cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5439/1969962
title: Calibrated Radar Wind Profiler (RWP) Moments

description: The SGP Central Facility (C1) radar wind profiler (RWP) was calibrated using nearby surface disdrometer observations. Between 2011 and 2019, the SGP C1 RWP operated in two modes. The vertically pointing mode (named the precipitation mode) transmitted a short and long pulse length to have two different range resolutions and the beam-swinging mode (named the wind mode) transmitted one pulse length into three different beam directions. The precipitation-mode observations were available and calibrated from April 2011 through mid-August 2019. The wind-mode observations were available and calibrated between April 2014 and March 2019. The RWP spectra were processed to account for Nyquist velocity aliasing and coherent integration filtering effects before calculating the spectrum moments. During intense precipitation events, the calculated signal-to-noise ratio (SNR) is biased low due to signal power being distributed across the velocity spectrum such that some signal power is erroneously included in the noise level estimate, causing the noise level to be biased high. To correct for the low SNR bias, a new noise level is estimated using observations without precipitation and the SNR is increased accordingly. The adjusted SNR was converted to radar reflectivity factor and then calibrated against a nearby surface disdrometer.The calibration methodology is fully described in: Williams, CR, J Barrio, PE Johnston, P Muradyan, and S Giangrande. 2023. “Calibrating radar wind profiler reflectivity factor using surface disdrometer observations.” Atmospheric Measurement Techniques, https://egusphere.copernicus.org/preprints/2023/egusphere-2022-1405/
DOI: 10.5281/zenodo.7846169
title: Spikemoid: Updated Spike-Based Loss Methods for Classification

description: A Multi-Label Classification Dataset based on the NMNIST (Neuromorphic MNIST) dataset with two digits
DOI: 10.5281/zenodo.7846170
title: Spikemoid: Updated Spike-Based Loss Methods for Classification

description: A Multi-Label Classification Dataset based on the NMNIST (Neuromorphic MNIST) dataset with two digits
DOI: 10.5281/zenodo.7847750
title: Spikemoid: Updated Spike-Based Loss Methods for Classification

description: A Multi-Label Classification Dataset based on the NMNIST (Neuromorphic MNIST) dataset with two digits
DOI: 10.21947/1970311
title: King Plains H05 Lidar / Processed Data

description: Rear-facing Halo XR+ lidar on H05 in the King Plains wind farm
DOI: 10.21947/1970312
title: G02 King Plains Lidar / Processed Data

description: Forward-facing Halo XR lidar on G02 in the King Plains wind farm
DOI: 10.21947/1970313
title: Lidar / Raw Data from King Plains wind farm

description: This dataset contains rear-facing lidar on G02 on the King Plains wind farm, EPFL Halo XR #3.
DOI: 10.21947/1970314
title: G02 King Plains Lidar / Processed Data

description: Rear-facing Halo XR lidar on G02 in the King Plains wind farm
DOI: 10.21947/1970317
title: F04 King Plains Lidar / Processed Data

description: Forward-facing Halo XR lidar on F04 in the King Plains wind farm
DOI: 10.21947/1970334
title: F04 King Plains Lidar / Processed Data

description: Rear-facing Halo XR lidar on F04 in the King Plains wind farm
DOI: 10.21947/1970343
title: E06 King Plains Lidar / Processed Data

description: Forward-facing Halo XR lidar on E06 in the King Plains wind farm
DOI: 10.21947/1970345
title: E06 King Plains Lidar / Processed Data

description: Rear-facing Halo XR+ lidar on E06 in the King Plains wind farm
DOI: 10.21947/1970346
title: G06 King Plains Lidar / Processed Data

description: Forward-facing Halo XR lidar on G06 in the King Plains wind farm
DOI: 10.21947/1970349
title: G06 King Plains Lidar / Processed Data

description: Rear-facing Halo XR lidar on G06 in the King Plains wind farm
DOI: 10.5281/zenodo.7845394
title: Bacillus subtilis metabolomics

description: Bacillus subtilis metabolomics: Analyses were performed using an UHPLC (1290 Infinity LC, Agilent Technologies) coupled to a QTRAP MS (AB 6500+, ABSciex) in Shanghai Applied Protein Technology Co., Ltd. The analytes were separated on HILIC (Waters UPLC BEH Amidecolumn, 2.1 mm × 100 mm, 1.7μm) and C18 columns (Waters UPLC BEH C18-2.1x100 mm, 1.7 μm). For HILIC separation, the column temperature was set at 35 ℃; and the injection volume was 2 μL. Mobile phase A: 90%H2O + 2 mM ammonium formate + 10% acetonitrile , mobile phase B: 0.4% formic acid in acetonitrile. A gradient (85% B at 0-1 min, 80% B at 3-4 min, 70% B at 6 min, 50% B at 10-15.5 min, 85% B at 15.6 -23 min ) was then initiated at a flow rate of 300μL/min. For RPLC separation, the column temperature was set at 40℃, and the injection volume was 2 μL. Mobile phase A: 5 mMammonium acetate in water, mobile phase B: 99.5% acetonitrile.A gradient (5% B at 0 min, 60% B at 5 min, 100% B at 11-13min, 5% B at 13.1-16 min ) was then initiated at a flow rate of 400 μL/min. The sample was placed at 4 ℃ during the wholeanalysis process. 6500+ QTRAP (AB SCIEX) was performed in positive and negative switch mode. The ESI positive source conditions were asfollows: Source temperature: 580℃; Ion Source Gas1 (GS1): 45; Ion Source Gas2 (GS2): 60; Curtain Gas (CUR): 35; IonSprayVoltage(IS): +4500 V; The ESI negative source conditions were as follows: Source temperature: 580℃; Ion Source Gas1(GS1): 45; Ion Source Gas2 (GS2): 60; Curtain gas (CUR): 35; IonSpray Voltage(IS): -4500 V. MRM method was used for massspectrometry quantitative data acquisition. The MRM ion pairs are showed in the attached file. A polled quality control (QC)samples were set in the sample queue to evaluate the stability and repeatability of the system.
DOI: 10.5281/zenodo.7845393
title: Bacillus subtilis metabolomics

description: Bacillus subtilis metabolomics: Analyses were performed using an UHPLC (1290 Infinity LC, Agilent Technologies) coupled to a QTRAP MS (AB 6500+, ABSciex) in Shanghai Applied Protein Technology Co., Ltd. The analytes were separated on HILIC (Waters UPLC BEH Amidecolumn, 2.1 mm × 100 mm, 1.7μm) and C18 columns (Waters UPLC BEH C18-2.1x100 mm, 1.7 μm). For HILIC separation, the column temperature was set at 35 ℃; and the injection volume was 2 μL. Mobile phase A: 90%H2O + 2 mM ammonium formate + 10% acetonitrile , mobile phase B: 0.4% formic acid in acetonitrile. A gradient (85% B at 0-1 min, 80% B at 3-4 min, 70% B at 6 min, 50% B at 10-15.5 min, 85% B at 15.6 -23 min ) was then initiated at a flow rate of 300μL/min. For RPLC separation, the column temperature was set at 40℃, and the injection volume was 2 μL. Mobile phase A: 5 mMammonium acetate in water, mobile phase B: 99.5% acetonitrile.A gradient (5% B at 0 min, 60% B at 5 min, 100% B at 11-13min, 5% B at 13.1-16 min ) was then initiated at a flow rate of 400 μL/min. The sample was placed at 4 ℃ during the wholeanalysis process. 6500+ QTRAP (AB SCIEX) was performed in positive and negative switch mode. The ESI positive source conditions were asfollows: Source temperature: 580℃; Ion Source Gas1 (GS1): 45; Ion Source Gas2 (GS2): 60; Curtain Gas (CUR): 35; IonSprayVoltage(IS): +4500 V; The ESI negative source conditions were as follows: Source temperature: 580℃; Ion Source Gas1(GS1): 45; Ion Source Gas2 (GS2): 60; Curtain gas (CUR): 35; IonSpray Voltage(IS): -4500 V. MRM method was used for massspectrometry quantitative data acquisition. The MRM ion pairs are showed in the attached file. A polled quality control (QC)samples were set in the sample queue to evaluate the stability and repeatability of the system.
DOI: 10.5683/sp3/7cbtea
title: RPAS 3D model of Kunfunadhoo Island (Soneva Fushi), Baa Atoll, Republic of the Maldives

description: The dataset includes a LiDAR point cloud (.las) and an indexed 3D scene (.i3s) of Kunfunadhoo Island (Soneva Fushi), Baa Atoll, Republic of the Maldives. The data were acquired March 19, 2023, with a DJI Matrice 300 RTK and the L1 LiDAR. See the ReadMe files for additional details.
DOI: 10.34740/kaggle/dsv/5463106
title: Survey and Aplication of SUS and UEQ study
DOI: 10.6084/m9.figshare.20304606
title: Diploid and tetraploid genomes of Acorus and the evolution of monocots

description: Monocots are a major taxon within flowering plants, have unique morphological traits, show extraordinary diversity in lifestyle, and have successfully colonized almost every habitat on Earth. To improve our understanding of their origin and evolution, we generated chromosome-level reference genomes of the diploid Acorus gramineus and the tetraploid A. calamus, the only two species from the family Acoraceae.<br>
DOI: 10.6084/m9.figshare.20304606.v1
title: Diploid and tetraploid genomes of Acorus and the evolution of monocots

description: Monocots are a major taxon within flowering plants, have unique morphological traits, show extraordinary diversity in lifestyle, and have successfully colonized almost every habitat on Earth. To improve our understanding of their origin and evolution, we generated chromosome-level reference genomes of the diploid Acorus gramineus and the tetraploid A. calamus, the only two species from the family Acoraceae.<br>
DOI: 10.5281/zenodo.7847788
title: Leaf wax data from the Yanjiang peat deposit in Southwest China

description: The peat sequence was retrieved from the Yanjiang peatland in May 2019. The topmost 8 cm is mainly composed of abundant plant debris. The layer of 8-50 cm consists of brown-black peat. The underlined layer of 50-74 cm is dark brown peat. It transitions to brown-black peat from 74 to 120 cm.
DOI: 10.5281/zenodo.7847787
title: Leaf wax data from the Yanjiang peat deposit in Southwest China

description: The peat sequence was retrieved from the Yanjiang peatland in May 2019. The topmost 8 cm is mainly composed of abundant plant debris. The layer of 8-50 cm consists of brown-black peat. The underlined layer of 50-74 cm is dark brown peat. It transitions to brown-black peat from 74 to 120 cm.
DOI: 10.6084/m9.figshare.22558333
title: data from [Shrub expansion in a semi-arid grassland]

description: This dataset includes plant community composition of a paired mown and fenced grasslands on the Loess Plateau. Additionally, shrub encroachment characteristics such as shrub density, height and basal diameter were also presented.
DOI: 10.6084/m9.figshare.22558333.v1
title: data from [Shrub expansion in a semi-arid grassland]

description: This dataset includes plant community composition of a paired mown and fenced grasslands on the Loess Plateau. Additionally, shrub encroachment characteristics such as shrub density, height and basal diameter were also presented.
DOI: 10.6084/m9.figshare.22662232
title: Improvement of open-circuit voltage due to reverse electron transfer in inverted perovskite solar cells

description: The data of the paper "Improvement of open-circuit voltage due to reverse electron transfer in inverted perovskite solar cells".
DOI: 10.6084/m9.figshare.22662232.v1
title: Improvement of open-circuit voltage due to reverse electron transfer in inverted perovskite solar cells

description: The data of the paper "Improvement of open-circuit voltage due to reverse electron transfer in inverted perovskite solar cells".
DOI: 10.25952/m6v2-y983
title: Investigating effective practice in teaching instrumental music via videoconferencing to students aged 8 to 12 - dataset

description: <p>Using a social constructivist theoretical framework, this study investigated the teaching and learning of instrumental music lessons through videoconferencing to children aged 8 to 12.</p><p>Student participants were selected from a Canberra private school and divided into the 8-10 and 11-12 age groups. Both age groups were given level-appropriate musical scales and repertoires to practice in four 30-minute lessons over a course of four weeks. Student learning behaviours and learning outcomes were documented and used to develop effective teaching strategies for teaching instrumental music via videoconferencing.</p><p>Ultimately, both age groups displayed comparable levels of achievement and positive learning behaviours, suggesting that there were no major differences between the 8-10 and 11-12 age groups.</p>
description: <p>Using a social constructivist theoretical framework, this study investigated the teaching and learning of instrumental music lessons through videoconferencing to children aged 8 to 12.</p><p>Student participants were selected from a Canberra private school and divided into the 8-10 and 11-12 age groups. Both age groups were given level-appropriate musical scales and repertoires to practice in four 30-minute lessons over a course of four weeks. Student learning behaviours and learning outcomes were documented and used to develop effective teaching strategies for teaching instrumental music via videoconferencing.</p><p>Ultimately, both age groups displayed comparable levels of achievement and positive learning behaviours, suggesting that there were no major differences between the 8-10 and 11-12 age groups.</p>
DOI: 10.6084/m9.figshare.22662238
title: Data for Effects of nanoplastics on ecosystem function.xlsx

description: Although the presence of nanoplastics in aquatic and terrestrial ecosystems has received increasing attention, little is known about its potential effect on ecosystem processes and functions. Here, we evaluated if differentially surface charged polystyrene (PS) nanoplastics (PS-NH2 and PS-SO3H) exhibit distinct influences on microbial community structure, nitrogen removal processes (denitrification and anammox), emissions of greenhouse gases (CO2, CH4, and N2O) and ecosystem multifunctionality in soils with and without earthworms through a 42-days microcosm experiment. Our results indicated that nanoplastics significantly altered soil microbial community structure and potential functions, with more pronounced effects for positively charged than for negatively charged nanoplastics. Ecologically relevant concentration of nanoplastics (3 g kg−1) inhibited both soil denitrification and anammox rates, while environmentally realistic concentration of nanoplastics (0.3 g kg−1) decreased the denitrification rate and enhanced the anammox rate. The soil N2O flux was always inhibited 6‒51% by both types of nanoplastics, whereas emissions of CO2 and CH4 were enhanced by nanoplastics in most cases. Significantly, although N2O emissions were decreased by nanoplastics, the global warming potential of total greenhouse gases was increased 21‒75% by nanoplastics in soils without earthworms. Moreover, ecosystem multifunctionality was increased 4‒12% by 0.3 g kg−1 of nanoplastics but decreased 4‒11% by 3 g kg−1 of nanoplastics. Our findings provide the only evidence to date that the rapid increase of nanoplastics is altering not only ecosystem structure and processes but also ecosystem multifunctionality, and it may increase the emission of CO2 and CH4 and their global warming potential to some extent.
DOI: 10.5517/ccdc.csd.cc2b9qq3
title: CCDC 2154305: Experimental Crystal Structure Determination

description: Related Article: Caijin Lei, Jie Tang, Qinghua Zhang, Hongwei Yang, Guangbin Cheng|2023|Org.Lett.|25|2461|doi:10.1021/acs.orglett.3c00630
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2b9qr4
title: CCDC 2154306: Experimental Crystal Structure Determination

description: Related Article: Caijin Lei, Jie Tang, Qinghua Zhang, Hongwei Yang, Guangbin Cheng|2023|Org.Lett.|25|2461|doi:10.1021/acs.orglett.3c00630
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.22661206
title: Raw datasets for the manuscript titled, "Ocean acidification alters foraging behaviour in Dungeness crab through impairment of the olfactory pathway", published in the journal Global Change Biology.

description: Dataset containing original data of Dungeness crab <strong>antennule flicking rates and locomotory activity</strong> in response to chemical cues following simulated ocean acidification exposures (Figure 1, Figure 2, Figure S3). Dataset containing original data of Dungeness crab <strong>antennular nerve responses</strong>, measured using electrophysiology, in response to chemical cues following simulated ocean acidification exposures (Figure 3). Dataset containing original data of Dungeness crab olfactory sensory neuron (OSN) morphology and ionotropic receptor (IR25a) expression in OSNs, measured using immunohistochemistry and immunofluorescence, following simulated ocean acidification exposures (Figure 4e & 4d, Figure S6). Dataset containing original data of mRNA expression of ATPase enzymes (Na<sup>+</sup>/K<sup>+</sup> ATPase, V-type H<sup>+</sup>-ATPase) and an ammonia transporter (Rh protein RhMm) in the antennules of Dungeness crab following simulated ocean acidification exposures (Figure 5c). Dataset containing water chemistry parameters across four separate exposures of tanks housing Dungeness crabs with either control seawater or simulated ocean acidification (high CO<sub>2</sub>) conditions.
DOI: 10.6084/m9.figshare.22362142
title: mangrove MAGs

description: Metagenomic assembled genomes from mangrove ecological environment.
DOI: 10.6084/m9.figshare.22662259
title: Data for "Nanoplastics alter ecosystem multifunctionality and may increase global warming potential "

description: Although the presence of nanoplastics in aquatic and terrestrial ecosystems has received increasing attention, little is known about its potential effect on ecosystem processes and functions. Here, we evaluated if differentially surface charged polystyrene (PS) nanoplastics (PS-NH2 and PS-SO3H) exhibit distinct influences on microbial community structure, nitrogen removal processes (denitrification and anammox), emissions of greenhouse gases (CO2, CH4, and N2O) and ecosystem multifunctionality in soils with and without earthworms through a 42-days microcosm experiment. Our results indicated that nanoplastics significantly altered soil microbial community structure and potential functions, with more pronounced effects for positively charged than for negatively charged nanoplastics. Ecologically relevant concentration of nanoplastics (3 g kg−1) inhibited both soil denitrification and anammox rates, while environmentally realistic concentration of nanoplastics (0.3 g kg−1) decreased the denitrification rate and enhanced the anammox rate. The soil N2O flux was always inhibited 6‒51% by both types of nanoplastics, whereas emissions of CO2 and CH4 were enhanced by nanoplastics in most cases. Significantly, although N2O emissions were decreased by nanoplastics, the global warming potential of total greenhouse gases was increased 21‒75% by nanoplastics in soils without earthworms. Moreover, ecosystem multifunctionality was increased 4‒12% by 0.3 g kg−1 of nanoplastics but decreased 4‒11% by 3 g kg−1 of nanoplastics. Our findings provide the only evidence to date that the rapid increase of nanoplastics is altering not only ecosystem structure and processes but also ecosystem multifunctionality, and it may increase the emission of CO2 and CH4 and their global warming potential to some extent.
DOI: 10.6084/m9.figshare.22662259.v1
title: Data for "Nanoplastics alter ecosystem multifunctionality and may increase global warming potential "

description: Although the presence of nanoplastics in aquatic and terrestrial ecosystems has received increasing attention, little is known about its potential effect on ecosystem processes and functions. Here, we evaluated if differentially surface charged polystyrene (PS) nanoplastics (PS-NH2 and PS-SO3H) exhibit distinct influences on microbial community structure, nitrogen removal processes (denitrification and anammox), emissions of greenhouse gases (CO2, CH4, and N2O) and ecosystem multifunctionality in soils with and without earthworms through a 42-days microcosm experiment. Our results indicated that nanoplastics significantly altered soil microbial community structure and potential functions, with more pronounced effects for positively charged than for negatively charged nanoplastics. Ecologically relevant concentration of nanoplastics (3 g kg−1) inhibited both soil denitrification and anammox rates, while environmentally realistic concentration of nanoplastics (0.3 g kg−1) decreased the denitrification rate and enhanced the anammox rate. The soil N2O flux was always inhibited 6‒51% by both types of nanoplastics, whereas emissions of CO2 and CH4 were enhanced by nanoplastics in most cases. Significantly, although N2O emissions were decreased by nanoplastics, the global warming potential of total greenhouse gases was increased 21‒75% by nanoplastics in soils without earthworms. Moreover, ecosystem multifunctionality was increased 4‒12% by 0.3 g kg−1 of nanoplastics but decreased 4‒11% by 3 g kg−1 of nanoplastics. Our findings provide the only evidence to date that the rapid increase of nanoplastics is altering not only ecosystem structure and processes but also ecosystem multifunctionality, and it may increase the emission of CO2 and CH4 and their global warming potential to some extent.
DOI: 10.6084/m9.figshare.22662298
title: Zhonghe_Precipitation_Discharge.xlsx

description: The precipitation in Sichuan sanjiang country
DOI: 10.6084/m9.figshare.22662298.v1
title: Zhonghe_Precipitation_Discharge.xlsx

description: The precipitation in Sichuan sanjiang country
DOI: 10.6084/m9.figshare.22662268
title: Table-2

description: The concentration of fungus in all fungal treatments is 2×10<sup>8</sup> spores/ml. The mortality caused by the same fungus isolate was compared by one-way analysis of variance (ANOVA) followed by post hoc Tukey tests with insect species as the factor, the data were checked for normality by Shapiro-Wilk tests before analysis. The data represent the mean of five replicates with standard error. Data with different letters indicate significant differences among different insect species with the same fungal treatment.
DOI: 10.6084/m9.figshare.22662268.v1
title: Table-2

description: The concentration of fungus in all fungal treatments is 2×10<sup>8</sup> spores/ml. The mortality caused by the same fungus isolate was compared by one-way analysis of variance (ANOVA) followed by post hoc Tukey tests with insect species as the factor, the data were checked for normality by Shapiro-Wilk tests before analysis. The data represent the mean of five replicates with standard error. Data with different letters indicate significant differences among different insect species with the same fungal treatment.
DOI: 10.6084/m9.figshare.22662348
title: Additional file 6 of Reintroducing genetic diversity in populations from cryopreserved material: the case of Abondance, a French local dairy cattle breed

description: Additional file 6: Table S1. Average values for the three indices (ISU, INEL, REPRO) at two generations after the second use of Naif.
DOI: 10.6084/m9.figshare.22662348.v1
title: Additional file 6 of Reintroducing genetic diversity in populations from cryopreserved material: the case of Abondance, a French local dairy cattle breed

description: Additional file 6: Table S1. Average values for the three indices (ISU, INEL, REPRO) at two generations after the second use of Naif.
DOI: 10.6084/m9.figshare.22662351
title: Additional file 7 of Reintroducing genetic diversity in populations from cryopreserved material: the case of Abondance, a French local dairy cattle breed

description: Additional file 7: Table S2. Average values for the two indices (INEL and MILK) for female cohorts.