cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.19796
title: Neural Network Learning NOGM Data
title: 神经网络学习NOGM数据

description: The dataset uses GNLSE simulation program to generate Stokes spectra generated by NOGM system in the 1100-1140nm wavelength range. The system uses 1064nm pump and 1121nm single frequency continuous optical seeds to induce Raman effect in PM 980 and PM Raman fibers. The simulation uses MATLAB for computation, and the relevant computing devices are 12th Generation Intel Core i7-12650H processor (2.30 GHz) and NVIDIA GeForce RTX 4060 Laptop GPU. The number of spectral sampling points is 4303, corresponding to the input of the initial Gaussian pulse pulse width, energy, and the position of the optical envelope transmitted in the fiber. The dataset is saved in MATLAB file format. Training_data_01 and training_data_SM00 are the training sets. The compressed file RM40nmSW corresponds to multiple spectral data transmitted in the PM Raman fiber during the drawing of the paper, including data for training, validation, testing, and generalization. 
description: The dataset uses GNLSE simulation program to generate Stokes spectra generated by NOGM system in the 1100-1140nm wavelength range. The system uses 1064nm pump and 1121nm single frequency continuous optical seeds to induce Raman effect in PM 980 and PM Raman fibers. The simulation uses MATLAB for computation, and the relevant computing devices are 12th Generation Intel Core i7-12650H processor (2.30 GHz) and NVIDIA GeForce RTX 4060 Laptop GPU. The number of spectral sampling points is 4303, corresponding to the input of the initial Gaussian pulse pulse width, energy, and the position of the optical envelope transmitted in the fiber. The dataset is saved in MATLAB file format. Training_data_01 and training_data_SM00 are the training sets. The compressed file RM40nmSW corresponds to multiple spectral data transmitted in the PM Raman fiber during the drawing of the paper, including data for training, validation, testing, and generalization.
DOI: 10.57760/sciencedb.j00186.00535
title: Measurements of 27Al(γ, n) reaction using quasi-monoenergetic γ beams from 13.2 MeV to 21.7 MeV at SLEGS∗
title: Measurements of 27Al(γ, n) reaction using quasi-monoenergetic γ beams from 13.2 MeV to 21.7 MeV at SLEGS∗

description: The accurate photoneutron cross section of the 27Al nucleus has an important impact on clarifying the dif-ferences in existing experimental data and improving the precision of the calculation of the nuclear reactionrate of 26Al in nuclear astrophysics. The photoneutron cross sections for the 27Al(γ, n)26Al reaction, withinthe neutron separation energy of 13.2 to 21.7 MeV, have been meticulously measured with a new flat efficiencydetector (FED) array at the Shanghai Laser-Electron Gamma Source (SLEGS). The uncertainty of the data arecontrolled below 4% throughout the process and inconsistency between the present data and the existing datafrom different sources of gamma, as well as the TENDL-2021 data, is discussed in detail. These discussionsprovide a reference and help solve the inconsistency of the data of the 27Al(γ, n)26Al cross section and improvethe related theoretical calculation.
description: The accurate photoneutron cross section of the 27Al nucleus has an important impact on clarifying the dif-ferences in existing experimental data and improving the precision of the calculation of the nuclear reactionrate of 26Al in nuclear astrophysics. The photoneutron cross sections for the 27Al(γ, n)26Al reaction, withinthe neutron separation energy of 13.2 to 21.7 MeV, have been meticulously measured with a new flat efficiencydetector (FED) array at the Shanghai Laser-Electron Gamma Source (SLEGS). The uncertainty of the data arecontrolled below 4% throughout the process and inconsistency between the present data and the existing datafrom different sources of gamma, as well as the TENDL-2021 data, is discussed in detail. These discussionsprovide a reference and help solve the inconsistency of the data of the 27Al(γ, n)26Al cross section and improvethe related theoretical calculation.
DOI: 10.57760/sciencedb.space.02249
title: Modeling Energetic Proton Transport from a Stream Interaction Region to Compound Streams
title: 模拟能量粒子在靠近共转相互作用区的 复合流区域中的传播

description: This data provides observation and partial simulation results of the energy proton (0.3-1.8 MeV) intensity increase event related to the SIR event observed jointly by STEREO-B, WIND, and STEREO-A from September 19-25, 2010 
description: This data provides observation and partial simulation results of the energy proton (0.3-1.8 MeV) intensity increase event related to the SIR event observed jointly by STEREO-B, WIND, and STEREO-A from September 19-25, 2010
DOI: 10.57760/sciencedb.19808
title: UV-RIP-seq of virus-infected murine BMDMs (mBMDMs)
title: UV-RIP-seq of virus-infected murine BMDMs (mBMDMs)

description: Deep sequencing of UV-crosslinking RNA-IP of AGO2 in IAV-infected mBMDMs with (siRNF126) or without (con) RNF126 knockdown.
description: Deep sequencing of UV-crosslinking RNA-IP of AGO2 in IAV-infected mBMDMs with (siRNF126) or without (con) RNF126 knockdown.
DOI: 10.57760/sciencedb.19812
title: Nobiletin alleviates hypoxia-induced pulmonary hypertension by inhibiting calcium-sensing receptor
title: Nobiletin alleviates hypoxia-induced pulmonary hypertension by inhibiting calcium-sensing receptor

description: Nobiletin alleviates hypoxia-induced pulmonary hypertension by inhibiting calcium-sensing receptor
description: Nobiletin alleviates hypoxia-induced pulmonary hypertension by inhibiting calcium-sensing receptor
DOI: 10.57760/sciencedb.19814
title: Sus.Leadership
title: Sus.Leadership

description: Data is on the study: SUSTAINABLE LEADERSHIP AND ENVIRONMENTAL PERFORMANCE: A MODERATED MEDIATION EFFECT OF PROACTIVE SUSTAINABILITY STRATEGIES AND INSTITUTIONAL PRESSURE
description: Data is on the study: SUSTAINABLE LEADERSHIP AND ENVIRONMENTAL PERFORMANCE: A MODERATED MEDIATION EFFECT OF PROACTIVE SUSTAINABILITY STRATEGIES AND INSTITUTIONAL PRESSURE
DOI: 10.57760/sciencedb.19821
title: Whole genome resequencing of Leiqiong cattle
title: Whole genome resequencing of Leiqiong cattle

description: Whole genome resequencing of Leiqiong cattle 
description: Whole genome resequencing of Leiqiong cattle
DOI: 10.57760/sciencedb.19822
title: RNA-Seq of virus-infected murine BMDMs (mBMDMs)
title: RNA-Seq of virus-infected murine BMDMs (mBMDMs)

description: Deep sequencing of total RNAs in IAV-infected mBMDMs with (siRNF126) or without (con) RNF126 knockdown.
description: Deep sequencing of total RNAs in IAV-infected mBMDMs with (siRNF126) or without (con) RNF126 knockdown.
DOI: 10.57760/sciencedb.19823
title: How to maintain the same level of healthy physical activity when moving from a mountain bike to an electric mountain bike – a case study
title: How to maintain the same level of healthy physical activity when moving from a mountain bike to an electric mountain bike – a case study

description: The parameters measured during the tests were, heart rate (HR), cycling speed (CS), power output (PO), pedaling cadence (PC), slope (SLP), rate of perceived exertion (RPE), TRaining IMPulse (TRIMP) and Training Stress Score (TSS).A Garmin Edge 1030 bicycle counter (Cardiosport, Waterlooville, Hampshire, UK), paired with a hub-mounted and properly calibrated Garmin Bluetooth Ant+2 speed sensor, was used to measure cycling speed (CS), slope (SLP), distance and altitude. A Garmin HRM Pro sensor worn on the subject's chest, paired with the Garmin Edge 1030 bicycle counter, was used to measure physical exertion as measured by heart rate (HR). A VCT power meter Garmin Vector paired with the Garmin Edge 1030 bicycle counter was used to measure power output (PO) and pedaling cadence (PC).The data recorded after each ride was saved in the Garmin Connect software cloud, from where it was further exported to a file with a “.csv" extension. This file contained detailed ride information with a 1-second recording interval and was analyzed within a MS Excel spreadsheet in order to calculate TRIMP (Edwards, 1994), TSS (Allen et al., 2019) and normalized power (NP) (Allen et al., 2019).
description: The parameters measured during the tests were, heart rate (HR), cycling speed (CS), power output (PO), pedaling cadence (PC), slope (SLP), rate of perceived exertion (RPE), TRaining IMPulse (TRIMP) and Training Stress Score (TSS).A Garmin Edge 1030 bicycle counter (Cardiosport, Waterlooville, Hampshire, UK), paired with a hub-mounted and properly calibrated Garmin Bluetooth Ant+2 speed sensor, was used to measure cycling speed (CS), slope (SLP), distance and altitude. A Garmin HRM Pro sensor worn on the subject's chest, paired with the Garmin Edge 1030 bicycle counter, was used to measure physical exertion as measured by heart rate (HR). A VCT power meter Garmin Vector paired with the Garmin Edge 1030 bicycle counter was used to measure power output (PO) and pedaling cadence (PC).The data recorded after each ride was saved in the Garmin Connect software cloud, from where it was further exported to a file with a “.csv" extension. This file contained detailed ride information with a 1-second recording interval and was analyzed within a MS Excel spreadsheet in order to calculate TRIMP (Edwards, 1994), TSS (Allen et al., 2019) and normalized power (NP) (Allen et al., 2019).
DOI: 10.57760/sciencedb.19836
title: 16s-RNA Sequence
title: 16s-RNA Sequence

description: the raw microbiota sequencing data
description: the raw microbiota sequencing data
DOI: 10.57760/sciencedb.19835
title: Preprocessing and datasets containing different levels of missing rates (event logs)
title: Preprocessing and datasets containing different levels of missing rates (event logs)

description: We provided preprocessed datasets containing missing values, targeting six public event logs and four missing percentage levels (15%, 20%, 25%, and 30%). The CNN method only repairs the single attribute value of event activity names, so we simulated missing values only for the activity names. The MIEC and DFI methods employed the same missing value simulation approach.Please note that we did not apply the masking mechanism to simulate missing values for timestamps, as they represent crucial temporal information in event logs. 
description: We provided preprocessed datasets containing missing values, targeting six public event logs and four missing percentage levels (15%, 20%, 25%, and 30%). The CNN method only repairs the single attribute value of event activity names, so we simulated missing values only for the activity names. The MIEC and DFI methods employed the same missing value simulation approach.Please note that we did not apply the masking mechanism to simulate missing values for timestamps, as they represent crucial temporal information in event logs.
DOI: 10.57760/sciencedb.19840
title: Long-term stable timing fluctuation correction for a picosecond laser with attosecond-level accuracy
title: Long-term stable timing fluctuation correction for a picosecond laser with attosecond-level accuracy

description: Rapid advancements in high-energy ultrafast lasers and free electron lasers have made it possible to obtain extreme physical conditions in the laboratory, which lays the foundation for investigating the interaction between light and matter and probing ultrafast dynamic processes. High temporal resolution is a prerequisite for realizing the value of these large-scale facilities. Here, we propose a new method that has the potential to enable the various subsystems of large scientific facilities to work together well, and the measurement accuracy and synchronization precision of timing jitter are greatlyimproved by combining a balanced optical cross-correlator (BOC) with near-field interferometry technology. Initially, we compressed a 0.8 ps laser pulse to 95 fs, which not only improved the measurement accuracy by 3.6 times but also increased the BOC synchronization precision from 8.3 fs root-mean-square (RMS) to 1.12 fs RMS. Subsequently, we successfully compensated the phase drift between the laser pulses to 189 as RMS by using the BOC for pre-correction and near-field interferometry technology for fine compensation. This method realizes the measurement and correction of the timing jitter of ps-level lasers with as-level accuracy, and has the potential to promote ultrafast dynamics detection and pump–probe experiments.
description: Rapid advancements in high-energy ultrafast lasers and free electron lasers have made it possible to obtain extreme physical conditions in the laboratory, which lays the foundation for investigating the interaction between light and matter and probing ultrafast dynamic processes. High temporal resolution is a prerequisite for realizing the value of these large-scale facilities. Here, we propose a new method that has the potential to enable the various subsystems of large scientific facilities to work together well, and the measurement accuracy and synchronization precision of timing jitter are greatlyimproved by combining a balanced optical cross-correlator (BOC) with near-field interferometry technology. Initially, we compressed a 0.8 ps laser pulse to 95 fs, which not only improved the measurement accuracy by 3.6 times but also increased the BOC synchronization precision from 8.3 fs root-mean-square (RMS) to 1.12 fs RMS. Subsequently, we successfully compensated the phase drift between the laser pulses to 189 as RMS by using the BOC for pre-correction and near-field interferometry technology for fine compensation. This method realizes the measurement and correction of the timing jitter of ps-level lasers with as-level accuracy, and has the potential to promote ultrafast dynamics detection and pump–probe experiments.
DOI: 10.57760/sciencedb.19842
title: Review of Issues and Opportunities for Glass Supply for Photovoltaics Production at MultiTerawatt (TW) Scale
title: Review of Issues and Opportunities for Glass Supply for Photovoltaics Production at MultiTerawatt (TW) Scale

description: Abstract:Current solar photovoltaic (PV) installation rates are inadequate to combat global warming, necessitating approximately 3.4 TW of PV installations annually. This would require about 89 million tonnes (Mt) of glass yearly, yet the actual production output of solar glass is only 24 Mt, highlighting a significant supply shortfall (3.7 times). Moreover, there is also scarce information about the iron content of many sand deposits worldwide. Low-iron sand is required for PV glass production, to make the glass highly transparent and reduce the absorption of solar energy. Additionally, glass manufacturing has significant emissions, with fossil fuels being the primary energy source. Recycling offers a promising partial solution, with some available techniques enabling clean recovery and reuse of end-of-life PV glass (cullet) for new panels. Similarly, methods such as the Hot Knife and Delam processes could recover entire glass cover sheets for potential reuse in new PV modules. Furthermore, there is an opportunity to establish new glass factories with lower emissions through strategies such as hydrogen fuel adoption, electrification, and waste heat recovery.
description: Abstract:Current solar photovoltaic (PV) installation rates are inadequate to combat global warming, necessitating approximately 3.4 TW of PV installations annually. This would require about 89 million tonnes (Mt) of glass yearly, yet the actual production output of solar glass is only 24 Mt, highlighting a significant supply shortfall (3.7 times). Moreover, there is also scarce information about the iron content of many sand deposits worldwide. Low-iron sand is required for PV glass production, to make the glass highly transparent and reduce the absorption of solar energy. Additionally, glass manufacturing has significant emissions, with fossil fuels being the primary energy source. Recycling offers a promising partial solution, with some available techniques enabling clean recovery and reuse of end-of-life PV glass (cullet) for new panels. Similarly, methods such as the Hot Knife and Delam processes could recover entire glass cover sheets for potential reuse in new PV modules. Furthermore, there is an opportunity to establish new glass factories with lower emissions through strategies such as hydrogen fuel adoption, electrification, and waste heat recovery.
DOI: 10.57760/sciencedb.19848
title: Data for SMAD4 gene mutation promotes the proliferation and invasion of colorectal cancer
title: 论文数据-SMAD4 gene mutation promotes the proliferation and invasion of colorectal cancer

description: Second - generation gene sequencing (SGS) technology was used to detect SMAD4 gene mutations in colorectal cancer tissues.
description: Second - generation gene sequencing (SGS) technology was used to detect SMAD4 gene mutations in colorectal cancer tissues.
DOI: 10.57760/sciencedb.19849
title: Characterization of Impedance-transformed Josephson Parametric Amplifier
title: Characterization of Impedance-transformed Josephson Parametric Amplifier

description: Characterization of Impedance-transformed Josephson Parametric Amplifier
description: Characterization of Impedance-transformed Josephson Parametric Amplifier
DOI: 10.57760/sciencedb.19861
title: Yield and free radical data set of direct coal liquefaction products under the action of different hydrogen sources at 460℃
title: 不同氢源作用下460℃煤直接液化产物产率及自由基数据集

description: The Shendong coal was selected as raw material, and four hydrogen-donating solvents, tetrahydro-naphthalene (TH), dihydro-anthracene (DHA), the recycled solvent (RS) used in the Shenhua direct coal liquefaction process, and the mid- distillate (MTD) of the recycled solvent, and a non-hydrogen-donating solvent, anthracene, were selected. The experiment was out in a micro-vibration reactor with a single reaction tube volume of 30 mL. The coal sample, catalyst, co-catalyst S, and solvent placed in the reaction tube, with n(Fe):n(S) = 1:2 and a coal-to-solvent ratio of 2:1. Threes, Fe2O3, Mo-Co/Fe2O3, and Ni-Mo-Co/Fe2O3, were used, with a Fe addition 3% and a metal content of 1% in Ni-Mo-Co and Mo-Co. After a gas tightness test, the reactor was purged andurized three times to remove air from the reactor. Hydrogen (or nitrogen) was then charged to reach a pressure of 8.0 MPa inside the. When the salt bath temperature reached 460℃, the reaction tube was placed in the salt bath to start the reaction. After 60 min of, the heating was stopped and the reaction tube was rapidly cooled to room temperature. The reaction gas was collected first, followed by the reaction products after opening the reactor.
description: The Shendong coal was selected as raw material, and four hydrogen-donating solvents, tetrahydro-naphthalene (TH), dihydro-anthracene (DHA), the recycled solvent (RS) used in the Shenhua direct coal liquefaction process, and the mid- distillate (MTD) of the recycled solvent, and a non-hydrogen-donating solvent, anthracene, were selected. The experiment was out in a micro-vibration reactor with a single reaction tube volume of 30 mL. The coal sample, catalyst, co-catalyst S, and solvent placed in the reaction tube, with n(Fe):n(S) = 1:2 and a coal-to-solvent ratio of 2:1. Threes, Fe2O3, Mo-Co/Fe2O3, and Ni-Mo-Co/Fe2O3, were used, with a Fe addition 3% and a metal content of 1% in Ni-Mo-Co and Mo-Co. After a gas tightness test, the reactor was purged andurized three times to remove air from the reactor. Hydrogen (or nitrogen) was then charged to reach a pressure of 8.0 MPa inside the. When the salt bath temperature reached 460℃, the reaction tube was placed in the salt bath to start the reaction. After 60 min of, the heating was stopped and the reaction tube was rapidly cooled to room temperature. The reaction gas was collected first, followed by the reaction products after opening the reactor.
DOI: 10.57760/sciencedb.19864
title: Stoichiometric Characteristics of Nutrient-Microbial Biomass-Extracellular Enzyme Activity in Different Salt-affected Soils
title: 不同盐渍化土壤养分-微生物生物量-胞外酶活的化学计量特征

description: We collected soil samples from typical saline-alkali areas in China with different degrees of salinization, and analyzed the effects of soil saline-alkali barriers on soil carbon, nitrogen, phosphorus nutrient elements, microbial biomass, extracellular enzyme activity, and their respective stoichiometric ratios. 
description: We collected soil samples from typical saline-alkali areas in China with different degrees of salinization, and analyzed the effects of soil saline-alkali barriers on soil carbon, nitrogen, phosphorus nutrient elements, microbial biomass, extracellular enzyme activity, and their respective stoichiometric ratios.
DOI: 10.57760/sciencedb.19867
title: Life History and Biological Characteristics of the Scale Insect Matsucoccus sinensis
title: Life History and Biological Characteristics of the Scale Insect Matsucoccus sinensis

description: 数据是原始的且未经处理的，原始数据由人工观察并记录在 excel 中。详细信息在 excel 中描述
description: 数据是原始的且未经处理的，原始数据由人工观察并记录在 excel 中。详细信息在 excel 中描述
DOI: 10.15468/dl.3serdn
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aechmea aquilega (Salisb.) Griseb."
 ]
}

 The dataset includes 532 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001198-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10181503
title: The Annotated Mozart Sonatas: Score, Harmony, and Cadence

description: Scores, chord labels and cadence labels for Mozart's 18 piano sonatas, following the Neue Mozart Ausgabe.


This dataset is accompanied by the data report Hentschel, J., Neuwirth, M. and Rohrmeier, M., 2021. The Annotated Mozart Sonatas: Score, Harmony, and Cadence. Transactions of the International Society for Music Information Retrieval, 4(1), pp.67–80. DOI: http://doi.org/10.5334/tismir.63
DOI: 10.5281/zenodo.15292632
title: The Annotated Mozart Sonatas: Score, Harmony, and Cadence

description: Harmony, cadence, and phrase annotations for Mozart's 18 piano sonatas
DOI: 10.5281/zenodo.7424962
title: The Annotated Mozart Sonatas: Score, Harmony, and Cadence

description: Harmony, cadence, and phrase annotations for Mozart's 18 piano sonatas
DOI: 10.5281/zenodo.7424963
title: The Annotated Mozart Sonatas: Score, Harmony, and Cadence

description: Scores, chord labels and cadence labels for Mozart's 18 piano sonatas, following the Neue Mozart Ausgabe. This dataset is accompanied by the data report <code>Hentschel, J., Neuwirth, M. and Rohrmeier, M., 2021. The Annotated Mozart Sonatas: Score, Harmony, and Cadence. Transactions of the International Society for Music Information Retrieval, 4(1), pp.67–80. DOI:</code> http://doi.org/10.5334/tismir.63