cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6879381
title: Tomato Classification using Mass Spectrometry-Machine Learning Technique: a Food Safety-enhancing Platform

description: Food safety and quality assessment mechanisms are unmet needs that industries and countries have been continuously facing in recent years. Our study aimed at developing a platform using Machine Learning algorithms to analyze Mass Spectrometry data for classification of tomatoes on organic and non-organic. Tomato samples were analyzed using silica gel plates and direct-infusion electrospray-ionization mass spectrometry technique. Decision Tree algorithm was tailored for data analysis. This model achieved 92% accuracy, 94% sensitivity and 90% precision in determining to which group each fruit belonged. Potential biomarkers evidenced differences in treatment and production for each group.
DOI: 10.5281/zenodo.6879380
title: Tomato Classification using Mass Spectrometry-Machine Learning Technique: a Food Safety-enhancing Platform

description: Food safety and quality assessment mechanisms are unmet needs that industries and countries have been continuously facing in recent years. Our study aimed at developing a platform using Machine Learning algorithms to analyze Mass Spectrometry data for classification of tomatoes on organic and non-organic. Tomato samples were analyzed using silica gel plates and direct-infusion electrospray-ionization mass spectrometry technique. Decision Tree algorithm was tailored for data analysis. This model achieved 92% accuracy, 94% sensitivity and 90% precision in determining to which group each fruit belonged. Potential biomarkers evidenced differences in treatment and production for each group.
DOI: 10.6084/m9.figshare.16640383
title: LCA results of 750mL artisanal sotol.xlsx

description: This datashet displays the LCA findings to each type of sotol liquor. The value for each impact category is arranged in decreasing order.
DOI: 10.6084/m9.figshare.16640383.v2
title: LCA results of 750mL artisanal sotol.xlsx

description: This datashet displays the LCA findings to each type of sotol liquor. The value for each impact category is arranged in decreasing order.
DOI: 10.6084/m9.figshare.16640383.v1
title: LCA results of 750mL artisanal sotol.xlsx

description: This datashet displays the LCA findings to each type of sotol liquor. The value for each impact category is arranged in decreasing order.
DOI: 10.5281/zenodo.6791726
title: Ocean-atmosphere changes in the midlatitude North Pacific over the last 330 ka: Dust, biogenic sediment and authigenic uranium accumulation at Shatsky Rise — Dataset

description: <strong>Title</strong>: Ocean-atmosphere changes in the midlatitude North Pacific over the last 330 ka: Dust, biogenic sediment and authigenic uranium accumulation at Shatsky Rise — Dataset <strong>Version</strong>: 1.0 <strong>Date of Release</strong>: July 03, 2022 <strong>Last Update</strong>: July 03, 2022 <strong>Identifier</strong>: 10.5281/zenodo.6791726 <strong>Permalink</strong>: https://doi.org/10.5281/zenodo.6791725 <strong>Associated publication</strong>: <strong>Link to publication preprint</strong>: <strong>Suggested citation</strong>: Please reference the associated publication above when using any datasets or materials in this repository. <strong>Contact information</strong>: Christopher W. Kinsley, ckinsley@mit.edu OR cwkinsley@gmail.com <strong>Dates of data collection and generation</strong>: --------------- <strong>DESCRIPTION OF DATA</strong> This data repository contains the following dataset. We refer the user to the original manuscript (see above) and the text of the Supporting Information published alongside this manuscript for additional general information regarding the collection and generation of these data. DATA TABLES FOR ALL CORE SITES <strong>Kinsley et al. (2022) P&P - Data Tables for ODP 198-1208A</strong><strong> core - v1</strong>: This Excel workbook contains all data used in the study for the ODP 198-1208A core site, taken by the R/V JOIDES Resolution close to the center of the Central High of Shatsky Rise in the western North Pacific Ocean during Ocean Drilling Program Leg 198. This includes the age control and age model, biogenic %s, U-Th isotopic measurements, and <sup>230</sup>Th-normalized flux data. All previously published data is noted as such and referenced.
DOI: 10.5439/1438487
title: aafcip.b1

description: aafcip data merged with aafnav data
DOI: 10.6084/m9.figshare.20353347
title: LCA results of sotol production

description: LCA results of industrial manufacturing of sotol
DOI: 10.6084/m9.figshare.20353347.v1
title: LCA results of sotol production

description: LCA results of industrial manufacturing of sotol
DOI: 10.5439/1822938
title: Processed Surface Imagery & Raster Imagery taken onboard TigerShark (U3) UAS

description: Land-surface orthomosaic imagery derived from the images collected using the Micasense Altum Imager on board the UAS TigerShark (U3) on March 11th, 2021 at an altitude of 2000 ft. The Altum takes images of the land surface across five visible bands and one long wave infrared thermal band. The photogrametry software Agisoft PhotoScan v 1.4 is used to align and stitch the images into a larger composet image using the technique of structure from motion image capture to construct a dense cloud and 3-D model of the surface, which is used to produce a digital elevation model of the terraine surveyed and orthomosaic imagery. This dataset contains the raster calculated orthomosaics of various vegetative indicies, which are used to indicate plant health and land surface characteristics, including Normalized Difference Vegetation Index (NDVI), Green Normalized Difference Vegetation Index (GNDVI), Normalized Difference Water Index (NDWI), surface temperature, and Enhanced_vegetation_index (EVI). These orthomosaics were collected west of the Starkville, MS, airport, and include natural, agricultural, and industrial land coverage. The images have a resolution of 0.2 m/pix.
DOI: 10.6084/m9.figshare.19294463
title: LCA results of industrial sotol.xlsx

description: LCA of industrial sotol process
DOI: 10.6084/m9.figshare.19294463.v3
title: LCA results of industrial sotol.xlsx

description: LCA of industrial sotol process
DOI: 10.6084/m9.figshare.19294463.v2
title: LCA results of industrial sotol.xlsx

description: LCA of industrial sotol process
DOI: 10.18112/openneuro.ds003876.v1.0.1
title: Epilepsy-iEEG-Interictal-Multicenter-Dataset
DOI: 10.34740/kaggle/dsv/3971534
title: Our World in Data - COVID-19
DOI: 10.6084/m9.figshare.20353383
title: Findings of LCA study

description: This supporting information provides the total LCA results by type of sotol (white, rested, and aged).
DOI: 10.5517/ccdc.csd.cc28kcv2
title: CCDC 2102074: Experimental Crystal Structure Determination

description: Related Article: S. Srinivasan, Towseef Ahmad Hajam, S. Santhosh, H. Saleem|2022|Results in Chemistry|4|100415|doi:10.1016/j.rechem.2022.100415
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.cc297w7p
title: CCDC 2122732: Experimental Crystal Structure Determination

description: Related Article: Peng-Jie Xian, Shu-Zhi Liu, Wen-Jing Wang, Sheng-Xiang Yang, Zhang Feng, Xiao-Long Yang|2022|Phytochemistry|202|113303|doi:10.1016/j.phytochem.2022.113303
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.cc297w8q
title: CCDC 2122733: Experimental Crystal Structure Determination

description: Related Article: Peng-Jie Xian, Shu-Zhi Liu, Wen-Jing Wang, Sheng-Xiang Yang, Zhang Feng, Xiao-Long Yang|2022|Phytochemistry|202|113303|doi:10.1016/j.phytochem.2022.113303
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.cc299nr1
title: CCDC 2124453: Experimental Crystal Structure Determination

description: Related Article: Peng-Jie Xian, Shu-Zhi Liu, Wen-Jing Wang, Sheng-Xiang Yang, Zhang Feng, Xiao-Long Yang|2022|Phytochemistry|202|113303|doi:10.1016/j.phytochem.2022.113303
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.cc29jp4p
title: CCDC 2131192: Experimental Crystal Structure Determination

description: Related Article: Xianglin Yin, Ke Zheng, Zexin Jin, Matias Horst, Yan Xia|2022|J.Am.Chem.Soc.|144|12715|doi:10.1021/jacs.2c02457
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.cc29jp5q
title: CCDC 2131193: Experimental Crystal Structure Determination

description: Related Article: Xianglin Yin, Ke Zheng, Zexin Jin, Matias Horst, Yan Xia|2022|J.Am.Chem.Soc.|144|12715|doi:10.1021/jacs.2c02457
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.cc28b5ng
title: CCDC 2095155: Experimental Crystal Structure Determination

description: Related Article: Xianglin Yin, Ke Zheng, Zexin Jin, Matias Horst, Yan Xia|2022|J.Am.Chem.Soc.|144|12715|doi:10.1021/jacs.2c02457
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.cc28b5mf
title: CCDC 2095154: Experimental Crystal Structure Determination

description: Related Article: Xianglin Yin, Ke Zheng, Zexin Jin, Matias Horst, Yan Xia|2022|J.Am.Chem.Soc.|144|12715|doi:10.1021/jacs.2c02457
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.cc28ffms
title: CCDC 2098285: Experimental Crystal Structure Determination

description: Related Article: Xianglin Yin, Ke Zheng, Zexin Jin, Matias Horst, Yan Xia|2022|J.Am.Chem.Soc.|144|12715|doi:10.1021/jacs.2c02457
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.cc29ydd2
title: CCDC 2143414: Experimental Crystal Structure Determination

description: Related Article: Ming-Chun Wu, Yu-Fu Liang, Titel Jurca, Glenn P. A. Yap, Tsz-Fai Leung, Tiow-Gan Ong|2022|J.Am.Chem.Soc.|144|12996|doi:10.1021/jacs.2c05486
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.cc29ydf3
title: CCDC 2143415: Experimental Crystal Structure Determination

description: Related Article: Ming-Chun Wu, Yu-Fu Liang, Titel Jurca, Glenn P. A. Yap, Tsz-Fai Leung, Tiow-Gan Ong|2022|J.Am.Chem.Soc.|144|12996|doi:10.1021/jacs.2c05486
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.cc29ydh5
title: CCDC 2143417: Experimental Crystal Structure Determination

description: Related Article: Ming-Chun Wu, Yu-Fu Liang, Titel Jurca, Glenn P. A. Yap, Tsz-Fai Leung, Tiow-Gan Ong|2022|J.Am.Chem.Soc.|144|12996|doi:10.1021/jacs.2c05486
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.cc29ydc1
title: CCDC 2143413: Experimental Crystal Structure Determination

description: Related Article: Ming-Chun Wu, Yu-Fu Liang, Titel Jurca, Glenn P. A. Yap, Tsz-Fai Leung, Tiow-Gan Ong|2022|J.Am.Chem.Soc.|144|12996|doi:10.1021/jacs.2c05486
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.cc29ydg4
title: CCDC 2143416: Experimental Crystal Structure Determination

description: Related Article: Ming-Chun Wu, Yu-Fu Liang, Titel Jurca, Glenn P. A. Yap, Tsz-Fai Leung, Tiow-Gan Ong|2022|J.Am.Chem.Soc.|144|12996|doi:10.1021/jacs.2c05486
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.cc2bd2ys
title: CCDC 2156575: Experimental Crystal Structure Determination

description: Related Article: Shiyin Wang, Yue Shen, Xiangyu Zhang, Haichao Liu, Shi-Tong Zhang, Weijun Li, Bing Yang|2022|Dyes Pigm.|205|110527|doi:10.1016/j.dyepig.2022.110527
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.cc2bd340
title: CCDC 2156581: Experimental Crystal Structure Determination

description: Related Article: Shiyin Wang, Yue Shen, Xiangyu Zhang, Haichao Liu, Shi-Tong Zhang, Weijun Li, Bing Yang|2022|Dyes Pigm.|205|110527|doi:10.1016/j.dyepig.2022.110527
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.cc2bd351
title: CCDC 2156582: Experimental Crystal Structure Determination

description: Related Article: Shiyin Wang, Yue Shen, Xiangyu Zhang, Haichao Liu, Shi-Tong Zhang, Weijun Li, Bing Yang|2022|Dyes Pigm.|205|110527|doi:10.1016/j.dyepig.2022.110527
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.cc2bd362
title: CCDC 2156583: Experimental Crystal Structure Determination

description: Related Article: Shiyin Wang, Yue Shen, Xiangyu Zhang, Haichao Liu, Shi-Tong Zhang, Weijun Li, Bing Yang|2022|Dyes Pigm.|205|110527|doi:10.1016/j.dyepig.2022.110527
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.cc2bd373
title: CCDC 2156584: Experimental Crystal Structure Determination

description: Related Article: Shiyin Wang, Yue Shen, Xiangyu Zhang, Haichao Liu, Shi-Tong Zhang, Weijun Li, Bing Yang|2022|Dyes Pigm.|205|110527|doi:10.1016/j.dyepig.2022.110527
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.cc2bp1y1
title: CCDC 2165193: Experimental Crystal Structure Determination

description: Related Article: Suying Gao, Ping Wu, Jinghua Xue, Hanxiang Li, Xiaoyi Wei|2022|Phytochemistry|202|113295|doi:10.1016/j.phytochem.2022.113295
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.cc2bv1mw
title: CCDC 2169988: Experimental Crystal Structure Determination

description: Related Article: Atsushi Takamori, Kazuhiro Uemura|2022|Polyhedron|224|116017|doi:10.1016/j.poly.2022.116017
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.cc2bv40c
title: CCDC 2170062: Experimental Crystal Structure Determination

description: Related Article: Pornthip Piyanuch, Sirilak Wangngae, Anyanee Kamkaew, Worawat Wattanathana, Suttipong Wannapaiboon, Sarawoot Impeng, Weerakanya Maneeprakorn, Vinich Promarak, Kantapat Chansaenpak|2022|Dyes Pigm.|205|110532|doi:10.1016/j.dyepig.2022.110532
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.cc2bx30d
title: CCDC 2171953: Experimental Crystal Structure Determination

description: Related Article: Feng Yang, John A. Porco, Jr.|2022|J.Am.Chem.Soc.|144|12970|doi:10.1021/jacs.2c05366
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.cc2c1cng
title: CCDC 2176065: Experimental Crystal Structure Determination

description: Related Article: Sakamuri Sarath Babu, Purushothaman Gopinath|2022|J.Org.Chem.|87|9414|doi:10.1021/acs.joc.2c00832
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.cc2c66mf
title: CCDC 2180714: Experimental Crystal Structure Determination

description: Related Article: Hong Gao, Yi-Dan Chen, Tie Zhang, Jia-Zhen Ge, Da-Wei Fu, Yi Zhang|2022|Inorg.Chem.|61|10872|doi:10.1021/acs.inorgchem.2c01295
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: 10.6084/m9.figshare.20353422.v1
title: Data Availability

description: Figures include Figures 1 and 2 in the manuscript; the tables are mainly the raw data from Table 2.
DOI: 10.6084/m9.figshare.20353422
title: Data Availability

description: Figures include Figures 1 and 2 in the manuscript; the tables are mainly the raw data from Table 2.
DOI: 10.6084/m9.figshare.20353478
title: Additional file 1 of How to maintain and transport equine adipose tissue for isolating mesenchymal stem cells?

description: Additional file 1.
DOI: 10.6084/m9.figshare.20353478.v1
title: Additional file 1 of How to maintain and transport equine adipose tissue for isolating mesenchymal stem cells?

description: Additional file 1.
DOI: 10.6084/m9.figshare.20353568
title: Additional file 2 of Whole-exome sequencing identified mutational profiles of urothelial carcinoma post kidney transplantation

description: Additional file 2: Table S1. Unique CNV in UCKT samples. CNV data was extracted from the WES results and divided into two groups. Total 1495 and 1033 events were observed in UCKT and UCHD groups. Using the start site as a reference, events occur in two or more patients in either group were selected. The records that were found in both groups were removed and only reported those that were specific in UCKT was retained.