cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3984913
title: Cluster-based Table Detection Dataset

description: This data set contains PDF segments and document features, combined with a label whether a segment is part of a table or not. The contained features are: file: Corresponding PDF file name page: Page where the cluster is located, starting with 0 bbox: Bounding box of the cluster, stored as (x_0,x_1,y_0,y_1) text: This information had to be removed because it can be confidential. n_nodes: Number of layout elements in the cluster approx_size: Approximate number of cells when assuming a tabular cluster structure tabular_fill_score: Percentage of filled cells. This is calculated by building an artificial grid over the cluster and set the cells which would be filled relative to the maximal possible number, namely the approx_size. loop_score: Percentage of loops present in a cluster, relative to the maximal possible number. rectangle_score: Percentage of unique rectangles in a cluster, relative to the maximal possible number (which would be one rectangle per element) x_sparsity_abs: Average length of horizontal edges in a cluster x_sparsity_rel: Average length of horizontal edges in a cluster (i.e. x_sparsity_abs), relative to the horizontal sparsity the same page font_size_entropy: Shannon entropy of the font sizes in a cluster font_name_entropy: Shannon entropy of the font names in a cluster bold_pct: Percentage of bold texts in a cluster italic_pct: Percentage of italic texts in a cluster font_size_entropy_doc: Shannon entropy of the font sizes in a document font_name_entropy_doc: Shannon entropy of the font names in a document bold_pct_doc: Percentage of bold texts in a document italic_pct_doc: Percentage of italic texts in a document font_size_entropy_diff: Deviation of the font size entropy of a cluster (i.e. font_size_entropy) compared to the corresponding measurement on document-level (i.e. font_size_entropy_doc) font_name_entropy_diff: Deviation of the font name entropy of a cluster (i.e. font_name_entropy) compared to the corresponding measurement on document-level (i.e. font_name_entropy_doc) bold_pct_diff: Deviation of the percentage of bold texts in a cluster (i.e. bold_pct) compared to the corresponding measurement on document-level (i.e. bold_pct_doc) italic_pct_doc_diff: Deviation of the percentage of italic texts in a cluster (i.e. italic_pct) compared to the corresponding measurement on document-level (i.e. italic_pct_doc) is_table: Label indicating with 1 that a cluster contains pure table content and 0 otherwise
DOI: 10.25592/uhhfdm.1414
title: 3D Model of an Eye Mirror medical device

description: 3D Model of an Eye Mirror medical device Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device All parts included in the package: small light bulb, connection cable, metallic plug, left and right ophthalmoscope. The lid is attached with two metal hinges and can be closed with a metal latch. The ophthalmoscope and the accessories are housed in the recesses provided for them. Visual appearance of the box:<br> Outside black and partly silky matt. Inside with a violet velvet, dull flocculation surface finish. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25405/data.ncl.12789323
title: PLEXUS Lysimeter Meteorological Data

description: This dataset presents the meteorological data collected at Lysimeter 10 at the National Green Infrastructure Facility (NGIF). Please see the readme file for details.<b><br></b><b>Changes in v3.0:</b><b>2020-08-13: </b>Cumulative rainfall and drainage data at 15-min frequency between 12.06.2019 and 14.06.2019 have been added as a separate data file.<br><b>Changes in v2.0:</b><b>2020-08-13: </b>Daily potential evapotranspiration calculated using FAO Penman – Monteith method have been added as a separate data file.<br><br>
DOI: 10.25592/uhhfdm.985
title: 3D Model of an Eye Mirror medical device

description: 3D Model of an Eye Mirror medical device Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device All parts included in the package: small light bulb, connection cable, metallic plug, left and right ophthalmoscope. The lid is attached with two metal hinges and can be closed with a metal latch. The ophthalmoscope and the accessories are housed in the recesses provided for them. Visual appearance of the box:<br> Outside black and partly silky matt. Inside with a violet velvet, dull flocculation surface finish. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25405/data.ncl.12789323.v3
title: PLEXUS Lysimeter Meteorological Data

description: This dataset presents the meteorological data collected at Lysimeter 10 at the National Green Infrastructure Facility (NGIF). Please see the readme file for details.<b><br></b><b>Changes in v3.0:</b><b>2020-08-13: </b>Cumulative rainfall and drainage data at 15-min frequency between 12.06.2019 and 14.06.2019 have been added as a separate data file.<br><b>Changes in v2.0:</b><b>2020-08-13: </b>Daily potential evapotranspiration calculated using FAO Penman – Monteith method have been added as a separate data file.<br><br>
DOI: 10.25405/data.ncl.12789323.v2
title: PLEXUS Lysimeter Meteorological Data

description: This dataset presents the meteorological data collected at Lysimeter 10 at the National Green Infrastructure Facility (NGIF). Please see the readme file for details.<br><b>Changes in v2.0:</b><b>2020-08-13: </b>Daily potential evapotranspiration calculated using FAO Penman – Monteith method have been added as a separate data file.<br><br>
DOI: 10.25592/uhhfdm.1415
title: 3D Model of an Eye Mirror medical device - part Mirror

description: 3D Model of an Eye Mirror medical device - part Mirror Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the ophthalmoscope:<br> Metallic silver shiny and black silky mat surface. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25592/uhhfdm.987
title: 3D Model of an Eye Mirror medical device - part Mirror

description: 3D Model of an Eye Mirror medical device - part Mirror Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the ophthalmoscope:<br> Metallic silver shiny and black silky mat surface. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25592/uhhfdm.1416
title: 3D Model of an Eye Mirror medical device - part Plug

description: 3D Model of an Eye Mirror medical device - part Plug Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the plug:<br> Metallic silver shiny with a red button. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25592/uhhfdm.1005
title: 3D Model of an Eye Mirror medical device - part Plug

description: 3D Model of an Eye Mirror medical device - part Plug Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the plug:<br> Metallic silver shiny with a red button. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25592/uhhfdm.1417
title: 3D Model of an Eye Mirror medical device - part Cable

description: 3D Model of an Eye Mirror medical device - part Cable Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the connection cable:<br> Woven brown cable with metallic plugs in wooden housing on each of its ends. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.25592/uhhfdm.1003
title: 3D Model of an Eye Mirror medical device - part Cable

description: 3D Model of an Eye Mirror medical device - part Cable Inv.-Nr.: MMH 11092<br> Date: ca 1900<br> Author/creator: M.D. Instrumente<br> Provenance: unknown<br> Institution: -<br> Provider: Medizinhistorisches Museum Hamburg<br> Branch (field): Ophthalmology Medical instrument / Examination device Visual appearance of the connection cable:<br> Woven brown cable with metallic plugs in wooden housing on each of its ends. An opthalmoscope is a medical device for the physical examination of the eyes. With its electrical lamp it allows to see inside the fundus of the human eye. It was first invented in Great Britain but mainly developed in Germany after 1850. This 3D scan was made possible within the framework of the Hamburg Open Science programme by funding from the Ministry of Science, Research and Equality of the Free and Hanseatic City of Hamburg.
DOI: 10.5281/zenodo.3982717
title: Presence of the Otter (Lutra lutra) influenced by habitat factors in the Gelderse Poort: A potential migration route

description: BsccProject_Data<br> - excell sheet contains raw data as first entered. <br> - excell sheet contains data for final statistical analyses<br> BsccProject_figures <br> - contains important figures from the statistical analyses<br> BsccProject_GQGIS<br> - contains all shapes from the research area in the Gelderse Poort. BScPrject_Description<br> - contains description and explenation of habitat variables scored BScProject_management plan<br> - contains time table of activities BScProject_Scripts<br> - contains scripts of statistical analyses done in studio R
DOI: 10.5281/zenodo.3982716
title: Presence of the Otter (Lutra lutra) influenced by habitat factors in the Gelderse Poort: A potential migration route

description: BsccProject_Data<br> - excell sheet contains raw data as first entered. <br> - excell sheet contains data for final statistical analyses<br> BsccProject_figures <br> - contains important figures from the statistical analyses<br> BsccProject_GQGIS<br> - contains all shapes from the research area in the Gelderse Poort. BScPrject_Description<br> - contains description and explenation of habitat variables scored BScProject_management plan<br> - contains time table of activities BScProject_Scripts<br> - contains scripts of statistical analyses done in studio R
DOI: 10.5281/zenodo.3984949
title: Document Visibilty Graph Threshold Estimation Dataset

description: The aim of this dataset is to help with an estimation of thresholds used in geometrical algorithms for the creation of Visibility Graphs out of document content. For that purpose, the following thresholds are optimal values, leading to an maximal Area F1 for Table Region Detection tasks where those thresholds are the basis. Prediction target thresholds are: x_eps: alignment epsilon for vertical edges in points y_eps: alignment epsilon for horizontal edges in points page_ratio_x: maximal relative horizontal distance of two nodes where an edge can be created page_ratio_y: maximal relative vertical distance of two nodes where an edge can be created threshold_page_width: Indicating at maximal which width of a node the width should be added as an edge condition width_pct_eps: relative width difference of nodes as a condition for vertical edges font_eps: Font size difference between two nodes in points, acting again as an edge condition Independent variables here are: font_size_entropy: Shannon entropy of font sizes in a document, related to if a comparision of font sizes would be meaninful or is frequently present font_name_entropy: Shannon entropy of font names in a document bold_pct: percentage of bold texts in a document italic_pct: percentage of italic texts in a document x_var: deviation of the coordinate-based horizontal differences between nodes y_var: deviation of the coordinate-based vertical differences between nodes avg_width: average width of textual elements The corresponding PDF documents used will be referred in upcoming versions.
DOI: 10.5281/zenodo.3984948
title: Document Visibilty Graph Threshold Estimation Dataset

description: The aim of this dataset is to help with an estimation of thresholds used in geometrical algorithms for the creation of Visibility Graphs out of document content. For that purpose, the following thresholds are optimal values, leading to an maximal Area F1 for Table Region Detection tasks where those thresholds are the basis. Prediction target thresholds are: x_eps: alignment epsilon for vertical edges in points y_eps: alignment epsilon for horizontal edges in points page_ratio_x: maximal relative horizontal distance of two nodes where an edge can be created page_ratio_y: maximal relative vertical distance of two nodes where an edge can be created threshold_page_width: Indicating at maximal which width of a node the width should be added as an edge condition width_pct_eps: relative width difference of nodes as a condition for vertical edges font_eps: Font size difference between two nodes in points, acting again as an edge condition Independent variables here are: font_size_entropy: Shannon entropy of font sizes in a document, related to if a comparision of font sizes would be meaninful or is frequently present font_name_entropy: Shannon entropy of font names in a document bold_pct: percentage of bold texts in a document italic_pct: percentage of italic texts in a document x_var: deviation of the coordinate-based horizontal differences between nodes y_var: deviation of the coordinate-based vertical differences between nodes avg_width: average width of textual elements The corresponding PDF documents used will be referred in upcoming versions.
DOI: 10.5517/ccqk3r3
title: CCDC 671855: Experimental Crystal Structure Determination

description: Related Article: O.V. Gutov,E.B. Rusanov,O.A. Yegorov,A.N. Chernega|2008|Zh.Org.Farm.Khim.|6|46|
DOI: 10.5517/ccqk3q2
title: CCDC 671854: Experimental Crystal Structure Determination

description: Related Article: O.V. Gutov,E.B. Rusanov,O.A. Yegorov,A.N. Chernega|2008|Zh.Org.Farm.Khim.|6|46|
DOI: 10.5517/ccy4tvq
title: CCDC 868584: Experimental Crystal Structure Determination

description: Related Article: Ying-ming Yao, Li-sheng Mao, Xin-hua Lu, Qi Shen, Jie Sun|2001|Zhongguo Xitu Xuebao|19|308|
DOI: 10.15161/oar.it/30621
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.25500/edata.bham.00000527
title: Research data supporting publication "Phase separation and collapse in almost density matched depletion induced colloidal gels in presence and absence of air bubbles: an MRI imaging study."
DOI: 10.5281/zenodo.3984975
title: The insertion of a mitochondrial selfish element into the nuclear genome and its consequences: supporting data sets and scripts

description: Supplementary data sets and script for the article "The insertion of a mitochondrial selfish element into the nuclear genome and its consequences". The original source code with versioning is available at https://gitlab.gwdg.de/molsysevol/umag_11064 .
DOI: 10.5281/zenodo.3984974
title: The insertion of a mitochondrial selfish element into the nuclear genome and its consequences: supporting data sets and scripts

description: Supplementary data sets and script for the article "The insertion of a mitochondrial selfish element into the nuclear genome and its consequences". The original source code with versioning is available at https://gitlab.gwdg.de/molsysevol/umag_11064 .
DOI: 10.5281/zenodo.3984991
title: Surface thermographies from laboratory wind-wave experiments and numerical shear flows

description: This folder contains 18 datasets of surface thermographies from laboratory wind-wave experiments and numerical simulations of turbulent shear flows at various wind conditions for the analyses of streamwise thermal streaks. There are 8 datasets from the laboratory experiments conducted in the wind-wave facility Aeolotron at Heidelberg University, and 10 cases of numerical shear flows bounded by a flat surface and a wavy boundary. Each dataset contains about 20 images, and is stored in a HDF5 file. More details are described in the readme file.
DOI: 10.5525/gla.researchdata.425
title: Organisational learning in the University: a case study of change in higher education

description: Documents and other resources underpinning Dawn McKenzie's PhD Thesis.
DOI: 10.5281/zenodo.3887265
title: Dataset used for PARASOL/GRASP aerosol products validation with AERONET and comparison with MODIS

description: <strong>Dataset used for PARASOL/GRASP aerosol products validation with AERONET and comparison with MODIS </strong> 1. PARASOL/GRASP vs. AERONET for 2005-2013 AOD at 443, 490, 550, 565, 670, 865 and 1020 nm AE (440/870) AODF and AODC at 550 nm SSA at 440, 675, 870, and 1020 nm AAOD at 550 nm 2. PARASOL/GRASP, PARASOL/Operational, MODIS (DT, DB and MAIAC) vs. AERONET for year 2008 AOD 550 nm AE (440/670) and AE (440/870) AODF and AODC 550 nm 3. Inter-comparison of daily 0.1 degree grided PARASOL and MODIS aerosol products for year 2008 Daily 0.1 x 0.1 degree grided PARASOL and MODIS AOD 550 nm for 2008 PARASOL/HP; PARASOL/Models; MODIS/DT; MODIS/DB; MODIS/MAIAC <strong><em>Please follow the data policy of each data source:</em></strong> PARASOL/GRASP: GRASP-OPEN (https://www.grasp-open.com/products/) PARASOL/Operational: ICARE (http://www.icare.univ-lille1.fr) MODIS/DT and DB C6 MYD04_L2: ICARE (http://www.icare.univ-lille1.fr) MODIS/MAIAC MAC19A2: NASA LAADS (https://ladsweb.modaps.eosdis.nasa.gov) AERONET: http://www.aeronet.gsfc.nasa.gov Details can be found in manuscript: Chen, C., O. Dubovik, D. Fuertes, P. Litvinov, T. Lapyonok, A. Lopatin, F. Ducos, Y. Derimian, M. Herman, D. Tanré, L. A. Remer, A. Lyapustin, A. M. Sayer, R. C. Levy, N. C. Hsu, J. Descloitres, L. Li, B. Torres, Y. Karol, M. Herrera, M. Herreras., M. Aspetsberger, M. Wanzenboeck, L. Bindreiter, D. Marth, A. Hangler, and Federspiel C., Validation of GRASP algorithm product from POLDER/PARASOL data and assessment of multi-angular polarimetry potential for aerosol monitoring, submitted to ESSD, https://essd.copernicus.org/preprints/essd-2020-224/, 2020.
DOI: 10.5281/zenodo.3887264
title: Dataset used for PARASOL/GRASP aerosol products validation with AERONET and comparison with MODIS

description: <strong>Dataset used for PARASOL/GRASP aerosol products validation with AERONET and comparison with MODIS </strong> 1. PARASOL/GRASP vs. AERONET for 2005-2013 AOD at 443, 490, 550, 565, 670, 865 and 1020 nm AE (440/870) AODF and AODC at 550 nm SSA at 440, 675, 870, and 1020 nm AAOD at 550 nm 2. PARASOL/GRASP, PARASOL/Operational, MODIS (DT, DB and MAIAC) vs. AERONET for year 2008 AOD 550 nm AE (440/670) and AE (440/870) AODF and AODC 550 nm 3. Inter-comparison of daily 0.1 degree grided PARASOL and MODIS aerosol products for year 2008 Daily 0.1 x 0.1 degree grided PARASOL and MODIS AOD 550 nm for 2008 PARASOL/HP; PARASOL/Models; MODIS/DT; MODIS/DB; MODIS/MAIAC <strong><em>Please follow the data policy of each data source:</em></strong> PARASOL/GRASP: GRASP-OPEN (https://www.grasp-open.com/products/) PARASOL/Operational: ICARE (http://www.icare.univ-lille1.fr) MODIS/DT and DB C6 MYD04_L2: ICARE (http://www.icare.univ-lille1.fr) MODIS/MAIAC MAC19A2: NASA LAADS (https://ladsweb.modaps.eosdis.nasa.gov) AERONET: http://www.aeronet.gsfc.nasa.gov Details can be found in manuscript: Chen, C., O. Dubovik, D. Fuertes, P. Litvinov, T. Lapyonok, A. Lopatin, F. Ducos, Y. Derimian, M. Herman, D. Tanré, L. A. Remer, A. Lyapustin, A. M. Sayer, R. C. Levy, N. C. Hsu, J. Descloitres, L. Li, B. Torres, Y. Karol, M. Herrera, M. Herreras., M. Aspetsberger, M. Wanzenboeck, L. Bindreiter, D. Marth, A. Hangler, and Federspiel C., Validation of GRASP algorithm product from POLDER/PARASOL data and assessment of multi-angular polarimetry potential for aerosol monitoring, submitted to ESSD, https://essd.copernicus.org/preprints/essd-2020-224/, 2020.