cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15113796
title: Results of "Mapping the urban heat Island at the territory scale: An unsupervised learning approach for urban planning applied to the Canton of Geneva" https://doi.org/10.1016/j.scs.2023.104677

description: This repository contains the results related to the publication:

"Mapping the urban heat island at the territory scale: An unsupervised learning approach for urban planning applied to the Canton of Geneva"https://doi.org/10.1016/j.scs.2023.104677

Specifically, it includes:





Weather files in EPW format, where the temperature column has been modified to account for the urban heat island (UHI) effect, as estimated using the UWG (Urban Weather Generator) model. One file is provided for each microclimate cluster identified in the study and CHE_Geneva.067000_IWEC.epw is the reference rural weather file.




A GPKG file containing the subdivision of the Canton of Geneva into the various clusters (see the Cluster_GM column in the attribute table).



Note: In the article, clusters are numbered from 1 to 10, while the files use numbering from 0 to 9. For consistency with the publication, cluster 0 corresponds to cluster 1, and so on.
DOI: 10.5281/zenodo.15113797
title: Results of "Mapping the urban heat Island at the territory scale: An unsupervised learning approach for urban planning applied to the Canton of Geneva" https://doi.org/10.1016/j.scs.2023.104677

description: This repository contains the results related to the publication:

"Mapping the urban heat island at the territory scale: An unsupervised learning approach for urban planning applied to the Canton of Geneva"https://doi.org/10.1016/j.scs.2023.104677

Specifically, it includes:





Weather files in EPW format, where the temperature column has been modified to account for the urban heat island (UHI) effect, as estimated using the UWG (Urban Weather Generator) model. One file is provided for each microclimate cluster identified in the study and CHE_Geneva.067000_IWEC.epw is the reference rural weather file.




A GPKG file containing the subdivision of the Canton of Geneva into the various clusters (see the Cluster_GM column in the attribute table).



Note: In the article, clusters are numbered from 1 to 10, while the files use numbering from 0 to 9. For consistency with the publication, cluster 0 corresponds to cluster 1, and so on.
DOI: 10.5281/zenodo.15057331
title: TextBite: A Historical Czech Document Dataset for Logical Page Segmentation

description: TextBite is a dataset of historical Czech documents spanning the 18th to 20th centuries, featuring diverse layouts from newspapers, dictionaries, and handwritten records. It is mainly aimed at logical segmentation, but can be used for other tasks as well. Additionally, part of the dataset contains handwritten documents, primarily records from schools and public organizations, introducing extra segmentation challenges due to their more loosely structured layouts.

In total, the dataset contains 8,449 annotated pages, from which 7,346 pages are printed and 1,103 are handwritten. The pages contain a total of 78,863 segments. The test subset contains 964 pages, of which 185 are handwritten. The annotations are provided in an extended COCO format. Each segment is represented by a set of axis aligned bounding boxes, which are connected by directed relationships, representing reading order. To include these relationships in the COCO format, a new top-level key relations is added. Each relation entry specifies a source and a target bounding box.

In addition to the layout annotations, we provide a textual representation of the pages produced by Optical Character Recognition (OCR) tool PERO-OCR. These come in the form of XML files in the PAGE-XML format, which includes an enclosing polygon for each individual textline along with the transcriptions and their confidences. Lastly, we provide the OCR results in the ALTO format, which includes polygons for individual words in the page image.
DOI: 10.5281/zenodo.15113923
title: TextBite: A Historical Czech Document Dataset for Logical Page Segmentation

description: TextBite is a dataset of historical Czech documents spanning the 18th to 20th centuries, featuring diverse layouts from newspapers, dictionaries, and handwritten records. It is mainly aimed at logical segmentation, but can be used for other tasks as well. Additionally, part of the dataset contains handwritten documents, primarily records from schools and public organizations, introducing extra segmentation challenges due to their more loosely structured layouts.

In total, the dataset contains 8,449 annotated pages, from which 7,346 pages are printed and 1,103 are handwritten. The pages contain a total of 78,863 segments. The test subset contains 964 pages, of which 185 are handwritten. The annotations are provided in an extended COCO format. Each segment is represented by a set of axis aligned bounding boxes, which are connected by directed relationships, representing reading order. To include these relationships in the COCO format, a new top-level key relations is added. Each relation entry specifies a source and a target bounding box.

In addition to the layout annotations, we provide a textual representation of the pages produced by Optical Character Recognition (OCR) tool PERO-OCR. These come in the form of XML files in the PAGE-XML format, which includes an enclosing polygon for each individual textline along with the transcriptions and their confidences. Lastly, we provide the OCR results in the ALTO format, which includes polygons for individual words in the page image.
DOI: 10.5281/zenodo.15113897
title: Data supporting the publication: scICE - Enhancing Clustering Reliability and Efficiency of Single-cell RNA Sequencing Data with Multi-Cluster Label Consistency Evaluation

description: This dataset contains 48 real and simulated single-cell RNA sequencing (scRNA-seq) datasets. In each dataset file, rows represent cells, and columns represent genes. The first column indicates the cell type label for each cell. This dataset was used for the scICE project.
DOI: 10.5281/zenodo.15113898
title: Data supporting the publication: scICE - Enhancing Clustering Reliability and Efficiency of Single-cell RNA Sequencing Data with Multi-Cluster Label Consistency Evaluation

description: This dataset contains 48 real and simulated single-cell RNA sequencing (scRNA-seq) datasets. In each dataset file, rows represent cells, and columns represent genes. The first column indicates the cell type label for each cell. This dataset was used for the scICE project.
DOI: 10.18434/mds2-3738
title: Gateway for Co-Simulation using ns-3
DOI: 10.5519/qd.ndan0dnx
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.hxang7
title: Occurrence Download

description: A dataset containing 718778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus Fischer, 1803"
 ]
}

 The dataset includes 718778 records from 1522 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008189-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/decrip
title: msXL_334r_65_46.jpg
DOI: 10.25346/s6eecgix/adnk9n
title: msXL_334r_65_45.jpg
DOI: 10.25346/s6eecgix/6myx5m
title: msXL_334r_65_44.jpg
DOI: 10.25346/s6eecgix/zvu8wl
title: msXL_334r_65_43.jpg
DOI: 10.25346/s6eecgix/l3qvi8
title: msXL_334r_65_42.jpg
DOI: 10.15468/dl.dxdw7q
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picea glauca"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006456-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/sbhsbb
title: msXL_334r_65_41.jpg
DOI: 10.25346/s6eecgix/9fjmoj
title: msXL_334r_65_40.jpg
DOI: 10.15468/dl.45gb9j
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gmelina philippensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 259 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006457-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/cdw6kp
title: msXL_334r_65_39.jpg
DOI: 10.25346/s6eecgix/a3exan
title: msXL_334r_65_38.jpg
DOI: 10.25346/s6eecgix/xpxuge
title: msXL_334r_46_37.jpg
DOI: 10.25346/s6eecgix/vc87rg
title: msXL_334r_46_36.jpg
DOI: 10.25346/s6eecgix/iz6er3
title: msXL_334r_46_35.jpg
DOI: 10.25346/s6eecgix/ap3j1b
title: msXL_334r_46_34.jpg
DOI: 10.25346/s6eecgix/fjeqmw
title: msXL_334r_46_33.jpg
DOI: 10.25346/s6eecgix/wl4whe
title: msXL_334r_46_32.jpg
DOI: 10.25346/s6eecgix/uwyxs2
title: msXL_334r_46_31.jpg
DOI: 10.25346/s6eecgix/qzuxtg
title: msXL_334r_46_30.jpg
DOI: 10.25346/s6eecgix/2bklvc
title: msXL_334r_46_29.jpg
DOI: 10.25346/s6eecgix/lfpnia
title: msXL_334r_46_28.jpg
DOI: 10.25346/s6eecgix/1tuex0
title: msXL_334r_46_27.jpg
DOI: 10.25346/s6eecgix/a6bvcx
title: msXL_334r_46_26.jpg
DOI: 10.15468/dl.jhu6da
title: Occurrence Download

description: A dataset containing 724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polyplectron malacense (Scopoli, 1786)"
 ]
}

 The dataset includes 724 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239259-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsvc5q
title: Occurrence Download

description: A dataset containing 5631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Regulus calendula (Linnaeus, 1766)",
 "Year 2011-2018"
 ]
}

 The dataset includes 5631 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235139-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.supl3c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Masdevallia ventricularia Rchb.f.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014047-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmd95r
title: Occurrence Download

description: A dataset containing 1303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "DatasetKey is naturgucker",
 "DatasetKey is Xeno-canto - Bird sounds from around the world"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agelaius phoeniceus (Linnaeus, 1766)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1303 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245337-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwruwt
title: Occurrence Download

description: A dataset containing 31055954 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 31055954 records from 1892 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239258-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6esfc
title: Occurrence Download

description: A dataset containing 35672393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 35672393 records from 3004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005205-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th6q7h
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.53013 -37.05331,-26.95198 -37.05331,-26.95198 17.99382,-89.53013 17.99382,-89.53013 -37.05331))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus norvegicus (Berkenhout, 1769)"
 ]
}

 The dataset includes 708 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051809-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y6hb45g3k6
title: A high-quality hourly, daily and monthly solar irradiance dataset in China during 1981-2014 based on MERRA-2 Reanalysis products

description: A high-quality hourly, daily and monthly solar irradiance dataset in China during 1981-2014 based on MERRA-2 Reanalysis products Wenmin Qin1, Lunche Wang1, Ming Zhang1, Lan Feng1, Yulong Zhong1, Qiqi Zhu1，Hejin Fang1, Hong Cai1, Chao Yang2 1Hubei Key Laboratory of Critical Zone Evolution, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China; 2 Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan 430077, China; Corresponding author: Wenmin Qin, Hubei Key Laboratory of Critical Zone Evolution, School of Geography and Information Engineering, China University of Geosciences, Lumo road 388, Hongshan District, Wuhan 430074, China; Tel.: +86 18163315797; E-mail: qinwenmin@cug.edu.cn. Abstract: Solar irradiance (SI) is the main driving factor contributing to climate change and energy balance between the land and atmosphere. High-quality records of global solar irradiance (GHI), direct normal irradiance (DNI) and diffuse solar irradiance (DIF) are of vital importance for solar applications, but the solar radiation observations are sparse around the world. As an alternative, numerous SI reanalysis data in grid format have been developed in regional and global scales. Among them, the MERRA-2 (Modern-Era Retrospective Analysis for Research and Applications, version 2) products could provide high quality SI records with acceptable accuracy and long temporal ranges. This study attempted to improve the accuracy of GHI records derived from MERRA-2 products, and to generate grid DNI and DIF datasets for all-sky conditions over mainland China during 1981-2014, based on the REST2 model and cloud transmittance estimates combining sunshine observations. The results indicate that the estimated GHI values (GHInew) show higher agreements with GHI measurement at 17 CMA (China meteorological administrations) stations than that for the GHI records derived from MERRA-2 products (MERRA-2 GHI). Then, grid GHI, DNI and DIF datasets (0.50° (lat) *0.625° (lon)) throughout China were constructed. The results indicated that the MERRA-2 GHI records may overestimate the GHI values over mainland China. The grid GHI, DNI and DIF dataset generated in this study can assist in numerous solar studies and applications.
DOI: 10.15468/dl.b94z9s
title: Occurrence Download

description: A dataset containing 1796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.29096 -37.05327,-27.57157 -37.05327,-27.57157 14.42477,-88.29096 14.42477,-88.29096 -37.05327))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus rattus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1796 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051810-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkbk8x
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.29096 -36.05791,-21.99529 -36.05791,-21.99529 14.42477,-88.29096 14.42477,-88.29096 -36.05791))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Striatobalanus amaryllis (Darwin, 1854)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051811-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14578082
title: YUNOGOGIKA – PEDAGOGIKANING MUSTAQIL SOHASI SIFATIDA

description: Ushbu maqolada pedagogikaning yoshlar ijtimoiy rivojlanishini pedagogik qo‘llab-quvvatlashni o‘rganadigan, yoshlarga pedagogik ta’sir ko‘rsatishning pedagogik texnologiyalari va usullarini ishlab chiqadigan sohasi – yunogogika haqida fikr yuritilgan. Shuningdek, pedagogikaning ushbu sohasi o‘smirlarga shaxsiy o‘zini o‘zi belgilash va uning ijtimoiy yo‘naltirilgan tafakkurini shakllantirish, o‘g‘il va qizlarni ijtimoiylashtirish va tarbiyalash jarayonlariga xizmat qilishi bayon qilingan.
DOI: 10.5281/zenodo.14578083
title: YUNOGOGIKA – PEDAGOGIKANING MUSTAQIL SOHASI SIFATIDA

description: Ushbu maqolada pedagogikaning yoshlar ijtimoiy rivojlanishini pedagogik qo‘llab-quvvatlashni o‘rganadigan, yoshlarga pedagogik ta’sir ko‘rsatishning pedagogik texnologiyalari va usullarini ishlab chiqadigan sohasi – yunogogika haqida fikr yuritilgan. Shuningdek, pedagogikaning ushbu sohasi o‘smirlarga shaxsiy o‘zini o‘zi belgilash va uning ijtimoiy yo‘naltirilgan tafakkurini shakllantirish, o‘g‘il va qizlarni ijtimoiylashtirish va tarbiyalash jarayonlariga xizmat qilishi bayon qilingan.
DOI: 10.17632/bd4wc3m3np
title: Dataset: MD-2088 natscilivecustomer 02May2019

description: sddsfffd
DOI: 10.15468/dl.zz22fv
title: Occurrence Download

description: A dataset containing 3567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.67137 -33.51403,-21.99529 -33.51403,-21.99529 17.99385,-87.67137 17.99385,-87.67137 -33.51403))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 3567 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051812-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3nkshccbk8
title: Data for: 3390793

description: Dissemination of knowledge and creativity inducing systems of reward and are often what defines the right to take part in cultural life. The intellectual property system, specifically copyright, often clashes and dances with this prerogative. Is public knowledge really free, or does it necessarily need a mutually exclusive relationship with reward? This paper looks into exhausted examples such as the use of technological protection measures (TPM), where right to take part in cultural life struggles to coexist with the current copyright system. Firstly, it tries to answer how the right to take part in cultural life is affected by intrusive TPM in digital media content and the related impending issues; Then, it establishes the boundaries for Member States to enact TPM legislation, when considering exceptions and limitations and the current EU aqcuis. Finally, it goes into the multiple interests at stake, and how far into them can the EU legislator intervene to promote both copyright claims and cultural rights.
DOI: 10.17632/7mjcr7465r
title: RDM

description: test
DOI: 10.17632/5xszsp66xn
title: Test Embargo Part 2
DOI: 10.6084/m9.figshare.28108013
title: Redefining the pathways in the basilar pons. The pontine homunculus; the transverse fibres of the pons

description: Instructions:1) Download FAC, specimen 1 - 4 for the human specimens and FAC Macaca Mulatta / fractional anisotropy maps and run with 3D slicer for neuronavigation in transverse, sagittal, coronal planes.2) Download:program-data package for DSI STUDIO (https://dsi-studio.labsolver.org/download.html) and for 3D slicer (https://download.slicer.org/).Method:Diffusion tractography was performed on human specimen One from Duke University using DSI Studio (http://dsi-studio.labsolver.org/). A high-angular resolution diffusion MR imaging (HARDI) scheme was used, and a total of 120 diffusion sampling directions were acquired. The b-value was 4000 s/mm<sup>2</sup>. The in-plane resolution and the slice thickness were both 0.2 mm. The diffusion tensor was calculated.Download fib file (Reg_S64550_nii4d.nii.gz.src.gz.012fx.dti.fib) and Browse/open it with dsi studio. Double click on fib file to open. Open yellow folder in the Region Window of dsi studio and upload nodif_brain_mask.nii.gz file to render the tracts with an anatomical background GRE.Download and open with yellow folder in Tract list in dsi studio script for the descending and transverse fibres of the pons.trkData created in the Duke Center for In Vivo Microscopy (CIVM). Post-processing, MRI Analysis, tractography and study conducted at UNSW. Dr Christodoulos Skliros.Reference:Principles of organisation within the pathways in the brainstem and thalamus. UNSW 2022.https://doi.org/10.26190/unsworks/24097<br>
DOI: 10.6073/pasta/c36771553e2e5b733c6243d74fe58631
title: Cascade Project at North Temperate Lakes LTER Core Data Nutrients 1991 - 2019

description: Physical and chemical variables are measured at one central station near the deepest point of each lake. In most cases these measurements are made in the morning (0800 to 0900). Vertical profiles are taken at varied depth intervals. Chemical measurements are sometimes made in a pooled mixed layer sample (PML); sometimes in the epilimnion, metalimnion, and hypolimnion; and sometimes in vertical profiles. In the latter case, depths for sampling usually correspond to the surface plus depths of 50percent, 25percent, 10percent, 5percent and 1percent of surface irradiance. The 1991-1999 chemistry data was obtained from the Lachat auto-analyzer. Like the process data, there are up to seven samples per sampling date due to Van Dorn collections across a depth interval according to percent irradiance. Voichick and LeBouton (1994) describe the autoanalyzer procedures in detail. Nutrient samples were sent to the Cary Institute of Ecosystem Studies for analysis beginning in 2000. The Kjeldahl method for measuring nitrogen is not used at IES, and so measurements reported from 2000 onwards are Total Nitrogen.
DOI: 10.17632/t26g36hmmz
title: SSTIR test dataset 3-100MB-user3

description: test