cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7118517
title: PURE: a Dataset of Public Requirements Documents

description: Please cite this dataset as Ferrari, A., Spagnolo, G. O., & Gnesi, S. (2017, September). PURE: A dataset of public requirements documents. In 2017 IEEE 25th International Requirements Engineering Conference (RE) (pp. 502-505). IEEE.

https://ieeexplore.ieee.org/abstract/document/8049173

This dataset presents PURE (PUblic REquirements dataset), a dataset of 79 publicly available natural language requirements documents collected from the Web. The dataset includes 34,268 sentences and can be used for natural language processing tasks that are typical in requirements engineering, such as model synthesis, abstraction identification and document structure assessment. It can be further annotated to work as a benchmark for other tasks, such as ambiguity detection, requirements categorisation and identification of equivalent re-quirements. In the associated paper, we present the dataset and we compare its language with generic English texts, showing the peculiarities of the requirements jargon, made of a restricted vocabulary of domain-specific acronyms and words, and long sentences. We also present the common XML format to which we have manually ported a subset of the documents, with the goal of facilitating replication of NLP experiments. The XML documents are also available for download.

The paper associated to the dataset can be found here: 

https://ieeexplore.ieee.org/document/8049173/

More info about the dataset is available here: 

http://nlreqdataset.isti.cnr.it

Preprint of the paper available at ResearchGate:

https://goo.gl/HxJD7X

The dataset includes:

- all the documents in PDF format

- a subset of 19 documents in XML format

- the .xsd schema of the XML files

The dataset has been created by gathering data from web sources and we are not aware of license agreements or intellectual property rights on the requirements. The curator took utmost diligence in minimizing the risks of copyright infringement by using non-recent data that is less likely to be critical, by sampling a subset of the original requirements collection, and by qualitatively analyzing the requirements. In case of copyright infringement, please contact the dataset curator (Alessio Ferrari, alessio.ferrari@cnr.it, alessio.ferrari@ucd.ie) to discuss the possibility of removal of that dataset [see Zenodo's policies].
DOI: 10.15468/dl.949afv
title: Occurrence Download

description: A dataset containing 19637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Acanthisitta chloris (Sparrman, 1787))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19637 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042055-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw9m9c
title: Occurrence Download

description: A dataset containing 6948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parablennius gattorugine (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 6948 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042056-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2rvw8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromus hordeaceus C.C.Gmel."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042057-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26036/cnp0003280
title: Single-nucleus chromatin accessibility landscape across distinct adult rat organs

description: Single-nucleus chromatin accessibility landscape across distinct adult rat organs
DOI: 10.15468/dl.52p5zj
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paraclinus marmoratus (Steindachner, 1876)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 74 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042058-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv4bwp
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paraclinus nigripinnis (Steindachner, 1867)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 147 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042060-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nzdaq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromus hordeaceus subsp. hordeaceus × racemosus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042059-241126133413365/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2fq1cl
title: CCDC 2255509: Experimental Crystal Structure Determination

description: Related Article: Xin Wang, Shunsheng He, Jun Chen, Jiamin Wei, Chaoyue Chen, Wenyan Shi, Dayu Wu, Lianshe Fu, Tinghai Yang|2023|Dalton Trans.|53|276|doi:10.1039/D3DT03218C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fxlhg
title: CCDC 2261806: Experimental Crystal Structure Determination

description: Related Article: Balázs Szathmári, Csaba Fekete, Zsolt Kelemen, Tamás Holczbauer, László Nyulászi, Ilona Kovács|2023|Eur.J.Inorg.Chem.|26|e202300316|doi:10.1002/ejic.202300316
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fyk76
title: CCDC 2262728: Experimental Crystal Structure Determination

description: Related Article: Zhen-Lang Xie, Zhao-Hui Zhou|2023|Dalton Trans.|53|186|doi:10.1039/D3DT03445C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fzr8g
title: CCDC 2263876: Experimental Crystal Structure Determination

description: Related Article: Hitoshi Izu, Devashish Girish Bhave, Yuto Matsuoka, W. M. C. Sameera, Kazuki Tanifuji, Yasuhiro Ohki|2023|Eur.J.Inorg.Chem.|26|e202300399|doi:10.1002/ejic.202300399
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g71rj
title: CCDC 2270897: Experimental Crystal Structure Determination

description: Related Article: Weiyang Li, Xiaochun Li, Koen Robeyns, Mariusz Wolff, Joseph Kfoury, Julianna Oláh, Radovan Herchel, Serhiy Demeshko, Franc Meyer, Yann Garcia|2023|Dalton Trans.|53|1449|doi:10.1039/D3DT02474A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g71qh
title: CCDC 2270896: Experimental Crystal Structure Determination

description: Related Article: Weiyang Li, Xiaochun Li, Koen Robeyns, Mariusz Wolff, Joseph Kfoury, Julianna Oláh, Radovan Herchel, Serhiy Demeshko, Franc Meyer, Yann Garcia|2023|Dalton Trans.|53|1449|doi:10.1039/D3DT02474A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bklfy
title: CCDC 2161860: Experimental Crystal Structure Determination

description: Related Article: Xiaoshuang Gou, Yuewei Wu, Mengmeng Wang, Ning Liu, Wenlong Lan, Yi-Quan Zhang, Wei Shi, Peng Cheng|2023|Dalton Trans.|53|148|doi:10.1039/D3DT02714G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bklq7
title: CCDC 2161869: Experimental Crystal Structure Determination

description: Related Article: Xiaoshuang Gou, Yuewei Wu, Mengmeng Wang, Ning Liu, Wenlong Lan, Yi-Quan Zhang, Wei Shi, Peng Cheng|2023|Dalton Trans.|53|148|doi:10.1039/D3DT02714G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fyk87
title: CCDC 2262729: Experimental Crystal Structure Determination

description: Related Article: Zhen-Lang Xie, Zhao-Hui Zhou|2023|Dalton Trans.|53|186|doi:10.1039/D3DT03445C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gkdk0
title: CCDC 2280842: Experimental Crystal Structure Determination

description: Related Article: Zhen-Lang Xie, Zhao-Hui Zhou|2023|Dalton Trans.|53|186|doi:10.1039/D3DT03445C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gwynz
title: CCDC 2290982: Experimental Crystal Structure Determination

description: Related Article: Xuemei Wen, Juan Cheng, Peiqi Qian, Zhizhuan Zhang, Hongmei Zeng, Ling Huang, Guohong Zou, Zhien Lin|2023|Dalton Trans.|53|260|doi:10.1039/D3DT02867D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gwyp0
title: CCDC 2290983: Experimental Crystal Structure Determination

description: Related Article: Xuemei Wen, Juan Cheng, Peiqi Qian, Zhizhuan Zhang, Hongmei Zeng, Ling Huang, Guohong Zou, Zhien Lin|2023|Dalton Trans.|53|260|doi:10.1039/D3DT02867D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fyk98
title: CCDC 2262730: Experimental Crystal Structure Determination

description: Related Article: Zhen-Lang Xie, Zhao-Hui Zhou|2023|Dalton Trans.|53|186|doi:10.1039/D3DT03445C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gwp9c
title: CSD 2290723: Experimental Crystal Structure Determination

description: Related Article: Leonid Salamakha, Oksana Sologub, Berthold Stöger, Herwig Michor, Ernst Bauer, Peter F. Rogl|2023|Dalton Trans.|53|233|doi:10.1039/D3DT02825A
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.14502543
title: Metadata for data collected by the FROGBEAR project, 2017-2023

description: This archive contains metadata for material collected by the research project From the Ground Up: Buddhism and East Asian Religions (FROGBEAR), based at the University of British Columbia (UBC) and sponsored by a partnership grant from the Social Science and Humanities Research Council of Canada. 

The project produced photographs and video recordings for the study of Buddhism and other religions of East Asia. They were collected primarily in China, Japan, Korea, Taiwan, and Thailand. 

The material was collected between 2017 and 2023 by participants in the  FROGBEAR project, and is also stored in the Open Collections of the UBC Library. It, and all the documents in this archive, are released under a Creative Commons Attribution 4.0 License.

The metadata consists of 1558 records, each describing one or more digital objects (files). These files will be available separately on Zenodo. In total 7806 files are described, in the following formats:



JPEG image, 5862 files

TIFF image, 1649 files

PNG image, 157 files

MP4 video, 104 files

Quicktime video, 30 files

MPEG video, 2 files

PDF document, 1 file

XLSX spreadsheet, 1 file


The metadata uses a subset of the Dublin Core Terms, as specified by the UBC Library. 

The metadata is provided in several formats:



A spreadsheet in OpenDocument Spreadsheet format, titled "FROGBEAR Metadata and File List.ods". This file contains two tables, FROGBEAR_Records, containing key data from all metadata records, and FROGBEAR_Files, containing a list of folder and filenames, keyed to the unique identifiers (ID) in the FROGBEAR_Records table.

Two Comma-Separated Value format files (UTF-8 encoding), containing the metadata records ("FROGBEAR Metadata.csv") and a list of files ("FROGBEAR File List.csv")

Complete metadata in JSON format, with one JSON file for each record, in three folders representing separate collections in which the records were orginally stored in the UBC Library Open Collections. These categorizations are not relevant for most purposes, but are maintained for legacy compatibility:



42591: Graduate Research

52383: Faculty Research and Publications

52387: UBC Community and Partner Publications



Complete metadata in RDF XML format, with one XML file for each record, in the same structure as for JSON files above.
DOI: 10.5281/zenodo.14502544
title: Metadata for data collected by the FROGBEAR project, 2017-2023

description: This archive contains metadata for material collected by the research project From the Ground Up: Buddhism and East Asian Religions (FROGBEAR), based at the University of British Columbia (UBC) and sponsored by a partnership grant from the Social Science and Humanities Research Council of Canada. 

The project produced photographs and video recordings for the study of Buddhism and other religions of East Asia. They were collected primarily in China, Japan, Korea, Taiwan, and Thailand. 

The material was collected between 2017 and 2023 by participants in the  FROGBEAR project, and is also stored in the Open Collections of the UBC Library. It, and all the documents in this archive, are released under a Creative Commons Attribution 4.0 License.

The metadata consists of 1558 records, each describing one or more digital objects (files). These files will be available separately on Zenodo. In total 7806 files are described, in the following formats:



JPEG image, 5862 files

TIFF image, 1649 files

PNG image, 157 files

MP4 video, 104 files

Quicktime video, 30 files

MPEG video, 2 files

PDF document, 1 file

XLSX spreadsheet, 1 file


The metadata uses a subset of the Dublin Core Terms, as specified by the UBC Library. 

The metadata is provided in several formats:



A spreadsheet in OpenDocument Spreadsheet format, titled "FROGBEAR Metadata and File List.ods". This file contains two tables, FROGBEAR_Records, containing key data from all metadata records, and FROGBEAR_Files, containing a list of folder and filenames, keyed to the unique identifiers (ID) in the FROGBEAR_Records table.

Two Comma-Separated Value format files (UTF-8 encoding), containing the metadata records ("FROGBEAR Metadata.csv") and a list of files ("FROGBEAR File List.csv")

Complete metadata in JSON format, with one JSON file for each record, in three folders representing separate collections in which the records were orginally stored in the UBC Library Open Collections. These categorizations are not relevant for most purposes, but are maintained for legacy compatibility:



42591: Graduate Research

52383: Faculty Research and Publications

52387: UBC Community and Partner Publications



Complete metadata in RDF XML format, with one XML file for each record, in the same structure as for JSON files above.
DOI: 10.5517/ccdc.csd.cc2fyk65
title: CCDC 2262727: Experimental Crystal Structure Determination

description: Related Article: Zhen-Lang Xie, Zhao-Hui Zhou|2023|Dalton Trans.|53|186|doi:10.1039/D3DT03445C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hhf9r
title: CCDC 2308734: Experimental Crystal Structure Determination

description: Related Article: Juan-Juan Hou, Huan Liu, Ting Wang, Bao-Qiang Tian, Yang Yang, Xian-Ming Zhang|2023|Dalton Trans.|53|1245|doi:10.1039/D3DT03486K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hhbv6
title: CCDC 2308658: Experimental Crystal Structure Determination

description: Related Article: Juan-Juan Hou, Huan Liu, Ting Wang, Bao-Qiang Tian, Yang Yang, Xian-Ming Zhang|2023|Dalton Trans.|53|1245|doi:10.1039/D3DT03486K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.pfhh2b
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paraconger caudilimbatus (Poey, 1867)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 153 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042062-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygxkrt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bromus commutatus × hordeaceus subsp. hordeaceus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042063-241126133413365/datasets/export for details.
DOI: 10.5281/zenodo.13991560
title: Code and data for "Multiple planetary boundaries preclude BECCS outside of agricultural areas"

description: This repository contains the model code, scripts, configuration files, key results and documentation for the main analysis in:

Braun, et al. “Multiple planetary boundaries preclude BECCS outside of agricultural areas”

It contains:

# LPJmL

## 1_LPJmL_model_code

## 2_configure_runs

## 3_configurations

# R

## 1_generate_inputs

## 2_process_input_data

## 3_beccs_optimization

# Results

## 1_source_data_figures

## 2_further_results

# README
DOI: 10.5281/zenodo.13991561
title: Code and data for "Multiple planetary boundaries preclude BECCS outside of agricultural areas"

description: This repository contains the model code, scripts, configuration files, key results and documentation for the main analysis in: 

Braun, et al. “Multiple planetary boundaries preclude BECCS outside of agricultural areas”

It contains: 

# LPJmL

## 1_LPJmL_model_code 

## 2_configure_runs

## 3_configurations

# R

## 1_generate_inputs

## 2_process_input_data

## 3_beccs_optimization

# Results

# README