cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2f7674
title: CCDC 2241245: Experimental Crystal Structure Determination

description: Related Article: Zijian Deng |2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6075/j0tx3f89
title: Using NLP to Predict the Severity of Cyber Security Vulnerabilities. In Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

description: Cyber-attacks continue to be one of the world’s foremost safety and economic threats, and, in recent years, have become more numerous and severe. Cybersecurity engineers use industry-standard “Common Vulnerabilities and Exposure” (CVE) records to understand and address known threats. CVE records generally contain “Common Vulnerability Scoring System” (CVSS) scores, which indicate a human-determined level of severity. These scores are important to cybersecurity engineers in threat prioritization. Unfortunately, nearly half of all CVE records have not yet been assigned CVSS v3 scores, a critical component of the overall CVSS score. The VulnerWatch product is introduced as a machine learning solution for predicting CVSS v3 scores. Bidirectional Encoder Representation (BERT) is used on CVE record text descriptions to predict eight metrics that, in aggregate, indicate a CVSS v3 score. VulnerWatch provides the user with a prioritized list of CVE records that do not have human-determined CVSS v3 scores, along with a predicted score. It also allows the engineer to manually enter text describing threats and receive a predicted CVSS v3 score in near real-time. The accuracy of predictions for metrics determining CVSS v3 scores is favorable, averaging close to 0.9, with similar levels of precision and recall. Resultant CVSS v3 score predictions are also favorably accurate (MSE = 1.27, MAE = 0.5, R2= 0.51). At this level of accuracy, VulnerWatch is deemed to be successful in providing a valuable tool in combatting cyber-attacks.
DOI: 10.21227/ea4x-wp41
title: Twitter Tubbs Fire dataset

description: Data were collected through the Twitter API, focusing on specific vocabulary related to wildfires, hashtags commonly used during the Tubbs Fire, and terms and hashtags related to mental health, well-being, and physical symptoms associated with smoke and wildfire exposure. We focused exclusively on the period from October 8 to October 31, aligning precisely with the duration of the Tubbs Fire. The final dataset available for analysis consists of 90,759 tweets.— Dataset usage terms : The use of the data is only for scientific purposes, please provide the corresponding credit to the owners when publishing any work based on this data.
DOI: 10.25921/ppvq-hx18
title: ONMS Sound Raw Audio
DOI: 10.6084/m9.figshare.23306126
title: HAL-SJ all data.xlsx

description:  Single-joint hybrid assistive limb (HAL-SJ) is an exoskeletal robot suit that leads to functional improvement. This study aimed to investigate the therapeutic effect of knee extension exercise using HAL-SJ after total knee arthroplasty (TKA). This prospective randomized controlled trial included 76 patients with knee osteoarthritis and was assigned randomly to HAL-SJ or conventional physical therapy (CPT) groups. HAL-SJ group underwent exercise using HAL-SJ for 10 days postoperatively, in addition to conventional physical therapy. CPT group performed conventional physical therapy.
DOI: 10.6084/m9.figshare.23306126.v1
title: HAL-SJ all data.xlsx

description:  Single-joint hybrid assistive limb (HAL-SJ) is an exoskeletal robot suit that leads to functional improvement. This study aimed to investigate the therapeutic effect of knee extension exercise using HAL-SJ after total knee arthroplasty (TKA). This prospective randomized controlled trial included 76 patients with knee osteoarthritis and was assigned randomly to HAL-SJ or conventional physical therapy (CPT) groups. HAL-SJ group underwent exercise using HAL-SJ for 10 days postoperatively, in addition to conventional physical therapy. CPT group performed conventional physical therapy.
DOI: 10.13011/m3-7f82-ka64
title: Controlling phase formation in mixed powder 2507 duplex stainless steel and 316L austenitic stainless steel through laser powder bed fusion
DOI: 10.34740/kaggle/dsv/7598153
title: crypto-data-daily-updates
DOI: 10.34740/kaggle/dsv/7598155
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.15138/j1y2-fx54
title: Atmospheric delta c13-co2 data from the Institute of Arctic and Alpine Research (INSTAAR) at the University of Colorado, Boulder in cooperation with NOAA Global Monitoring Laboratory
DOI: 10.5281/zenodo.10642211
title: Instruments to measure interaction of mothers and newborns: A systematic review dataset

description: Interactions between newborns and their parents/primary caregivers are characterized by asymmetric and dependent relationships. This systematic review mapped, identified, and described the psychometric parameters, categories, and items of instruments used to assess mother-newborn interaction. Seven electronic databases were accessed in this study. Furthermore, this research included neonatal interaction studies describing instruments' items, domains, and psychometric properties while excluding studies that focused on maternal interactions and lacked items for assessing newborns. Additionally, studies validated with older infants that did not have a newborn in the sample were used for test validation, which is a criterion used to decrease the risk of bias. Fourteen observational instruments from 1047 identified citations were included that addressed interactions using varying techniques, constructs, and settings. Particularly, we focused on observational settings that assessed interactions with communication-based constructs in the context of proximity or distance as influenced by physical, behavioral, or procedural barriers. These tools are also used to predict risk behaviors in a psychological context, mitigate feeding difficulties, and conduct neurobehavioral assessments of mother-newborn interactions. The elicited imitation was also an observational setting. This study found that the most described properties in the included citations were inter-rater reliability followed by criterion validity. However, only two instruments reported content, construct, and criterion validity, as well as a description of an internal consistency assessment and inter-rater reliability. Finally, the synthesis of the instruments reported in this study can guide clinicians and researchers in selecting the most appropriate one for their own application.
description: The database contains the 1047 results obtained as a result of the search strategies.
DOI: 10.5281/zenodo.10642212
title: Instruments to measure interaction of mothers and newborns: A systematic review dataset

description: Interactions between newborns and their parents/primary caregivers are characterized by asymmetric and dependent relationships. This systematic review mapped, identified, and described the psychometric parameters, categories, and items of instruments used to assess mother-newborn interaction. Seven electronic databases were accessed in this study. Furthermore, this research included neonatal interaction studies describing instruments' items, domains, and psychometric properties while excluding studies that focused on maternal interactions and lacked items for assessing newborns. Additionally, studies validated with older infants that did not have a newborn in the sample were used for test validation, which is a criterion used to decrease the risk of bias. Fourteen observational instruments from 1047 identified citations were included that addressed interactions using varying techniques, constructs, and settings. Particularly, we focused on observational settings that assessed interactions with communication-based constructs in the context of proximity or distance as influenced by physical, behavioral, or procedural barriers. These tools are also used to predict risk behaviors in a psychological context, mitigate feeding difficulties, and conduct neurobehavioral assessments of mother-newborn interactions. The elicited imitation was also an observational setting. This study found that the most described properties in the included citations were inter-rater reliability followed by criterion validity. However, only two instruments reported content, construct, and criterion validity, as well as a description of an internal consistency assessment and inter-rater reliability. Finally, the synthesis of the instruments reported in this study can guide clinicians and researchers in selecting the most appropriate one for their own application.
description: The database contains the 1047 results obtained as a result of the search strategies.
DOI: 10.17592/001.2024020901
title: Biogeochemical data of brash ice and seawater in the Chukchi Sea and Canada Basin during MR21-05c

description: Biogeochemical data of brash ice and sea water in the Chukchi Sea and Canada Basin during MR21-05C
DOI: 10.5281/zenodo.10642366
title: Data and code for "Influence of assimilating surface snowpack observations to mountain snowpack simulation with a physically based model"

description: These are the data and code for the manuscript titled 'Influence of assimilating surface snowpack observations on mountain snowpack simulation with a physically based model' 

ALLsites_SR50vsUpscaledSnowDepth.csv contains the SR50 sensor measured and upscaled snow depth data at 4 sites in Marmot Creek Research Basin.

The four *_ObservationVSSimulations.csv files contain SWE, snow depth, and density from snow survey and OL and DA simulations at the 4 sites in Marmot Creek Research Basin.

DA_*_UCUF.m files contain the codes for the five DA experiments in the manuscript.

GEM_marmot_array_obs_t,rh,u10,Qsi,Qli,p_13Nov2014-31Aug2017.obs contains the GEM HRDPS forcing data used in the research for Marmot Creek Research Basin.

Marmot_Hourly_ArrayMetData_withT_g_13Novt14-31Aug17.obs contains the local observed meterological data in Marmot Creek Research Basin.
DOI: 10.5281/zenodo.10642367
title: Data and code for "Influence of assimilating surface snowpack observations to mountain snowpack simulation with a physically based model"

description: These are the data and code for the manuscript titled 'Influence of assimilating surface snowpack observations on mountain snowpack simulation with a physically based model' 

ALLsites_SR50vsUpscaledSnowDepth.csv contains the SR50 sensor measured and upscaled snow depth data at 4 sites in Marmot Creek Research Basin.

The four *_ObservationVSSimulations.csv files contain SWE, snow depth, and density from snow survey and OL and DA simulations at the 4 sites in Marmot Creek Research Basin.

DA_*_UCUF.m files contain the codes for the five DA experiments in the manuscript.

GEM_marmot_array_obs_t,rh,u10,Qsi,Qli,p_13Nov2014-31Aug2017.obs contains the GEM HRDPS forcing data used in the research for Marmot Creek Research Basin.

Marmot_Hourly_ArrayMetData_withT_g_13Novt14-31Aug17.obs contains the local observed meterological data in Marmot Creek Research Basin.
DOI: 10.7303/syn52540135
title: Cataract-1K
DOI: 10.5517/ccdc.csd.cc2h9zh9
title: CCDC 2303501: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb2wt
title: CCDC 2303606: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb578
title: CCDC 2303679: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb89f
title: CCDC 2303774: Experimental Crystal Structure Determination

description: Related Article: Guillot, Régis, Zhang, Hailong, Gil, Richard, Bezzenine, Sophie, Hannedouche, Jérôme|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb9kq
title: CCDC 2303813: Experimental Crystal Structure Determination

description: Related Article: Qianqian Wang|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hbbkr
title: CCDC 2303844: Experimental Crystal Structure Determination

description: Related Article: shiegng  Li|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hbjky
title: CCDC 2304030: Experimental Crystal Structure Determination

description: Related Article: Rose Jordan|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hbk2h
title: CCDC 2304046: Experimental Crystal Structure Determination

description: Related Article: Hao Xu|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hbk3j
title: CCDC 2304047: Experimental Crystal Structure Determination

description: Related Article: Thomas Perks, Paul G. Waddell|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3886/e115967
title: National Neighborhood Data Archive (NaNDA): Religious, Civic, and Social Organizations by Census Tract, United States, 2003-2017

description: This dataset contains measures of the number and per capita density of select types of religious, civic, and social organizations – such as churches, mosques, synagogues, ethnic associations, and veterans’ associations – per United States census tract from 2003 through 2017. <br>
description: Religious, civic, and social organizations in all census tracts in the United States, including Puerto Rico and the US Virgin Islands. Smallest Geographic Unit: census tract
DOI: 10.3886/e115967v2-145966
title: National Neighborhood Data Archive (NaNDA): Religious, Civic, and Social Organizations by Census Tract, United States, 2003-2017

description: This dataset contains
measures of the number and per capita density of select types of religious,
civic, and social organizations – such as churches, mosques, synagogues, ethnic
associations, and veterans’ associations – per United States census tract from
2003 through 2017. <br>
description: Religious, civic, and social organizations in all census tracts in the United States, including Puerto
Rico and the US Virgin Islands. Smallest Geographic Unit: census tract
DOI: 10.21231/45vy-pc11
title: Reproducibility of Intravoxel Incoherent Motion Quantification in the Liver Across Field Strengths and Gradient Hardware
DOI: 10.21227/0w1a-6556
title: POWER-FACTOR METER OF A HIGH PRECISION

description: It is suggested to use zero crossing detectors to build a high-precision power-factor meter. Low pass filters are suggested to stop this error source after the influence of input signal distortion is examined. Based on the measurement of voltage, current, and power factor, this system is also proposed as a new type of power standard meter.
DOI: 10.6073/pasta/61596a457a1ba929677f6acd0a1b4d27
title: Seasonal high-frequency measurements of discharge, water temperature, and specific conductivity from Lawson Creek at B3, McMurdo Dry Valleys, Antarctica (1994-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic sampling program has been undertaken to monitor the glacial meltwater streams in that region. This package contain data pertaining to continuous monitored water quality and quantity parameters measured with automatic recording devices on streams in this region. Specifically, this metadata record describes the hydrology data set for the McMurdo Dry Valleys' Lawson Creek at the B3 streamgage, located in the Bonney Basin of Taylor Valley. Measurements commenced during the 1994-95 season. The data associated with this record can be used to extrapolate the discontinued hydrological data nearby at the Santa Fe Stream. This dataset extends through the first half of the 2022-23 field season.
DOI: 10.6073/pasta/ea86ba852f77355e97fc4d063c220601
title: Daily summarized seasonal measurements of discharge, water temperature, and specific conductivity from Lawson Creek at B3, McMurdo Dry Valleys, Antarctica (1994-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic sampling program has been undertaken to monitor the glacial meltwater streams in that region. This package contains daily summaries derived from 15-minute measurements of water quality and quantity parameters measured with automatic recording devices on streams in this region. Specifically, this metadata record describes the daily hydrological summaries for the McMurdo Dry Valleys' Lawson Creek at B3, located in the Bonney Basin of Taylor Valley. Measurements commenced during the 1994-95 season and are ongoing. The data associated with this record can be used to extrapolate the discontinued hydrological data nearby at the Santa Fe Stream. This dataset extends through the first half of the 2022-23 field season.
DOI: 10.6073/pasta/003c6263d5ac621052e8cf1bbfaa7e11
title: Seasonal high-frequency measurements of discharge, water temperature, and specific conductivity from Bohner Stream at B5, McMurdo Dry Valleys, Antarctica (2011-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic sampling program has been undertaken to monitor the glacial meltwater streams in that region. This package contains data pertaining to continuous monitored water quality and quantity parameters measured with automatic recording devices on streams in this region. Specifically, this metadata record describes the hydrology data set for the Bohner Stream at the B5 streamgage, located in the Bonney Basin of Taylor Valley. Measurements commenced during the 2011-12 season and are ongoing. Gage control was constructed on 27 Jan 2011 at -77.696302 62.558285. This dataset extends through the first half of the 2022-23 field season.
DOI: 10.6073/pasta/d3bd43e52cc300633fc93b98f9be9fb0
title: Daily summarized seasonal measurements of discharge, water temperature, and specific conductivity from Bohner Stream at B5, McMurdo Dry Valleys, Antarctica (2011-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic sampling program has been undertaken to monitor the glacial meltwater streams in that region. This package contains daily summaries derived from 15-minute measurements of water quality and quantity parameters measured with automatic recording devices on streams in this region. Specifically, this metadata record describes the daily hydrological summaries for the McMurdo Dry Valleys' Bohner Stream at the B5 streamgage, located in the Bonney Basin of Taylor Valley. Measurements commenced during the 2011-12 austral summer and are ongoing. Gage control was constructed on 27 Jan 2011 at -77.696302 62.558285. This dataset extends through the first half of the 2022-23 field season.
DOI: 10.6084/m9.figshare.25199498
title: Supplementary data for "Whole Genome Duplication Events likely contributed to the Aquatic Adaptive Evolution of Parkerioideae"

description: Supplementary data for "Whole Genome Duplication Events likely contributed to the Aquatic Adaptive Evolution of Parkerioideae", Please find the details of each file in "0.read_me.txt".
DOI: 10.6084/m9.figshare.21823455.v74
title: The ReptileEvolution.com Project

description:   
Taxon exclusion is the number one problem currently vexing paleontology. The search for pterosaur, turtle, bat, snake, whale, reptile and tetrapod ancestors continues to unnecessarily befuddle paleontologists who continue to work from cherry-picked, textbook and traditional taxon lists that overlook and omit pertinent taxa. That’s why the large reptile tree (LRT), the nearly completely resolved cladogram at the heart of www.ReptileEvolution.com, includes 2212 taxa. Larger taxon numbers minimize taxon exclusion issues. Results indicate the simple act of adding taxa resolves all phylogenetic issues.