cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25832614.v2
title: InterMat-data

description: Interfaces are critical for a variety of technological applications including semiconductor transistors and diodes, solid-state lighting devices, solar-cells, data-storage and battery applications. While interfaces are ubiquitous, predicting even basic interface properties from bulk data or chemical models remains challenging. Furthermore, the continued scaling of devices towards the atomic limit makes interface properties even more important. There have been numerous scientific efforts to model interfaces with a variety of techniques including density functional theory (DFT), force-field (FF), tight-binding, TCAD and machine learning (ML) techniques. However, to the best of our knowledge, there is no systematic investigation of interfaces for a large class of structural variety and chemical compositions. Most of the previous efforts focus on a limited number of interfaces, and hence there is a need for a dedicated infrastructure for data-driven interface materials design.The Interface materials design (InterMat) package (https://doi.org/10.1039/D4DD00031E) introduces a multi-scale and data-driven approach for material interface/heterostructure design. This package allows:Generation of an atomistic interface geometry given two similar or different materials,Performing calculations using multi-scale methods such as DFT, MD/FF, ML, TB, QMC, TCAD etc.,analyzing properties such as equilibrium geometries, energetics, work functions, ionization potentials, electron affinities, band offsets, carrier effective masses, mobilities, and thermal conductivities, classification of heterojunctions, benchmarking calculated properties with experiments,training machine learning models especially to accelerate interface design.<br>
DOI: 10.6084/m9.figshare.27907821.v1
title: Supplementary file _All genes within delta-SNP index locating.txt

description: To uncover the resistance related factors of pyridaben resistance trait in <i>P. citri</i>, Bulked segregant analysis was performed. The DNA samples were extracted from Lab_S and Pyr_R strains and were used as the parental pools. Meanwhile, DNA samples of Pyr_Control and Pyr_Rs were prepared for offspring pools. 625 delta SNPs were identified and these SNP located in different genes. All genes were shown in these file.
DOI: 10.6084/m9.figshare.27965832.v2
title: GloRice(I): Gridded 5-arcmin paddy rice annual distribution maps for the years 1961 to 2021

description: This comprehensive dataset documents the global gridded distributions of rice harvested and physical area spanning from 1961 to 2021, associated with this paper: Xie H, Li J, Li T, Lu X, Hu Q, Qin Z. GloRice, a global rice database (v1.0): I. Gridded paddy rice annual distribution from 1961 to 2021.
DOI: 10.6084/m9.figshare.12148665.v1
title: Gonzalez 2020

description: Dataset supporting the publication
DOI: 10.6084/m9.figshare.19160846.v1
title: Dimensions of preprocessed EEG datasets for developing feature extractor

description: This excel file included dimensions of preprocessed EEG datasets for developing feature extractor.
DOI: 10.6084/m9.figshare.22696309.v1
title: Ketamine evoked disruption of entorhinal and hippocampal spatial maps

description: <em>Companion code located at https://github.com/GiocomoLab/Masuda_et_al_2023</em> MEC_Neuropixels.zip <em>MEC spike times and behavior from acute Neuropixels insertions during a 1D VR linear track task</em> File names: [animal name]_[date]_baseline1_controlinjx1_ketamine1fr_corr.mat lickt = lick timestamps, of IR beam breaks lickx = position of animal at lick times post = timestamps of 50 Hz VR frames posx = position of animal at each VR frame speed = speed of animal at each VR frame trial = trial at each VR frame spike_depth: depth along electrode of peak channel of each cell all_cellCorrScore = correlation score between a trial and the baseline spatial template all_cellStabilityScore = spatial stability for each cell on each trial all_corrmatrix = firing correlation of each cell between each pair of trials all_drugEffectScores = [ketamine FR diff, control FR diff, ketamine FR effect score, ketamine corr effect score, spike depth] for each cell FR effect score = the ratio ketamine vs control of the differences between the avg FR of the pre-injection trials and the the avg FR of the equivalent number of trials post-injection corr effect score = difference between the average of the corrScore in the 25 trials before ketamine and the average of the corrScore in the 25 trials after ketamine appication all_fr = mean firing rate per cell per trial per spatial bin all_fr_smoothed = save as all_fr, smoothed with Gaussian kernel all_frTime = firing rate of each cell averaged over each VR frame all_peakiness = mean crest factor of each cell all_spatialinfo = mean spatial information of each cell all_spatialInfoCurve = spatial information of each cell on each trial all_spike_idx = spike times for each cell, in VR bins all_waveforms = waveforms of each cell avg_all_cellCorrScore = avarge cellCorrScores curves for each trial avg_all_corrmatrix = trial by trial correlation for all cells avg_all_fr: mean firing rate per position bin per trial over all cells avg_cell_fr: mean firing rate over full session per cell CA1_miniscope.zip <em>CA1 calcium transients from 1-photon imaging during a freely moving context exploration</em> Folder names: M[mouse number][F for female, nothing for male] behavIndividualsf.mat neuronIndivisualsf.mat sessions.mat thresh.mat
DOI: 10.6084/m9.figshare.6554606.v4
title: Energy from Waste (EfW) Ontology - Snapshots & Supplemental Information

description: <i>Energy from Waste</i> (EfW) Ontology - snapshotsScreenshots of first working prototype for corresponding Digital Business Ecosystem
DOI: 10.6084/m9.figshare.91322.v1
title: Quantum model for the O-Cu-O cluster inside YBCO superconductor

description: We study a simple quantum model for the O-Cu-O cluster inside the YBCO superconductor. First we reproduce PRL 68, 3236 and J. Sup. Nov. Mag. 20, 603. Afterwards we will study a reigmen with slower hopping electrons (i. e. larger interatomic distances) which could be related to other compounds.
DOI: 10.6084/m9.figshare.20315394.v4
title: Instances of "The Capacitated Family Traveling Salesperson Problem"

description: Instances of the "The Capacitated Family Traveling Salesperson Problem". Abstract: This paper addresses the Capacitated Family Traveling Salesperson Problem (CFTSP), a variant of the Family Traveling Salesperson Problem. In the CFTSP, the nodes of a graph are partitioned into disjoint families; the problem is to visit a given quantity of nodes of each family by using a set of capacitated agents to minimize the total distance traveled by the agents. No agent exceeds its capacity in a feasible solution, and the required number of nodes for each family is visited. We propose two integer linear programming formulations for the CFTSP and show that commercial solvers achieve optimal solutions for small instances. As an alternative, we propose a Biased Random-Key Genetic Algorithm with four decodification algorithms that find high-quality, optimal, or near-optimal solutions in short computational times. Experimental results obtained by exact and non-exact methods are presented and compared.
DOI: 10.6084/m9.figshare.20493417.v3
title: Lycopodium clavatum genome annotation

description: Lycopodium clavatum genome annotation files:cds,pep and gff
DOI: 10.6084/m9.figshare.26509543.v2
title: Coupling lake nitrogen removal and watershed management to improve global water quality

description: Source data and code for article "Coupling lake nitrogen removal and watershed management to improve global water quality"
DOI: 10.6084/m9.figshare.10246826.v3
title: Victorian insect COI sequences

description: A FASTA file containing Cytochrome Oxidase I (COI) sequences for insect species found in Victoria, Australia. It includes both mosquito and biting midge species.
DOI: 10.6084/m9.figshare.18014312.v1
title: Supplementary Data supporting 'Grouping behaviour impacts on the parasitic pressure and squamation of sharks' Humberto G. Ferrón and José F. Palacios-Abella

description: Supplementary Data 1. R code and associated files.<br>
DOI: 10.15151/esrf-es-2113790012
title: Italian CryoEM Bag II (ICB-II)

description: This BAG application builds on the development of single particle cryoEM in the Italian Structural Biology community, as in Italy there is no top-end instrument isopen to rhe structural biology community.
The groups in this application have acquired know-how in cryoEM through international collaborations or by acquiring medium-level in-house equipment. Access tothe CM01 beamline at the ESRF since August 2020 has allowed the development of projects from groups that do not have in-house equipment that resulted inpaper in publication on Nucleic Acid Research NAR.
We now have six screening microscopes in Italy and two more are being funded, making the access to CM01 more demanded and relevant for high-resolution
data and, consequently high profile publications
DOI: 10.6084/m9.figshare.12075009.v1
title: A synthesis of the effects of livestock grazing on biodiversity from studies across the world

description: There are two files that contain the information extracted from each study. The first file contains all the meta-data associated with each study, such as the author names, article title, and general information about the study (e.g. GPS coordinates, livestock species). The second file has all the information extracted from the studies including the responding species, different sites, and effect estimates. We found from this meta-analysis that livestock negatively affected animals both for abundance and diversity. Details about the study and trends can be found in the published study in Ecology Letters. All code used to extract and analyze the data can be found at the GitHub repository.
DOI: 10.6084/m9.figshare.22718668.v1
title: Embeddings for the 116k materials obtained from pretrained MatBERT.

description: Two .h5 files contain the tables for 116k materials and their output embeddings processed by the matBERT model.
DOI: 10.6084/m9.figshare.26299414.v1
title: <b>Response of Fe or P-limited Crocosphaera to ocean acidification.xlsx</b>

description: The dataset includes basic physiology, Fe Light & dark period parameters, and chemostat P contents of Fe or P-limited unicellular nitrogen-fixing cyanobacteria <i>Crocosphaera </i>in response to ocean acidification.
DOI: 10.6084/m9.figshare.7695662.v1
title: GPR dataset acquired around the 2014 margin of Norway's Midtdalsbreen glacier

description: This archive contains raw ground-penetrating radar data from around the margins of Norway's Midtdalsbreen glacier, acquired in spring 2014. The data are archived in support of the paper "Pervasive cold-ice within a temperate glacier - implications for glacier thermal regime, sediment transport and foreland geomorphology", published in The Cryosphere in 2019 by Reinardy <i>et al</i>..<br>All data were acquired with a Mala 50 MHz Rough Terrain Antenna. Each data file is fully documented in the supporting information, and contains the necessary header and positional information both to replicate and develop the analysis performed. <br>For any information about the data, and advice about using it, please contact Adam Booth at the University of Leeds (a.d.booth@leeds.ac.uk).
DOI: 10.17632/26ykd8gnct
title: HCT116 MCM10 RNF4 Chromosomal Microarray Analysis

description: For CNV analyses, cells were submitted to the UMGC for DNA extraction and chromosomal microarray analysis (CMA). Microarrays were carried out in HCT116 WT, MCM10+/- Clone 8, RNF4-/- Clone 3, MCM10+/-:RNF4-/- Clone 8-4, and MCM10+/-:RNF4-/- 8-4 complemented with HA-RNF4 Clone F for one biological replicate. CMA was performed with the Infinium CytoSNP-850K v1.2 Beadchip (Illumina), according to the manufacturer’s instructions. The array contains approximately 850,000 single nucleotide polymorphisms (SNPs) markers spanning the entire genome with an average probe spacing of 1.8 kb. The data was analyzed using GenomeStudio Data Analysis Software version 2.0.5 based on the reference human genome (hg19/GRCh37). To generate a list of all CNV regions (CNVRs) between two cell lines, R Statistical Software (version 4.1.2; R Core Team 2021) was used with the handyCNV R package (version 1.1.7). For the different cell line comparisons, each identified CNVR was manually verified as a true CNV event by inspecting both the B allele frequency and log R ratio plots at the specified genomic locus in GenomeStudio (Figure 5c-d). True CNV events show changes in both the B allele frequency and log R ratio plots which measure the genotypes and signal intensity, respectively, for each SNP marker in the Beadchip array.
DOI: 10.6084/m9.figshare.14371406.v1
title: Date.xlsx

description: Data was extracted from meta-analysis literature. Two researchers used a double-blind method to extract the relevant indicators. The criteria were: (1) general information: title, author, publication period; (2) experimental characteristics: subjects of study, intervention measures, sample size, age, intervention period and frequency; (3) outcome indicators.
DOI: 10.6084/m9.figshare.7290149.v1
title: Lionfish metapopulation paper - Patch survey data

description: Physical characteristics and occupancy of reef patches by lionfish
DOI: 10.17632/zkbt83hvgz
title: Konflik Dan Penyelesaian Sengketa Tanah Pelaba Di Desa Adat Kerobokan Kabupaten Badung Perspektif Hukum Adat Bali

description: Pengelolaan  tanah  yang  dilakukan  oleh  masyarakat  terkadang  dapat  menimbulkan  suatu  konflik  yaitu perbedaan  pendapat  diantara  dua  pihak  atau  lebih  yang  memperebutkan  satu  objek  yang  sama.  Faktor terjadinya  konflik  yaitu,  faktor  hukumnya,  faktor  penegak  hukum,  faktor  sarana  atau  fasilitas  yang mendukung penegakan hukum, faktor masyarakat, dan faktor kebudayaan. Cara penyelesaian sengketa ada dua  litigasi  dan  non  litigasi yang  dibagi  menjadi  empat  yaitu:  konsultasi,  negosiasi,  mediasi,  dan konsiliasi.Penelitian  ini  bersifat  hukum  empiris  yakni  berdasarkan  gejala  yang  terjadi  di  masyarakat.  Dan menjelaskan  secara  jelas  terkait  gejala  yang  terjadi  dimana  dalam  mengumpulkan  informasi  dilapangan penulis menggunakan teknik bola salju serta mengolah data yang didapatkan secara kualitatif dengan lebih mengutamakan  analisan  dan  deskriptif  nerdasarkan  hukum  yang  berlaku dan  teori-teori  yang  relevan. Konflik  tanah  pelaba  di  Desa  Adat  Kerobokan  Kabupaten  Badung,  disebabkan  oleh  faktor  eksternal  atau manusia   yaitu   adanya   kerugian   yang   dialami   oleh   salah   satu   pihak,   adanya   perbedaan   pendapat, kepentingan  antara  pihak  satu  dengan  yang  lainnya  dan  adanya  penyalahgunaan  kekuasaan.  Upaya  dan penyelesaian  sengketa  tanah  pelaba  di  Desa  Adat  Kerobokan  oleh  Bandesa  Adat  Kerobokan  yaitu: menggunakan  cara non-litigasi  dimana  penyelesaian  sengketanya  dilakukan  diluar  pengadilan  dengan  cara mediasi  dan  konsiliasi.  Dimana  dalam  penyelesaian  sengketa  diselesaikan  melalui  paruman  desa  dengan menghadiri  pihak  yang  bersengketa  dan  para  saksi  dimana  peran  dari  Bandesa  Adat  Kerobokan  sebagai pihak ketiga antara pihak yang bersengketa.
DOI: 10.6084/m9.figshare.25442425.v1
title: <b>The Role of TLC, RDW and ESR in Predicting Short-Term Prognosis among Admitted Patients with Acute Ischemic Stroke: Insights from a Cross-Sectional Study</b>

description: A descriptive cross-sectional study was conducted in a tertiary center after ethical approval from the Institutional Review Committee. The study period spanned from 18<sup>th </sup>April 2022 to 17<sup>th</sup> June 2023, a period of 14 months. 136 patients diagnosed with acute ischemic stroke with total leucocyte count (TLC), red cell distribution width (RDW), erythrocyte sedimentation rate (ESR), National Institutes of Health Stroke Scale (NIHSS) and modified Rankin Scale (mRS) were included in the study after fulfilling the inclusion criteria. The modified Rankin Scale (mRS) was obtained 28 days following admission. Data was collected and analyzed through Microsoft Excel 365 and SPSS version 22. Spearman Correlation and multivariate regression analysis were used to analyze the association.
DOI: 10.17632/jxynk5xbb8
title: Inoculation Powder Segmentation Dataset

description: This dataset, Inoculation Powder Segmentation Dataset (IPSD), contains a collection of images captured during the casting and inoculant powder spraying process in an industrial production line. The main objective of this dataset is to offer valuable resources for training artificial intelligence models aimed at real-time monitoring of the inoculation process in the casting industry.
The IPSD consists of 4,286 images, each with a resolution of 512 × 512 pixels. These images are meticulously annotated with two distinct classes: powder and background. The segmentation of these classes was performed by human experts to ensure the accuracy and reliability of the dataset. This careful annotation process is crucial for the successful training of machine learning models designed to distinguish between inoculant powder and background objects in the images.
Additionally, the dataset provides a wide range of images captured under various conditions, which can help improve the robustness of models when applied to real-world scenarios. The dataset has been carefully curated to include high-quality images that reflect the complexity and variability of the casting process, ensuring that the models trained on this data can generalize well to different operational environments.
DOI: 10.17632/kch8f4smtw
title: Corpus Minangkabau

description: In the development of language technologies such as machine translation, speech recognition, and others, the language corpus is very important as a source of training data. By having a corpus of Minangkabau and Indonesian languages, language technology developers can build models and systems that are more accurate and effective. 
Data for the corpus is collected from a variety of sources, including a number of websites and books that provide information in Minangkabau and Indonesian. Up to 520 Minangkabau and Indonesian sentences have been compiled in the data you want to publish, all of which are presented as rhymes and poetry.
DOI: 10.25398/rd.northumbria.25783284.v1
title: Cross-sectional survey of students in the North East of England raw data anonymised.xlsx

description: A cross-sectional, mixed methods online survey was deployed to students in five universities in the NE. The survey explored whether students changed behaviour at university, what they changed and why they changed. Their engagement in physical activity, smoking, diet (consumption of fruit and vegetables) and alcohol consumption was assessed.
DOI: 10.6084/m9.figshare.14115566.v1
title: Annual aboveground biomass maps in the Brazilian Amazon during 2010-2019

description: The annual aboveground biomass data product was derived from the Soil Moisture and Ocean Salinity (SMOS) passive microwave satellite images L-VOD ascending product developed by the French National Institute for Agricultural Research (INRAE) and Center for the Study of the Biosphere from Space (CESBIO).
DOI: 10.6084/m9.figshare.22251274.v5
title: Grassland Aboveground Biomass Mapping Dataset

description: This dataset corresponds to the article, 'Towards Prediction and Mapping of Grassland Aboveground Biomass using Handheld LiDAR'. <br> This dataset consist of: 1. An R script for the Random Forest model. 2. A table containing fifteen metrics with corresponding biomass values for the 30 retrieved samples. 3. An ArcGIS project package with the AGB maps, sample locations, OBIA segments, processed point cloud, and Canopy Height Model. 4. An AGB map. 5. Handheld-LiDAR collection video recordings of area A and B, looped and zigzag trajectory. <br>
DOI: 10.5522/04/19085834.v1
title: The TAWOS dataset

description: TAWOS (Peacock in Farsi and Arabic) is a dataset of agile open-source software project issues mined from Jira repositories including many descriptive features (raw and derived). The dataset aims to be all-inclusive, making it well-suited to several research avenues, and cross-analyses therein. This dataset is described and presented in the paper "A Versatile Dataset of Agile Open Source Software Projects" authored by Vali Tawosi, Afnan Al-Subaihin, Rebecca Moussa and Federica Sarro. The paper is accepted at the 2022 Mining Software Repositories (MSR) conference. Citation information will be available soon. For further information please refer to "https://github.com/SOLAR-group/TAWOS".<br>
DOI: 10.6084/m9.figshare.14784237.v1
title: Sampling location and water quality.xlsx

description: This dataset is the groundwater monitoring result conducted in Bantul District, Special Region of Yogyakarta (SRY) Province, Indonesia in 2020. The water samples were taken from several household drinking water wells and measured for several parameters such as E. coli, total coliform, turbidity, and total iron. Several environmental conditions surrounding the sources were also observed such as topography, well type, sanitation facility, distance between a well and a sanitation facility, and aquifer source. The monitoring was conducted during rainy season (November to December).
DOI: 10.6084/m9.figshare.15087639.v4
title: Dataset for the PZ effect

description: This dataset is for the paper " <b>N</b><b>umerical Simulation of Electromagnetic Responses to An Earthquake Source Due to the </b><b>Piezoelectric Effect of </b><b>‘∞</b><b><i>m’</i></b><b> </b><b>Symmetry</b> ".