cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13490919
title: Panarchy

description: This dataset contains the human-coded data of scientific papers reviewed as part of the study: "Panarchy: ripples of a boundary concept". The code used for the analysis can be forked at https://github.com/juanrocha/panarchy<br>The file contains two sheets. The first one are the human coded categories for 42 papers reviewed, where each row is a paper identified either by its DOI or journal link when missing. The second sheet contains the coding book, with the rules and meanings of each column / variable coded.
DOI: 10.21227/h8hc-2g51
title: Pakistani Traffic-sign Recognition Dataset

description: The data collection was carried out over several months and across several cities including but not limited to Quetta, Islamabad and Karachi, Pakistan. Ultimately, the number of images collected as part of the Pakistani dataset were, albeit in a very small quantity. The images taken were also distributed across the classes unevenly, just like the German dataset. All the 359 images were then manually cropped to filter out the unwanted image background data. All the images were sorted into folders with names corresponding to the label of the images. A python script was used to rename the images from 0-359 in alphabetic order of their class labels (so that images from ‘Bridge Ahead’ were named 0-12 whereas images from ‘Zigzag Road Ahead’ were named 346-359). The sizes of these cropped images were non-uniform but, a CNN only accepts input images with uniform dimensions, whatever they might be. Hence, all the images were then resized to the shape of 32 x 32.
DOI: 10.5281/zenodo.4395660
title: Vanished open access journals

description: This dataset provides data on 174 scholarly journals that were identified to have vanished without having a currently active website for providing access to their content. Also included is a list of 881 OA journals which were identified as being inactive. Appended is a brief documentation covering the contents of the various data points. A description of the data collection method and analysis are provided in the preprint at https://arxiv.org/abs/2008.11933 For R analysis scripts, visualizations and other supporting materials please see https://github.com/njahn82/vanished_journals
DOI: 10.5281/zenodo.3756653
title: Vanished open access journals

description: This dataset provides data on 174 scholarly journals that were identified to have vanished without having a currently active website for providing access to their content. Also included is a list of 881 OA journals which were identified as being inactive. Appended is a brief documentation covering the contents of the various data points. A description of the data collection method and analysis are provided in the preprint at https://arxiv.org/abs/2008.11933 For R analysis scripts, visualizations and other supporting materials please see https://github.com/njahn82/vanished_journals
DOI: 10.5281/zenodo.3876306
title: Open data repository, Boehm-Sturm et al., Phenotyping placental oxygenation in Lgals1 deficient mice using 19F MRI

description: Open data repository of journal article "Phenotyping placental oxygenation in Lgals1 deficient mice using <sup>19</sup>F MRI"
DOI: 10.5281/zenodo.3876271
title: Open data repository, Boehm-Sturm et al., Phenotyping placental oxygenation in Lgals1 deficient mice using 19F MRI

description: Open data repository of journal article "Phenotyping placental oxygenation in Lgals1 deficient mice using <sup>19</sup>F MRI"
DOI: 10.5281/zenodo.4395682
title: Geometric Brownian Motion of stock indexes and financial market uncertainty in the context of non-crisis and financial crisis scenarios

description: Supplementary file for the manuscript submitted in the <em>Special Issue of <strong>Entropy</strong> “Statistical Physics and Social Sciences”.</em>
DOI: 10.5281/zenodo.4395681
title: Geometric Brownian Motion of stock indexes and financial market uncertainty in the context of non-crisis and financial crisis scenarios

description: Supplementary file for the manuscript submitted in the <em>Special Issue of <strong>Entropy</strong> “Statistical Physics and Social Sciences”.</em>
DOI: 10.25646/7784
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.25646/7786
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.6084/m9.figshare.12848294.v1
title: Sustainability materiality matrices in doubt: may prioritizations of aspects overestimate environmental performance?

description: This study builds on the research gap that arises from the consistency analysis of the GRI-materiality approach with other prioritization approaches. The main objective is to explore to what extent corporate environmental performance is consistent using two different prioritization approaches. This study employs a novel quantitative approach to assess environmental performance through the prioritization of environmental aspects by using companies’ materiality analysis and independent expert knowledge. The empirical analysis focuses on the environmental performance analysis of wearing apparel companies. The main findings reveal that companies with better environmental performance could be using materiality analysis to further embellish the positive performance or for greenwashing purposes. This study could serve as a starting point to improve understanding of how companies could identify, from an objective and comparable basis, those environmental aspects that are essential to their business strategy and that are necessary to help stakeholders to make fully informed decisions.
DOI: 10.6084/m9.figshare.12848294
title: Sustainability materiality matrices in doubt: may prioritizations of aspects overestimate environmental performance?

description: This study builds on the research gap that arises from the consistency analysis of the GRI-materiality approach with other prioritization approaches. The main objective is to explore to what extent corporate environmental performance is consistent using two different prioritization approaches. This study employs a novel quantitative approach to assess environmental performance through the prioritization of environmental aspects by using companies’ materiality analysis and independent expert knowledge. The empirical analysis focuses on the environmental performance analysis of wearing apparel companies. The main findings reveal that companies with better environmental performance could be using materiality analysis to further embellish the positive performance or for greenwashing purposes. This study could serve as a starting point to improve understanding of how companies could identify, from an objective and comparable basis, those environmental aspects that are essential to their business strategy and that are necessary to help stakeholders to make fully informed decisions.
DOI: 10.5281/zenodo.4395693
title: Flintbek - Merkmalsaufnahmen Bernstein, Keramik und Steinartefakte

description: Metadaten<br> zu den Merkmalsaufnahmen von Bernsteinfunden, Keramikfunden und Steinartefaktfunden in<br> Flintbek, Kr. Rendsburg-Eckernförde, Schleswig-Holstein 1. Allgemeine Informationen: Urheber, Publikation, Fundplätze, Daten<br> 2. Bernstein<br> 3. Keramik<br> 4. Steinartefakte - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Urheber:<br> Doris Mischka, Das Neolithikum in Flintbek, Kr. Rendsburg-Eckernförde, Schleswig-Holstein –<br> Eine feinchronologische Studie zur Besiedlungsgeschichte einer Siedlungskammer anhand von Gräbern, ungedruckte Habilitationsschrift Kiel 2011 Publikation:<br> Druck Habilitationsschrift voraussichtlich 2021 in der Reihe "Frühe Monumentalität uns soziale Differenzierung" des DFG-SPP 1400.<br> - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Kontakt:<br> D. Mischka<br> Institut für Ur- und Frühgeschichte<br> der FAU Erlangen-Nürnerg<br> Kochstr. 4/18<br> 91054 Erlangen<br> Email: doris.mischka@fau.de<br> Telefon: 0049 (0) 9131-85-22408 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Zu den Fundplätzen:<br> Fundplätze mit neolithischen Befunden und Funden<br> Flintbek LA 1, 3-7, 11, 17/171, 18, 20, 22, 35, 37-38, 40, 44, 48-49, 52-53, 56-58, 107, 108, 137, 143, 167 Befunde: zumeist Gräber, nichtmegalithische und megalithische<br> Trichterbecherkultur (gesamt)
description: {"references": ["Doris Mischka, Das Neolithikum in Flintbek, Kr. Rendsburg-Eckernf\u00f6rde, Schleswig-Holstein \u2013 Eine feinchronologische Studie zur Besiedlungsgeschichte einer Siedlungskammer anhand von Gr\u00e4bern, ungedruckte Habilitationsschrift Kiel 2011", "Doris Mischka in Vorbereitung, Flintbek, Kr. Rendsburg-Eckernf\u00f6rde, Schleswig-Holstein \u2013 Eine feinchronologische Studie zur Besiedlungsgeschichte einer Siedlungskammer anhand von Gr\u00e4bern. In: Fr\u00fche Monumentalit\u00e4t uns soziale Differenzierung."]}
DOI: 10.6084/m9.figshare.13490973
title: The electronic bee spy: Eavesdropping on honeybee communication via electrostatic field recordings - Supplemental Data and Codes

description: Supplemental data set, codes and documentation. Contains raw data, converted data, code for the microcontroller and analysis. PCB files, connections diagram, bill of materials and STL files for the 3D prints.
DOI: 10.6084/m9.figshare.13490976
title: Diagnostic and Prognostic Value of Circulating Tumor Cells in Renal Cell Cancer: A systematic review and Meta-analysis

description: <b>Figure legends</b><b></b> <b>Figure 1.</b> Results of quality evaluation by using QUADAS-2 scale. <b>Figure 2. </b>Flowchart for records selection process of the meta-analysis (According to PRISMA template: Moher D, Liberati A, Tetzlaff J, Altman DG, The PRISMA Group (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Med 6(7): e1000097. doi:10.1371/journal. Pmed 1000097) <b>Figure 3. </b>Diagnostic accuracy forest plots: Forest plots of total sensitivity (A) and specificity (B) in the above figure respectively, and random effect model was applied to all above the data synthesis<b></b> <b>Figure 4.</b> Deeks' funnel plot for publication bias of meta-analysis about diagnostic accuracy <b>Figure 5. </b>Forest plots of the relationship between CTC-positivity and disease stage <b>Figure 6. </b>The genic expression diagram of CA9 and CD147 (According to the GEPIA online tools: Tang Z, Li C, Kang B, et al (2017) GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses<b>.</b> <i>Nucleic Acids Res 45</i>(W1): W98–W102. https://doi.org/10.1093/nar/gkx247) <b>Tables</b> <b>Table 1.</b> Summary of eligible studies <b>Table 2. </b>Meta regression of diagnostic accuracy
DOI: 10.25573/data.10059461.v10
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Two Sensors: North and South<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br><br><br>
DOI: 10.25573/data.10059536.v9
title: Monthly summary_Parque Natural Metropolitano Crane

description: Monthly and daily summaries from Parque Natural Metropolitano (PNM) crane station. <br>Location: 8.994410°, - 79.543000°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)<br>Established in 1995, the PNM canopy crane is located at the North Western edge of Panama City, at the eastern edge of the Parque Natural Metropolitano (Metropolitan Nature Park) and is surrounded by 80-year old, lowland semi-deciduous forest. The crane is 42 meters tall. <br><br>The original station was located on the side of the tower at approximately 25m. Some sensors were later moved to the top of the tower.
DOI: 10.25573/data.10059530.v10
title: Monthly summary_Galeta Station

description: Monthly and daily summary from Galeta Island marine laboratory<br>Location: 9.402742°, -79.860837°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer)<br><br>Galeta Island Marine Laboratory physical monitoring station established in 1974<br>Galeta station is located 6 km North East of the city of Colon. Established in the 1960’s.
DOI: 10.25573/data.10059518.v10
title: Monthly summary_San Lorenzo Crane

description: Monthly and daily summaires from the San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.25573/data.10059476.v7
title: Monthly summary_Fortuna Station

description: Monthly and daily summary from the Fortuna Station (Centro de Investigaciones Jorge L. Arauz)<br>Location: 8° 43.340'N, 82° 14.241'W<br>Parameters: air temperature, wind speed and direction, precipitation, solar radiation (pyranometer)<br>Located in the highlands of the Chiriqui Province, in western Panama.There are three sensor locations: north clearing, south clearing, and a 15m tower.<br>
DOI: 10.6084/m9.figshare.13263023
title: Bankit

description: SqnSRA table
DOI: 10.25573/data.10059470.v10
title: Monthly summary_Culebra Station Tower

description: Punta Culebra Nature Center meteorological station. Established in 2002. <br>Location: 8.910718°N, -79.528919°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)
DOI: 10.6084/m9.figshare.13263023.v1
title: Bankit

description: SqnSRA table
DOI: 10.25573/data.10059467.v10
title: Monthly summary_Agua Salud, Celestino Tower

description: Monthly and daily summaries from the Agua Salud Celestino Tower. <br>Location 9.21142N, 79.72656W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation), soil moisture, net radiation, air pressure, evapotranspiration<br><br>Established in 2015 and is located at the eastern edge of the Soberania Nation Park, in an area of pastures and forest patches. The tower is 40ft (12.2m) tall
DOI: 10.5281/zenodo.4395737
title: Datasets from Water Research (2021) Volume 190, 15 February 2021, 116748

description: The dataset contains the raw data of the figures and tables reported in the open access publication " Ceballos-Escalera, A., Pous, N., Chiluiza-Ramos, P., Korth, B., Harnisch, F., Bañeras, Ll., Balaguer, M.D. and Puig, S. 2021. Electro-bioremediation of nitrate and arsenite polluted groundwater. <em>Water Research</em> 190C 116748".
DOI: 10.5281/zenodo.4395736
title: Datasets from Water Research (2021) Volume 190, 15 February 2021, 116748

description: The dataset contains the raw data of the figures and tables reported in the open access publication " Ceballos-Escalera, A., Pous, N., Chiluiza-Ramos, P., Korth, B., Harnisch, F., Bañeras, Ll., Balaguer, M.D. and Puig, S. 2021. Electro-bioremediation of nitrate and arsenite polluted groundwater. <em>Water Research</em> 190C 116748".
DOI: 10.25573/data.10059464.v10
title: Monthly summary_Bocas Station

description: Monthly and daily summary from the Bocas del Toro Research StationLocation: 9.351553°, -82.256565°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, dissolved oxygen, turbidity, salinity, pH<br><br>Sensors located on a platform located approximately 60m from the end of the station’s dock. Platform includes meteorological tower, Sea Surface Temperature probe and several sea level sensors. The current platform was built in 2012 to replace the original platform.
DOI: 10.25573/data.10059461.v11
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Two Sensors: North and South<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br><br><br>
DOI: 10.25573/data.10059458.v9
title: Monthly Summary_BCI, Vertical

description: Monthy and daily summary from Barro Colorado Island (BCI). Data organized in vertical format for long-term trend analysis<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.25573/data.10059455.v9
title: Monthly Summary_BCI, horizontal

description: Monthly and daily summary from Barro Colorado Island (BCI). Data organized in horizontal format for seasonal and inter-year comparisons<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.6084/m9.figshare.13263086
title: Tree_phylobayes

description: Model: MtArt
DOI: 10.6084/m9.figshare.13263086.v1
title: Tree_phylobayes

description: Model: MtArt
DOI: 10.6084/m9.figshare.13263083
title: Sequence Assembly and Base composition

description: Assembly note including failure of CR Base composition table
DOI: 10.6084/m9.figshare.13263083.v1
title: Sequence Assembly and Base composition

description: Assembly note including failure of CR Base composition table
DOI: 10.6084/m9.figshare.13263026
title: saturation

description: AA_saturationPCGs_saturation<br>
DOI: 10.6084/m9.figshare.13263026.v1
title: saturation

description: AA_saturationPCGs_saturation<br>
DOI: 10.6084/m9.figshare.13260158
title: Data_Matrix_54

description: 48taxa11AAaligned with transXConcatenate with Phylosuite
DOI: 10.6084/m9.figshare.13260158.v1
title: Data_Matrix_54

description: 48taxa11AAaligned with transXConcatenate with Phylosuite
DOI: 10.5281/zenodo.4395665
title: Heteroplasmy Benchmark Dataset - mitochondrial DNA mixture model - MiSeq - U5-H1-M1-M2-M3-M4-M5 - BAM

description: mtDNA mixture model of 2 mtDNA sequences belonging to haplogroups U5 and H1. Run on Illumina MiSeq with 3 different polymerases (Clontech, Herculase, NEB Taq), and different DNA extraction protocols - <strong>BAM FILES </strong> M1 = Mixture 1:2 i.e. 50% M2 = Mixture 1:10 i.e. 10% M3 = Mixture 1:50 i.e. 2% M4 = Mixture 1:100 i.e. 1% M5 = Mixture 1:200 i.e. 0.5%
DOI: 10.5281/zenodo.4001423
title: Heteroplasmy Benchmark Dataset - mitochondrial DNA mixture model - MiSeq - U5-H1-M1-M2-M3-M4-M5 - BAM

description: mtDNA mixture model of 2 mtDNA sequences belonging to haplogroups U5 and H1. Run on Illumina MiSeq with 3 different polymerases (Clontech, Herculase, NEB Taq), and different DNA extraction protocols - <strong>BAM FILES </strong> M1 = Mixture 1:2 i.e. 50% M2 = Mixture 1:10 i.e. 10% M3 = Mixture 1:50 i.e. 2% M4 = Mixture 1:100 i.e. 1% M5 = Mixture 1:200 i.e. 0.5%
DOI: 10.6084/m9.figshare.13491099
title: Assessing bioremediation strategies for heavy-metal contaminated sites based on the biogeochemical mechanism in Taiwan heavy metal-rich extreme environments

description: MOST project
DOI: 10.6084/m9.figshare.13491099.v1
title: Assessing bioremediation strategies for heavy-metal contaminated sites based on the biogeochemical mechanism in Taiwan heavy metal-rich extreme environments

description: MOST project
DOI: 10.6084/m9.figshare.13491087
title: Temporal and spatial evolution and influencing factors of public sentiment in natural disasters - A case study of Typhoon Haiyan

description: senti.py is used to calculate the sentiment value of tweetsBTMmodel.py BTM_model_window.py biterm.py are used to topic classfication.tweets.xls and test_tweets.csv are test data
DOI: 10.6084/m9.figshare.13491087.v1
title: Temporal and spatial evolution and influencing factors of public sentiment in natural disasters - A case study of Typhoon Haiyan

description: senti.py is used to calculate the sentiment value of tweetsBTMmodel.py BTM_model_window.py biterm.py are used to topic classfication.tweets.xls and test_tweets.csv are test data