cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1001756
title: 2746-Node Polish Energy System Data Of Transmission And Voltage Constraints Contribution To The Formation Of Lmp

description: This is the dataset that is used for the original article: "Contribution of Transmission and Voltage Constraints in the Formation of Locational Marginal Prices"

 

MATPOWER is required. The dataset obtained by MATPOWER ver6.0 tool [1].

Run run_matpower_acopf.m in MATLAB to start AC OPF. Offers should be saved in the MATLAB search path. Results of AC OPF are saved in bus, branch and gen files. Column names correspond to MATPOWER case file.

Price-bonding factors are saved in lambda_P_PBF and lambda_Q_PBF. Ones in MP, MQ columns correspond to marginal nodes for real and reactive power respectively. Ones in CV, CD columns correspond to controlled voltage magnitude and phase respectively. 

Acronyms in column names:


	C(N) - bidding price of a marginal generator at node N 
	Fmax(N) - maximum allowable real power throught line N, where N - index number of a line in branch.csv with binding constraint
	LAMP_P - LMP for real power
	LAM_Q - LMP for reactive power
	PBF - price-bonding factor
	TC - transmission constraint
	VC - voltage constraint
	V(N) - maximum (minimum) allowed voltages at node N
description: {"references": ["Zimmerman RD, Murillo-Sanchez CE, Thomas RJ. MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education. IEEE Trans Power Syst 2011;26:12\u20139. doi:10.1109/TPWRS.2010.2051168."]}
DOI: 10.5281/zenodo.1001757
title: 2746-Node Polish Energy System Data Of Transmission And Voltage Constraints Contribution To The Formation Of Lmp

description: This is the dataset that is used for the original article: "Contribution of Transmission and Voltage Constraints in the Formation of Locational Marginal Prices"

 

MATPOWER is required. The dataset obtained by MATPOWER ver6.0 tool [1].

Run run_matpower_acopf.m in MATLAB to start AC OPF. Offers should be saved in the MATLAB search path. Results of AC OPF are saved in bus, branch and gen files. Column names correspond to MATPOWER case file.

Price-bonding factors are saved in lambda_P_PBF and lambda_Q_PBF. Ones in MP, MQ columns correspond to marginal nodes for real and reactive power respectively. Ones in CV, CD columns correspond to controlled voltage magnitude and phase respectively. 

Acronyms in column names:


	C(N) - bidding price of a marginal generator at node N 
	Fmax(N) - maximum allowable real power throught line N, where N - index number of a line in branch.csv with binding constraint
	LAMP_P - LMP for real power
	LAM_Q - LMP for reactive power
	PBF - price-bonding factor
	TC - transmission constraint
	VC - voltage constraint
	V(N) - maximum (minimum) allowed voltages at node N
description: {"references": ["Zimmerman RD, Murillo-Sanchez CE, Thomas RJ. MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education. IEEE Trans Power Syst 2011;26:12\u20139. doi:10.1109/TPWRS.2010.2051168."]}
DOI: 10.5281/zenodo.1048801
title: Supplementary Data: "Challenges In Automated High-Throughput Ab Initio Thermodynamics Of Magnetic High-Entropy Alloys"

description: These supplementary data contain input and output files of EMTO density-functional theory (DFT) calculations and IPython/Jupyter notebooks that were used in analyzing the data for the paper "Challenges in automated high-throughput ab initio thermodynamics of magnetic high-entropy alloys".

The data are organized as follows:


	<em>alloy_discovery</em> folder contains the analysis notebooks and the processed EMTO DFT output data in a h5 database.

	
		An installation of Python and Jupyter notebooks is required to run the notebooks. A recommended way of installing them is the Anaconda Python distribution: https://www.anaconda.com/download/
		It is recommended to first run the Requirements notebook, which checks what Python dependencies are needed to be downloaded.
		DFT output data is stored as an HDF5 database is located in the <em>results</em> subfolder.
		Figures generated with the notebooks are located in the <em>figures </em>subfolder.
	
	
	<em>output_files </em>folder contains raw output files of EMTO DFT calculations.
	<em>input_files </em>folder contains raw input files that were used in the EMTO DFT calculations.
DOI: 10.14457/cmu.res.2007.500
title: สถานภาพการเลี้ยงโคขุน แบบมีพันธะสัญญาของเกษตรกร ในจังหวัดเชียงใหม่ /
DOI: 10.4225/23/5a0a3dad94dd9
title: Pre-sleep habits, evening electronic device use and sleep patterns in athletes
DOI: 10.5281/zenodo.1045453
title: Source Location Privacy Aware Routing Protocols Selection Results

description: This is the dataset used to generate the results for the journal paper " A Decision Theoretic Framework for Selecting Source Location Privacy Aware Routing Protocols in Wireless Sensor Networks"  at Future Generation Computer Systems (FGCS) 2018.
description: The instructions about how to reproduce results can be found at /doc/papers/FGCS2018.md in the https://bitbucket.org/Chen_Gu/slp-algorithms-tinyos/src
DOI: 10.5281/zenodo.1045454
title: Source Location Privacy Aware Routing Protocols Selection Results

description: This is the dataset used to generate the results for the journal paper " A Decision Theoretic Framework for Selecting Source Location Privacy Aware Routing Protocols in Wireless Sensor Networks"  at Future Generation Computer Systems (FGCS) 2018.
description: The instructions about how to reproduce results can be found at /doc/papers/FGCS2018.md in the https://bitbucket.org/Chen_Gu/slp-algorithms-tinyos/src
DOI: 10.5517/ccdc.csd.cc1q6q5t
title: CCDC 1585376: Experimental Crystal Structure Determination

description: Related Article: Mostafa Amini|2017|CSD Communication|||
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: 10.5281/zenodo.1048418
title: Mars Target Encyclopedia - Lpsc Abstracts Labeled Data Set

description: This data set contains annotated text versions of 2-page abstracts published at the Lunar and Planetary Science Conference in 2015 and 2016.

The original PDF abstracts are available at:


	https://www.hou.usra.edu/meetings/lpsc2015/programAbstracts/view/
	https://www.hou.usra.edu/meetings/lpsc2016/programAbstracts/view/


The text files in this archive were extracted using the Apache Tika PDF parsing tool.  The text is provided here so that the annotations can be viewed.  The text content remains copyright of the original abstract authors.

The annotations (entities and relations) are provided in the format used by the brat annotation tool.  To view the annotations in a web-based graphical form, install the brat tool (http://brat.nlplab.org/).  These annotations were generated using brat v1.3.  The annotation files are also human-readable and can be parsed in to be used directly in code.

<strong>Contents</strong>:


	lpsc15/: 62 abstracts
	lpsc16/: 55 abstracts


Each directory contains a .txt and .ann file for each abstract.  The .ann file is in brat standoff format (http://brat.nlplab.org/standoff.html).

Additional .conf files are provided to generate color highlighting and keyboard shortcuts.  These are used by the brat tool.

<strong>Attribution</strong>:

If you use this data set in your own work, please cite this DOI:

10.5281/zenodo.1048419

Please also cite this paper, which provides additional details about the data set.

Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, and Nina Lanza. "Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature."  <em>Proceedings of the Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence</em>, 2018.
description: {"references": ["Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, and Nina Lanza. \"Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature.\"\u00a0 Proceedings of the Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence, 2018."]}
DOI: 10.5281/zenodo.1048419
title: Mars Target Encyclopedia - Lpsc Abstracts Labeled Data Set

description: This data set contains annotated text versions of 2-page abstracts published at the Lunar and Planetary Science Conference in 2015 and 2016.

The original PDF abstracts are available at:


	https://www.hou.usra.edu/meetings/lpsc2015/programAbstracts/view/
	https://www.hou.usra.edu/meetings/lpsc2016/programAbstracts/view/


The text files in this archive were extracted using the Apache Tika PDF parsing tool.  The text is provided here so that the annotations can be viewed.  The text content remains copyright of the original abstract authors.

The annotations (entities and relations) are provided in the format used by the brat annotation tool.  To view the annotations in a web-based graphical form, install the brat tool (http://brat.nlplab.org/).  These annotations were generated using brat v1.3.  The annotation files are also human-readable and can be parsed in to be used directly in code.

<strong>Contents</strong>:


	lpsc15/: 62 abstracts
	lpsc16/: 55 abstracts


Each directory contains a .txt and .ann file for each abstract.  The .ann file is in brat standoff format (http://brat.nlplab.org/standoff.html).

Additional .conf files are provided to generate color highlighting and keyboard shortcuts.  These are used by the brat tool.

<strong>Attribution</strong>:

If you use this data set in your own work, please cite this DOI:

10.5281/zenodo.1048419

Please also cite this paper, which provides additional details about the data set.

Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, and Nina Lanza. "Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature."  <em>Proceedings of the Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence</em>, 2018.
description: {"references": ["Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, and Nina Lanza. \"Mars Target Encyclopedia: Rock and Soil Composition Extracted from the Literature.\"\u00a0 Proceedings of the Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence, 2018."]}
DOI: 10.5281/zenodo.1048816
title: Supplementary Data: "Challenges In Automated High-Throughput Ab Initio Thermodynamics Of Magnetic High-Entropy Alloys"

description: These supplementary data contain input and output files of EMTO density-functional theory (DFT) calculations and IPython/Jupyter notebooks that were used in analyzing the data for the paper "Challenges in automated high-throughput ab initio thermodynamics of magnetic high-entropy alloys".

The data are organized as follows:


	<em>alloy_discovery</em> folder contains the analysis notebooks and the processed EMTO DFT output data in a h5 database.

	
		An installation of Python and Jupyter notebooks is required to run the notebooks. A recommended way of installing them is the Anaconda Python distribution: https://www.anaconda.com/download/
		It is recommended to first run the Requirements notebook, which checks what Python dependencies are needed to be downloaded.
		DFT output data is stored as an HDF5 database is located in the <em>results</em> subfolder.
		Figures generated with the notebooks are located in the <em>figures </em>subfolder.
	
	
	<em>output_files </em>folder contains raw output files of EMTO DFT calculations.
	<em>input_files </em>folder contains raw input files that were used in the EMTO DFT calculations.
DOI: 10.5517/ccdc.csd.cc1q6fzb
title: CCDC 1585122: Experimental Crystal Structure Determination

description: Related Article: Sebastian J. Petrik, Christopher L. Brown, Sue E. Boyd, Peter C. Healy|2017|CSD Communication|||
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.cc1q6g0d
title: CCDC 1585123: Experimental Crystal Structure Determination

description: Related Article: Sebastian J. Petrik, Christopher L. Brown, Sue E. Boyd, Peter C. Healy|2017|CSD Communication|||
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.cc1q6rh5
title: CCDC 1585417: Experimental Crystal Structure Determination

description: Related Article: Li-Jun Li |2017|CSD Communication|||
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.cc1q6rk7
title: CCDC 1585419: Experimental Crystal Structure Determination

description: Related Article: Li-Jun Li |2017|CSD Communication|||
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.ccwtm1b
title: CCDC 828972: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, Glen B. Deacon, Thomas Behrsing|2017|CSD Communication|||
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: 10.4225/23/5a0a92399290b
title: The Psychomotor Vigilance Test: A comparison of different test durations in elite athletes
DOI: 10.5517/ccdc.csd.cc1q6qwj
title: CCDC 1585398: Experimental Crystal Structure Determination

description: Related Article: Jianzhong Chen|2017|CSD Communication|||
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.cc1q6qxk
title: CCDC 1585399: Experimental Crystal Structure Determination

description: Related Article: Jianzhong Chen|2017|CSD Communication|||
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.ccvqsdq
title: CCDC 796464: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, Michael I. Bruce, Martin Jevric, Martin Jevric|2017|CSD Communication|||
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: 10.14457/kmutt.res.2003.119
title: การไฮโดรไลซิส และการเกิดกรดของหนังไก่และไส้ไก่จากโรงงานชำแหละไก่ /
DOI: 10.14457/kmutt.res.2003.120
title: การไฮโดรไลซิส และการเกิดกรดของผลิตภัณฑ์ ประเภทโครงไก่และกระดูกไก่จากโรงงานชำแหละไก่ /
DOI: 10.14457/kmutt.res.2003.121
title: การใช้ไฟไนต์เอลิเมนต์วิเคราะห์การขึ้นรูปโลหะแผ่น Cover Fuel Filler /
DOI: 10.14457/kmutt.res.2004.109
title: การไหลสองสถานะของก๊าซ-ของเหลว ภายในช่องวงแหวนแคบของท่อซ้อนร่วมศูนย์กลาง /
DOI: 10.14457/kmutt.res.2004.110
title: การให้บริการโดยสารประจำทางในเขตเทศบาลนครราชสีมา /
DOI: 10.14457/kmutt.res.2005.140
title: กำลังของดินขาวลำปาง ผสมสารประกอบโซเดียมและโปแทสเซียมไฮดรอกไซด์ /
DOI: 10.5281/zenodo.1048954
title: ConvLMD

description: Dataset of MWIR coaxial images of Laser Metal Deposition process using different laser power and robot speed configurations.
DOI: 10.5281/zenodo.1048955
title: Convlmd

description: Dataset of MWIR coaxial images of Laser Metal Deposition process using different laser power and robot speed configurations.
DOI: 10.14457/kmutt.res.2002.110
title: การใช้แปลงเวปเล็ตในการวิเคราะห์เสียงสะท้อนที่ 60 ดีบี /
DOI: 10.14457/kmutt.res.2003.122
title: การใช้ไนไตรต์เป็นสารรับอิเล็กตรอนในการกำจัดฟอสฟอรัสทางชีวภาพ /
DOI: 10.14457/kmutt.res.2004.111
title: การใช้โครงข่ายประสาทเทียม ในการทำนายการดำเนินงานของกระบวนการแอคติเว็ทเต็ดสลัดจ์ ในการบำบัดน้ำทิ้งชุมชน /
DOI: 10.14457/kmutt.res.2009.200
title: การใช้โปรแกรมแบบจำลองทางคณิตศาสตร์เพื่อควบคุมลายวงจร ด้วยเทคนิคการชดเชยความคลาดเคลื่อนทางแสง /
DOI: 10.14457/kmutt.res.2010.129
title: การใช้โอโซนเพื่อบำบัดสารละลายสีย้อมด้วยกระบวนการเมมเบรนคอนแทคเตอร์ : ผลของ pH /
DOI: 10.5281/zenodo.1045471
title: On The Dominant Factor Controlling Seasonal Hydrological Forecast Skill In China

description: This is the open-access material for Paper water-228727, which is used to identify the dominant factor controlling seasonal hydrological forecast skill over China. This material contains three files, namely DATA.rar, CODE.rar, and README.txt. The first two files are archived folders with the dataset, codes and scripts for each figure of this paper inclusive. The README.txt gives a detailed introduction of the file structures within each archive (i.e., DATA and CODE).
DOI: 10.5967/m0ng4nqh
title: CanopyDB Publications
DOI: 10.14457/kmutt.res.2002.111
title: การใช้เทคนิคเซลฟ์มิกซิ่งในแหล่งกำเนิดเลเซอร์ไดโอดกับงานมาตรวิทยา /
DOI: 10.14457/kmutt.res.2004.112
title: การใช้แบบจำลองคอมพิวเตอร์ในการปรับปรุงประสิทธิภาพระบบจ่ายน้ำ /
DOI: 10.14457/kmutt.res.2008.148
title: การใช้แบคทีเรียที่มีคุณสมบัติผลิตเอนไซม์ไคติเนส ร่วมกับ 1-MCP และ Active packaging ในการควบคุมโรคขั้วหวีเน่าของกล้วยหอมทอง /
DOI: 10.14457/kmutt.res.2010.130
title: การใช้เทคโนโลยีสารสนเทศในหน่วยงานก่อสร้างในประเทศไทย /
DOI: 10.5281/zenodo.1045470
title: On The Dominant Factor Controlling Seasonal Hydrological Forecast Skill In China

description: This is the open-access material for Paper water-228727, which is used to identify the dominant factor controlling seasonal hydrological forecast skill over China. This material contains three files, namely DATA.rar, CODE.rar, and README.txt. The first two files are archived folders with the dataset, codes and scripts for each figure of this paper inclusive. The README.txt gives a detailed introduction of the file structures within each archive (i.e., DATA and CODE).
DOI: 10.5281/zenodo.1030238
title: Profiling The Transcriptome With Rna Spots

description: Raw data for profiling mouse ES-E14 cell culture transcripts with RNA SPOTs
DOI: 10.5281/zenodo.1030239
title: Profiling The Transcriptome With Rna Spots

description: Raw data for profiling mouse ES-E14 cell culture transcripts with RNA SPOTs
DOI: 10.5517/ccdc.csd.cc1q6jgx
title: CCDC 1585199: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, Michael I. Bruce, Mark E. Smith|2017|CSD Communication|||
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: 10.25499/soqo7xczyjtcvs72dif4mfrb7f
title: Submitted chemical data for InChIKey PYZRQGJRPPTADH-UHFFFAOYSA-N
DOI: 10.5967/m0hq3x06
title: CanopyDB Ecology Informatics Tools
DOI: 10.15129/a80174b4-1e48-4472-9fc2-e99738de523a
title: Computer-Supported Collaborative Design Factors From Literature

description: The aim of this investigation is to collect and categorise the CSCD factors which influence the work of engineering design teams. Factors were collected during a systematic literature review. Data is from papers published 2010 till February 2017. Academic search engines utilised were: ProQuest, Engineering Village, IEEE Xplore, Scopus, EBSCO and ACM Digital Library. Data was categorised by the author of the document based on a collaboration categorisation system first presented in Mattessich, P.W. & Monsey, B.R., 1992. Collaboration: what makes it work. A review of research literature on factors influencing successful collaboration., ERIC. Sub categories were created based on the context of the paper.
DOI: 10.5281/zenodo.1048472
title: Evapotranspiration Components, Soil Water Content And Net Primary Productivity In A Black Locust Plantation

description: ET components, i.e. transpiration (T), soil evaporation(E) and canopy interception (I), soil water and net primary productivity (NPP), water use efficiency (WUE) were estimated in a black locust plantation during a drier (2015) and a wetter (2016) growing season (i.e., June to September).
DOI: 10.5281/zenodo.1048473
title: Evapotranspiration Components, Soil Water Content And Net Primary Productivity In A Black Locust Plantation

description: ET components, i.e. transpiration (T), soil evaporation(E) and canopy interception (I), soil water and net primary productivity (NPP), water use efficiency (WUE) were estimated in a black locust plantation during a drier (2015) and a wetter (2016) growing season (i.e., June to September).
DOI: 10.5967/m0cz358v
title: DNR Leave Tree Project
DOI: 10.17632/xr9ksxph5z.1
title: Data for: A rapid and precise method for the analysis of underivatized amino acids in natural samples using volatile-ion-pairing reverse-phase liquid chromatography/electrospray ionization tandem mass spectrometry

description: SI_Example_Data_Template = a template for importing raw LC-MS data for use in the included processing script. Included is some example raw data to demonstrate the script. SI_Example_Processing_Script = an R script for processing LC-MS and sample data, including full quantification of samples. SI_Tables = amino acid concentrations for all samples used in the paper of the same title as this data set.
DOI: 10.5967/m0862dkw
title: CanopyDB Ecology Field Studies
DOI: 10.17632/xr9ksxph5z.2
title: Data for: A rapid and precise method for the analysis of underivatized amino acids in natural samples using volatile-ion-pairing reverse-phase liquid chromatography/electrospray ionization tandem mass spectrometry

description: SI_Example_Data_Template = a template for importing raw LC-MS data for use in the included processing script. Included is some example raw data to demonstrate the script. SI_Example_Processing_Script = an R script for processing LC-MS and sample data, including full quantification of samples. SI_Tables = amino acid concentrations for all samples used in the paper of the same title as this data set.