quantile of inter‐frame flight speeds. Each flight track was treated as an individual and independent data-point.<br><b>all_tracks_individual.zip, </b><b>summary_</b><b>individual</b><b>.zip</b>contain the same information as the above files, from the individual training experiment. The files also contain the variable "ID", which indicates animal identity for each flight track and summary measure.
DOI: 10.6084/m9.figshare.8048252.v13
title: ICS-209-PLUS - An all-hazards dataset mined from the US National Incident Management System 1999-2014

description: <b>Abstract</b><b>This paper describes a new dataset mined from the public archive (1999-2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by <i>other</i>, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. Here, we describe this improved dataset and the open, reproducible methods used, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. </b><b> </b><b>External Tables referred to in the original manuscript:</b><b> </b><b>ics209_sitreps_short_masterlist.zip</b><b>ics209-plus_sitrep_definitions.zip</b><b>ics209-plus-wf_incident_definitions.zip</b><b>sit209_lookup_codes_definitions.zip</b><b>fod-join_definitions.zip</b><b> </b><b>Data Description:</b><b>The 'ics209_raw.zip' file contains all of the yearly raw databases and associated lookup tables to run the cleaning algorithm (https://github.com/lisestdenis/ics209plus).</b><b> </b><b>The 'ics209_cleaned.zip' file contain the resulting databases from the cleaning produce (code found here: https://github.com/lisestdenis/ics209plus. There are 4 *.zip files found within. Below describes them:</b><b> </b><b>ics209-plus.zip</b><b>: Contains 1 files for all hazards within the ICS209 system at the daily reporting level.</b><b> </b><b>ics209-plus-wf.zip</b><b>: Contains 3 files for the wildfire only events in the ICS209 database. These are at the daily level (ics209-plus-wf_sitreps_1999to2014.csv), event level (ics209-plus-wf_incidents_1999to2014.csv), and the associated wildfire complexes (ics209-plus-wf_complex_assocs_1999to2013.csv).</b><b> </b><b>ics209-plus_incidents_spatial.zip</b><b>: Contains 1 *.gpkg file. This is a spatial cleaned file at the incident level.</b><b> </b><b>ics209_sitreps_deleted.zip</b><b>: A list of all deleted incidents from the raw data.</b>
DOI: 10.6084/m9.figshare.8047532
title: Data Public Share.zip

description: Dataset and codes for replicating paper "Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help"
DOI: 10.6084/m9.figshare.8047373
title: u4 report

description: Introduction<br>Intro<br><br>Methods<br>Methods<br><br>
DOI: 10.6084/m9.figshare.8047532.v1
title: Data Public Share.zip

description: Dataset and codes for replicating paper "Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help" p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica}
DOI: 10.6084/m9.figshare.8047532.v3
title: Data Public Share.zip

description: Dataset and codes for replicating paper "Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help"
DOI: 10.6084/m9.figshare.8047367
title: Simulated data

description: individual_no_drop_pheno*.txt: individual records without drop out animals<br><br>individual_drop_ran_pheno*.txt individual records with randomly drop out animal<br><br>individual_drop_phe_pheno*.txt individual records with animal drop out by ranking of phenotypes<br><br>group3x4_no_drop_pheno*.txt Group records of scenario Group<sub>3x4 </sub>without dropout<br><br>group3x4_drop_ran_pheno*.txt Group records of scenario Group<sub>3x4 </sub>with random drop out animals<br><br>group3x4_drop_phe_pheno*.txt Group records of scenario Group<sub>3x4 </sub>with animals drop out by ranking of phenotypes<br><br>group6x2_no_drop_pheno*.txt Group records of scenario Group<sub>6x2 </sub>without dropout<br><br>group6x2_drop_ran_pheno*.txt Group records of scenario Group<sub>6x2 </sub>with random drop out animals<br><br>group6x2_drop_phe_pheno*.txt Group records of scenario Group<sub>6x2 </sub>with animals drop out by ranking of phenotypes<br>group1x12_no_drop_pheno*.txt Group records of scenario Group<sub>1x12 </sub>without dropout<br><br>group1x12_drop_ran_pheno*.txt Group records of scenario Group<sub>1x12 </sub>with random drop out animals<br><br>group1x12_drop_phe_pheno*.txt Group records of scenario Group<sub>1x12 </sub>with animals drop out by ranking of phenotypes<br>*means replicates number<br>ped.txt is the pedigree file
DOI: 10.6084/m9.figshare.8047373.v1
title: u4 report

description: Introduction<br>Intro<br><br>Methods<br>Methods<br><br>
DOI: 10.6084/m9.figshare.8047532.v2
title: Data Public Share.zip

description: Dataset and codes for replicating paper "Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help"
DOI: 10.6084/m9.figshare.8047367.v1
title: Simulated data

description: individual_no_drop_pheno*.txt: individual records without drop out animals<br><br>individual_drop_ran_pheno*.txt individual records with randomly drop out animal<br><br>individual_drop_phe_pheno*.txt individual records with animal drop out by ranking of phenotypes<br><br>group3x4_no_drop_pheno*.txt Group records of scenario Group<sub>3x4 </sub>without dropout<br><br>group3x4_drop_ran_pheno*.txt Group records of scenario Group<sub>3x4 </sub>with random drop out animals<br><br>group3x4_drop_phe_pheno*.txt Group records of scenario Group<sub>3x4 </sub>with animals drop out by ranking of phenotypes<br><br>group6x2_no_drop_pheno*.txt Group records of scenario Group<sub>6x2 </sub>without dropout<br><br>group6x2_drop_ran_pheno*.txt Group records of scenario Group<sub>6x2 </sub>with random drop out animals<br><br>group6x2_drop_phe_pheno*.txt Group records of scenario Group<sub>6x2 </sub>with animals drop out by ranking of phenotypes<br>group1x12_no_drop_pheno*.txt Group records of scenario Group<sub>1x12 </sub>without dropout<br><br>group1x12_drop_ran_pheno*.txt Group records of scenario Group<sub>1x12 </sub>with random drop out animals<br><br>group1x12_drop_phe_pheno*.txt Group records of scenario Group<sub>1x12 </sub>with animals drop out by ranking of phenotypes<br>*means replicates number<br>ped.txt is the pedigree file
DOI: 10.17045/sthlmuni.8047259
title: The Echobot—An automated system for stimulus presentation in studies of human echolocation.

description: This repository contains data and scripts related to the article “The Echobot—An automated system for stimulus presentation in studies of human echolocation” by Tirado, Lundén, & Nilsson (2019), accepted for publication in PlosONE. Please see the file <b>List_of_files.txt</b> for a short description of the content of each uploaded file. <br>In summary: (a) Rawdata are stored in <b>*.txt files</b>. Descriptions of variables (code-book) are included at the top of these files (lines starting with <b>#</b>). (b) The R-code for analyzing the perceptual data in Figs. 5 and 6 of the article are in <b>Echobot_analysis_script.R</b>. (c) R-code for the acoustic analysis are in the files <b>a110_sound_analysis_fig3.R</b> and <b>a110_sound_analysis_fig4.R</b>. Note that the script for Fig. 3 need information in <b>file_fixed.txt</b> and in six <b>*.wav</b> files. The <b>*.wav-files </b> are from measurement recordings (to save space, only those files relevant to Fig. 3 of the paper are included in this repository; see the file <b>file_fixed.txt</b> for a list of all recorded sounds, please contact the authors if you want access to these files). (d) Files for running the Echobot and collecting responses are <b>*.py</b> (Python code) and <b>*.wav </b>(sound files played by Python for presenting the click signal, playing the masking sound and providing auditory feedback).
DOI: 10.6084/m9.figshare.8047169
title: Northernmost record of the Metatheria: a new Late Cretaceous pediomyid from the North Slope of Alaska

description: The northernmost record of Metatheria, <i>Unnuakomys hutchisoni</i> gen. et sp. nov., is described from the Pediomys Point locality in Upper Cretaceous (lower Maastrichtian) strata of the Prince Creek Formation cropping out along the Colville River on the North Slope of Alaska, USA (70°N). Based on over 60 specimens (including tooth-bearing dentaries and a maxillary fragment), the new taxon is unusual in having two well-developed stylar cusps in the C position flanking the deepest part of the ectoflexus. To examine the relationship between <i>U. hutchisoni</i> and other metatherians, <i>U. hutchisoni</i> was scored into the taxon character matrix of other studies. Our results corroborate prior studies that suggest the new Alaskan pediomyid. However, in contrast to other studies, we do not recover a sister-group relationship between <i>U. hutchisoni</i> and <i>Pediomys elegans</i>. Rather, our study suggests that <i>U. hutchisoni</i> is more closely allied with Aquilan species <i>Iqualadelphis lactea</i> and ?<i>Aquiladelphis laurae</i>. Teeth of <i>U. hutchisoni</i> greatly outnumber those recovered from other mammals at Pediomys Point, like Late Cretaceous localities in the Western Interior where metatherians are among the most abundant mammalian fossils. However, what differs between Late Cretaceous mid-latitude localities and the assemblage from the North Slope of Alaska is metatherian richness. Whereas other studies have reported up to a dozen species of metatherians from Late Cretaceous mid-latitude North American assemblages, to date all the metatherian teeth collected from Pediomys Point appear to belong to just <i>U. hutchisoni</i>. A sampling bias may play a role in this pattern. This can be tested through additional collection from the Prince Creek Formation. However, the abundance of <i>U. hutchisoni</i> at Pediomys Point implies that this tiny metatherian thrived in an environment well above the Arctic Circle whose climatic extremes may have acted as a biogeographical filter to other metatherians. As the first mammal to be described from the Prince Creek Formation, <i>U. hutchisoni</i> provides support for the existence of a northern high-latitude early Maastrichtian faunal province identified by others on the basis of its distinctive dinosaurian fauna – the Paaŋaqtat Province. http://zoobank.org/urn:lsid:zoobank.org:pub:0EF38E01-2FF4-4698-A3AD-97CF2EE6847A
DOI: 10.6084/m9.figshare.8047169.v1
title: Northernmost record of the Metatheria: a new Late Cretaceous pediomyid from the North Slope of Alaska

description: The northernmost record of Metatheria, <i>Unnuakomys hutchisoni</i> gen. et sp. nov., is described from the Pediomys Point locality in Upper Cretaceous (lower Maastrichtian) strata of the Prince Creek Formation cropping out along the Colville River on the North Slope of Alaska, USA (70°N). Based on over 60 specimens (including tooth-bearing dentaries and a maxillary fragment), the new taxon is unusual in having two well-developed stylar cusps in the C position flanking the deepest part of the ectoflexus. To examine the relationship between <i>U. hutchisoni</i> and other metatherians, <i>U. hutchisoni</i> was scored into the taxon character matrix of other studies. Our results corroborate prior studies that suggest the new Alaskan pediomyid. However, in contrast to other studies, we do not recover a sister-group relationship between <i>U. hutchisoni</i> and <i>Pediomys elegans</i>. Rather, our study suggests that <i>U. hutchisoni</i> is more closely allied with Aquilan species <i>Iqualadelphis lactea</i> and ?<i>Aquiladelphis laurae</i>. Teeth of <i>U. hutchisoni</i> greatly outnumber those recovered from other mammals at Pediomys Point, like Late Cretaceous localities in the Western Interior where metatherians are among the most abundant mammalian fossils. However, what differs between Late Cretaceous mid-latitude localities and the assemblage from the North Slope of Alaska is metatherian richness. Whereas other studies have reported up to a dozen species of metatherians from Late Cretaceous mid-latitude North American assemblages, to date all the metatherian teeth collected from Pediomys Point appear to belong to just <i>U. hutchisoni</i>. A sampling bias may play a role in this pattern. This can be tested through additional collection from the Prince Creek Formation. However, the abundance of <i>U. hutchisoni</i> at Pediomys Point implies that this tiny metatherian thrived in an environment well above the Arctic Circle whose climatic extremes may have acted as a biogeographical filter to other metatherians. As the first mammal to be described from the Prince Creek Formation, <i>U. hutchisoni</i> provides support for the existence of a northern high-latitude early Maastrichtian faunal province identified by others on the basis of its distinctive dinosaurian fauna – the Paaŋaqtat Province. http://zoobank.org/urn:lsid:zoobank.org:pub:0EF38E01-2FF4-4698-A3AD-97CF2EE6847A