cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12854264.v1
title: Regional and topographic growth variation among 45-year-old clonal plantations of <i>Cryptomeria japonica</i>: effects of genotype and phenotypic plasticity

description: Success of clonal tree plantations depends on genotype as well as phenotypic plasticity, which determines acclimation potential of individual trees to different environmental conditions. Short-term acclimation of genotypes to local growing conditions can be tested using clonal trials, but stand productivity and yield depends on the ability of the genotype to acclimate to long-term environmental variation. In Japan, clonal plantations of <i>Cryptomeria japonica</i> (Thunb. ex L. f.) D. Don are common and many elite clones have been developed. We evaluated growth of clonal <i>C. japonica</i> plantations in 45-year-old clonal trials taking into account effects of both genotype, environment and their interaction (i.e., phenotypic plasticity). In all five sites, tree sizes were larger for clonal cultivars evaluated initially as “early-growth type” than for the “late-growth type” cultivars. All cultivars showed decrease in tree height from lower to upper slope. The differences in tree growth among cultivars were more marked in sites where trees grew well, suggesting poor site conditions prevented the early-growth cultivars from fully exploiting their growth potential. Phenotypic plasticity of each cultivar was evaluated as growth variation among sites (regional variation) and along slope within sites (topographic variation). Plasticity was observed at both regional and topographic scales and cultivars with higher plasticity generally grew larger. The result of our study suggested that genotypes with greater phenotypic plasticity may possess greater acclimation potential, enabling them to grow well under a wide range of environmental conditions.
DOI: 10.17632/9rvrvvnsd4
title: Data for: Particle swarm optimization algorithm to solve the deconvolution problem for the fault monitoring of rolling element bearings

description: Simulated sigals
DOI: 10.6084/m9.figshare.11336042.v1
title: Group1 Male involved through children.doc

description: Focus group 3
DOI: 10.6084/m9.figshare.14400926.v3
title: Skill combination with an English skills element: Is English really necessary for Indonesian IT specialists?

description: These data consist of a data report, transcriptions of interviews with Indonesian IT specialists, employers, and a higher education institution. These also include the teaching documents including syllabus, lesson plans, and a handout.
DOI: 10.6084/m9.figshare.5129029.v1
title: Supplementary Material for: Internet-Delivered Disease Management for Recurrent Depression: A Multicenter Randomized Controlled Trial

description: <b><i>Background:</i></b> Strategies to improve the life of patients suffering from recurrent major depression have a high relevance. This study examined the efficacy of 2 Internet-delivered augmentation strategies that aim to prolong symptom-free intervals. <b><i>Methods:</i></b> Efficacy was tested in a 3-arm, multicenter, open-label, evaluator-blind, randomized controlled trial. Upon discharge from inpatient mental health care, 232 adults with 3 or more major depressive episodes were randomized to 1 of 2 intervention groups (SUMMIT or SUMMIT-PERSON) or to treatment as usual (TAU) alone. Over 12 months, participants in both intervention arms received, in addition to TAU, intense monitoring via e-mail or a smartphone, including signaling of upcoming crises, assistance with personal crisis management, and facilitation of early intervention. SUMMIT-PERSON additionally offered regular expert chats. The primary outcome was ‘well weeks', i.e. weeks with at most mild symptoms assessed by the Longitudinal Interval Follow-Up Evaluation, during 24 months after the index treatment. <b><i>Results:</i></b> SUMMIT compared to TAU reduced the time with an unwell status (OR 0.48; 95% CI 0.23-0.98) through faster transitions from unwell to well (OR 1.44; 95% CI 0.83-2.50) and slower transitions from well to unwell (OR 0.69; 95% CI 0.44-1.09). Contrary to the hypothesis, SUMMIT-PERSON was not superior to either SUMMIT (OR 0.77; 95% CI 0.38-1.56) or TAU (OR 0.62; 95% CI 0.31-1.24). The efficacy of SUMMIT was strongest 8 months after the intervention. <b><i>Conclusions:</i></b> The fully automated Internet-delivered augmentation strategy SUMMIT has the potential to improve TAU by reducing the lifelong burden of patients with recurrent depression. The fact that the effects wear off suggests a time-unlimited extension.
DOI: 10.6084/m9.figshare.8056109.v2
title: Attitudes to and use of Electric Scooters in New Zealand Cities

description: There are two different versions of the dataset - one contains the value labels for responses, which will be most useful if you want to analyse in Excel. The other contains numeric values if you want to import into another statistical package.This survey was conducted by researchers in the Department of Geography at the University of Canterbury. We were interested in understanding how the electric scooters, recently introduced in New Zealand, are being used and what respondents think about them. We are interested in perceptions and experiences, whether respondents have used a scooter yourself or not. This is part of a wider project about the environment, health and social implications of new forms of transport.The project was approved by the University of Canterbury Human Ethics Committee (Ref: HEC 2018/49/LR-PS). The survey used a convenience sample as is not a representative population survey. <br>Please read the notes included in the dataset before use and contact the authors with any queriesBoth authors now work at different institutions. <br>Notes for using this dataset:-There are some missing values. We have retained cases where a minimum number of questions were answered, but have not deleted cases listwise so as to preserve potentially useful information. However, please be aware of missing data in analysing this data.-The survey is not representative. A comparison with national datasets will be available shortly, but do not attempt to use this data to represent the attitudes of the population. It is more useful for understanding attitudes of e-scooter users and looking at associations between variables, rather than drawing headline conclusions from one variable.-The sample frame was not a representative population sample. We used convenience sampling through existing networks and social media. This is not a robust or ideal approach to social surveys - however, given time and resourse constraints we opted for an approach that would allow us to collect some early insights into e-scooter use. -We have removed demographic information (other than age and gender) and open-text responses to preserve anonymity. If you require access to these please contact the researchers to discuss.-We suggest contacting us if you are unsure how to interpret the data.-The question numbers and questionnaire is provided.-The questionnaire was conducted online in February and March 2019. -The recommended citation for this dataset is: Curl, A., & Fitt, H. (2019). Attitudes to and use of Electric Scooters in New Zealand Cities [Dataset]. doi.org/10.6084/m9.figshare.8056109
DOI: 10.17632/3ptyfg2bmx
title: RMT: R-matrix with time-dependence. Solving the semi-relativistic, time-dependent Schrodinger equation for general, multi-electron atoms and molecules in intense, ultrashort, arbitrarily polarized laser pulses

description: RMT is a program which solves the time-dependent Schrödinger equation for general, multielectron atoms, ions and molecules interacting with laser light. As such it can be used to model ionization (single-photon, multiphoton and strong-field), recollision (high-harmonic generation, strong-field rescattering) and, more generally, absorption or scattering processes with a full account of the multielectron correlation effects in a time-dependent manner. Calculations can be performed for targets interacting with ultrashort, intense laser pulses of long wavelength and arbitrary polarization. Calculations for atoms can optionally include the Breit–Pauli correction terms for the description of relativistic (in particular, spin–orbit) effects.
DOI: 10.17632/6zghymcv2d
title: Parallel Corpus: Indonesian-Minang

description: This is a parallel corpus dataset containing pairs of sentences in two corresponding languages. This dataset is specifically designed to support and facilitate the application of machine learning techniques in language translation. Each sentence pair in the dataset has been meticulously compiled to cover a wide range of contexts and topics, providing extensive coverage of everyday language usage. By offering variations in context and topics, users can gain a deeper understanding of the nuances of everyday language use, as well as recognize language variations and idiomatic expressions from both languages involved. This enables further research and development in translation applications and natural language processing, while also offering deeper insights into the structure and function of language across different contexts.
DOI: 10.17632/ddc79swng4
title: Instances for the Two-Dimensional Cutting Stock Problem with Usable Leftovers

description: Full description of instances for the Two-Dimensional Cutting Stock Problem with Usable Leftovers (2D-CSPUL). 16 classes of instances were defined with 'S' = 2 types of standard plates and varying the number of types of leftovers in stock ('R' = 1 and 2). The number of types of items varied with 'I' = 3, 5, 8 and 10, and their dimensions were generated according to the dimensions of the plates and leftovers in stock. For each class, 10 instances were generated.
DOI: 10.6084/m9.figshare.18277673.v1
title: Supplementary Material for: The cost of serial cerebrospinal fluid aspirations between ventricular access device (VAD) and ventriculosubgaleal shunt (VSGS) for treatment of post-hemorrhagic ventricular dilatation (PHVD) in premature infants

description: Introduction: Ventriculosubgaleal shunts (VSGS) require fewer cerebrospinal (CSF) aspirations than ventricular access devices (VAD) for temporization of post-hemorrhagic ventricular dilatation (PHVD) in preterm infants. Cost of postoperative CSF aspiration has not been quantified. Methods: We reviewed CSF aspiration and laboratory studies obtained in preterm infants with PHVD and VAD at our institution between 2009-2020. Cost per aspiration was calculated for materials, labs, and Medicare fee schedule for ventricular puncture through implanted reservoir. We searched PubMed, Cochrane Library, Embase, CINAHL, and Web of Science for meta-analysis of pooled mean number of CSF aspirations and proportion of patients requiring aspiration. Results: Thirty-five preterm infants with PHVD had VAD placed with 22.2±18.4 aspirations per patient. Labs were obtained after every aspiration per local protocol. Cost per aspiration at our institution was $935.51. Of 269 published studies, 77 reported on VAD, 29 VSGS, and 13 both. Five studies on VAD (including the current study) had a pooled mean of 25.8 aspirations per patient (95%CI:16.7-34.8). One study on VSGS reported a mean of 1.6±1.7 aspirations. 3 studies on VAD (including the current study) had a pooled proportion of 97.4% of patients requiring aspirations (95%CI: 87.9-99.5). Four studies on VSGS had a pooled proportion of 36.5% requiring aspirations (95%CI:26.9-47.2). Frequency of lab draws ranged from weekly to daily. Based on costs at our institution, mean number of aspirations, and proportion of patients requiring aspirations, cost difference ranged between $4,243 to $23,235 per patient and $500,903 to 2.36 million per 100 patients depending on frequency of taps and Medicare locality. Discussion/Conclusion: Lower number of CSF aspirations using VSGS can be associated with considerably lower cost compared to VAD.
DOI: 10.6084/m9.figshare.28846013.v1
title: Spectra data for manuscript "Very low-yield nuclear test verification with post-experiment gamma spectrometry".

description: This file contains the data that is used to produce results and plots in this research. They contain arrays of numbers that represent gamma spectra computed with simulations of subcritical and supercritical tests and collected by a simulated HPGe gamma spectrometer placed outside of the test vessel, one month to one year after a test. These arrays are divided into two files: spectra obtained where the pre-test configuration is a thin shell (spectra_data_shell.txt) and those obtained for a solid sphere (spectra_data_sphere.txt). Within each file, each spectral data set is headed by input parameters (test parameters): alpha (the criticality level of the test), no (the initial number of fissions per kg of plutonium-239), and the time between the test and the measurement. The numbers in these arrays represent the counts of gamma photons detected in energy bins of 1 keV from 0 to 3000 keV.
DOI: 10.6084/m9.figshare.5053753.v1
title: SubjectsData.mat

description: Raw data related to article "<br> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica} Timing and extent of finger force enslaving during a dynamic force task cannot be explained by EMG activity patterns"Structure of Matlab file: <br>Rows: subjects (10)Columns: force resistance levels 4,6 and 8 N. Ramp force build up and MVC during flexion and extension. <br>
DOI: 10.17632/jjbfcckrsp
title: Maize-Weed Image Dataset 

description: The dataset contains images of maize plants and weed species. The dataset contains 36874 images in total and is stored in four folders namely Annotated Maize-Weed Images, Data Description and Questionnaire, Dry Season Maize Weed Images, and Wet Season Maize Weed Images. The Dry Season contains 18187 images captured during the dry season farm survey, the Wet Season contains 18187 images captured during the wet season farm survey and the Annotated contains 500 annotated images selected from the Dry Season survey saved in JSON, XML, and txt format. The annotation was achieved using the Labelmg suite. The raw wet and dry seasons images have been captured using a high-resolution digital camera during the weed survey, while the annotation of the annotated image was done using the Labelmg suite. A total of 18 farm locations were visited in the North Central part of Nigeria for the data acquisition as part of an ongoing research effort on maize-weed identification in farmlands.
DOI: 10.6084/m9.figshare.11351078.v1
title: Andina - first clonal cultivar of high-altitude conilon coffee

description: Abstract Andina is a conilon coffee variety originated from a selection of clones discovered by farmers. It was cultivated and evaluated for yield and plant vigor an altitude of 850m asl. Five genotypes (A1, NV2, NV8, P1 and Verdim TA), with a mean yield of 51.3 bags per hectare per year.
DOI: 10.6084/m9.figshare.21842250.v1
title: Pleistocene accelerated exhumation within the Sumatran fault: Implications for late Cenozoic evolution of Sumatra (Indonesia)

description: Calculation of long-term exhumation rates Figures S1 to S3 Tables S1 to S2
DOI: 10.6084/m9.figshare.21988556.v1
title: Niger Delta Seismic Sections

description: Various items are included here. Firstly, the five Niger Delta seismic sections derived from the VERNG-99 3D survey, which was made publicly available at the Virtual Seismic Atlas (VSA), now offline. Secondly, the compilation of seismic lines from the same survey made by Estelle Mortimer and Rob Butler. Finally, the technical sheet of the VERNG-99 3D survey.
DOI: 10.17632/7vdt5rz47x
title: Low dimension active power load data using autoencoder

description: Dimensionality Reduction (DR) is key machine learning technique used to convert data from higher dimensional space to lower dimensionality space in order to build a predictive machine learning models with less number of model parameters.  Original active power load dataset is prepared by collecting the data from 33/11KV substation near Godishala village in Telangana state, India. It consists total 12 features like L(T-1), L(T-2), L(T-3), L(T-4), L(T-24), L(T-48), L(T-72), L(T-96), Temperature, Humidity, Season and Day. This 12 features data is reconstructed in to 10 features using autoencoder with a training loss of  0.0061 and validation loss of 0.0062.
DOI: 10.17632/h42rnt5bpr
title: Nutrients and drought alter tri-trophic interactions in cool-temperate forests

description: Herbivorous insects are the main consumers in forest ecosystems, and the complexity of trophic interactions varies with resource availability, heterogeneity among feeding guilds, and the presence of natural enemies. In this study, we evaluated the impact of nutrient supplementation and a drought event on insect herbivory in cool-temperate Nothofagus pumilio forests located in southern South America. We examine how these factors affect herbivory by various feeding guilds and the rate of parasitism in leaf miners. Previous research in this ecosystem has demonstrated that habitat type (dry versus wet) and soil nutrient levels play a role in the regulation of insect folivory by insectivorous birds. However, there is limited understanding of the influence of nutrients and drought, as well as their potential interaction with insect folivory and parasitism in controlling leaf damage in temperate Patagonian forests. This focus is relevant when considering that Patagonian forests, along with other forest ecosystems around the world, are being affected by episodes of extreme climatic variability, as well as the advancement of anthropic activities (e.g., livestock) which modify soil nutrient dynamic. Collectively, these factors may modify tri-trophic interactions in forest ecosystems. Specifically, we asked the following questions: (i) what is the effect of nitrogen addition and a drought event on the leaf quality, damaged leaf area, and frequency of damage to N. pumilio saplings caused by different insect guilds? (ii) What is the effect of nitrogen addition and a drought event on parasitism rates of different morphotypes of leaf miners? 
Our results showed that nitrogen addition increased the foliar nitrogen content but had no effect on total damage by arboreal insects. However, the different feeding guilds responded differently to nitrogen addition and these responses varied between average or dry year and within the growing season. Particularly, miner activity responded positively to nitrogen addition, increasing their incidence towards the late of the average year. The positive effect of N addition on miner activity did not cascade up to the trophic level of parasitoids, which varied with the climatic context and the growing season.
These results suggest that tri-trophic interactions were mainly controlled by the climatic context since consumers and their natural enemy responses were more dependent on the climatic context and growing seasons than on plant quality. Overall, we highlight the role of fluctuating abiotic resources and the heterogeneity within each trophic level in structuring tri-trophic interactions in forest ecosystems.
DOI: 10.4121/16974748.v1
title: Data for the paper: Fouling fractionation in reverse electrodialysis with natural feed waters demonstrates dual media rapid filtration as an effective pre-treatment for fresh water

description: This dataset contains data collected during experiment on foulant fractionation of fresh water in reverse electrodialysis. For explanation of the experimental setup we refer you to the published paper. It is being made public both to act as supplementary data for publication and in order for other researchers to use this data in their own work.
DOI: 10.6084/m9.figshare.22138415.v4
title: Supplementary Files – Dissecting the genomic regions that underpin the genetic correlations between production, fertility, and urea traits

description: Supplementary File 1. The number of windows, chromosome number, chromosome coordinates, local correlation estimates, pvalues and status of each window for production vs fertility trait pairs (Table S1-S3). Supplementary File 2. The chromosome number and chromosome coordinates of windows consistently tagged as drivers across production vs fertility trait pairs (Table S4). Supplementary File 3. The QTL enriched for the driver regions for production vs fertility trait pairs (Table S5). Supplementary File 4. The chromosome number and chromosome coordinates of windows consistently tagged as antagonizers across production vs fertility trait pairs (Table S6) Supplementary File 5. The genome-wide plots of the meta-analysis (two-trait and multi-trait) and the QTL enrichment between the production and fertility trait pairs (Figure S1-S3) Supplementary File 6. The number of windows, chromosome number, chromosome coordinates, local correlation estimates, pvalues and status of each window for urea vs fertility trait pairs (Table S7-S8) Supplementary File 7. The chromosome number and chromosome coordinates of windows consistently tagged as drivers across urea vs fertility trait pairs (Table S9). Supplementary File 8. The QTL enriched for the driver regions for urea vs fertility trait pairs (Table S10). Supplementary File 9. The chromosome number and chromosome coordinates of windows consistently tagged as antagonizers across urea vs fertility trait pairs (Table S11) Supplementary File 10. The QTL enriched for the antagonizer regions for urea vs fertility trait pairs (Table S12). Supplementary File 11. The genome-wide plots of the meta-analysis (two-trait and multi-trait) and the QTL enrichment between urea and fertility trait pairs (Figure S4-S6) Supplementary File 12. The number of windows, chromosome number, chromosome coordinates, local correlation estimates, pvalues and status of each window for urea vs production trait pairs (Table S13-S18). Supplementary File 13. The chromosome number and chromosome coordinates of windows consistently tagged as drivers across urea vs production trait pairs (Table S19). Supplementary File 14. The QTL enriched for the driver regions for urea vs production trait pairs (Table S20). Supplementary File 15. The chromosome number and chromosome coordinates of windows consistently tagged as antagonizers across urea vs production trait pairs (Table S21). Supplementary File 16. The genome-wide plots of the meta-analysis (two-trait and multi-trait) and the QTL enrichment between urea and production trait pairs (Figure S7-S10)
DOI: 10.6084/m9.figshare.24114378.v1
title: atividade e temperatura

description: atividade e temperatura
DOI: 10.6084/m9.figshare.26878822.v1
title: <b>、</b><b>空分布</b><b>西北干旱绿洲城市农田土-玉米系统Cu、Ni</b>

description: 土壤和植物中的重金属污染。
DOI: 10.6084/m9.figshare.29128016.v1
title: Structural Classification of Unclassified PFAS using Molecular Fingerprints and Graph Networks

description: This project provides a network-based structural classification resource for 13,028 per- and polyfluoroalkyl substances (PFAS) from the U.S. EPA’s 2024 PFAS8a7v3 list. Using eight molecular fingerprinting methods and K-Nearest Neighbor Graphs (K-NNGs), we assign Proximity Classes to 288 previously unclassified PFAS compounds. The dataset includes Proximity Class outputs, UMAP coordinates, edge lists, and interactive 3D network visualizations across multiple neighborhood sizes. All files are designed for reuse in regulatory prioritization, chemical substitution, and machine learning applications.