cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/58sv-6q98
title: Reorganization of US48 Time Zones for Savings in Fuel and Carbon Emission

description: It is observed from the pattern of Electricity Demand in the months of November 2022 and March 2023 that switchover from Summer Time to Winter Time and vice versa causes a shift in demand pattern corresponding to the time shifts. The hourly electricity demands of US48 states have been shown in separate excel files for November 2022 and March 2023. In sheet 2 of  both the excel files, a graphical plot of the average hourly demands in the week before the switchover has been compared with a graphical plot of the average hourly demands in the week after the switchover.Using the above observations, an attempt has been made to determine the best suitable Time Zone configuration of a geographic territory for maximization of the savings in fuel and carbon emission in electricity generation.A geographic territory has a fixed longitude distance from east to west. This distance shall limit the maximum number of possible time zones in the territory. For best results, an odd number of time zones can result in maximum reduction in peak demand in electricity. In a published research paper by the author, it has been shown that for US48 states, 5 time zones are expected to provide best results in reducing the peak electricity demand and flattening the electricity demand curve [1]. The Time Zone Configuration has been presented in a map of US48 states. Also, it has been presented in tabular form using an excel file.The original dataset uploaded here in an excel file is that of hourly electricity demand of US48 states during the month of August 2022 as published by the USEIA (Exhibit-1). By applying the demand shift methodology of the published research paper, a projected demand dataset has been prepared for August 2022 in another excel file (Exhibit-2). The computation of demand differentials achieved on each day of August 2022 has been presented in a separate excel file (Exhibit-3). The computation of savings in maintenance expenses, savings in fuel expenses, savings in tons of carbon emission and its social cost for each day of August 2022 have been estimated in a tabular form and presented in an excel file (Exhibit-4). The total savings for the month of August 2022 has been estimated at USD 50 million and 0.5 million tons of CO2. The savings in USD and CO2 are consistent for each day of August 2022.Two assumptions have been made for computation of the savings.1.      Price of Natural Gas as fuel is the September 2023 price – USD 3.03 per MMBTU.2.      Social Cost of Carbon Emission is as per the 2022 estimate by the US Administration – USD 51 per ton of CO2.
DOI: 10.15128/r19s1616247
title: Band-filling-controlled magnetism from transition metal intercalation in N1/3NbS2 revealed with first-principles calculations [dataset]

description: We present a first-principles study of the effect of 3d transition metal intercalation on the magnetic properties of the 2H-NbS2 system, using spin-resolved density functional theory calculations to investigate the electronic structure of N1/3NbS2 (N = Ti, V, Cr, Mn, Fe, Co, Ni). We are able to accurately determine the magnetic moments and crystal-field splitting, and find that the magnetic properties of the materials are determined by a mechanism based on filling rigid bands with electrons from the intercalant. We predict the dominant magnetic interaction of these materials by considering Fermi-surface nesting, finding agreement with experiment where data are available.
DOI: 10.5281/zenodo.10043852
title: TLS Z+F Imager 5010 point clouds of hybrid poplar trees from short-rotation crops after 5, 6, and 7 growing seasons
title: Point clouds obtained using TLS Z+F Imager 5010 for hybrid poplar trees from short-rotation crops after 5, 6, and 7 growing seasons.

description: The point clouds are obtained from hybrid poplar crops installed in NE Romania, managed in short rotation (SRWCs) between 5, 6, and 7 growing seasons. The crops were planted every spring, outside the growing season, at a depth of 0.6 m in the ground with two clones: AF8 and Pannonia. Rods (2-meter-long cuttings) were used as planting material at a density of 1667 trees per ha (3 x 2 m). The scanning of the sample areas (3 x 10 trees for each variant, about 6 x 10 m) was outside the growing seasons.
The 3D model was obtained using the Z+F Imager 5010 (Zoller and Fröhlich, Wangen, Germany), phase-shift type, providing a distance estimation accuracy of ±1 mm at 25 m and a nominal range of 187 m, and the tree individualization was done in CloudCompare v.2.12 (public license). A total of six station points and eight fixed targets or remarks (200 mm spheres) for co-registration were adopted for scanning. Trees included in the survey (without leaves) were marked with a ring of adhesive tape (black with yellow, 50 mm wide) at 1.4 m height on the tree spindle to adjust the results for calibration. Individually segmented trees can be sent on request, the database has a limit of 100 files. They can be converted into different formats via the CloudCompare application.
File code: clone type _ number of growing seasons _ plot number
description: Project number: PN-III-P1-1.1-PD-2019-0388; contract number: PD3/2020Title: FORCrops - http://www.silvic.usv.ro/forcrops/index_en.phpFunding Authority. Unitatea Executiva pentru Finantare a Invatamantului Superior, a Cercetării, Dezvoltării si Inovării (UEFISCDI: http://uefiscdi.gov.ro/)
Research background. Short-rotation woody crops (SRWCs) provide an important supply of biomass for investors in this area (Guo & Zhang 2010). In the N.E. part of Romania at the present time, over 800 ha of this kind of crop are installed (Dănilă 2019). The SRF enjoys support through environmental policies in relation to climate change and the provisions of the Kyoto Protocol to reduce the concentration of CO2 in the atmosphere (Oberthür & Ott 1999). A precise estimate of biomass production is necessary for the sustainable planning of forest resources and for the exchange of energy in ecosystems.The use of the terrestrial laser scanner (TLS) in estimating the production of above-ground wood biomass (AGWB) in short-rotation forestry (SRF) brings an important technological leap among indirect (non-destructive) methods. TLS technology is justified when destructive methods become difficult to implement and allometric equations do not provide accurate information (Coșofreț et al. 2018).
DOI: 10.24384/924e-ar39
title: Women in Manx Politics: Elections to the Legislative Council, 1919-2023

description: This spreadsheet contains information on every vote in the House of Keys to elect an elected member to the Legislative Council between 1919 and 2023.
DOI: 10.6096/aeroclo.1769
title: AEROCLO-sA PEGASUS submicron particle number size distribution

description: Aerosol size distribution from 10.9 to 461.4nm measured at the surface level at Henties Bay.
DOI: 10.15128/r2sb397833w
title: Thermally Activated Delayed Fluorescence in a Deep Red Dinuclear Iridium(III) Complex: a Hidden Mechanism for Short Luminescence Lifetimes [dataset]

description: The high luminescence efficiency of cyclometallated iridium(III) complexes, including those widely used in OLEDs, is typically attributed solely to the formally spin-forbidden phosphorescence process being facilitated by spin-orbit coupling with the Ir(III) centre. In this work, we provide unequivocal evidence that an additional mechanism can also participate, namely a thermally activated delayed fluorescence (TADF) pathway. TADF is well-established in other materials, including in purely organic compounds, but has never been observed in iridium complexes. Our findings may transform the design of iridium(III) complexes by including an additional, faster fluorescent radiative decay pathway. We discover it here in a new dinuclear complex, 1, of the form [Ir(N^C)2]2(u-L), where N^C represents a conventional N^C-cyclometallating ligand, and L is a bis-N^O-chelating bridging ligand derived from 4,6-bis(2-hydroxyphenyl)-pyrimidine. Complex 1 forms selectively as the rac diastereoisomer upon reaction of [Ir(N^C)2(u-Cl)]2 with H2L under mild conditions, with none of the alternative meso isomer being separated. Its structure is confirmed by X-ray diffraction. Complex 1 displays deep-red luminescence in solution or in polystyrene film at room temperature (λem = 643 nm). Variable-temperature emission spectroscopy uncovers the TADF pathway, involving thermally activated re-population of S1 from T1. At room temperature, TADF reduces the photoluminescence lifetime in film by a factor of around 2, to 1 s. The TADF pathway is associated with a small S1–T1 energy gap ΔEST of approximately 50 meV. Calculations that take into account the splitting of the T1 sublevels through spin-orbit coupling perfectly reproduce the experimentally observed temperature-dependence of the lifetime over the range 20 – 300 K. A solution-processed OLED comprising 1 doped into the emitting layer at 5 wt. % displays red electroluminescence, λEL = 625 nm, with an EQE of 5.5% and maximum luminance of 6300 cd m–2.
DOI: 10.5281/zenodo.10044075
title: Electron concentration profiles calculated using eight-component model of the ionospheric D-region and two different set of input atmospheric data

description: The files contain electron concentration Ne profiles during solar X-ray flares that occurred on 9-11 June 2014. The altitude range is 50-90 km.
Values of electron concentration were calculated using eight-component model of the ionospheric D-region and two different set of input atmospheric data (MSIS neutral atmosphere model and Aura satellite measurements). Results are obtained for ten VLF paths: from European transmitters ICV, TBB, GQD, GBZ, and DHO to Mikhnevo geophysical observatory (55°N 38°E) and A118 SID station (43°N 1°E).
The data is presented as MATLAB files. Each .mat file contains data and variable "description" with data's structure information.
DOI: 10.5281/zenodo.10041900
title: V28_9 Untargeted Metabolomics Synechococcus elongatus WT vs. delta CutA

description: V28_9 Untargeted metabolomics of Synechococcus elongatus sp. PCC 7942 WT or delta CutA in exponential or stationary phase. 5 or 10 uL injections on LC/MS column.
DOI: 10.5281/zenodo.10041899
title: V28_9 Untargeted Metabolomics Synechococcus elongatus WT vs. delta CutA

description: V28_9 Untargeted metabolomics of Synechococcus elongatus sp. PCC 7942 WT or delta CutA in exponential or stationary phase. 5 or 10 uL injections on LC/MS column.
DOI: 10.5281/zenodo.10044157
title: Data for: "Dinitrogen Cleavage by a Dinuclear Uranium(III) Complex"

description: RAW DATA FOR ARTICLE DATE: OCTOBER 2023 TITLE: Dinitrogen Cleavage by a Dinuclear Uranium(III) Complex AUTHORS: Nadir Jori, Megan R. Keener, Thayalan Rajeshkumar, Rosario Scopelliti, Laurent Maron, and Marinella Mazzanti  JOURNAL: Chemical Science 2023
DOI: 10.5281/zenodo.10044158
title: Data for: "Dinitrogen Cleavage by a Dinuclear Uranium(III) Complex"

description: RAW DATA FOR ARTICLE DATE: OCTOBER 2023 TITLE: Dinitrogen Cleavage by a Dinuclear Uranium(III) Complex AUTHORS: Nadir Jori, Megan R. Keener, Thayalan Rajeshkumar, Rosario Scopelliti, Laurent Maron, and Marinella Mazzanti  JOURNAL: Chemical Science 2023
DOI: 10.5281/zenodo.10036104
title: Temperature, water velocity and heat consumption of a heat network in southern Germany

description: This is a heat network dataset from the Institute of Space Propulsion (DLR) in southern Germany. The data was collected every 15 minutes from meters installed at the site of each building (September 2021 - May 2022). The records show the temperature at and after the heat supply, the water velocity and the thermal power.
DOI: 10.5281/zenodo.10036105
title: Temperature, water velocity and heat consumption of a heat network in southern Germany

description: This is a heat network dataset from the Institute of Space Propulsion (DLR) in southern Germany. The data was collected every 15 minutes from meters installed at the site of each building (September 2021 - May 2022). The records show the temperature at and after the heat supply, the water velocity and the thermal power.
DOI: 10.5281/zenodo.10043963
title: AIBeeSystem-DATASET

description: Beehive data (weight, in-hive and ambient temperature, relative humidity, ambient pressure, rain detection) from three Apis mellifera colonies located in a single location in Ljubljana, Slovenia. 
Data are recorded every 10 minutes.
Dataset will be updated regularly.
DOI: 10.5281/zenodo.10043964
title: AIBeeSystem-DATASET

description: Beehive data (weight, in-hive and ambient temperature, relative humidity, ambient pressure, rain detection) from three Apis mellifera colonies located in a single location in Ljubljana, Slovenia. 
Data are recorded every 10 minutes.
Dataset will be updated regularly.
DOI: 10.22008/fk2/napvqx/sigsth
title: Modelling_Snow_Water_Equivalent.pdf

description: :unav
DOI: 10.22008/fk2/napvqx
title: Modelling Snow Water Equivalent, A Research Project with GEUS on Greenland Ice Sheet Data

description: Abstract: Measuring snow water equivalent (SWE) is time-consuming, costly, and at times even simply impossible in remote locations such as on the Greenland ice sheet. This motivates the modelling of SWE from more easily accessible input variables such as snow depth. This study applies both existing modelling and untested machine learning approaches to model SWE using GEUS’ automated weather station data on the Greenland ice sheet. A total of 1,615 observations of SWE and snow depth pairs are selected for specific seasons from 6 ablation sites. The raw data is enhanced and then applied in crossvalidated modelling setups. We find that the out-of-the-box performances of the existing models are comparable to the reported levels in the literature. Additionally, we find that calibration of the existing models improves these accuracies further. The best performing method was found to be the recently introduced Δ-snow model. The machine learning approaches were found to perform just as well as the calibrated existing models. We found support vector regression as the best performing out of the tested machine learning models of support vector regression, XGBoost, and neural network. However, we cannot eliminate the possibility of the other machine learning models performing better when the application is on a larger data set. In general, these findings are encouraging for future modelling of SWE on the Greenland ice sheet. Especially the finding that machine learning models yield comparable performance is encouraging and this suggests it as a viable modelling approach for SWE.
DOI: 10.5281/zenodo.10044011
title: Supporting data for Relative increases in CH4 and CO2 emissions from wetlands under global warming dependent on soil carbon substrates
DOI: 10.5281/zenodo.10044012
title: Supporting data for Relative increases in CH4 and CO2 emissions from wetlands under global warming dependent on soil carbon substrates
DOI: 10.5281/zenodo.10044208
title: Supporting data for Relative increases in CH4 and CO2 emissions from wetlands under global warming dependent on soil carbon substrates
DOI: 10.15129/2bfff57d-4532-495c-b3bd-e2b648839cfd
title: Data for: "Optical Screening and Classification of Drug-binding to Proteins in Human Blood Serum"

description: This dataset contains 2D-IR spectra, in csv format. Each spectrum is a matrix whereby the columns denote the pump (excitation) axis and the rows are the probe (detection) axis. Each sample has two corresponding spectra at two different waiting times (0.25 and 5.0) and is allocated a number in order to identify correct pairs for each sample.
DOI: 10.5281/zenodo.10038910
title: ProtFound-V Pretrained Models and Features
DOI: 10.5281/zenodo.10039065
title: ProtFound-V Pretrained Models and Features
DOI: 10.5281/zenodo.10044219
title: ProtFound-V Pretrained Models and Features
DOI: 10.5281/zenodo.10038909
title: ProtFound-V Pretrained Models and Features
DOI: 10.5281/zenodo.10043360
title: ProtFound-V Pretrained Models and Features
DOI: 10.5281/zenodo.3713279
title: PAN12 Deception Detection: Sexual Predator Identification

description: This archive contains the training corpus for the "Sexual Predator Identification" task of the PAN 2012 Lab, held in conjunction with the CLEF 2012 conference.
DOI: 10.5281/zenodo.3713280
title: PAN12 Deception Detection: Sexual Predator Identification

description: This archive contains the training corpus for the "Sexual Predator Identification" task of the PAN 2012 Lab, held in conjunction with the CLEF 2012 conference.
DOI: 10.25430/researchdata.cab.unipd.it.00001057
title: Genome wide analysis of the Siboney de Cuba cattle breed: genetic characterization and framing with cattle breeds worldwide

description: A total of 48 Siboney de Cuba cattle blood samples (35 females and 13 males, with age between 24 and 30 months) were collected. All animals were genotyped with the GGP Bovine 100k BeadChip (Bos taurus x Bos indicus) containing approximately 100,000 SNPs (Illumina, San Diego, CA, USA).
DOI: 10.6084/m9.figshare.24297142.v1
title: Supplementary Material for: Efficacy of a Self-Directed Video-based Caregiver-Implemented Language Programme

description: Introduction. Caregiver-implemented language programmes are effective for alleviating early language difficulties. This study examined the efficacy of a self-directed video-based caregiver-implement language programme in Chinese families. Method. This study consisted of two stages. In Stage 1, 31 caregiver-child dyads (typically developing children) completed the training programme (Group 1) in the form of six video-based training modules. In Stage 2, 28 caregiver-child dyads (children with language difficulties) receiving active speech therapy were randomly assigned to the training (Group 2) and control arms (Group 3). Group 2 received the same training as Group 1 in addition to their regular therapy while Group 3 was kept as status quo. Caregivers completed a quiz on their knowledge of language facilitation techniques (LFTs) and submitted caregiver-child interaction videos at the start and end of the training. Outcome measures included programme completion rate, quiz scores, and use of LFTs and children’s communication skills in the videos. A pre-post design and a between-group designs were adopted in the Stage 1 and 2 studies respectively. Results. A completion rate of about 60% in both stages was noted. Significantly higher post-training knowledge scores were found in Groups 1 and 2. General but non-significant growth in use of parallel talk and gesture, and significant gains in children’s vocalization in the training arm were observed. Conclusion. The self-directed video-based training programme would be useful in imparting information to caregivers. However, the modest improvements in the use of LFTs suggested direct coaching appeared to still play a significant role in enhancing the actual implementation of LFTs. Further investigation on a larger scale is required to evaluate the effectiveness of the training program for promoting the wider use of this mode as a preventive measure.
DOI: 10.6084/m9.figshare.24297142
title: Supplementary Material for: Efficacy of a Self-Directed Video-based Caregiver-Implemented Language Programme

description: Introduction. Caregiver-implemented language programmes are effective for alleviating early language difficulties. This study examined the efficacy of a self-directed video-based caregiver-implement language programme in Chinese families. Method. This study consisted of two stages. In Stage 1, 31 caregiver-child dyads (typically developing children) completed the training programme (Group 1) in the form of six video-based training modules. In Stage 2, 28 caregiver-child dyads (children with language difficulties) receiving active speech therapy were randomly assigned to the training (Group 2) and control arms (Group 3). Group 2 received the same training as Group 1 in addition to their regular therapy while Group 3 was kept as status quo. Caregivers completed a quiz on their knowledge of language facilitation techniques (LFTs) and submitted caregiver-child interaction videos at the start and end of the training. Outcome measures included programme completion rate, quiz scores, and use of LFTs and children’s communication skills in the videos. A pre-post design and a between-group designs were adopted in the Stage 1 and 2 studies respectively. Results. A completion rate of about 60% in both stages was noted. Significantly higher post-training knowledge scores were found in Groups 1 and 2. General but non-significant growth in use of parallel talk and gesture, and significant gains in children’s vocalization in the training arm were observed. Conclusion. The self-directed video-based training programme would be useful in imparting information to caregivers. However, the modest improvements in the use of LFTs suggested direct coaching appeared to still play a significant role in enhancing the actual implementation of LFTs. Further investigation on a larger scale is required to evaluate the effectiveness of the training program for promoting the wider use of this mode as a preventive measure.
DOI: 10.6084/m9.figshare.24357844
title: Supplementary Material for: Effect of Diabetes Mellitus type 2 on Voice: A systematic review and Meta-analysis

description: Introduction: Diabetes Mellitus type 2 is a growing health concern that affects several systems in the body among which the phonatory apparatus. Voice may be affected in view of the high prevalence of myopathy and neuropathy in diseased subjects. The authors aim to answer the following question: Does type 2 diabetes have an effect on voice? Methods: The systematic review included search terms such as “speech, voice, larynx, glucose, diabetes, and hyperglycemia”. The search strategy yielded 221 articles, only five of which satisfied the inclusion criteria. Articles were considered for inclusion using the PRISMA method. Analysis included 321 patients with type 2 diabetes mellitus and 171 controls. All studies included were case control studies except for one study which was an observational cohort. Six parameters were chosen as endpoints for the systematic review and meta-analysis: the presence/absence of voice complaints, fundamental frequency (fo), jitter, shimmer, noise to harmonic ratio (NHR) and maximum phonation time. Results: There was no significant difference in the prevalence of voice complaints (i.e., hoarseness) between diabetic patients and control groups. There was also no significant difference in any of the acoustic and aerodynamic measures between patients with type 2 diabetes and controls. These findings can be ascribed the high resilience of the laryngeal muscles to the adverse effect of systemic diseases. Conclusion: There is no consensus in the literature that the prevalence of voice symptoms in diabetic patients is significantly higher than that reported in healthy subjects.