cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16435662
title: Chrysanthemum lavandulifolium genome assembly and annotation files

description: Chrysanthemum lavandulifolium genome assembly and annotation files <br>reference :The Chrysanthemum lavandulifolium genome and the molecular mechnism underlying the diverse capitulum types
DOI: 10.3886/e148322
title: Racial Socialization: The Development of Perceptions about Law Enforcement toward among a sample of College Students

description: In the U.S., relations between minorities and police are at an all-time low; with strong evidence suggesting that minority males, are more likely to possess negative perceptions of the police. The current study examines whether gender, immigration generational status, and race/ethnicity impact how parents socialize their offspring to interact with the police. A survey was administered to gather retrospective information from participants about the factors influencing young adult’s perceptions and beliefs regarding police officers. The results suggest that third generation immigrants received “the talk” more comprehensively than their first- generation counterparts. Further, third generation immigrants and males were more likely to receive the youth culture component of “the talk.”
DOI: 10.3886/e148322v1
title: Racial Socialization: The Development of Perceptions about Law Enforcement toward among a sample of College Students

description: In the U.S., relations between minorities and police are at an all-time low; with strong evidence suggesting that minority males, are more likely to possess negative perceptions of the police. The current study examines whether gender, immigration generational status, and race/ethnicity impact how parents socialize their offspring to interact with the police. A survey was administered to gather retrospective information from participants about the factors influencing young adult’s perceptions and beliefs regarding police officers. The results suggest that third generation immigrants received “the talk” more comprehensively than their first- generation counterparts. Further, third generation immigrants and males were more likely to receive the youth culture component of “the talk.”
DOI: 10.5517/ccdc.csd.cc27wfj3
title: CCDC 2081945: Experimental Crystal Structure Determination

description: Related Article: Yannick Schulte, Blaise L. Geoghegan, Christoph Helling, Christoph Wölper, Gebhard Haberhauer, George E. Cutsail III, Stephan Schulz|2021|J.Am.Chem.Soc.|143|12658|doi:10.1021/jacs.1c05210
DOI: 10.5517/ccdc.csd.cc27wfk4
title: CCDC 2081946: Experimental Crystal Structure Determination

description: Related Article: Yannick Schulte, Blaise L. Geoghegan, Christoph Helling, Christoph Wölper, Gebhard Haberhauer, George E. Cutsail III, Stephan Schulz|2021|J.Am.Chem.Soc.|143|12658|doi:10.1021/jacs.1c05210
DOI: 10.5517/ccdc.csd.cc27wfl5
title: CCDC 2081947: Experimental Crystal Structure Determination

description: Related Article: Yannick Schulte, Blaise L. Geoghegan, Christoph Helling, Christoph Wölper, Gebhard Haberhauer, George E. Cutsail III, Stephan Schulz|2021|J.Am.Chem.Soc.|143|12658|doi:10.1021/jacs.1c05210
DOI: 10.5517/ccdc.csd.cc283v5f
title: CCDC 2089064: Experimental Crystal Structure Determination

description: Related Article: Christopher M. Poteat, Vincent N. G. Lindsay|2021|Org.Lett.|23|6482|doi:10.1021/acs.orglett.1c02303
DOI: 10.5517/ccdc.csd.cc2892g4
title: CCDC 2094095: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5517/ccdc.csd.cc2892h5
title: CCDC 2094096: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5517/ccdc.csd.cc2892j6
title: CCDC 2094097: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5517/ccdc.csd.cc2892k7
title: CCDC 2094098: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5517/ccdc.csd.cc2892l8
title: CCDC 2094099: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5517/ccdc.csd.cc2892m9
title: CCDC 2094100: Experimental Crystal Structure Determination

description: Related Article: Gyeongjin Park, François P. Gabbaï|2021|J.Am.Chem.Soc.|143|12494|doi:10.1021/jacs.1c07035
DOI: 10.5281/zenodo.5228689
title: JuicyMoonsLongChannel

description: Simulating oceans on icy moons heated from below using a zonally reentrant channel setup in Julia and Oceananigans.jl. The datasets for 12 experiments as shown in table 2 of the paper are in the netcdf files attached here. See README for instructions on how to read and plot data in python.
DOI: 10.5281/zenodo.5228688
title: JuicyMoonsLongChannel

description: Simulating oceans on icy moons heated from below using a zonally reentrant channel setup in Julia and Oceananigans.jl. The datasets for 12 experiments as shown in table 2 of the paper are in the netcdf files attached here. See README for instructions on how to read and plot data in python.
DOI: 10.25442/hku.15178125
title: Supporting data for “Optoelectronic Properties of Wide Bandgap Semiconductor under the Sub-bandgap Optical Excitation”

description: This dataset include both raw data and processed data for supporting the doctoral thesis. Sub-folders named with “Chapter 1” to “Chapter 4” are corresponded with the thesis chapters. The raw data include photoluminescence spectra of InGaN/GaN quantum well, doped and un-doped GaN crystal, and bulk ZnO crystal under various excitation conditions. The processed data include intensity and peak positions of various luminescence components under different excitation conditions, such as temperatures and self-absorption distances.
DOI: 10.25442/hku.15178125.v1
title: Supporting data for “Optoelectronic Properties of Wide Bandgap Semiconductor under the Sub-bandgap Optical Excitation”

description: This dataset include both raw data and processed data for supporting the doctoral thesis. Sub-folders named with “Chapter 1” to “Chapter 4” are corresponded with the thesis chapters. The raw data include photoluminescence spectra of InGaN/GaN quantum well, doped and un-doped GaN crystal, and bulk ZnO crystal under various excitation conditions. The processed data include intensity and peak positions of various luminescence components under different excitation conditions, such as temperatures and self-absorption distances.
DOI: 10.5281/zenodo.5253698
title: Supplementary data for the article Linguistic system and sociolinguistic environment as competing factors in linguistic variation: A typological approach

description: This material contains the dataset and the R-scripts from the gitlab repository of the following article. Please cite the article when using the data. Sinnemäki, Kaius 2020. Linguistic system and sociolinguistic environment as competing factors in linguistic variation: A typological approach. <em>Journal of Historical Sociolinguistics</em> 6(2): 20190101. https://doi.org/10.1515/jhsl-2019-1010
DOI: 10.5281/zenodo.5253697
title: Supplementary data for the article Linguistic system and sociolinguistic environment as competing factors in linguistic variation: A typological approach

description: This material contains the dataset and the R-scripts from the gitlab repository of the following article. Please cite the article when using the data. Sinnemäki, Kaius 2020. Linguistic system and sociolinguistic environment as competing factors in linguistic variation: A typological approach. <em>Journal of Historical Sociolinguistics</em> 6(2): 20190101. https://doi.org/10.1515/jhsl-2019-1010
DOI: 10.6084/m9.figshare.13318044.v1
title: Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic

description: Risky driving behaviors can cause accidents, which may result in major material and moral damages. Due to the increase in road accidents, it has become an important issue to identify risky driving behaviors and reward people who drive safely. With the development of technology, it is now possible to model driving behavior through advanced sensors integrated into embedded systems. In this study, we modeled four major risky driving behaviors and created driver profiles using data obtained from accelerometer and gyroscope sensors and applying widely used machine learning algorithms in behavior analysis, including the C4.5 Decision Tree, Random Forest, Artificial Neural Network, Support-Vector Machine, K-Nearest Neighbor, Naive Bayes, and K-Star algorithms. Risky driving behaviors and their risk levels were evaluated in accordance with the expert opinions of traffic officers, and driver risk was modeled using the fuzzy logic method. The applied machine learning algorithms were compared using common validation metrics such as accuracy, f-measure, precision, and recall. In our experiments, the K-Star algorithm was the most successful algorithm, with 100% accuracy. As a result, a highly accurate, low-cost system which acts as the driver’s black box was developed. The system can be integrated into vehicles and it can record the driver’s behaviors and identify the risky ones. It can also open up new horizons for insurance companies to utilize usage-based policies, in which customers who drive safely are rewarded with lower car insurance premiums, encouraging others to do the same.
DOI: 10.6084/m9.figshare.13318044
title: Driver’s black box: a system for driver risk assessment using machine learning and fuzzy logic

description: Risky driving behaviors can cause accidents, which may result in major material and moral damages. Due to the increase in road accidents, it has become an important issue to identify risky driving behaviors and reward people who drive safely. With the development of technology, it is now possible to model driving behavior through advanced sensors integrated into embedded systems. In this study, we modeled four major risky driving behaviors and created driver profiles using data obtained from accelerometer and gyroscope sensors and applying widely used machine learning algorithms in behavior analysis, including the C4.5 Decision Tree, Random Forest, Artificial Neural Network, Support-Vector Machine, K-Nearest Neighbor, Naive Bayes, and K-Star algorithms. Risky driving behaviors and their risk levels were evaluated in accordance with the expert opinions of traffic officers, and driver risk was modeled using the fuzzy logic method. The applied machine learning algorithms were compared using common validation metrics such as accuracy, f-measure, precision, and recall. In our experiments, the K-Star algorithm was the most successful algorithm, with 100% accuracy. As a result, a highly accurate, low-cost system which acts as the driver’s black box was developed. The system can be integrated into vehicles and it can record the driver’s behaviors and identify the risky ones. It can also open up new horizons for insurance companies to utilize usage-based policies, in which customers who drive safely are rewarded with lower car insurance premiums, encouraging others to do the same.
DOI: 10.6084/m9.figshare.14932266
title: Supplementary Material for: Rotating day and night disturb growth hormone secretion profiles, body energy metabolism and insulin levels in mice

description: Medicine
DOI: 10.6084/m9.figshare.16436976
title: Supplementary Material for: Occult Brain Arteriovenous Malformation Superimposed on a Pial Arteriovenous Fistula: Case Report

description: <b><i>Introduction:</i></b> Pial arteriovenous fistulas are characterized by an abnormal connection between an intracranial artery and vein without an intervening nidus. Their predominant symptoms largely arise from mass effect, shunting, or hemorrhage. Most conservatively managed cases progress to death, but endovascular and/or surgical intervention is often successful. <b><i>Case Presentation:</i></b> We present the unique case of a 15-year-old girl with spontaneous intracranial hemorrhage from a single-vessel arteriovenous fistula. Although preoperative imaging failed to show a distinct nidus, intraoperative indocyanine green angiography performed after successful clipping of the primary fistulous site revealed residual shunting from a peri-lesional arteriovenous malformation. <b><i>Discussion/Conclusion:</i></b> This case demonstrates the importance of intraoperative imaging and meticulous circumferential inspection of these lesions to detect residual vascular shunting.
DOI: 10.25345/c5bz6j
title: MassIVE MSV000088019 - Endophyte_Project_Antitryposonoma_25082021
title: Endophytic fungi with potential antitryposonomal activity
DOI: 10.6084/m9.figshare.16436976.v1
title: Supplementary Material for: Occult Brain Arteriovenous Malformation Superimposed on a Pial Arteriovenous Fistula: Case Report

description: <b><i>Introduction:</i></b> Pial arteriovenous fistulas are characterized by an abnormal connection between an intracranial artery and vein without an intervening nidus. Their predominant symptoms largely arise from mass effect, shunting, or hemorrhage. Most conservatively managed cases progress to death, but endovascular and/or surgical intervention is often successful. <b><i>Case Presentation:</i></b> We present the unique case of a 15-year-old girl with spontaneous intracranial hemorrhage from a single-vessel arteriovenous fistula. Although preoperative imaging failed to show a distinct nidus, intraoperative indocyanine green angiography performed after successful clipping of the primary fistulous site revealed residual shunting from a peri-lesional arteriovenous malformation. <b><i>Discussion/Conclusion:</i></b> This case demonstrates the importance of intraoperative imaging and meticulous circumferential inspection of these lesions to detect residual vascular shunting.
DOI: 10.6084/m9.figshare.16437005.v1
title: Exogenous carbon source supplementation counteracts root and hypocotyl growth limitations under increased cotyledon shading, with glucose and sucrose differentially modulating growth curves

description: Plant growth is continuously modulated by endogenous and exogenous stimuli. By no means the only, but well described, signaling molecules produced in plants and distributed through the plant body to orchestrate efficient growth are photosynthates. Light is a potent exogenous stimulus that determines, first, the rate of photosynthesis, but also the rate of plant growth. Root meristem activity is reduced with direct illumination but enhanced with increased sugar levels. With reduced cotyledon illumination, the seedling increases hypocotyl elongation until adequate light exposure is again provided. If endogenous carbon sources are limited, this leads to a temporary inhibition of root growth. Experimental growth conditions include exogenous supplementation of sucrose or glucose in addition to culturing seedlings under light exposure in Petri dishes. We compared total root length and hypocotyl elongation of <i>Arabidopsis thaliana</i> wild type <i>Col-0</i> in response to illumination status and carbon source in the growth medium. Overall, sucrose supplementation promoted hypocotyl and root length to a greater extent than glucose supplementation. Glucose promoted root length compared to non-supplemented seedlings especially when cotyledon illumination was greatly reduced.
DOI: 10.6084/m9.figshare.16437014
title: Python code for Figures 4 & 5 (rar file) from Cooperating to show that you care: costly helping as an honest signal of fitness interdependence

description: Python code for Figure 4 & 5 (rar)
DOI: 10.17894/ucph.7b4f3336-050f-4810-9410-41344da3767a
title: Grass weed and UAV imagery
DOI: 10.6084/m9.figshare.14995314.v7
title: Effect of behavioural sampling methods on local and global social network metrics: A case-study of three macaque species

description: Data set and R-codes
DOI: 10.34740/kaggle/dsv/2555143
title: Accident Rate without Seatbelts
DOI: 10.6084/m9.figshare.16437014.v1
title: Python code for Figures 4 & 5 (rar file) from Cooperating to show that you care: costly helping as an honest signal of fitness interdependence

description: Python code for Figure 4 & 5 (rar)
DOI: 10.5281/zenodo.5253724
title: data

description: data set
DOI: 10.5281/zenodo.5253723
title: data

description: data set
DOI: 10.5281/zenodo.5253566
title: HIGHCARE-HIGHLANDERS study dataset

description: Dataset of HIGHCARE-ANDES Highlanders Study
description: {"references": ["Bilo G, Acone L, Anza-Ram\u00edrez C, Macarlup\u00fa JL, Soranna D, Zambon A, Vizcardo-Galindo G, Pengo MF, Villafuerte FC, Parati G; HIGHCARE-ANDES Highlanders Study Investigators. Office and Ambulatory Arterial Hypertension in Highlanders: HIGHCARE-ANDES Highlanders Study. Hypertension. 2020 Dec;76(6):1962-1970. doi: 10.1161/HYPERTENSIONAHA.120.16010.PMID: 33175629."]}
DOI: 10.5281/zenodo.5253565
title: HIGHCARE-HIGHLANDERS study dataset

description: Dataset of HIGHCARE-ANDES Highlanders Study
description: {"references": ["Bilo G, Acone L, Anza-Ram\u00edrez C, Macarlup\u00fa JL, Soranna D, Zambon A, Vizcardo-Galindo G, Pengo MF, Villafuerte FC, Parati G; HIGHCARE-ANDES Highlanders Study Investigators. Office and Ambulatory Arterial Hypertension in Highlanders: HIGHCARE-ANDES Highlanders Study. Hypertension. 2020 Dec;76(6):1962-1970. doi: 10.1161/HYPERTENSIONAHA.120.16010.PMID: 33175629."]}
DOI: 10.6084/m9.figshare.15072765.v2
title: test

description: test
DOI: 10.48512/xcv8458841
title: Dating Iroquoia project database

description: This database contains site, sample, and radiocarbon dating information for all samples and dates acquired as part of the Dating Iroquoia project as per the original project description as funded by NSF award no. BCS 1727802.
DOI: 10.17637/rh.14191589
title: Data used in: Santi et al. - Phenotypic responses to oil pollution in a poeciliid fish. Published in Environmental Pollution.

description: This dataset consists of two spreadsheets. The first one, provides information on guppy body-shape data, with centroid size and values for the first 5 relative warps provided. The second one, provides information on guppy life-history data.
DOI: 10.6084/m9.figshare.15072765.v3
title: test

description: test
DOI: 10.6084/m9.figshare.13720735
title: Piedmont Region (Italy) 2017 burn severity maps

description: The dataset contains burn severity maps of ten wildfires occurred in the Piedmont Region (Italy) during autumn 2017. <br>Maps were produced by thresholding three different NBR (Normalized Burn Ratio) -based bi-temporal indices (differenced NBR - dNBR, Relative differenced NBR - RdNBR, Relativized Burn Ratio - RBR) computed using Sentinel-2 imagery. Thresholds were predicted from regression models relating field data (Composite Burn Index plots) and NBR-based bi-temporal indices.Either a pair of cloud-free pre- and post-fire images, i.e. paired images, or reflectance composites, produced using all the images acquired during the growing seasons of 2017 and 2018, were employed for computing bi-temporal indices.<br>A previous version of the project was published in the website of the Piedmont Region.<br>
DOI: 10.6084/m9.figshare.13720735.v2
title: Piedmont Region (Italy) 2017 burn severity maps

description: The dataset contains burn severity maps of ten wildfires occurred in the Piedmont Region (Italy) during autumn 2017. <br>Maps were produced by thresholding three different NBR (Normalized Burn Ratio) -based bi-temporal indices (differenced NBR - dNBR, Relative differenced NBR - RdNBR, Relativized Burn Ratio - RBR) computed using Sentinel-2 imagery. Thresholds were predicted from regression models relating field data (Composite Burn Index plots) and NBR-based bi-temporal indices.Either a pair of cloud-free pre- and post-fire images, i.e. paired images, or reflectance composites, produced using all the images acquired during the growing seasons of 2017 and 2018, were employed for computing bi-temporal indices.<br>A previous version of the project was published in the website of the Piedmont Region.<br>
DOI: 10.6084/m9.figshare.16437078
title: Supplementary Material for: Guidelines in Gastroenterology: Careful Interpretation Is Essential

description: <b><i>Introduction:</i></b> Clinical practice guidelines (CPG) contain recommendations that aim to guide physicians in the diagnosis of and therapeutic approach toward patients affected by gastrointestinal (GI) pathologies. These CPG systematically combine scientific evidence and clinical judgment, culminating in recommendations that have been shown to improve patient care. <b><i>Material and Methods:</i></b> European and North American guidelines published in the area of gastroenterology in 2018 and 2019 were considered for inclusion. To standardize the results, only guidelines that used GRADE as an evidence system were included. Thus, in the end, 1,233 recommendations from 29 guidelines published between 2018 and 2019 were analyzed. <b><i>Results:</i></b> Of the 1,233 recommendations collected, 324 (26.3%) had a low level of evidence and 127 (10.3%) had a very low level of evidence, indicating little evidence or expert opinion. Of the 29 publications analyzed, 14 (48.3%) did not present any recommendation with a high level of evidence. Regarding the 1,233 individual recommendations expressed in these 29 publications, only 336 (27.25%) assumed a high level of evidence, with 277 (82.44%) referring to liver pathology. Of the recommendations evaluated, 77 were from North American societies and the remaining 1,156 were European recommendations. In relation to the first group, only 3 (3.9%) had a high level of evidence belonging to the Guidelines for Sedation and Anesthesia in GI Endoscopy. <b><i>Conclusions:</i></b> More than 25% of all recommendations currently accepted to guide patients with gastroenterological disorders are based on low-quality evidence or expert opinion. Thus, these documents should guide our performance, but clinical sense and multidisciplinarity must not be overlooked in dubious cases and with weak scientific evidence. Research should focus on the development of randomized controlled trials and systematic reviews to improve the evidence supporting the guidelines that guide clinical practice.
DOI: 10.6084/m9.figshare.15072765.v4
title: test

description: test
DOI: 10.5281/zenodo.5254503
title: Neptune Spitzer IRS

description: Reduced Neptune data from the Spitzer Space Telescope Infrared Spectrograph (IRS) SL, SH and LH (SL also available in separate orders 1, 2 and 3) 05/2006 = v2 (1 longitude) 11/2005 = v1 (3 longitudes) SL_v1L1 = 14784512, SL_v1L2 = 14784768, SL_v1L3 = 15911424, 11/2004 cy1 (cycle 1) cy1L1 = 11073536, cy1L2 = 11073792, cy1L3 = 11074048, cy1L4 = 11074560 05/2004 (as in Meadows et al 2008) meadL1 = 4525056, meadL2 = 4525312, meadL3 = 4525568 Raw data can be accessed at the Spitzer Heritage Archive: https://sha.ipac.caltech.edu/applications/Spitzer/SHA/ and can be searched by ‘Program’. Data from 05/2004 has ID 71, 11/2004 has ID 3534, 11/2005 has ID 20500, and 05/2006 has ID 20500.
DOI: 10.5281/zenodo.5254502
title: Neptune Spitzer IRS

description: Reduced Neptune data from the Spitzer Space Telescope Infrared Spectrograph (IRS) SL, SH and LH (SL also available in separate orders 1, 2 and 3) 05/2006 = v2 (1 longitude) 11/2005 = v1 (3 longitudes) SL_v1L1 = 14784512, SL_v1L2 = 14784768, SL_v1L3 = 15911424, 11/2004 cy1 (cycle 1) cy1L1 = 11073536, cy1L2 = 11073792, cy1L3 = 11074048, cy1L4 = 11074560 05/2004 (as in Meadows et al 2008) meadL1 = 4525056, meadL2 = 4525312, meadL3 = 4525568 Raw data can be accessed at the Spitzer Heritage Archive: https://sha.ipac.caltech.edu/applications/Spitzer/SHA/ and can be searched by ‘Program’. Data from 05/2004 has ID 71, 11/2004 has ID 3534, 11/2005 has ID 20500, and 05/2006 has ID 20500.