cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28891640.v1
title: <b><i>Assessment of Diseases’ Prevalence, Nutrition and Associated Factors in a Conflict-Affected Region: A Study in Leepa Valley, Azad Jammu and Kashmir, Pakistan</i></b>

description: Background: The border area of Leepa Valley bears witness to the persistent echoes of gunfire. The delivery of healthcare services in such areas presents enormous challenges, including availability of trained health professionals, restricted mobility, and inadequate healthcare infrastructure. This study focuses on the general health status of residents of Leepa Valley. Objectives: To assess general health and nutritional status, any prevailing diseases and associated factors in residents of the Conflict-Affected Region of Leepa Valley, Azad Jammu and Kashmir, Pakistan. Methodology: A cross-sectional study was executed by circulating a self-structured questionnaire among the patients at a Medical Camp in Leepa as convenient sampling. The sample size was calculated by Raosoft. A total of 152 participants were included in the study. Crohnbach alpha was caclculated and EMO factor analysis value of 0.525 and barlett value of 0.725. Statistical analysis was done using SPSS-25, and data description was done as frequency and percentage. Pearson correlation and regression analysis kept p value&lt;0.05% significant. Results: An overwhelming majority of 84.1% reported high perceived stress based on the Perceived Stress Scale. 78.3% of individuals reported that their daily life activities were affected by border-related activities. Moreover, 76.3% reported decreased employment opportunities in Leepa Valley due to the ongoing border conflicts. Conclusion: The findings of this study underscore the profound psychological toll of prolonged conflict on individuals and communities, shedding light on the urgent need for targeted interventions to address the complex interplay of mental health challenges and socio-environmental stressors.
DOI: 10.6084/m9.figshare.22220410.v1
title: Supplementary Material for: Psychotherapy for Chronic In- and Outpatients with Common Mental Disorders: The “Choose Change” Effectiveness Trial

description: Introduction: Treatment non-response occurs regularly, but psychotherapy is seldom examined for such patients. Existing studies targeted single diagnoses, were relatively small, and paid little attention to treatment under real-world conditions. Objective: The Choose Change-trial tested whether psychotherapy was effective in treating chronic patients with treatment non-response in a transdiagnostic sample of common mental disorders across two variants of treatment delivery (inpatient and outpatient). Methods: The controlled nonrandomized effectiveness trial was conducted between May 2016 and May 2021. The study took place in two psychiatric clinics with N = 200 patients (n = 108 inpatients & n = 92 outpatients). Treatment variants were integrated inpatient care vs. outpatient care based on Acceptance and Commitment Therapy (ACT) for approximately 12 weeks. Therapists delivered individualized and non-manualized ACT. Main outcome measures were symptoms (Brief Symptom Check List; BSCL); well-being (Mental Health Continuum; MHC-SF) and functioning (WHO Disability Assessment Schedule; WHO-DAS). Results: Both inpatients and outpatients showed decreases in symptomatology (i.e., BSCL – d = .68) and increases in well-being and functioning (MHC-SF - d = .60 & WHO-DAS d = .70), with more improvement in the inpatients during treatment. Both groups maintained gains one year following treatment, and the groups did not significantly differ from each other at this timepoint. Psychological flexibility moderated impact of stress on outcomes. Conclusions: Psychotherapy as practiced under routine conditions is effective for a sample of patients with common mental disorders, a long history of treatment experience and burden of disease, in both inpatient and outpatient settings.
DOI: 10.21233/2228-2343
title: Lake Biwa, South Basin ostracode surface sample dataset

description: Raw data for the Lake Biwa, South Basin ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.24311917.v1
title: Dataset files

description: <b>Data S1</b>. Structure Dataset for Homo sapiens<b>Data S2</b>. Structure Dataset for <i>Escherichia coli</i><b>Data S3</b>. Structure Dataset for <i>Saccharomyces cerevisiae</i><b>Data S4</b>. Human co-complex subunit pairs<b>Data S5</b>. Delta-MeltingTemperature matrix for human<b>Data S6</b>. MeltingCurve-Dissimilarity matrix for human<b>Data S7</b>. ProteinAbundance-correlation matrix for human<b>Data S8</b>. Delta-ProteinDegradationRate matrix for human<b>Data S9</b>. Delta-TranscriptionRate matrix for human<b>Data S10</b>. GeneExpression-correlation matrix for human<b>Data S11</b>. Delta-Translation-Initiation-Efficiency matrix for human<b>Data S12</b>. Delta-Translation-Elongation-Speed matrix for human<b>Data S13</b>. Fluorescent probe sequences used for smFISH experiments<b>Data S14</b>. Plasmids generated for genetic perturbation experiments<b>Data S15</b>. Yeast strains generated for genetic perturbation experiments
DOI: 10.17608/k6.auckland.17067953.v1
title: Whole blood spatial gene regulatory network

description: This dataset consists of spatially constrained eQTLs. Briefly, all common single nucleotide polymorphisms (SNPs; MAF &gt;0.05) present in whole blood were obtained from GTEx v8 and used to interrogate prepared Hi-C libraries. This allowed for the identification of SNP-gene pairs that are physically interacting. The identified SNP-gene pairs were then tested for eQTL effects by integrating eQTL data from GTEx v8. eQTLs with an adjusted p-value ≤0.05 were selected as being significant (Benjamini-Hochberg).
DOI: 10.6084/m9.figshare.20167382.v1
title: Supplementary Material for: Interaction Competencies with Children – Entwicklung und Wirkmechanismen einer präventiven Intervention für Lehrkräfte im Kontext gesellschaftlich akzeptierter Gewalt

description: Gewalt gegen Kinder ist ein globales Problem und hat massive negative individuelle und gesellschaftliche Folgen. In vielen Ländern ist Gewalt in der Erziehung gesellschaftlich akzeptiert und weit verbreitet. Gewalt gegen Kinder hat vielfältige gesellschaftliche und individuelle Ursachen sowie aufrechterhaltende Faktoren. Auch in Schulen sind Kinder andauernder Gewalt ausgesetzt, was für die Notwendigkeit präventiver schul-basierter Programme spricht. Die Zielgruppe präventiver Programme sollten vor allem die Personen sein, von denen die Gewalt ausgeht – in diesem Kontext: Lehrer/innen. Die ursächlichen Faktoren sollten möglichst umfassend adressiert werden, wobei der oftmals ressourcenarme Kontext berücksichtigt werden muss. In diesem Übersichtsartikel wird die präventive Intervention <i>Interaction Competencies with Children – for Teachers</i> beschrieben und deren Wirkmechanismen diskutiert. Die Intervention ist ein 5,5-tägiges Training für Lehrer/innen in Gesellschaften, in denen Gewalt als Disziplinierungsmaßnahme akzeptiert ist. Ziel der Intervention ist eine Verhaltensveränderung der Lehrer/innen. Ein zentraler Wirkfaktor ist die Dynamik der Intervention, durch die zunächst eine Verände­rungsbereitschaft, dann eine Handlungskompetenz und Handlungsmotivation bewirkt wird. Des Weiteren wirkt die Intervention auf verschiedenen Ebenen und adressiert normative Aspekte, die sowohl das System Schule betreffen, als auch individuelle Faktoren. Wie die verschiedenen Metho­den und Themen auf individueller und schulischer Ebene wirken und miteinander interagieren, sollte zukünftig durch eine Evaluation des Veränderungsprozesses beantwortet werden.
DOI: 10.6084/m9.figshare.27679287.v1
title: Data and codes for "Fast and cost-efficient species identification of Atlantic salmon (<i>Salmo salar </i>L.), brown trout (<i>Salmo trutta</i>), and their hybrids using a single SNP marker."

description: The R code and data to reproduce results presented in the Fast and cost-efficient species identification of Atlantic salmon (<i>Salmo salar </i>L.), brown trout (<i>Salmo trutta</i>), and their hybrids using a single SNP marker".Tutku Aykanat, Athina Balatsou, Kirsi Kähkönen, Jukka T. Syrjänen, Matti Janhunen, Tuomas Leinonen, Jenni M. Prokkola, Johnny Norrgård, John J. Piccolo
DOI: 10.17632/8xs7xfjmrk
title: Raw, uncropped supporting Western blot files for: Marzio A. ... Pagano M. EMSY inhibits homologous recombination repair and the interferon response promoting lung cancer immune evasion”

description: Raw, uncropped supporting Western blot files for: Antonio Marzio, Emma Kurz, Jennifer M. Sahni, Giuseppe Di Feo, Joseph Puccini, Shaowen Jiang, Carolina Alcantara-Hirsch, Arnaldo A. Arbini, Warren L. Wu, Dafna Bar-Sagi, Thales Papagiannakopoulos and Michele Pagano. EMSY inhibits homologous recombination repair and the interferon response promoting lung cancer immune evasion
DOI: 10.17632/kf3tn3d9j8
title: Data: Ecological traits and trophic plasticity in the greater pipefish Syngnathus acus in NW Iberian Peninsula

description: The population of the pipefish Syngnathus acus inhabiting Cíes Archipelago (NW Spain) was monitored in 2017-2018 for spatial and temporal changes in abundances, reproduc-tion traits, trophic niche occupancy and dietary regimes across reproduction states through an isotopic (δ13C and δ15N) approach.
The Excel file contains all raw data on Date, Season, Site, Sex, Maturity stage, Lenght, Weigth and Isotopic Values.
DOI: 10.6084/m9.figshare.13121807.v1
title: GPS RINEX data and Space weather data files for the manuscripts: Atmospheric wave energy of the 2020 August 4 explosion in Beirut, Lebanon, from ionospheric disturbances

description: GPS RINEX data and Space weather data from Israel and Palestine during the August 4, 2020 chemical explosion in Beirut, Lebanon
DOI: 10.6084/m9.figshare.25559136.v1
title: grainspace rice p600 2/3

description: grainspace rice p600 2/3
DOI: 10.17632/3yfgpmhnz3
title: Data for: Spatial and temporal considerations in the performance of wastewater heat recovery systems

description: Heat Demand Synthtic Load Profiles and wawstewater characterisitics
DOI: 10.6084/m9.figshare.25584753.v1
title: Hydrology_site data of 152 catchments.xlsx

description: Data used in figures and tables in the manuscript.Data1. Data of catchment location, catchment area, elevation, mean slope, geology, vegetation, and observed annual precipitation, annual runoff and annual mean temperature and calculated evapotranspiration and Inter-catchment groundwater flow in 152 forested catchments in Japan. The observed annual precipitation, annual runoff, temperature, and site information data were collected from published articles or reports. We used grid precipitation and temperature data from 1 km<sup>2</sup> mesh grid data [The Agro-Meteorological Grid Square Data, National Agriculture and Food Research Organization (https://amu.rd.naro.go.jp/)].Data 2. Annual mean precipitation (P) and temperature (T) for 1986-1990 at 66 meteorological stations in Japan and potential evapotranspiration (E0), evapotranspiration (ET) estimated by Kondo et al (1992) and this study. Data 3. Annual water balance and mean temperature data in Shirasaka Experimental Watershed, Ananomiya Experimental Watershed, Higashiyama Experimental Watershed [University Forest in Aichi Faculty of Agriculture University of Tokyo（1981, 1984)], Kiryu Experimental Watershed catchment K, M, A (Katsuyama et al., 2010), Kamabuchi Experimental Watershed catchment No1, No2 [Kawaguchi and Ono (1980)], and Sarukawa Experimental Watershed (Shimizu et al., 2008).Data 4. Surface watershed area, ratio of bedrock watershed area (Masaoka et al., 2021), IGF and ECI data of Fudoji Experimental Watershed.ReferencesKatsuyama, M., Tani, M., & Nishimoto, S. (2010). Connection between streamwater mean residence time and bedrock groundwater recharge/discharge dynamics in weathered granite catchments. <i>Hydrological Processes</i>. 24, 2287–2299.Kawaguchi, T., & Ono, S. (1980). Statistical reports of hydrological observation at Kamabuchi experimental watershed—No. 1 and No. 2 experimental watershed—(January, 1959 to December, 1978). Bull. FFPRI (in Japanese with English summary).Kondo, J., Nakazono, M., Watanabe, T., & Kuwagata, T. (1992). Hydrological climate in Japan (3) evapotranspiration from forest. <i>Journal of Japan Society of Hydrology and Water Resources</i>, 5 (4), 8–18 (in Japanese with English summary).Masaoka, N. (2021). Data for "Bedrock groundwater catchment area unveils rainfall-runoff processes in headwater basins". http://hdl.handle.net/2433/264612.Shimizu, A., Miyabuchi, I., Shimizu, T., Ogawa, Y., Daimaru, H., Sato, T., & Takeshita, M. (2008). Statistical report of hydrological observations at the Sarukawa experimental watershed (January 1987 to December 2000). Bulletin of FFPRI, 7 No.1 (No.406), 13 -65 (In Japanese with English summary).The Tokyo University Forest in Aichi. (1981). Report of the Daily Runoff in the Tokyo University Forest in Aichi (III). Miscellaneous Information, the University of Tokyo Forests, 22, 84-191.The Tokyo University Forest in Aichi. (1984). Report of the Daily Runoff in the Tokyo University Forest in Aichi (IV). <i>Miscellaneous Information, the University of Tokyo Forests</i>, 23, 57-88.<br>
DOI: 10.17632/4cd7nxjxvz
title: Data for: Effects of Environmental Quality on Agricultural Productivity in sub Saharan African Countries: A Second Generation Panel Based Empirical Assessment

description: World Development Indicators data set
DOI: 10.6084/m9.figshare.16766893.v2
title: Figure6_ephys_data.mat

description: ephys dataset displayed in figure 6
DOI: 10.6084/m9.figshare.27261795.v1
title: Supplementary Material for: Neuromodulations in Psychiatric Disorders: Emerging Lines of Definition

description: Medicine
DOI: 10.6084/m9.figshare.22269460.v1
title: agri_all.tif

description: agricultural residues map
DOI: 10.6084/m9.figshare.4047411.v1
title: Supplementary Material for: Impact of Collateral Status on Successful Revascularization in Endovascular Treatment: A Systematic Review and Meta-Analysis

description: <br><strong><em>Background:</em></strong> Pre-treatment collateral status may be associated with the rates of successful revascularization in acute ischemic stroke patients receiving endovascular treatment (EVT). We conducted a systematic review and meta-analysis to synthesize relevant evidence currently available. <b><i>Methods:</i></b> Relevant full-text articles published in English since January 1, 2000, reporting associations between collateral status and successful reperfusion and/or recanalization in acute ischemic stroke patients receiving EVT in cohort or case-control studies, or randomized clinical trials, were retrieved through search of PubMed. Study selection, data extraction and study quality assessment were carried out by 2 investigators. Risk ratios (RR) were pooled for good vs. poor collaterals for the outcomes of successful reperfusion and recanalization, based on random-effects models. Subgroup analyses were conducted to explore for potential factors that might interfere with the effects of pre-treatment collateral status on reperfusion by EVT. <b><i>Results:</i></b> In total, 27 studies (2,366 subjects) were included in qualitative analysis, among which 24 studies (2,239 subjects) were quantitatively analyzed. Overall, good pre-treatment collaterals significantly increased the rate of both successful reperfusion (RR 1.28, 95% CI 1.17-1.40; p &lt; 0.001) and recanalization (RR 1.23, 95% CI 1.06-1.42; p = 0.006), as compared with poor collaterals. Subgroup analyses revealed that the effects of collateral status on successful reperfusion by EVT might be different between populations with different ethnicities. <b><i>Conclusions:</i></b> Good pre-treatment collaterals may enhance the rates of successful reperfusion and recanalization in EVT for acute ischemic stroke. This may partly explain the favorable effects of good pre-treatment collaterals on clinical outcomes of stroke patients receiving EVT. Thus, it would be valuable to assess the collateral status prior to EVT in acute ischemic stroke. But studies are needed to further verify if the positive effects of good collaterals on revascularization by EVT are restricted to certain subgroups of patients.
DOI: 10.4121/14150348.v1
title: Weather data for Netatmo personal weather stations around the Hague (2020)

description: Data for the outdoor modules of the Netatmo personal weather stations that have selected to share their data publicly, which were obtained by querying the Netatmo public API every 15 minutes. One CSV (comma-separated values) file per queried time. There is one weather station per line. The attributes available are: ID (MAC address of station), longitude, latitude, altitude, temperature, humidity and pressure. For those weather stations that have a rain gauge, there is also rainfall data available.
DOI: 10.6084/m9.figshare.20407572.v1
title: Capital_Invet_CHN_datasbase

description: This dataset records capital investment (based on the newly increased fixed assets from National Statistics Bureau of China) for 31 provinces in China, during the period of 1995-2017. The capital investment are disaggregated into three types of assets, i.e., equipment, residential structures, and non-residential structures, according to WORLDKLEMS. Detailed procedures to create the datase have been documented in:<em>Ye, Q., Krol, M.S., Shan, Y.*, Schyns, J.F., Berger, M. and Hubacek, K.* Allocating capital-associated CO2 emissions along full lifespan of capital investments helps re-assessing emission responsibilities. (in submission)</em> You are more than welcome to contact the authors if you meet any problems or have any questions regarding the dataset.
DOI: 10.6084/m9.figshare.27273567.v1
title: Remote sensing reveals inter- and intraspecific variation in riparian cottonwood (<i>Populus</i> spp) response to drought

description: Leaf reflectance data and UAV thermal data used in Remote sensing reveals inter- and intraspecific variation in riparian cottonwood (<i>Populus</i> spp) response to drought
DOI: 10.6084/m9.figshare.7728608.v1
title: Cucurbita argyrosperma subsp. argyrosperma genome assembly

description: Cucurbita argyrosperma ssp. argyrosperma genome assembly.Compressed file that includes:<br>- Genome assembly of the organelles and the nucleus (FASTA format).- Gene model predictions of the protein-coding genes, lincRNAs and tRNAs (GFF3 format).- Proteins, transcripts and CDS of the predicted gene models (FASTA format).- Functional annotation of the protein-coding genes using InterProScan and BLASTp against Swiss-Prot.- RNAseq information, including the SRA accesions, the raw read counts and the FPKM count per gene.
DOI: 10.15482/usda.adc/1518905
title: Data from: Draft Genome Assembly of Passalora sequoiae a Needle Blight Pathogen on Leyland Cypress
DOI: 10.6084/m9.figshare.24885012.v3
title: Tabla 3. Final games

description: This is a data results investigation
DOI: 10.6084/m9.figshare.28140884.v1
title: Data_Hyunmin_Jung

description: Quarterly data spans from 1987 Q1 to 2023 Q2 whereas monthly data spans from January 1987 to June 2023.
DOI: 10.6084/m9.figshare.28784765.v1
title: HADS Ribosomal Protein L14 Phylogeography with EcoPhylo

description: The output of the EcoPhylo analysis of the phylogeography of the Ribosomal Protein L14 across HADS metagenomes. Please see the following URL for more information:https://merenlab.org/data/hads
DOI: 10.6084/m9.figshare.21029854.v2
title: GWAS result

description: The results of metabolite-genome associations analysis
DOI: 10.6084/m9.figshare.24233629.v20
title: <b>Unlocking Optimal ORM Database Designs: Accelerated Tradeoff Analysis with Transformers</b>

description: Optimizing object-relational database mapping (ORM) design is essential for software system performance. However, current ORM design tools widely used in practice offer limited support for evaluating performance implications. State-of-the-art relying on systematic tradeoff analysis provides greater assistance but becomes impractical for large-scale, real-world systems. In this paper, we introduce an innovative solution grounded in machine learning to efficiently and scalably identify optimal ORM database tradeoffs.Our approach involves training a transformer model using a dataset of formally analyzed object-relational database designs to identify Pareto-optimal design tradeoffs, significantly reducing the number of design candidates. The extensive experiments across various software database systems demonstrate the high effectiveness of the approach in identifying optimal design alternatives overlooked by leading ORM tools. Additionally, our results show a remarkable 98.21 % improvement in analysis efficiency compared to the current state-of-the-art, reducing tradeoff analysis time from over 15 days to around 18 minutes on average.<br><br>
DOI: 10.6084/m9.figshare.21608814.v1
title: Design and Implementation of Computerized Student Information System

description: Over the years sorting of students information has been a thing of concern as it is done manually. Students file which are scattered all over the place will have to be thoroughly searched for particular information to be retrieved, this have caused some of the files to be tattered. This application will focus on the management of student’s information of computer science and information technology department. Once a student is enrolled his or her information will be stored in the student database. This information will include student’s name, registration number, and state of origin, grade point and exam scores. The objective of the study is to design and implement a student information management system for computer science and information technology department to automate selected processes it in the Student Record System. Especially the study aims to: 1. Analyse the current student; 2. Design and developed a system that will meet the user requirements that will be scalable and intelligent in nature and 3. Conduct a testing using a test edition of the developed system with the end-users to ascertain the efficiency, scalability and intelligence of the system. <br> <br> <br>
DOI: 10.6084/m9.figshare.21716687.v3
title: Pythons data and R script

description: Python data and R script for analyses.
DOI: 10.6084/m9.figshare.26964808.v1
title: Data and R code of major analysis

description: <b>Statistical analysis of the relationship between climate, weather and COVID and Spanish cultural heritage tourism</b>
DOI: 10.17632/rf98wbhzgf
title: The regulatory landscape of 5′ UTRs in translational control during zebrafish embryogenesis

description: The Mendeley Repository folder contains the following:
- FIJI macro for automated image analysis (related to figures 2 and 7)
- Excel sheets with normalized fluorescence intensity calculations (related to figures 2 and 7)
- Updated DaniO5P model weights and contributions
- NUPACK structure calculations
- All 5' UTR sequences recovered before filtering steps (mentioned in the methods section), which includes 5' UTRs that were not assayed, for the interested reader 
- Files outputted by next-generation sequencing alignments (deduplicated, mapped reads), used for reporter TPM calculations
- The sequence of the plasmid used for cloning the MPRA library

Raw imaging data can be found in the Zenodo files:
- Zenodo DOI 10.5281/zenodo.13302259 ; related to Figure 2
- Zenodo DOI 10.5281/zenodo.13304863 ; related to Figure 2 
- Zenodo DOI 10.5281/zenodo.13304891 ; related to Figure 7
- Zenodo DOI 10.5281/zenodo.13304907 ; related to Figure 7