cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4107137
title: Files to retrieve effective radius and extinction coefficient in liquid clouds from depolarization observations at two FOVs

description: <pre>Files needed to retrieve the effective radius and cloud extinction coefficient at 75 meters above liquid clouds, assumed as subadiabatic, using observations of \delta_in and delta_rat as explained in acp-2020-473. The FOVs considered are FOV_in=1.0 mrad and FOV_in=2.0 mrad. The files Input_alpha_75.txt and Input_r75.txt contain respectively the input values of the extinction and effective radius (at 75m above CB). 235 input values of alpha_75 and 122 values of r_75. The file Polynomial_coeff_r75_vs_depol_rat_all_cloud-bases.txt contains the coefficients of a ciubic polynom to compute the effective radius using observations of delta_rat. These set of 4 coefficients is provided for all 8 cloud base heights, having a size of 4x8. The files matrix_alpha_vs_depolin_and_r75_XXXX.txt, with XXXX the cloud base in meters (varying from 1000 to 5000 meters), provide each matrix of size 235x122 containing the value of the simulated integrated depolarizaiton ratio at the FOV in (i.e delta_in in acp-2020-473), for the given 235 input-values of alpha_75 (provided in the File Input_alpha_75.txt) and given 122 values of r_75 (provided in File Input_r75.txt). This matrix shall be used to determine alpha_75 after knowing r_75 and depol_in. </pre>
DOI: 10.5281/zenodo.4107059
title: Files to retrieve effective radius and extinction coefficient in liquid clouds from depolarization observations at two FOVs

description: <pre>Files needed to retrieve the effective radius and cloud extinction coefficient at 75 meters above liquid clouds, assumed as subadiabatic, using observations of \delta_in and delta_rat as explained in acp-2020-473. The FOVs considered are FOV_in=1.0 mrad and FOV_in=2.0 mrad. The files Input_alpha_75.txt and Input_r75.txt contain respectively the input values of the extinction and effective radius (at 75m above CB). 235 input values of alpha_75 and 122 values of r_75. The file Polynomial_coeff_r75_vs_depol_rat_all_cloud-bases.txt contains the coefficients of a ciubic polynom to compute the effective radius using observations of delta_rat. These set of 4 coefficients is provided for all 8 cloud base heights, having a size of 4x8. The files matrix_alpha_vs_depolin_and_r75_XXXX.txt, with XXXX the cloud base in meters (varying from 1000 to 5000 meters), provide each matrix of size 235x122 containing the value of the simulated integrated depolarizaiton ratio at the FOV in (i.e delta_in in acp-2020-473), for the given 235 input-values of alpha_75 (provided in the File Input_alpha_75.txt) and given 122 values of r_75 (provided in File Input_r75.txt). This matrix shall be used to determine alpha_75 after knowing r_75 and depol_in. </pre>
DOI: 10.21227/wmvq-v284
title: Model 1.1

description: Model 1.1 Gradient Boosted Trees (Python xgboost library) Monthly (kWh) consumption forecasting?1. Twelveregression models (one per month).2. Regressionusing (daily kWh) consumption extracted features.F rom weekend/weekday and full series:Statistical: median, variance, quantiles, ...Time-series: autocorrelations, trends, seasonalities, .. Regression model training: 60% (train),20% (validation), 20% (test). Change vs Model 1: Linear interpolation on the y labels.
DOI: 10.6084/m9.figshare.13114202.v1
title: source_data.zip

description: Source data underlying the graphs and charts presented in the manuscript titled "<b>Movement errors during skilled motor performance engage distinct prediction error mechanisms</b>".
DOI: 10.6084/m9.figshare.13114202
title: source_data.zip

description: Source data underlying the graphs and charts presented in the manuscript titled "<b>Movement errors during skilled motor performance engage distinct prediction error mechanisms</b>".
DOI: 10.3886/e124541
title: Schools with Test-Based Promotion

description: Schools with Test-Based Promotion: Effects on Instructional Time Allocation and Student Learning in Grade 3<br><br>Abstract: This study is focused on the threat of retention associated with test-based promotion in grade 3. Through analyzing the Early Childhood Longitudinal Study Kindergarten Class of 1998-99 data, we found that schools having such a policy apparently increased math instructional time but not reading instructional time in grade 3. On average, the policy did not produce significant differences in third graders’ reading and math learning. However, there seemed to be a notable increase in the proportion of students who achieved an above-average proficiency level in grade 3 math. In both reading and math, the test-based promotion seemingly benefited students at the average or lower than average ability levels. In contrast, there was no evidence that the policy had an impact on students at the two ends of the ability distribution. We discussed the implication of the findings for the current design and implementation of test-based promotion in early grades. <br>
DOI: 10.3886/e124541v1
title: Schools with Test-Based Promotion

description: Schools with Test-Based Promotion: Effects on Instructional Time Allocation and Student Learning in Grade 3<br><br>Abstract: This study is focused on the threat of retention associated with test-based promotion in grade 3. Through analyzing the Early Childhood Longitudinal Study Kindergarten Class of 1998-99 data, we found that schools having such a policy apparently increased math instructional time but not reading instructional time in grade 3. On average, the policy did not produce significant differences in third graders’ reading and math learning. However, there seemed to be a notable increase in the proportion of students who achieved an above-average proficiency level in grade 3 math. In both reading and math, the test-based promotion seemingly benefited students at the average or lower than average ability levels. In contrast, there was no evidence that the policy had an impact on students at the two ends of the ability distribution. We discussed the implication of the findings for the current design and implementation of test-based promotion in early grades. <br>
DOI: 10.34740/kaggle/dsv/1572799
title: COVID-19 cases by Continent
DOI: 10.6084/m9.figshare.13110032
title: R0310_20191106a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13110032.v2
title: R0310_20191106a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.3886/e124561v1
title: From Statehood to School Desegregation: Racial Disparites in the Public Education of Mississippi, 1817 - 1969

description: In Williams et al. v. Bryant et al. (2017), four Black mothers claim their elementary-aged children are educated in schools with predominantly Black enrollments that have conditions incomparable to schools in neighboring school districts with predominantly White enrollments and higher socioeconomic statuses. The lawsuit claims this racial inequality in education is a violation of the post-Civil War Readmission Act (1868) requirement to provide a “uniform system of free public schools” (Williams et al. v. Bryant et al., 2017, p. 3) and to not modify state laws to disadvantage a group of citizens. <br><br>As the case moves through the courts one generation after Black parents in Alexander v. Holmes County Board of Education (1969) fought for school desegregation to produce racial equality in education, this archival study investigates to what extent Mississippi administered racial disparities in public education between Black students and White students from its statehood in 1817 through desegregation. This period of history was selected with implications for explaining systemic racial disparities as school resegregated shortly after Alexander v. Holmes enforced desegregation, school desegregation “failed to narrow educational gaps or alter the educational status of most Blacks” (Baker, 2001, p. 321), and parental education can influence a student’s education outcomes.<br>
DOI: 10.26300/sydd-s657
title: Supplementary data from "Transcriptional changes during hepatic ischemia-reperfusion in the rat: Implications for pre-conditioning"
DOI: 10.21227/y2n5-6q18
title: Event-Related Potentials (P300, EEG) - BCI dataset

description: Sixteen healthy young adults (age range 22 - 30 years) with no history of neurological, physical, or psychiatric illness participated in this study. All the participants were naive BCI users who had not participated in any related experiments before. Informed consents were received from all participants.The study has been approved by the Institutional Research Ethics Committee of Nazarbayev University.Scalp EEG was recorded using a 16-channel, active Ag/AgCl electrodes (g.USBamp, g.LADYbird, Guger Technologies OG, Schiedlberg, Austria) with a sampling frequency = 256 Hz, resolution = 16-bit, dynamic range = $\pm$ 3:2768mV, and bandwidth = 0-1000Hz. The EEG electrodes were positioned according to the International 10-20 system. The right earlobe of participants was used for a ground electrode, whereas the FCz location was used for a reference electrode.The total number of target letters that a participant had to attend was equal to five. These targets were presented in five consequent sequences with an inter-sequence duration (ISD) of two seconds. In total, five repetitions of each target character were made where one repetition (or trial) consisted of a complete set of 12 random flashes of every row and column (six rows and six columns). The inter-stimulus interval (ISI) was set to 150 ms; likewise, the stimulus duration was 100 ms (i.e., the time length a row/col is highlighted). The minimum time between the same target letter highlights was set to 600 ms, also denoted as a target-to-target (TTI) interval. The stimulus onset asynchrony (SOA) was set to 250 ms. The SOA is the time period between the start of one stimulus event, and the start of the next event.
DOI: 10.21227/s7nr-q883
title: Event-Related Potentials (P300, EEG) - BCI dataset

description: The provided EEG data were acquired from sixteen healthy young adults (age range 22 - 30 years) with no history of neurological, physical, or psychiatric illness. All the participants were naive BCI users who had not participated in any related experiments before. Informed consents were received from all participants.The study has been approved by the Institutional Research Ethics Committee of Nazarbayev University.Scalp EEG was recorded using a 16-channel, active Ag/AgCl electrodes (g.USBamp, g.LADYbird, Guger Technologies OG, Schiedlberg, Austria) with a sampling frequency = 256 Hz. EEG electrodes were positioned according to the International 10-20 system. The right earlobe of participants was used for a ground electrode, whereas the FCz location was used for a reference electrode.The total number of target letters that a participant had to attend was equal to five. These targets were presented in five consequent sequences with an inter-sequence duration (ISD) of two seconds. In total, five repetitions of each target character were made where one repetition (or trial) consisted of a complete set of 12 random flashes of every row and column (six rows and six columns). The inter-stimulus interval (ISI) was set to 150 ms; likewise, the stimulus duration was 100 ms (i.e., the time length a row/col is highlighted). The minimum time between the same target letter highlights was set to 600 ms, also denoted as a target-to-target (TTI) interval. The stimulus onset asynchrony (SOA) was set to 250 ms. The SOA is the time period between the start of one stimulus event, and the start of the next event.
DOI: 10.25828/5kc5-jw43
title: Continuous Multi-Purpose Household Survey 2016
DOI: 10.7910/dvn/7uubqo/4dkqym
title: US State Data.tab

description: :unav
DOI: 10.7910/dvn/7uubqo/56nvtg
title: Final Do File for 2012 ANES.do

description: :unav
DOI: 10.7910/dvn/7uubqo/5ppchg
title: 2012 ANES Data.tab

description: :unav
DOI: 10.7910/dvn/7uubqo/kxgbuc
title: Final Unions and Inequality Supplemental Appendix.pdf

description: :unav
DOI: 10.7910/dvn/7uubqo/qt1ijt
title: Final Do File for US States.do

description: :unav
DOI: 10.21227/64p7-3s44
title: Event-Related Potentials (P300, EEG) - BCI dataset

description: The provided EEG data were acquired from sixteen healthy young adults (age range 22 - 30 years) with no history of neurological, physical, or psychiatric illness. All the participants were naive BCI users who had not participated in any related experiments before. Informed consents were received from all participants.The study has been approved by the Institutional Research Ethics Committee of Nazarbayev University.Scalp EEG was recorded using a 16-channel, active Ag/AgCl electrodes (g.USBamp, g.LADYbird, Guger Technologies OG, Schiedlberg, Austria) with a sampling frequency = 256 Hz. EEG electrodes were positioned according to the International 10-20 system. The right earlobe of participants was used for a ground electrode, whereas the FCz location was used for a reference electrode.The total number of target letters that a participant had to attend was equal to five. These targets were presented in five consequent sequences with an inter-sequence duration (ISD) of two seconds. In total, five repetitions of each target character were made where one repetition (or trial) consisted of a complete set of 12 random flashes of every row and column (six rows and six columns). The inter-stimulus interval (ISI) was set to 150 ms; likewise, the stimulus duration was 100 ms (i.e., the time length a row/col is highlighted). The minimum time between the same target letter highlights was set to 600 ms, also denoted as a target-to-target (TTI) interval. The stimulus onset asynchrony (SOA) was set to 250 ms. The SOA is the time period between the start of one stimulus event, and the start of the next event.
DOI: 10.25345/c5xp7f
title: MassIVE MSV000083798 - chronic-stage Chagas disease - inner vs outer left ventricle (mouse)
title: Left ventricles were collected from mice chronically-infected with Trypanosoma cruzi (or from uninfected controls), and sectioned to divide between inner and outer parts of the ventricular wall. Metabolites were extracted by two-step 50% methanol and 3:1 dichloromethane-methanol, and separated by C8 chromatography (Kinetex C8 LC Column 50 x 2.1 mm). Detection in positive and negative modes
DOI: 10.17632/9gk5ftd5bk.1
title: Data for: Metabolite Biomarkers of Chlorothalonil Exposure in Earthworms, Coelomic Fluid, and Coelomocytes

description: 1H NMR and LC-MS results for control and exposed earthworm extracts.
DOI: 10.17632/ymkvsb48c4.1
title: Data for: Impact of Key Strata Movement on Ground Pressure Behavior: A Case Study in Datong Coalfield

description: The compressed file contains three parts of data: (1)Strata movement in Borehole No.1; (2)Pressure of chock supports; (3)Depth change of the dislocation position in Borehole No.2;
DOI: 10.17632/rdx3xyx65s.1
title: Data for: Characteristics of isoprene emission from moso bamboo leaves in a forest in central Taiwan

description: This file contain following contents: 1. Isoprene emission flux measured from leaves of 12 bamboo species (i.e., Bambusa oldhamii, Chimonobambusa quadrangularis, Dendrocalamus asper, Dendrocalamus giganteus, Dendrocalamus latiflorus Munro. cv. Mei-nung, D. latiflorus Munro. cv. Subconvex, Phyllostachys bambusoides, P. edulis, Phyllostachys makinoi, Semiarundinaria fastuosa, Thyrsostachys siamensis, and Yushania niitakayamensis) without environment controlling. 2. Isoprene emission flux from moso bamboo leaves under variety of light conditions from September 2015 to March 2016 3. Parameterized G93 algorithm (Guenther et al., 1993) for leaf-scale isoprene emission flux estimation of moso bamboo leaves.
DOI: 10.15156/bio/sh1867249.08fu
title: SH1867249.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh2844297.08fu
title: SH2844297.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh2844298.08fu
title: SH2844298.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh2844299.08fu
title: SH2844299.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1867250.08fu
title: SH1867250.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1867251.08fu
title: SH1867251.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1867252.08fu
title: SH1867252.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.