cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2gmnrj
title: CCDC 2283018: Experimental Crystal Structure Determination

description: Related Article: Zhijie Xu, Shuo Meng, Tong Cao, Yu Xin, Chunyan Wang, Hongguo Hao, Lu Yang, Zhen Zhou, Daopeng Zhang|2024|J.Mol.Struct.|1296|136866|doi:10.1016/j.molstruc.2023.136866
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.cc2gmnsk
title: CCDC 2283019: Experimental Crystal Structure Determination

description: Related Article: Zhijie Xu, Shuo Meng, Tong Cao, Yu Xin, Chunyan Wang, Hongguo Hao, Lu Yang, Zhen Zhou, Daopeng Zhang|2024|J.Mol.Struct.|1296|136866|doi:10.1016/j.molstruc.2023.136866
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.cc2d55md
title: CCDC 2209513: Experimental Crystal Structure Determination

description: Related Article: Eti Chetankumar, Swetha Bharamawadeyar, Chinthaginjala Srinivasulu, Vommina V. Sureshbabu|2023|Org.Biomol.Chem.|21|8875|doi:10.1039/D3OB01351K
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.cc2d55lc
title: CCDC 2209512: Experimental Crystal Structure Determination

description: Related Article: Eti Chetankumar, Swetha Bharamawadeyar, Chinthaginjala Srinivasulu, Vommina V. Sureshbabu|2023|Org.Biomol.Chem.|21|8875|doi:10.1039/D3OB01351K
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: 10.23719/1529601
title: Understanding drivers of mercury in lake trout (Salvelinus namaycush), a top-predator fish in southwest Alaska's parklands

description: Supplementary data for "Understanding drivers of mercury in lake trout (Salvelinus namaycush), a top-predator fish in southwest Alaska's parklands"
DOI: 10.34740/kaggle/dsv/7014367
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.5519/qd.xhnttuii
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (744 records)
DOI: 10.5883/ds-minion
title: Molecular biosurveillance of wood-boring cerambycid beetles using DNA metabarcoding

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-ortnev
title: Two Palaearctic species of Orthonevra (Diptera: Syrphidae) under the name O. brevicornis

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-otroeda
title: Four new species of the genus Otroeda Walker (Lepidoptera, Erebidae, Lymantriinae)

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aam3144
title: Overview of Barcode Index Number - BOLD:AAM3144

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:aaw8076
title: Overview of Barcode Index Number - BOLD:AAW8076

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/bold:acl7087
title: Overview of Barcode Index Number - BOLD:ACL7087

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.34740/kaggle/dsv/7014478
title: WallStreetBets 2022
DOI: 10.6084/m9.figshare.24596886
title: <b> </b>CAESES parametric deformation

description: CAESES DBODBO-RF
DOI: 10.6084/m9.figshare.24596886.v1
title: <b> </b>CAESES parametric deformation

description: CAESES DBODBO-RF
DOI: 10.21227/xgp1-vm07
title: VR Video Quality in the Wild

description: Investigating how people perceive virtual reality videos in the wild (i.e., those captured by everyday users) is a crucial and challenging task in VR-related applications due to complex authentic distortions localized in space and time. Existing panoramic video databases only consider synthetic distortions, assume fixed viewing conditions, and are limited in size. To overcome these shortcomings, we construct the VR Video Quality in the Wild (VRVQW) database, which is one of the first of its kind, and contains 502 user-generated videos with diverse content and distortion characteristics. Based on VRVQW, we conduct a formal psychophysical experiment to record the scanpaths and perceived quality scores from 139 participants under two different viewing conditions. We provide a thorough sta- tistical analysis of the recorded data, observing significant impact of viewing conditions on both human scanpaths and perceived quality. Moreover, we develop an objective quality assessment model for VR videos based on pseudocylindrical representation and convolution. Results on the proposed VRVQW show that our method is superior to existing video quality assessment models, only underperforming viewport-based models that otherwise rely on human scanpaths for projection. We have made the database and code available at https://github.com/limuhit/VR-Video-Quality-in-the-Wild.
DOI: 10.6084/m9.figshare.24596916
title: Workflow Recommendation Tool -NL2WF

description: The tool recommends workflows to the Galaxy users.
DOI: 10.6084/m9.figshare.24596916.v1
title: Workflow Recommendation Tool -NL2WF

description: The tool recommends workflows to the Galaxy users.
DOI: 10.6084/m9.figshare.24596121.v1
title: Data for Figures 1-9 and Supplementary Figures 1-9

description: Data is provided as *.mat files for Figures 1-9 and Supplementary Figures 1-9.
DOI: 10.5281/zenodo.10158305
title: Introduction to Metabarcoding using QIIME2 - Echidna Dataset

description: This is the data and associated metadata file for the Melbourne Bioinformatics workshop (https://mdhs.unimelb.edu.au/melbournebioinformatics/teaching-and-training), Introduction to Metabarcoding using QIIME2 - Mammal Dataset. There are 38 samples in this dataset from the short-beaked echidna Tachyglossus aculeatus. 

5 samples from each individual (3x male and 3x female).
8 control samples (DNA extraction blanks (n=5) and PCR blanks (n=3))
DOI: 10.5281/zenodo.10158304
title: Introduction to Metabarcoding using QIIME2 - Echidna Dataset

description: This is the data and associated metadata file for the Melbourne Bioinformatics workshop (https://mdhs.unimelb.edu.au/melbournebioinformatics/teaching-and-training), Introduction to Metabarcoding using QIIME2 - Mammal Dataset. There are 38 samples in this dataset from the short-beaked echidna Tachyglossus aculeatus. 

5 samples from each individual (3x male and 3x female).
8 control samples (DNA extraction blanks (n=5) and PCR blanks (n=3))
DOI: 10.5517/ccdc.csd.cc2grrzz
title: CCDC 2286962: Experimental Crystal Structure Determination

description: Related Article: Mi Zhou, Yujiang Wang, Guoyuan Yuan, Zhanfeng Ju, Daqiang Yuan|2023|CrystEngComm|25|6132|doi:10.1039/D3CE00917C
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.cc2gs1bn
title: CCDC 2287221: Experimental Crystal Structure Determination

description: Related Article: Mi Zhou, Yujiang Wang, Guoyuan Yuan, Zhanfeng Ju, Daqiang Yuan|2023|CrystEngComm|25|6132|doi:10.1039/D3CE00917C
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.cc1ng70c
title: CCDC 1533012: Experimental Crystal Structure Determination

description: Related Article: Nasreddine Ghouari, Rim Benali-Cherif, Radhwane Takouachet, Wahiba Falek, Djallila Missaoui, Ali Rahmouni, El-Eulmi Bendeif, Nourredine Benali-Cherif|2023|CrystEngComm|25|6279|doi:10.1039/D3CE00766A
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: 10.34740/kaggle/dsv/7014598
title: FRED - Dataset USREC
DOI: 10.48324/dandi.000711/0.231121.0201
title: Allen Institute - Visual Behavior - Optical Physiology

description: The Visual Behavior Ophys dataset was generated using in vivo 2-photon calcium imaging (also called optical physiology, or “ophys”) to measure the activity of genetically identified neurons in the visual cortex of mice performing a go/no-go visual change detection task. Population of neurons were recorded over multiple days with varying sensory and behavioral contexts, including familiar and novel stimuli, and passive exposure sessions. This dataset can be used to evaluate the influence of experience, expectation, and task engagement on neural coding and dynamics in excitatory, Vip inhibitory, and Sst inhibitory cell populations. 

The full ophys dataset includes neural and behavioral measurements from 107 well-trained mice during 703 in vivo 2-photon imaging sessions from 326 unique fields of view, resulting in a total of 50,476 cortical neurons recorded. The full behavioral training history of all imaged mice is also provided as part of the dataset, allowing investigation into task learning, behavioral strategy, and inter-animal variability. There are a total of 4,782 behavior sessions available for analysis.

Full documentation of the Visual Behavior Ophys dataset and tutorials can be found here: https://allensdk.readthedocs.io/en/latest/visual_behavior_optical_physiology.html

The recommended route for interacting with these data is through the AllenSDK (https://github.com/AllenInstitute/AllenSDK/) which provides methods for downloading and processing data. Documentation of the AllenSDK can be found here: https://allensdk.readthedocs.io/en/latest/. 

There are several metadata summary tables that are available as "related resources" associated with this DANDI-set. You can also use the AllenSDK to download these tables. See this notebook (https://allensdk.readthedocs.io/en/latest/_static/examples/nb/visual_behavior_ophys_data_access.html) for information on downloading the metadata and the associated NWB files.

Publicly available pre-prints using this dataset include: 

Stimulus novelty uncovers coding diversity in visual cortical circuits
https://doi.org/10.1101/2023.02.14.528085 

Behavioral strategy shapes activation of the Vip-Sst disinhibitory circuit in visual cortex
https://doi.org/10.1101/2023.04.28.538575 

Familiarity modulated synapses model visual cortical circuit novelty responses
https://doi.org/10.1101/2023.08.16.553635
DOI: 10.34740/kaggle/dsv/7014643
title: FRED - Dataset USREC
DOI: 10.5281/zenodo.10161599
title: del

description: The understanding of source code in large-scale software systems poses a challenge for developers. The role of expertise in source code becomes critical for identifying developers accountable for substantial changes. However, in the context of configurable software systems using pre-processing and conditional compilation (CSS), conventional expertise metrics may encounter limitations due to the non-alignment of variability implementation with the natural module structure. This early research study investigates the distribution of development efforts in CSS, specifically focusing on variable and mandatory code. It also examines the engagement of designated experts with variable code in their assigned files. The findings provide insights into task allocation dynamics and raise questions about the applicability of existing metrics, laying the groundwork for alternative approaches to assess developer expertise in handling variable code. This research aims to contribute to a comprehensive understanding of challenges within CSS, marking initial steps toward advancing the evaluation of developer expertise in this context.
DOI: 10.5281/zenodo.10161600
title: del

description: The understanding of source code in large-scale software systems poses a challenge for developers. The role of expertise in source code becomes critical for identifying developers accountable for substantial changes. However, in the context of configurable software systems using pre-processing and conditional compilation (CSS), conventional expertise metrics may encounter limitations due to the non-alignment of variability implementation with the natural module structure. This early research study investigates the distribution of development efforts in CSS, specifically focusing on variable and mandatory code. It also examines the engagement of designated experts with variable code in their assigned files. The findings provide insights into task allocation dynamics and raise questions about the applicability of existing metrics, laying the groundwork for alternative approaches to assess developer expertise in handling variable code. This research aims to contribute to a comprehensive understanding of challenges within CSS, marking initial steps toward advancing the evaluation of developer expertise in this context.
DOI: 10.6084/m9.figshare.24596718
title: Communities with no access to shelters are more vulnerable to urban flood risks

description: Decades of environmental racism have disproportionately placed vulnerable communities in low-lying, flood-prone neighborhoods with limited access to shelter. Here we present a methodology to study the risk of urban floods in tandem with access to shelter to reduce the risk of flooding to communities and prevent a natural hazard from turning into a human disaster. We integrate access to national emergency shelters into a national risk index for riverine floods in eight U.S. cities at the block group level using clustering techniques. The results show shelters are more accessible for inner-city residents regardless of the risk level, and communities with high risk of flood and low access to shelter are disproportionately home to the underserved populations of Asians and the elderly. The outcomes delineate the disparity in equity related to urban floods and support plans and policy needs by identifying and prioritizing areas to improve emergency responses and resource allocations.
DOI: 10.6084/m9.figshare.24596718.v1
title: Urban flood risks and access to shelter.xlsx

description: Decades of environmental racism have disproportionately placed vulnerable communities in low-lying, flood-prone neighborhoods with limited access to shelter. Here we present a methodology to study the risk of urban floods in tandem with access to shelter to reduce the risk of flooding to communities and prevent a natural hazard from turning into a human disaster. We integrate access to national emergency shelters into a national risk index for riverine floods in eight U.S. cities at the block group level using clustering techniques. The results show shelters are more accessible for inner-city residents regardless of the risk level, and communities with high risk of flood and low access to shelter are disproportionately home to the underserved populations of Asians and the elderly. The outcomes delineate the disparity in equity related to urban floods and support plans and policy needs by identifying and prioritizing areas to improve emergency responses and resource allocations.
DOI: 10.25952/4khz-ke18
title: Integrated weed management in vegetable production

description: The dataset contains three files which correspond with chapters in the thesis.  The first file contains data from a field experiment that evaluated the agronomic, ergonomic and economic performance of four different types of hand weeding tools (Chapter 4 of the thesis). The second file contains information on the growth of two weed species (Chenopodium album, fat hen and Lolium rigidum, annual ryegrass) and two cover crop species (Eruca sativa, Nemat; Secale cereale, cereal rye), and seed production of fat hen (Chapter 3 of the thesis). The third file contains information on the size, density and composition of weed soil seed banks of vegetable fields from the survey sites (seven vegetable growing regions of Australia) spread across seven states and territories of Australia (Chapter 2 of the thesis). <br>

Data contained in the first and second file, the date was collected at the UNE Research Farms and Glasshouse in Armidale, NSW, Australia. Data contained in the third file were collected from seven vegetable growing regions in Australia: the Lockyer Valley (Queensland); Sydney Basin (New South Wales); Cranbourne and Gippsland regions (Victoria); Devonport/La Trobe regions (Tasmania); Adelaide Hills and Gawler regions (South Australia); Darwin region (Northern Territory); and Gingin and Myalup regions (Western Australia).
description: The dataset contains three files which correspond with chapters in the thesis.  The first file contains data from a field experiment that evaluated the agronomic, ergonomic and economic performance of four different types of hand weeding tools (Chapter 4 of the thesis). The second file contains information on the growth of two weed species (Chenopodium album, fat hen and Lolium rigidum, annual ryegrass) and two cover crop species (Eruca sativa, Nemat; Secale cereale, cereal rye), and seed production of fat hen (Chapter 3 of the thesis). The third file contains information on the size, density and composition of weed soil seed banks of vegetable fields from the survey sites (seven vegetable growing regions of Australia) spread across seven states and territories of Australia (Chapter 2 of the thesis). <br>

Data contained in the first and second file, the date was collected at the UNE Research Farms and Glasshouse in Armidale, NSW, Australia. Data contained in the third file were collected from seven vegetable growing regions in Australia: the Lockyer Valley (Queensland); Sydney Basin (New South Wales); Cranbourne and Gippsland regions (Victoria); Devonport/La Trobe regions (Tasmania); Adelaide Hills and Gawler regions (South Australia); Darwin region (Northern Territory); and Gingin and Myalup regions (Western Australia).
DOI: 10.6084/m9.figshare.24419938.v3
title: The South China Sea metagenome dataset

description: MAGs and other files generated using <b>the </b><b>South China Sea</b> microbial dataset.
DOI: 10.25901/0jtn-qr55
title: Seasonal changes in ground flora composition and cover in Queensland tropical woodlands
DOI: 10.6084/m9.figshare.24585732
title: This is the dataset for the paper: RSRNeT: A Novel Multi-modal Network Framework for Named Entity Recognition and Relation Extraction

description: <pre>RSRNeT: A Novel Multi-modal Network Framework for Named Entity Recognition and Relation Extraction<br><br>Refer from: MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts<br></pre><br>
DOI: 10.5519/qd.5ft3diya
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (776 records)
DOI: 10.13139/ornlnccs/1991531
title: Defects in MX2 Phases (DMX) Dataset: STEM Digital Twins

description: DFT is used to optimize defects in monolayer MX2 phases. We calculate ~600 optimized defect structures, then use multislice simulations in abTEM to generate STEM digital twins, which can be used to train experimental ML. The reference paper for procedures and demonstration of their utility is https://arxiv.org/abs/2305.02917, and the images here correspond with the discussed "Messy" dataset.
DOI: 10.14457/rmutk.the.2011.2
title: การพัฒนาบทเรียนอีเลิร์นนิ่งรายวิชาจิตวิทยาการจัดองค์กรอุตสาหกรรม

description: การวิจัยครั้งนี้มีวัตถุประสงค์เพื่อพัฒนาและหาประสิทธิภาพของบทเรียนอีเลิร์นนิ่งรวมทั้งเปรียบเทียบผลสัมฤทธิ์ทางการเรียนก่อนและหลังเรียนบทเรียนอีเลิร์นนิ่งรายวิชาจิตวิทยาการจัดองค์กรอุตสาหกรรม กลุ่มตัวอย่างได้แก่นักศึกษาสาขาวิชาเทคโนโลยีคอมพิวเตอร์ คณะครุศาสตร์อุตสาหกรรม มหาวิทยาลัยเทคโนโลยีราชมงคลกรุงเทพ ชั้นปีที่ 3 ปีการศึกษา 2554 จำนวน 42 คน โดยใช้วิธีการเลือกแบบเจาะจง เครื่องมือที่ใช้ในการวิจัย ประกอบด้วยบทเรียนอีเลิร์นนิ่งจำนวน 2 หน่วยเรียน และแบบทดสอบวัดผลสัมฤทธิ์ทางการเรียนสถิติที่ใช้ในการวิเคราะห์ข้อมูล ได้แก่ ค่าเฉลี่ย ร้อยละ ส่วนเบี่ยงเบนมาตรฐาน และการทดสอบค่าที (T-test) ผลการวิจัยพบว่าประสิทธิภาพของบทเรียนอีเลิร์นนิ่งรายวิชาจิตวิทยาการจัดองค์กรอุตสาหกรรม มีค่าเท่ากับ 80.15/80.12 ซึ่งสูงกว่าเกณฑ์ที่กำหนด 80/80 และผลสัมฤทธิ์ทางการเรียนหลังเรียนของกลุ่มตัวอย่างสูงกว่าก่อนเรียนอย่างมีนัยสำคัญทางสถิติที่ระดับ .01
DOI: 10.5281/zenodo.10139351
title: The role of injection method on residual trapping at the pore-scale in continuum-scale samples: segmented data

description: The experiments in this work explore the role of a variable injection rate on gas saturation and residual trapping. There are 2 experiments in this work H2L (high to low injection rate) and L2H (low to high injection rate). The workflow for processing the micro-CT images to get the segmented images is described in [1]. 
The following scans are included in this repository NB. all data for this repository is segmented micro-CT data.: 

Dry scan prior to experiment = merged_binning_2_38_1927
H2L during high flow  = merged_segmented_flow_09_h2lh_merged
H2L during low flow  = merged_segmented_flow_11_h2ll_2_merged
H2L at the end of drainage (no flow) =merged_segmented_flow_16_dra1_pd5_merged
H2L at the end of imbibition (no flow) =merged_segmented_flow_21_imb1_pi1_merged
L2H during low flow = merged_segmented_flow_29_2_l2hl_merged
L2H during high flow = merged_segmented_flow_30_l2hh_merged
L2H at the end of drainage (no flow) =merged_segmented_flow_31_dra2_pd1_merged
L2H at the end of imbibition (no flow)  =merged_segmented_flow_33_imb2_pi1_merged