cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10521193
title: MRMPROBS tutorial dataset

description: This dataset is designed for use with MRMPROBS and its accompanying tutorial. It contains:



A raw data file (*.lcd) of lipid extraction from mouse muscle tissue acquired using Shimadzu QTOF LCMS-9030 with DIA-MS-OAD (Data Independent Acquisition-Mass Spectrometry-Oxygen Addition Dissociation) method 

Output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_*) generated by MS-DIAL analysis

Additional files utilized in the MRMPROBS tutorial video


To reproduce the tutorial results:



Load the project in MS-DIAL: Open the MRMPROBS_tutorial.mdproject file. Please note that it is necessary that the MS-DIAL analysis output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_)  are also located in the same folder.

Follow the tutorial instructions: Proceed through the tutorial steps to analyze the data and achieve the same results.


Sample information:



Methyl-tert-butyl ether (MTBE) lipid extraction from C57BL/6J mice


Experiment parameter:



The precursor isolation window of the DIA method is written in swath_dictionary.txt. 

Nexera X2 UPLC system (Shimadzu, Kyoto, Japan) was used as the LC system. Lipids were separated using an Imtakt UK-C18 MF column (50 mm × 2 mm:3 μm) (Imtakt, Kyoto, Japan). The MS detection of lipids was performed using a QTOF-MS (LCMS-9030; Shimadzu, MA, USA).
DOI: 10.5281/zenodo.10521192
title: MRMPROBS tutorial dataset (for MS-DIAL5)

description: This dataset is designed for use with MRMPROBS and its accompanying tutorial. It contains:



A raw data file (*.lcd) of lipid extraction from mouse muscle tissue acquired using Shimadzu QTOF LCMS-9030 with DIA-MS-OAD (Data Independent Acquisition-Mass Spectrometry-Oxygen Addition Dissociation) method 

Output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_*) generated by MS-DIAL analysis

Additional files utilized in the MRMPROBS tutorial video


To reproduce the tutorial results:



Load the project in MS-DIAL: Open the MRMPROBS_tutorial.mdproject file. Please note that it is necessary that the MS-DIAL analysis output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_)  are also located in the same folder.

Follow the tutorial instructions: Proceed through the tutorial steps to analyze the data and achieve the same results.


Sample information:



Methyl-tert-butyl ether (MTBE) lipid extraction from C57BL/6J mice


Experiment parameter:



The precursor isolation window of the DIA method is written in swath_dictionary.txt. 

Nexera X2 UPLC system (Shimadzu, Kyoto, Japan) was used as the LC system. Lipids were separated using an Imtakt UK-C18 MF column (50 mm × 2 mm:3 μm) (Imtakt, Kyoto, Japan). The MS detection of lipids was performed using a QTOF-MS (LCMS-9030; Shimadzu, MA, USA).
DOI: 10.5281/zenodo.10589122
title: MRMPROBS tutorial dataset (for MS-DIAL5)

description: This dataset is designed for use with MRMPROBS and its accompanying tutorial. It contains:



A raw data file (*.lcd) of lipid extraction from mouse muscle tissue acquired using Shimadzu QTOF LCMS-9030 with DIA-MS-OAD (Data Independent Acquisition-Mass Spectrometry-Oxygen Addition Dissociation) method 

Output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_*) generated by MS-DIAL analysis

Additional files utilized in the MRMPROBS tutorial video


To reproduce the tutorial results:



Load the project in MS-DIAL: Open the MRMPROBS_tutorial.mdproject file. Please note that it is necessary that the MS-DIAL analysis output files (20231204_QC_* and  AlignmentResult_2024_01_16_17_)  are also located in the same folder.

Follow the tutorial instructions: Proceed through the tutorial steps to analyze the data and achieve the same results.


Sample information:



Methyl-tert-butyl ether (MTBE) lipid extraction from C57BL/6J mice


Experiment parameter:



The precursor isolation window of the DIA method is written in swath_dictionary.txt. 

Nexera X2 UPLC system (Shimadzu, Kyoto, Japan) was used as the LC system. Lipids were separated using an Imtakt UK-C18 MF column (50 mm × 2 mm:3 μm) (Imtakt, Kyoto, Japan). The MS detection of lipids was performed using a QTOF-MS (LCMS-9030; Shimadzu, MA, USA).
DOI: 10.5281/zenodo.10608441
title: LENS: A LEO Satellite Network Measurement Dataset - 202311 - Part 1

description: LENS dataset 2023-11 Part 1

Please see https://github.com/clarkzjw/LENS for the complete description of the dataset.
DOI: 10.5281/zenodo.10608442
title: LENS: A LEO Satellite Network Measurement Dataset - 202311 - Part 1

description: LENS dataset 2023-11 Part 1

Please see https://github.com/clarkzjw/LENS for the complete description of the dataset.
DOI: 10.5281/zenodo.10614490
title: LENS: A LEO Satellite Network Measurement Dataset - 202311 - Part 2

description: LENS dataset 2023-11 Part 2

Please see https://github.com/clarkzjw/LENS for the complete description of the dataset.
DOI: 10.5281/zenodo.10614491
title: LENS: A LEO Satellite Network Measurement Dataset - 202311 - Part 2

description: LENS dataset 2023-11 Part 2

Please see https://github.com/clarkzjw/LENS for the complete description of the dataset.
DOI: 10.26180/24883281
title: data

description: starcraft
DOI: 10.26180/24883281.v2
title: data

description: starcraft
DOI: 10.26180/24883281.v1
title: data

description: starcraft
DOI: 10.5281/zenodo.10020033
title: Starlink Latency and Downlink Throughput Measurement Dataset

description: Please refer to `README.txt` for a description of this dataset.
DOI: 10.5281/zenodo.10020034
title: Starlink Latency and Downlink Throughput Measurement Dataset

description: Please refer to `README.txt` for a description of this dataset.
DOI: 10.57967/hf/1745
title: KABR-telemetry
DOI: 10.6084/m9.figshare.25149683.v1
title: training dataset and testing dataset

description: Datasets
DOI: 10.6084/m9.figshare.25149683
title: training dataset and testing dataset

description: Datasets
DOI: 10.17909/qn84-n051
title: Data from "The atmosphere of HD 149026b: Low metal-enrichment and weak energy transport"
DOI: 10.5281/zenodo.8303501
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Otto Jaekel, http://www.wikidata.org/entity/Q70028. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q70028
DOI: 10.5281/zenodo.8303504
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Phoebe Jaffrey, http://www.wikidata.org/entity/Q100699473. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q100699473
DOI: 10.5281/zenodo.8303506
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Fedor Jagor, http://www.wikidata.org/entity/Q106697. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106697
DOI: 10.5281/zenodo.8303505
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Fedor Jagor, http://www.wikidata.org/entity/Q106697. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q106697
DOI: 10.5281/zenodo.8303508
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hans Martin Jahns, http://www.wikidata.org/entity/Q36574257. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q36574257
DOI: 10.5281/zenodo.8303507
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hans Martin Jahns, http://www.wikidata.org/entity/Q36574257. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q36574257
DOI: 10.5281/zenodo.8303512
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Werner Janensch, http://www.wikidata.org/entity/Q67395. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q67395
DOI: 10.5281/zenodo.8303511
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Werner Janensch, http://www.wikidata.org/entity/Q67395. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q67395
DOI: 10.5281/zenodo.8303516
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Penelope Margaret Jenkin, http://www.wikidata.org/entity/Q91286789. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q91286789
DOI: 10.5281/zenodo.8303515
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Penelope Margaret Jenkin, http://www.wikidata.org/entity/Q91286789. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q91286789
DOI: 10.5281/zenodo.8303518
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Thomas C. Jerdon, http://www.wikidata.org/entity/Q1335271. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1335271
DOI: 10.5281/zenodo.8303517
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Thomas C. Jerdon, http://www.wikidata.org/entity/Q1335271. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1335271
DOI: 10.5281/zenodo.8303520
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Marcos Jiménez de la Espada, http://www.wikidata.org/entity/Q3290212. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3290212
DOI: 10.5281/zenodo.8303519
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Marcos Jiménez de la Espada, http://www.wikidata.org/entity/Q3290212. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3290212
DOI: 10.5281/zenodo.8303524
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by J. Knox Jones, Jr., http://www.wikidata.org/entity/Q21391578. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21391578
DOI: 10.5281/zenodo.8303523
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by J. Knox Jones, Jr., http://www.wikidata.org/entity/Q21391578. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21391578
DOI: 10.5281/zenodo.8303530
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Mary Ann McHard, http://www.wikidata.org/entity/Q67954831. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q67954831
DOI: 10.5281/zenodo.8303529
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Mary Ann McHard, http://www.wikidata.org/entity/Q67954831. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q67954831
DOI: 10.5281/zenodo.8303534
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Louis Hippolyte Joutel, http://www.wikidata.org/entity/Q20973436. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q20973436
DOI: 10.5281/zenodo.8303533
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Louis Hippolyte Joutel, http://www.wikidata.org/entity/Q20973436. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q20973436
DOI: 10.5281/zenodo.8303536
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Joseph Jukes, http://www.wikidata.org/entity/Q1706597. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1706597
DOI: 10.5281/zenodo.8303535
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Joseph Jukes, http://www.wikidata.org/entity/Q1706597. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1706597
DOI: 10.5281/zenodo.8303538
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Félix Jungblut, http://www.wikidata.org/entity/Q20558772. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q20558772
DOI: 10.5281/zenodo.8303537
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Félix Jungblut, http://www.wikidata.org/entity/Q20558772. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q20558772
DOI: 10.5281/zenodo.8303540
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Floribert Jurion, http://www.wikidata.org/entity/Q26769572. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q26769572
DOI: 10.5281/zenodo.8303539
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Floribert Jurion, http://www.wikidata.org/entity/Q26769572. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q26769572
DOI: 10.5281/zenodo.8303542
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Atle Juul, http://www.wikidata.org/entity/Q107737427. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107737427
DOI: 10.5281/zenodo.8303541
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Atle Juul, http://www.wikidata.org/entity/Q107737427. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q107737427
DOI: 10.5281/zenodo.8303544
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Morten Jødal, http://www.wikidata.org/entity/Q116480836. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q116480836
DOI: 10.5281/zenodo.8303543
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Morten Jødal, http://www.wikidata.org/entity/Q116480836. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q116480836
DOI: 10.5281/zenodo.8303546
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Inger Kaasa, http://www.wikidata.org/entity/Q105686580. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q105686580
DOI: 10.5281/zenodo.8303545
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Inger Kaasa, http://www.wikidata.org/entity/Q105686580. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q105686580
DOI: 10.5281/zenodo.8303548
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Joanna Zofia Kadłubowska, http://www.wikidata.org/entity/Q21517212. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21517212
DOI: 10.5281/zenodo.8303547
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Joanna Zofia Kadłubowska, http://www.wikidata.org/entity/Q21517212. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21517212
DOI: 10.5281/zenodo.8303550
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Pehr Kalm, http://www.wikidata.org/entity/Q719204. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q719204
DOI: 10.5281/zenodo.8303549
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Pehr Kalm, http://www.wikidata.org/entity/Q719204. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q719204
DOI: 10.5281/zenodo.8303554
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jean-Jacques Kariger, http://www.wikidata.org/entity/Q13103184. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q13103184
DOI: 10.5281/zenodo.8303553
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jean-Jacques Kariger, http://www.wikidata.org/entity/Q13103184. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q13103184