cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25345/c54f1mv27
title: MassIVE MSV000092146 - Multi-omics analysis of B. subtilis spores formed at different environmental temperatures.
title: Spore-forming bacteria play an essential role in the food industry and public health. Through sporulation, bacteria can withstand extreme environmental conditions that vegetative cells cannot survive. Although it is well established that the same environmental factors that affect the growth of vegetative cells also profoundly influence sporulation, the mechanisms behind how growing conditions affect spore structure and function remain unknown. Early research has shown that spores prepared at higher temperatures are more heat resistant than those prepared at lower temperatures. For the first time, the present study examines, both at metabolomic and proteomic levels, the effect of different sporulation temperatures (25, 37 and 42 degrees C) on small molecules and proteins in spores of a laboratory collection strain PY79 of the model organism B. subtilis. First, we confirmed the harvesting time to gain spores of the same age grown at the three different temperatures. Then the heat resistance, DPA content, distribution time to start of germination and spore morphology were checked to get an overview of spore properties. 60% EtOH was utilized to extract metabolome and proteome simultaneously form one single sample. Our findings indicate that peptidoglycan biosynthesis and 28 out-layer proteins play a crucial role in the functional diversity of spores produced by B. subtilis under varying temperatures.
DOI: 10.7284/118227
title: Multibeam Echosounder data collected during research cruise AVON02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118235
title: Multibeam Echosounder data collected during research cruise AVON03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118236
title: Multibeam Echosounder data collected during research cruise AVON03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118251
title: Multibeam Echosounder data collected during research cruise AVON05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118252
title: Multibeam Echosounder data collected during research cruise AVON05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118260
title: Multibeam Echosounder data collected during research cruise AVON06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118261
title: Multibeam Echosounder data collected during research cruise AVON06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118268
title: Multibeam Echosounder data collected during research cruise AVON07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118269
title: Multibeam Echosounder data collected during research cruise AVON07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118277
title: Multibeam Echosounder data collected during research cruise AVON08MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15787/vtt1/zgryvu
title: Technology to Ensure Equitable Access to Automated Vehicles for Rural Areas (06-004)

description: Project Description: The role of multimodal sensor datasets in training autonomous vehicle machine learning algorithms is crucial. While there are several existing datasets available, the majority of them focus on urban road scenarios. This paper introduces the Rural Road Detection Dataset (R2D2), which aims to overcome this limitation by providing a comprehensive collection of labeled point clouds specifically for object detection and semantic segmentation of rural roads. Our dataset encompasses diverse rural environments and road types, creating a challenging learning environment for machine learning algorithms. With over 10,000 labeled point clouds obtained from various locations, R2D2 serves as a valuable resource for researchers and practitioners working towards safer and more efficient transportation systems in rural areas. We anticipate that our dataset will expedite the progress of autonomous driving in remote regions, bringing us closer to a future where all roads, regardless of their rural nature, can be navigated with safety and efficiency. Data Scope: The dataset contains: LIDAR Poinclouds: 10.5K LIDAR Intensity Images Stereo Images: 5K images with depth maps Semantic Annotations for Point-Clouds: 10.5K Point-Clouds with point wise labels. Object Detections labels: 5K 2D Bounding Box labels for camera images Calibration parameters: Intrinsic and Extrinsic calibration parameters Data Specification: Please refer attached file "R2D2_Specifications.pdf"
DOI: 10.7284/118278
title: Multibeam Echosounder data collected during research cruise AVON08MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118287
title: Multibeam Echosounder data collected during research cruise AVON09MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118288
title: Multibeam Echosounder data collected during research cruise AVON09MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118296
title: Multibeam Echosounder data collected during research cruise AVON10MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118297
title: Multibeam Echosounder data collected during research cruise AVON10MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118306
title: Multibeam Echosounder data collected during research cruise AVON11MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118307
title: Multibeam Echosounder data collected during research cruise AVON11MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118314
title: Multibeam Echosounder data collected during research cruise AVON12MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118315
title: Multibeam Echosounder data collected during research cruise AVON12MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118322
title: Multibeam Echosounder data collected during research cruise BMRG01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118323
title: Multibeam Echosounder data collected during research cruise BMRG01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118334
title: Multibeam Echosounder data collected during research cruise BMRG03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118335
title: Multibeam Echosounder data collected during research cruise BMRG03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118342
title: Multibeam Echosounder data collected during research cruise BMRG04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118343
title: Multibeam Echosounder data collected during research cruise BMRG04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118349
title: Multibeam Echosounder data collected during research cruise BMRG05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118350
title: Multibeam Echosounder data collected during research cruise BMRG05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118356
title: Multibeam Echosounder data collected during research cruise BMRG06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118357
title: Multibeam Echosounder data collected during research cruise BMRG06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118364
title: Multibeam Echosounder data collected during research cruise BMRG07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118365
title: Multibeam Echosounder data collected during research cruise BMRG07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118372
title: Multibeam Echosounder data collected during research cruise BMRG08MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118373
title: Multibeam Echosounder data collected during research cruise BMRG08MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118390
title: Multibeam Echosounder data collected during research cruise COOK01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118391
title: Multibeam Echosounder data collected during research cruise COOK01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118401
title: Multibeam Echosounder data collected during research cruise COOK02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118410
title: Multibeam Echosounder data collected during research cruise COOK03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118411
title: Multibeam Echosounder data collected during research cruise COOK03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118421
title: Multibeam Echosounder data collected during research cruise COOK04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118422
title: Multibeam Echosounder data collected during research cruise COOK04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118440
title: Multibeam Echosounder data collected during research cruise COOK07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118441
title: Multibeam Echosounder data collected during research cruise COOK07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118456
title: Multibeam Echosounder data collected during research cruise COOK09MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118457
title: Multibeam Echosounder data collected during research cruise COOK09MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118470
title: Multibeam Echosounder data collected during research cruise COOK11MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118471
title: Multibeam Echosounder data collected during research cruise COOK11MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118478
title: Multibeam Echosounder data collected during research cruise COOK12MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118479
title: Multibeam Echosounder data collected during research cruise COOK12MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118494
title: Multibeam Echosounder data collected during research cruise COOK14MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118495
title: Multibeam Echosounder data collected during research cruise COOK14MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118504
title: Multibeam Echosounder data collected during research cruise COOK16MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118505
title: Multibeam Echosounder data collected during research cruise COOK16MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118514
title: Multibeam Echosounder data collected during research cruise COOK17MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118515
title: Multibeam Echosounder data collected during research cruise COOK17MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118524
title: Multibeam Echosounder data collected during research cruise COOK18MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118525
title: Multibeam Echosounder data collected during research cruise COOK18MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118535
title: Multibeam Echosounder data collected during research cruise COOK19MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118536
title: Multibeam Echosounder data collected during research cruise COOK19MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118554
title: Multibeam Echosounder data collected during research cruise COOK21MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118555
title: Multibeam Echosounder data collected during research cruise COOK21MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118565
title: Multibeam Echosounder data collected during research cruise COOK22MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118566
title: Multibeam Echosounder data collected during research cruise COOK22MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118585
title: Multibeam Echosounder data collected during research cruise COOK24MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5517/ccdc.csd.cc290gtm
title: CCDC 2115620: Experimental Crystal Structure Determination

description: Related Article: Xin Zhao, Qiang Dong, Meng-Yan Ji, Lian-Feng Dang, Ye Gao, Bing Jiang|2022|Polym.Bull.|80|7791|doi:10.1007/s00289-022-04421-w
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.cc290gvn
title: CCDC 2115621: Experimental Crystal Structure Determination

description: Related Article: Xin Zhao, Qiang Dong, Meng-Yan Ji, Lian-Feng Dang, Ye Gao, Bing Jiang|2022|Polym.Bull.|80|7791|doi:10.1007/s00289-022-04421-w
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: 10.7284/118586
title: Multibeam Echosounder data collected during research cruise COOK24MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118664
title: Multibeam Echosounder data collected during research cruise GLOR00MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118670
title: Multibeam Echosounder data collected during research cruise GLOR02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118674
title: Multibeam Echosounder data collected during research cruise GLOR03MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118678
title: Multibeam Echosounder data collected during research cruise GLOR04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118682
title: Multibeam Echosounder data collected during research cruise GLOR05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118683
title: Multibeam Echosounder data collected during research cruise GLOR05MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118687
title: Multibeam Echosounder data collected during research cruise GLOR06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118688
title: Multibeam Echosounder data collected during research cruise GLOR06MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118693
title: Multibeam Echosounder data collected during research cruise GLOR07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118694
title: Multibeam Echosounder data collected during research cruise GLOR07MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118699
title: Multibeam Echosounder data collected during research cruise GLOR08MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/110170
title: Multibeam Echosounder data collected during research cruise MGLN02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118007
title: Multibeam Echosounder data collected during research cruise PANR01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118008
title: Multibeam Echosounder data collected during research cruise PANR01MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118018
title: Multibeam Echosounder data collected during research cruise PANR02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118019
title: Multibeam Echosounder data collected during research cruise PANR02MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118037
title: Multibeam Echosounder data collected during research cruise PANR04MV using a SeaBeam 2000 instrument system onboard the platform RV Melville

description: Original (unprocessed) data collected during a Field_expedition