cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13139/olcf/2283409
title: Prediction of microstructure formation in laser powder bed fusion process.

description: The datasets are results analyzing the predicted microstructures in a single track during the laser powder bed fusion additive manufacturing process. They are the outputs by running the opensource code, muMatScale (The code can be cited at: Yuan, Lang, Fattebert, Jean-Luc, & Sabau, Adrian. (2023, August 03). muMatScale. [Computer software]. https://github.com/lang-yuan/muMatScale. https://doi.org/10.11578/dc.20240112.2.) For each set of data, it contains the time-dependent information of Temperature, Fraction Solid, Grain ID, Grain Angle ( crystallographic orientations by Euler angles), and solute Composition. The dataset can be visualized by Paraview (https://www.paraview.org/ ). The 6 datasets are: 1. Baseline_base1_n4e14_dt20: baseline case with bulk nucleation density of 4E+14/m^3, undercooling of 20K, substrate nucleation density of 1.5E+15/m^3 2. Nuc_n4e15_dt20: case with bulk nucleation density of 4E+15/m^3, undercooling of 20K, substrate nucleation density of 1.5E+15/m^3 3. Nuc_n4e15_dt50: case with bulk nucleation density of 4E+15/m^3, undercooling of 50K, substrate nucleation density of 1.5E+15/m^3 4. Nuc_n6e15_dt20: case with bulk nucleation density of 4E+16/m^3, undercooling of 20K, substrate nucleation density of 1.5E+15/m^3 5. Base4_n4e14_dt20: case with bulk nucleation density of 4E+14/m^3, undercooling of 20K, substrate nucleation density of 6.0E+15/m^3 6. Base16_n4e14_dt20: case with bulk nucleation density of 4E+14/m^3, undercooling of 20K, substrate nucleation density of 2.4E+16/m^3
DOI: 10.25550/4y-ghem
title: (TBD) Salivary gland....(close to manuscript title)....

description: In this dataset we studied.....etc ect...
DOI: 10.25582/data.2023-02.2749123/2310692
title: Data for EMSL Project 50596 from February 2023
DOI: 10.5281/zenodo.10699513
title: Motivações para Aplicação da Refatoração Extract Method: Um Estudo Baseado em Mensagens de Commit

description: Conjuntos de dados utilizados na pesquisa
DOI: 10.5281/zenodo.10699514
title: Motivações para Aplicação da Refatoração Extract Method: Um Estudo Baseado em Mensagens de Commit

description: Conjuntos de dados utilizados na pesquisa
DOI: 10.5281/zenodo.10699508
title: VigIA: data and artifacts

description: These data and artifacts support the VigIA tool and paper currently under review.
description: The article is written in English, but the data and the material is in spanish. The content is temporaly anonymous for review purposes.
DOI: 10.5281/zenodo.7953379
title: VigIA: data and artifacts

description: These data and artifacts support the VigIA tool and paper currently under review.
description: The article is written in English, but the data and the material is in spanish. The content is temporaly anonymous for review purposes.
DOI: 10.5281/zenodo.7953380
title: VigIA: data and artifacts

description: These data and artifacts support the VigIA tool and paper currently under review.
description: The article is written in English, but the data and the material is in spanish. The content is temporaly anonymous for review purposes.
DOI: 10.3886/e198601
title: Childcare Responsibilities and Parental Labor Market Outcomes during the COVID-19 Pandemic

description: A substantial fraction of k-12 schools and childcare facilities in the United States closed their in-person operations during the COVID-19 pandemic. These closures may have altered the labor supply decisions of parents of affected children due to a need to be at home and take care of their children during the school day. In this paper, we examine the impact of school and childcare facilities closures on parental labor market outcomes. We test whether COVID-19 facilities closures have a disproportionate impact on parents of children under 18 years old. Our results show that both women’s and men’s work lives were affected by school closures, with both groups seeing a reduction in the likelihood of working, work hours and the likelihood of working full-time. We also find that closures had a corresponding negative effect on the earnings of fathers of children under 18 years old, but not on mothers. These effects are concentrated among parents without a college degree, parents working in occupations that do not lend themselves to telework, and parents without other family members living at home, suggesting that such individuals had a more difficult time adjusting their work lives to school and childcare facilities closures.
DOI: 10.3886/e198601v1
title: Childcare Responsibilities and Parental Labor Market Outcomes during the COVID-19 Pandemic

description: A substantial fraction of k-12 schools and childcare facilities in the United States closed their in-person operations during the COVID-19 pandemic. These closures may have altered the labor supply decisions of parents of affected children due to a need to be at home and take care of their children during the school day. In this paper, we examine the impact of school and childcare facilities closures on parental labor market outcomes. We test whether COVID-19 facilities closures have a disproportionate impact on parents of children under 18 years old. Our results show that both women’s and men’s work lives were affected by school closures, with both groups seeing a reduction in the likelihood of working, work hours and the likelihood of working full-time. We also find that closures had a corresponding negative effect on the earnings of fathers of children under 18 years old, but not on mothers. These effects are concentrated among parents without a college degree, parents working in occupations that do not lend themselves to telework, and parents without other family members living at home, suggesting that such individuals had a more difficult time adjusting their work lives to school and childcare facilities closures.
DOI: 10.5517/ccdc.csd.cc2gk0hk
title: CCDC 2280468: Experimental Crystal Structure Determination

description: Related Article: Alejandra Gómez-España, Pilar García-Orduña, Fernando J. Lahoz, Israel Fernández, Francisco J. Fernández-Álvarez|2024|Organometallics|43|402|doi:10.1021/acs.organomet.3c00498
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: 10.6084/m9.figshare.25282705
title: Data-Yuexi.xlsx

description: Based on an examination of field data from three cruises (spring, summer, and winter), we present the absorption coefficients and fluorescence intensities of CDOM and FDOM, as well as other qualitative parameters (i.e., spectral slope and fluorescence indices) in the northwestern SCS. Our aim was to clarify the seasonal effect of coastal current and upwelling on the dynamics of DOM. We also semi-quantitatively examined the relative importance of physical mixing and biological metabolism in modulating DOM in such a complex system.
DOI: 10.6084/m9.figshare.25282705.v1
title: Data-Yuexi.xlsx

description: Based on an examination of field data from three cruises (spring, summer, and winter), we present the absorption coefficients and fluorescence intensities of CDOM and FDOM, as well as other qualitative parameters (i.e., spectral slope and fluorescence indices) in the northwestern SCS. Our aim was to clarify the seasonal effect of coastal current and upwelling on the dynamics of DOM. We also semi-quantitatively examined the relative importance of physical mixing and biological metabolism in modulating DOM in such a complex system.
DOI: 10.7910/dvn/rhzpfm
title: Teaching Materials for Generative AI Workshops

description: These documents serve as educational resources for workshops focused on generative AI in the context of Chinese or East Asian Studies
DOI: 10.34740/kaggle/ds/3919955
title: EMAHA-DB2
DOI: 10.6084/m9.figshare.25282864
title: Additional file 2 of Identification and characterisation of Gamma-herpesviruses in zoo artiodactyla

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.25282864.v1
title: Additional file 2 of Identification and characterisation of Gamma-herpesviruses in zoo artiodactyla

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.25282735
title: Source_data.xlsx

description: Aquaculture systems are expected to act as potential hotspots for nitrous oxide (N<sub>2</sub>O) emissions, largely attributed to substantial nutrient loading from aquafeed applications. However, the specific dynamics and contributions of N<sub>2</sub>O fluxes from these systems to the global emissions inventory are not well characterized due to limited data. This study delves into the N<sub>2</sub>O flux patterns across 127 freshwater systems to elucidate the role of aquaculture ponds and lakes/reservoirs in the N<sub>2</sub>O emission landscape. Our findings reveal that the average N<sub>2</sub>O flux from aquaculture ponds, at 28.73 μg N<sub>2</sub>O m<sup>‒2</sup> h<sup>‒1</sup>, is markedly elevated compared to that from lakes/reservoirs, which average 15.65 μg N<sub>2</sub>O m<sup>‒2</sup> h<sup>‒1</sup>. This translates to an increase of 3.63 and 3.05 times, respectively, over their non-aquaculture counterparts. Smaller aquaculture ponds, in particular, stand out as significant N<sub>2</sub>O emission hotspots, disproportionately emitting higher N<sub>2</sub>O fluxes relative to their area, a result of both elevated nutrient concentrations and more vigorous biogeochemical cycles. By integrating data from 40 published literature with our field measurements, we estimated China's freshwater aquaculture contributes 9,562 ± 3,061 Mg N<sub>2</sub>O per year (an increase of 35% from 2003 to 2022), equivalent to 25.2% of total N<sub>2</sub>O emissions from China’s inland water. After subtracting background emissions from natural water bodies, the net N<sub>2</sub>O emissions arising from aquaculture in China freshwater reach as high as 7,589 ± 2,409 Mg N<sub>2</sub>O per year, highlighting the significant impact of in situ aquaculture as a hotspot for freshwater N<sub>2</sub>O fluxes. In the context of the rapid global expansion of freshwater aquaculture, our findings underscore the critical need to factor in aquaculture's contribution to global N<sub>2</sub>O emissions from inland water bodies and its implications for achieving a low-carbon future.
DOI: 10.6084/m9.figshare.25282735.v1
title: Source_data.xlsx

description: Aquaculture systems are expected to act as potential hotspots for nitrous oxide (N<sub>2</sub>O) emissions, largely attributed to substantial nutrient loading from aquafeed applications. However, the specific dynamics and contributions of N<sub>2</sub>O fluxes from these systems to the global emissions inventory are not well characterized due to limited data. This study delves into the N<sub>2</sub>O flux patterns across 127 freshwater systems to elucidate the role of aquaculture ponds and lakes/reservoirs in the N<sub>2</sub>O emission landscape. Our findings reveal that the average N<sub>2</sub>O flux from aquaculture ponds, at 28.73 μg N<sub>2</sub>O m<sup>‒2</sup> h<sup>‒1</sup>, is markedly elevated compared to that from lakes/reservoirs, which average 15.65 μg N<sub>2</sub>O m<sup>‒2</sup> h<sup>‒1</sup>. This translates to an increase of 3.63 and 3.05 times, respectively, over their non-aquaculture counterparts. Smaller aquaculture ponds, in particular, stand out as significant N<sub>2</sub>O emission hotspots, disproportionately emitting higher N<sub>2</sub>O fluxes relative to their area, a result of both elevated nutrient concentrations and more vigorous biogeochemical cycles. By integrating data from 40 published literature with our field measurements, we estimated China's freshwater aquaculture contributes 9,562 ± 3,061 Mg N<sub>2</sub>O per year (an increase of 35% from 2003 to 2022), equivalent to 25.2% of total N<sub>2</sub>O emissions from China’s inland water. After subtracting background emissions from natural water bodies, the net N<sub>2</sub>O emissions arising from aquaculture in China freshwater reach as high as 7,589 ± 2,409 Mg N<sub>2</sub>O per year, highlighting the significant impact of in situ aquaculture as a hotspot for freshwater N<sub>2</sub>O fluxes. In the context of the rapid global expansion of freshwater aquaculture, our findings underscore the critical need to factor in aquaculture's contribution to global N<sub>2</sub>O emissions from inland water bodies and its implications for achieving a low-carbon future.
DOI: 10.6084/m9.figshare.25001828
title: Baseline and Endpoint auditory tests (ABR and DPOAE): Sustained depletion of macrophages via PLX3397 provided complete protection against cisplatin-induced hearing loss and OHC dysfunction (Experiment 2). (Manuscript: Figure 5_Supp Fig 5-1_Supp Fig 5-2_Supp Fig 5-3)

description: Prior to the start of PLX3397 chow pre-treatment and at the end of the cisplatin administration protocol, mice underwent two types of auditory tests: auditory brainstem responses (ABRs; measure hearing sensitivity) and distortion product otoacoustic emissions (DPOAEs; indirectly measure outer hair cell function). These data suggest that sustained depletion of macrophages via PLX3397 provided complete protection against cisplatin-induced hearing loss and OHC dysfunction (Experiment 2).For <b>ABR</b> measurements, subcutaneous needle electrodes (Rhythmlink, Columbia, SC, USA) were placed behind left pinna of the test ear (reference), vertex (active), and near the tail of the mouse (ground). Tone-burst stimuli (Cos2, 3 msec, 0.5 msec rise/fall in alternating polarity) were presented at a rate of 29.9/sec<b> </b>at 8, 11.2, 16, 22.4, 32, and 40 kHz starting at 90dB SPL. At each sound level, 1024 waveforms were averaged, amplified (20x), and filtered (HP: 300Hz, LP: 3kHz, NT: 60Hz). At near-threshold sound pressure levels (SPL), the ABR waveforms were recorded twice, and two waveforms were superimposed for comparison. ABR threshold was defined as the lowest stimulus intensity that resulted in a reproducible waveform displaying identifiable peaks.<b>DPOAEs</b> were measured in response to two primary pure tones, f1 and f2, generated by Multi Field 1 speakers. Two primary tones were presented at 6 frequency pairs, where f2 corresponded to ABR test frequencies (f2 = 8, 11.2, 16, 22.4, 32, 40kHz; f2/f1 = 1.25). The sound level was increased in 5dB steps from 30dB to 90dB. At each sound level, 512 responses were averaged. DPOAE at 2f1-f2 was recorded in the mouse inner ear canal using an ER-10B+ microphone (Etymotic, Elk Grove Village, IL, USA) connected to a modified pipette tip to fit the mouse external ear canal. Biological noise floors and amplitudes were calculated for each treatment group and plotted relative to each other.
DOI: 10.6084/m9.figshare.25001828.v1
title: Baseline and Endpoint auditory tests (ABR and DPOAE): Sustained depletion of macrophages via PLX3397 provided complete protection against cisplatin-induced hearing loss and OHC dysfunction (Experiment 2). (Manuscript: Figure 5_Supp Fig 5-1_Supp Fig 5-2_Supp Fig 5-3)

description: Prior to the start of PLX3397 chow pre-treatment and at the end of the cisplatin administration protocol, mice underwent two types of auditory tests: auditory brainstem responses (ABRs; measure hearing sensitivity) and distortion product otoacoustic emissions (DPOAEs; indirectly measure outer hair cell function). These data suggest that sustained depletion of macrophages via PLX3397 provided complete protection against cisplatin-induced hearing loss and OHC dysfunction (Experiment 2).For <b>ABR</b> measurements, subcutaneous needle electrodes (Rhythmlink, Columbia, SC, USA) were placed behind left pinna of the test ear (reference), vertex (active), and near the tail of the mouse (ground). Tone-burst stimuli (Cos2, 3 msec, 0.5 msec rise/fall in alternating polarity) were presented at a rate of 29.9/sec<b> </b>at 8, 11.2, 16, 22.4, 32, and 40 kHz starting at 90dB SPL. At each sound level, 1024 waveforms were averaged, amplified (20x), and filtered (HP: 300Hz, LP: 3kHz, NT: 60Hz). At near-threshold sound pressure levels (SPL), the ABR waveforms were recorded twice, and two waveforms were superimposed for comparison. ABR threshold was defined as the lowest stimulus intensity that resulted in a reproducible waveform displaying identifiable peaks.<b>DPOAEs</b> were measured in response to two primary pure tones, f1 and f2, generated by Multi Field 1 speakers. Two primary tones were presented at 6 frequency pairs, where f2 corresponded to ABR test frequencies (f2 = 8, 11.2, 16, 22.4, 32, 40kHz; f2/f1 = 1.25). The sound level was increased in 5dB steps from 30dB to 90dB. At each sound level, 512 responses were averaged. DPOAE at 2f1-f2 was recorded in the mouse inner ear canal using an ER-10B+ microphone (Etymotic, Elk Grove Village, IL, USA) connected to a modified pipette tip to fit the mouse external ear canal. Biological noise floors and amplitudes were calculated for each treatment group and plotted relative to each other.
DOI: 10.7910/dvn/ltzilp
title: HUMAN SOUND BASE DISEASE DETECTING SYSTEM USING RESNET 18

description: Recent developments in ML and AI have opened up new possibilities for the identification and diagnosis of diseases. Here, we provide a new approach to human illness detection using deep convolutional neural networks (CNNs) based on the ResNet-18 architecture. By analyzing the patterns of sounds made by people when they speak or cough, the system hopes to reliably diagnose a range of illnesses. The suggested technique makes use of deep learning to efficiently classify diseases by automatically extracting important characteristics from audio inputs. Spectrograms and other representations of human sound data may be processed using ResNet-18, a network famous for its success in image recognition tasks. This network is able to capture subtle patterns that indicate various disorders. Gathering data, cleaning it up, extracting features, training the model, and finally classifying diseases are all crucial parts of the system. For both training and validation, we use large datasets that comprise audio recordings from people with various medical problems. Using transfer learning methods, the ResNet-18 model is trained to take advantage of pre-learned weights, which speeds up convergence and improves performance. In order to determine how well the system works, we do lengthy trials with various datasets that include a broad variety of ailments, such as respiratory issues, heart problems, and neurological impairments. When it comes to detecting different illnesses, the algorithm shows promise with high recall rates and accuracy. In addition, the suggested system has a number of benefits, such as being non- invasive, affordable, and scalable. The system may be simply implemented in many healthcare settings by using common sound recording devices like cell phones or specialized sensors. This allows for the early diagnosis and intervention of diseases.
DOI: 10.6084/m9.figshare.25001771
title: Baseline and Endpoint auditory tests (ABR and DPOAE): Macrophage ablation followed by partial repopulation protected against cisplatin-induced hearing loss and OHC dysfunction (Experiment 1) (Manuscript: Fig. 2; Fig. S2-1, Fig. S2-2_Supp Fig 5-3)

description: Prior to the start of PLX3397 chow pre-treatment and at the end of the cisplatin administration protocol, mice underwent two types of auditory tests: auditory brainstem responses (ABRs; measure hearing sensitivity) and distortion product otoacoustic emissions (DPOAEs; indirectly measure outer hair cell function). These data suggest that partial macrophage ablation protected against cisplatin-induced hearing loss and OHC dysfunction (Experiment 1).For <b>ABR</b> measurements, subcutaneous needle electrodes (Rhythmlink, Columbia, SC, USA) were placed behind left pinna of the test ear (reference), vertex (active), and near the tail of the mouse (ground). Tone-burst stimuli (Cos2, 3 msec, 0.5 msec rise/fall in alternating polarity) were presented at a rate of 29.9/sec<b> </b>at 8, 11.2, 16, 22.4, 32, and 40 kHz starting at 90dB SPL. At each sound level, 1024 waveforms were averaged, amplified (20x), and filtered (HP: 300Hz, LP: 3kHz, NT: 60Hz). At near-threshold sound pressure levels (SPL), the ABR waveforms were recorded twice, and two waveforms were superimposed for comparison. ABR threshold was defined as the lowest stimulus intensity that resulted in a reproducible waveform displaying identifiable peaks.<b>DPOAEs</b> were measured in response to two primary pure tones, f1 and f2, generated by Multi Field 1 speakers. Two primary tones were presented at 6 frequency pairs, where f2 corresponded to ABR test frequencies (f2 = 8, 11.2, 16, 22.4, 32, 40kHz; f2/f1 = 1.25). The sound level was increased in 5dB steps from 30dB to 90dB. At each sound level, 512 responses were averaged. DPOAE at 2f1-f2 was recorded in the mouse inner ear canal using an ER-10B+ microphone (Etymotic, Elk Grove Village, IL, USA) connected to a modified pipette tip to fit the mouse external ear canal. Biological noise floors and amplitudes were calculated for each treatment group and plotted relative to each other.
DOI: 10.6084/m9.figshare.25001771.v1
title: Baseline and Endpoint auditory tests (ABR and DPOAE): Macrophage ablation followed by partial repopulation protected against cisplatin-induced hearing loss and OHC dysfunction (Experiment 1) (Manuscript: Fig. 2; Fig. S2-1, Fig. S2-2_Supp Fig 5-3)

description: Prior to the start of PLX3397 chow pre-treatment and at the end of the cisplatin administration protocol, mice underwent two types of auditory tests: auditory brainstem responses (ABRs; measure hearing sensitivity) and distortion product otoacoustic emissions (DPOAEs; indirectly measure outer hair cell function). These data suggest that partial macrophage ablation protected against cisplatin-induced hearing loss and OHC dysfunction (Experiment 1).For <b>ABR</b> measurements, subcutaneous needle electrodes (Rhythmlink, Columbia, SC, USA) were placed behind left pinna of the test ear (reference), vertex (active), and near the tail of the mouse (ground). Tone-burst stimuli (Cos2, 3 msec, 0.5 msec rise/fall in alternating polarity) were presented at a rate of 29.9/sec<b> </b>at 8, 11.2, 16, 22.4, 32, and 40 kHz starting at 90dB SPL. At each sound level, 1024 waveforms were averaged, amplified (20x), and filtered (HP: 300Hz, LP: 3kHz, NT: 60Hz). At near-threshold sound pressure levels (SPL), the ABR waveforms were recorded twice, and two waveforms were superimposed for comparison. ABR threshold was defined as the lowest stimulus intensity that resulted in a reproducible waveform displaying identifiable peaks.<b>DPOAEs</b> were measured in response to two primary pure tones, f1 and f2, generated by Multi Field 1 speakers. Two primary tones were presented at 6 frequency pairs, where f2 corresponded to ABR test frequencies (f2 = 8, 11.2, 16, 22.4, 32, 40kHz; f2/f1 = 1.25). The sound level was increased in 5dB steps from 30dB to 90dB. At each sound level, 512 responses were averaged. DPOAE at 2f1-f2 was recorded in the mouse inner ear canal using an ER-10B+ microphone (Etymotic, Elk Grove Village, IL, USA) connected to a modified pipette tip to fit the mouse external ear canal. Biological noise floors and amplitudes were calculated for each treatment group and plotted relative to each other.