cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4588683
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 10

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.5281/zenodo.4588694
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 40

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.5281/zenodo.4588693
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 40

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.5281/zenodo.4588714
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 41

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.5281/zenodo.4588713
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 41

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.17632/k75pzjbd49.1
title: Village-level Nearshore Fish Landings for Kolono and Kolono Timur Districts of Southeast Sulawesi

description: This dataset contains (1) landings data for small-scale fishers (1GT or less boats or fish fence operators) in a nearshore fishery in Southeast Sulawesi, namely 9 villages in Kolono Bay, Kabupaten Konawe Selatan) and (2) a pdf map of the study area and fishing grounds grouped into geographical sectors. The dataset was generated during a Fulbright Student Research grant funded project. It was conducted as a demonstration project of how coral fisheries data can be collected on an ecosystem-scale (eg: all the villages hugging a bay, all the villages on an island). Sulawesi is a reef and nearshore fish biodiversity hotspot. Yet the state of local catch and fish stock information is considered data-poor. The provincial government gathers weekly data for 3GT+ boats that fish 1km+ offshore but it does not record catch of operators of the 1GT or less boats or beach-based fish fences, which contributes to regional fish consumption and market and restaurant sales. Data collection for this dataset ran from November 2019 to March 2020, a time stretch matching the annual western monsoon. Each month, catch was recorded for 72 fishing trips across the 9 villages. Villages were grouped into 6 survey areas as four of the villages had few active fishers and so were grouped into a single survey area. Catch was sampled twice a month: once in the week around the full moon and once during one of the three other weeks a month that local fishers distinguish as “dark moon” periods with different fishery productivity. Each sample period, catch was recorded for 12 fishing trips in a survey area: 4 samples for each of the three main local area gear types – net, handline and fish fence. Fish landings were recorded using local names, identified to lowest possible taxon (species and occasionally genus) as shown in the Fish of Southeast Sulawesi guide that author Melati Kaye published with others. They compiled the book using a method that combined photograph identification and verification against FishBase database (www.fishbase.org). With consideration to fishers’ privacy, fisher names are cloaked in this dataset. Their fishing grounds are grouped into geographical sectors whose coordinates are stored in the shared data table and pdf map.
DOI: 10.17632/tyxh2mc4gn.1
title: Pressure test data set

description: Perform jMeter tests on three versions of the same system with different architectures. The data set includes the changes in concurrency in the stress test and the stress test results (response time and system throughput)
DOI: 10.17632/prdnmt8zh4.1
title: IndoorTanning_DepressionAnxiety_SupplementaryMaterials

description: Supplementary methods, table, and figure for manuscript titled "Indoor tanning early in life is associated with increased risk of anxiety and depression later in life".
DOI: 10.17632/m8j8tdtp29.1
title: Vertical motion and exhumation of a crustal-scale strike-slip shear belt in the SE Asia

description: This archive contains three data tables, the first one is zircon U-Pb dating results, and the second one is Ar-Ar dating results for hornblende, muscovite, K-feldspar. The results of age dating revealed that both the unfoliated and foliated granitic intrusions were emplaced between 112 and 125 Ma, post-magmatic melting occurred from the Early Oligocene (ca. 35 Ma), and subsequent cooling occurred into the Mid-Miocene (ca. 13 Ma). The last one is EPMA analysis results for hornblende and plagioclase, according to the pressure of the emplacement of the samples, the average emplacement depth of the Early Cretaceous granitic intrusions revealed that at least 15 km of footwall of the GLG-SZ must have been removed by vertical motion (tectonic unroofing or surface erosion and denudation) during shearing.
DOI: 10.17632/hwtd7n6wxv.1
title: Verification of CRISPR editing and finding transgenic inserts by Xdrop™ Indirect sequence capture followed by short- and long- read sequencing

description: Two reconstructed APOE reference loci on GRCh38.p13 Chr19:44,900,000-44,920,000 including corresponding pEasy Flox fragments of 3.4 kb and 4.4 kb. A reconstructed Pax8-CreERT2 reference loci on GRCm38.p6 chr1: 93570239-93676772.
DOI: 10.17632/ym5jp2nyf3.2
title: Code and data of the paper "Effects of widespread non-native trees on regulating ecosystem services"

description: Data and codes used to produce the following manuscript by Pilar Castro-Diez et al (2021). Effects of widespread non-native trees on regulating ecosystem services Science of the Total Environment (https://doi.org/10.1016/j.scitotenv.2021.146141). The file "README_code_data.docx" describes the content of folders and files.
DOI: 10.5281/zenodo.4588716
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 42

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.5281/zenodo.4588715
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 42

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.17632/ps24sw95gz.1
title: Determination of the g-, hyperfine coupling- and zero-field splitting tensors in EPR and ENDOR: Matlab codes

description: Three MatLab codes based on established theory and first-order perturbation methods were prepared to compute the g, zero-field splitting (zfs) and hyperfine coupling (hfc) tensors from roadmaps obtained by Electron Paramagnetic Resonance (EPR) or Electron Nuclear Double Resonance (ENDOR) measurements on crystals containing trapped free radicals (electron spin S=½) or triplet state molecules (S=1). Schonland’s original method (I) was used to compute the g- and hfc -tensors by a least-squares fit to the experimental data in each crystal plane. The modifications required for the analysis of the zfs of radical pairs with S = 1 were accounted for. A non-linear fit was employed in a second code (II) to obtain the hfc -tensor from EPR measurements on free radicals, taking the nuclear Zeeman interaction of nuclear spin with I = ½ into account. A previously developed method to calculate the g- and hfc -tensors of organic radicals was extended in the third code (III) to allow analysis of triplet state species. A simultaneous fit to all data was employed to obtain the tensors. The validity of all three methods was examined by comparison with results obtained experimentally, and by comparing with roadmaps computed by exact diagonalization methods. Input examples and source codes can be downloaded. By using the available functions for regression and error analysis the number of program lines was reduced to ca 200, i.e. by an order of magnitude in comparison with older software. The source and executables of the old programs are either unavailable or in obsolete code, indicating that software in traditional languages may no longer be maintained. Codes developed in specialized laboratories are not easily available. The software presented in this work might therefore be of interest for the analysis of EPR and ENDOR single crystal data, particularly for organic paramagnetic species with S=½ and S=1 states. Code (III) is generally applicable, codes (I) and (II) are developed for special cases described in the computer codes. The roadmaps gALA_x, y, z, Laspexp_a, b, c, RPmT_X, Y, Z are intended for testing of the codes (I) and (III), ALFAMTHX, Y, Z for code (II). The roadmaps should be stored on the computer. All data are entered interactively by responding to each issue on the screen. MatLab and Easyspin software must be installed separately.
DOI: 10.17632/4btmgzdm27.1
title: Data sets of isotopes of soil in Minqin oasis

description: From April to October 2019, representative farmland was selected to monitor soil water isotope data in Minqin Oasis.The samples were collected once every 7 days. In case of rainfall, the samples should be collected continuously for 3 days, and the samples should be collected intensively before and after irrigation, once before irrigation, and continuously for 5 days after irrigation. In addition, the soil with or without plastic film cover was sampled monthly during the observation period.
DOI: 10.17632/88vvxk4ydp.1
title: Dataset of Historical Elections in Catalonia (DHEC)

description: The Dataset of Historical Elections in Catalonia Catalonia (DHEC), a unique and newly collected dataset that sheds light on micro-level historical electoral records in Catalonia. The DHEC contains electoral data both at the census-tract and municipality-level for all elections comprised between the enactment of universal male suffrage (1890) until a military coup put an end to regular elections (1923). It also contains Geographic Information System (GIS) data referring to municipality-level and electoral district-level divisions throughout the period.
DOI: 10.17632/xxsdzhwct8.1
title: Birds of prey movement in agricultural landscape of Estonia

description: Movement of thirty individuals of adult birds of prey (Lesser Spotted Eagle, Common Buzzard, Northern Goshawk) in agricultural landscape near Tartu (Estonia) in 2019. Raw dataset, mentioned as dataset1 in "Movements of birds of prey reveal the importance of small woods and forest edges in agricultural landscapes" by Mirski P. and Väli Ü.
DOI: 10.17632/ymrzd8j2r5.2
title: Data for Design of porthole aluminium extrusion dies through mathematical formulation

description: A mathematical approach to solve the porthole die design problem is achieved by statistical analysis of a large amount of geometric data of successful porthole die designs. Linear and logarithmic regression are used to analyse geometrical data of 596 different ports from 88 first trial dies. Non-significant variables or high correlated variables are discarded according to knowledge of the extrusion process and statistical criteria. This investigation focuses on a validation model for a typical case of porthole dies: four cavities and four ports per cavity dies. This mathematical formulation is a way of summarizing in a single expression the experience accumulated in a large number of designs over time. From 88 tried and tested four cavities and four ports per cavity porthole die designs, a huge number of geometrical variables of ports geometry and profiles geometries are analysed. Two files are provided: an SPSS data file and an SPSS result file
DOI: 10.17632/ndrczc35bt.2
title: HANDS: a dataset of static Hand-Gestures for Human-Robot Interaction

description: The HANDS dataset has been created for human-robot interaction research, and it is composed of spatially and temporally aligned RGB and Depth frames. It contains 12 static single-hand gestures performed with both the right-hand and the left-hand, and 3 static two-hands gestures for a total of 29 unique classes. Five subjects (2 females and 3 males) performed the gestures, each of them with a different background and light conditions. For each subject, 150 RGB frames and their corresponding 150 depth frames per gesture have been collected, for a total of 2400 RGB frames and 2400 depth frames per subject. Data has been collected using a Kinect v2 camera intrinsically calibrated to spatially align RGB data to depth data. The temporal alignment has been performed offline using MATLAB, aligning frames with a maximum temporal distance of 66 ms. We provide our MATLAB scripts to process similar rosbags and align the streams, elaborate a MATLAB Labeling Session, and create the same Annotation files we provide. For users who want to use the annotated data for research, we also provide a Python script showing how to convert the Annotation files into a TensorFlow record. The data is valuable for the field of Computer Vision, especially for the tasks of hand-gesture recognition, human-machine interaction, and hand-pose recognition. The dataset can be used to train Deep Learning models to recognize the gestures in the dataset using only a single modality (RGB or depth) or both at the same time. It is also useful as a reference dataset for benchmarking models. If you use this dataset for your work, please cite the related papers: - https://doi.org/10.1016/j.dib.2021.106791 - https://doi.org/10.1016/j.rcim.2020.102085
DOI: 10.17632/k82c39phfd.1
title: Data sets of stable isotope in precipitation and surface water in the upper reaches of Shiyang River

description: The upper reaches of the Shiyang River on the northern slope of the Qilian Mountains, with an altitude ranging from 1,531m to 3,553m, is located in a cold and arid area. From October 2016 to October 2020, we set up 6 sampling points (P1-P6) in this area, collected 863 precipitation samples, and 432 valid surface water samples (S1-S5). The precipitation samples are collected in time after each precipitation time, and the surface water samples are collected once a month.
DOI: 10.17632/ywhmbnzvmx.2
title: Dataset of sentences annotated with complex words and their synonyms to support lexical simplification

description: These datasets are part of the EASIER corpus and include instances to evaluate the Generation and Selection tasks pertaining to lexical simplification. These datasets consist of a target word and proposed synonyms, along with their necessary metadata, such as the sentence in which the word appears and start and end offsets to locate it. The smallest dataset contains 575 instances in which a word contains three proposed substitutes, while the full dataset contains over 5000 instances with at least one proposed substitute. For more information, address our git repository https://github.com/LURMORENO/EASIER_CORPUS
DOI: 10.17632/w5gfs9mdrr.1
title: A hominoid-specific endogenous retrovirus has rewired the gene regulatory network shared between primordial germ cells and naïve pluripotent cells

description: Although the gene regulatory networks of germ cells are critical for gamete integrity, these networks have been diversified during mammalian evolution. Here, we show that numerous copies of LTR5_Hs, a hominoid-specific endogenous retrovirus (ERV), function as enhancers in both human primordial germ cells (PGCs) and naïve pluripotent cells. Multiomics analysis suggested that PGCs and naïve pluripotent cells exhibit a similar transcriptome signature, and enhancers derived from LTR5_Hs contribute to establishing such similarity. LTR5_Hs appears to be activated by transcription factors critical in both cell types (KLF4, TFAP2C, NANOG, and CBFA2T2). Comparative transcriptome analysis between humans and macaques suggested that the expression of many genes in PGCs and naïve pluripotent cells has been upregulated by LTR5_Hs insertions in the hominoid lineage. Together, this study suggests that LTR5_Hs insertions have rewired and finetuned the gene regulatory network shared between PGCs and naïve pluripotent cells during hominoid evolution.
DOI: 10.17632/tkfj9j7z2m.1
title: e-RFIDuino

description: Series of ino libaries to run the e-RFIDuino datalogger
DOI: 10.5281/zenodo.4588718
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 43

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.17632/b72gn9tjn7.1
title: AFES-Venus Lower Atmosphere data

description: The data set is composed of zonal wind (U), meridional wind (V), omega velocity (OMG), and temperature (T) at 35–65 km altitudes. One can reproduce our results by GrADs.
DOI: 10.5281/zenodo.4588717
title: PROGRAMS project. Machine tool data from Aurrenak S. Coop. on 2020 Week 43

description: These data were collected from FIDIA machine tool controller during milling operation.
DOI: 10.17632/ktt5t9gsnk.1
title: 4D movie audiences' emotional responses to motion effects and empathy

description: The emotional responses elicited by 4D movie clips (movie clips + pitch motion effect) was investigated. To investigate the empathy effect to emotional responses, the group of participants was divided according to their empathy level (low/high). There were five movie clips, which all participants watched. The level of pitch motion effect (angle) was three, and it was divided into those that do not provide motion effects (0), and those that provide motion effects (5, 10). Thirteen emotional responses were investigated after participants watched each 4D movie clip.
DOI: 10.17632/vj9tskkvks.1
title: SIS-seq data and analysis

description: Holds the processed data and analysis scripts for paper "Clonal multi-omics approaches reveal Bcor as a negative regulator of emergency dendritic cell development" Despite advances in single cell multi-omics, a single stem or progenitor cell can only be tested once. We have developed ‘clonal multi-omics’, where daughters of a clone act as surrogates of the founder, thereby allowing multiple independent assays per clone. With SIS-seq, clonal siblings are examined in parallel ‘SISter’ assays for gene expression by RNA-seq, or for fate after culture. We identified, then validated using CRISPR, genes that controlled clonal fate bias for different dendritic cell (DC) subtypes. This included Bcor that we identified as a suppressor of plasmacytoid DC (pDC) and conventional DC subtype 2 (cDC2) numbers during Flt3 ligand-mediated ‘emergency’ DC development. With SIS-skew, where WT and BcorKO siblings of the same clone were examined in parallel, we found Bcor restricted clonal expansion, especially to generate cDC2s, and suppressed clonal fate potential, especially for pDCs. Therefore, SIS-seq and SIS-skew can reveal the molecular and cellular mechanisms governing clonal fate, including after perturbation.
DOI: 10.17632/v73y4prm8b.1
title: Data supporting the net agronomic assessment of yield limiting factors in maize production in Machakos county, Kenya

description: This dataset was produced in 2017 by a combination of field measurements and farmer survey. The data was collected for a research study with the aim of identifying and testing accurate, consistent, and cost-effective measurement tools and methodologies for evaluating the outcomes of agricultural projects.Soils data was analysed by wet spectral methods to generate estimates of the Nitrogen (N), Phosporus (K), and potassium (P) levels in the soils which was then used as inputs for a stochastic crop production model. The socioeconomic data, combined with the crop production model, was used in a risk-return model to project the potential of profits for farmers engaged in maize production in Machakos County.
DOI: 10.17632/4bn3kxt3z7.1
title: PBH

description: See "Machine learning primordial black formation" (to appear in Physics of the Dark Universe) for the details. The files "Formed" correspond to the initial conditions leading to PBH formation, where as the files "NotFormed" correspond to those leading to no PBH formation. The initial conditions are specified by the curvature profile, and it is specified by the five parameters n, sigma1, sigma2, A and B of 1310.3007. The first column corresponds to n, the second to sigma1, the third to sigma2, the forth to A, and the fifth to B.
DOI: 10.17632/2pdc6m9gn4.1
title: Data : the effects of cellulase treatments on pink guava by-products

description: The solid waste generated from pink guava (Psidium guajava L.) puree processing is fiber-rich and it has limited nutrient digestibility and bioavailability. We investigated the effect of cellulase on structure-fermentability of the by-products, namely Refiner, Siever and Decanter. We removed most of the soluble sugar from the by-products, then evaluated the accessibility of the guava by-products to cellulase, buffer, distilled water and concentrated hydrochloric acid (6N) (1). We tested the sugar content in the distilled water used to wash the guava by-products by using the 3,5 dinitrosalicylic acid assay (2). We applied cellulase treatment on the by-products (Refiner, Siever and Decanter) and separated them into ethanolic extract (EEC) and alcohol insoluble fiber (AIF). We determined the molecular weight distribution and prebiotic activity of the EEC and quantified the bile acid-binding capacity, structural properties and fermentability of the AIF. Cellulase treatment has led to dissolution of the insoluble fiber (3). Molecular weight distribution profile of soluble carbohydrates in the EEC showed a shift from high to low (4). The EEC of all cellulase-treated guava by-products exhibited higher prebiotic activity scores compared to those of the untreated samples (5). Cellulase treatments also affected crystallinity index as observed through X-ray crystallography analysis (6). Changes in the structure lattice were manifested as an improved capacity in binding bile acids (7) and increased fungal growth (8,9) in solid state fermentation. 1. Reducing sugar content in 1st washing and 2nd washing of the guava by-products. 2. Accessibility of guava by-products to different reagents. 3. Alcohol Insoluble Fiber (AIF) Yield 4. Molecular weight distribution of soluble carbohydrates in different guava by-products. 5. Prebiotic activity score (raw data) 6. X-ray diffraction data of untreated and cellulase-treated guava by-products. 7. Bile-acid binding capacity 8. Solid-state fermentation: Reducing sugar content 9. Solid-state fermentation: Glucosamine content
DOI: 10.17632/pwrzhp6jkp.2
title: Data for: Conservation planning for people and nature in a Chilean biodiversity hotspot
DOI: 10.17632/ny42v5cvt6.1
title: Rotor vibration dataset

description: This dataset contains time-domain and frequency-domain vibration signal produced by simulation model of a large flexible rotor (a tube roll, typically used in paper machines). Simulation runs are conducted for 9 seconds with a sampling rate of 2000 Hz. It contains 52266 samples, in which the speed is varied from 4 Hz to 18 Hz, and the horizontal foundation stiffness is varied between 2.04 MN/m and 18.32 MN/m. Each sample represents the horizontal or vertical center-point movement in the specified location of the rotor. In frequency- domain response signal amplitudes are up to 25 Hz , as the critical speed varies from 9 Hz to 21 Hz. For more details please see *.docx below. “Rotor_tuberoll_TD_SIM_dataset.csv” contains time-domain response of the rotor, CSV file consists of 18005 columns and 52266 rows (samples): -column 1 rotational speed [Hz] -column 2 horizontal foundations stiffness [MN/m] -column 3 node 2 (left bearing), node 13 (middle of the rotor), 24 (right bearing) -column 4 direction, 0 – horizontal, 1 – vertical -columns 5:18005 horizontal or vertical center-point movement in specified location [m] “Rotor_tuberoll_FD_SIM_dataset.csv” contains frequency-domain response of the rotor, CSV file consists of 414 columns and 52266 rows (samples): -column 1 rotational speed [Hz] -column 2 horizontal foundations stiffness [MN/m] -column 3 node 2 (left bearing), node 13 (middle of the rotor), 24 (right bearing) -column 4 direction, 0 – horizontal, 1 – vertical -columns 5:414 signal magnitudes at specified frequencies (0-25 Hz)