cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4gf2tcx8n4
title: TableS1

description: The objectives of this study were: (1) to develop a computer vision system to individually monitor detailed feeding behaviors of group-housed dairy heifers; and (2) to determine the optimal frequency of image acquisition to perform inference with minimal impact on feeding behavior prediction quality. Eight Holstein heifers (96 ± 6 d old) were housed in a group and a total of 25,214 images (one image every second) were acquired using one RGB camera. A total of 2,209 images were selected and each animal in the image was labeled with its respective identification (1-8). The label was annotated only on animals that were at the feed bunk (head through the feed rail). From the labeled images, 1,392 were randomly selected to train a deep learning algorithm for object detection with YOLOv3 ("You Only Look Once" version 3) and 154 images were used for validation. An independent dataset (testing set = 663 out of the 2,209 images) was used to test the algorithm. The average accuracy for identifying individual animals in the testing set was 96.0%, and for each individual heifer from 1 to 8 the accuracy was 99.2%, 99.6%, 99.2%, 99.6%, 99.6%, 99.2%, 99.4%, and 99.6%, respectively. After identifying the animals at the feed bunk, we computed the feeding behavior parameters: number of visits (NV), mean visit duration (MVD), mean interval between visits (MIBV), and feeding time (FT) for each heifer using a dataset composed by 8,883 sequential images (one image every second) from four time-points. The R2 was 0.39, 0.78, 0.48, and 0.99, and the root mean square error (RMSE) were 12.3 (count), 0.78 (min), 0.63 (min), and 0.31 (min) for NV, MVD, MIBV, and FT, respectively, considering one image every second. When we moved from one image per second to one image every five (MIBV) or ten (NV, MDV, and FT) seconds, the R2 observed were: 0.55 (NV), 0.74 (MVD), 0.70 (MIBV), and 0.99 (FT); and the RMSE were: 2.27 (NV, count), 0.38 (MVD, min), 0.22 (MIBV, min), and 0.44 (FT, min). Our results indicate that computer vision systems can be used to individually identify group-housed Holstein heifers (overall accuracy = 99.4%). Based on individual identification, feeding behavior such as MVD, MIBV, and FT can be monitored with reasonable accuracy and precision. Regardless of the frequency for optimal image acquisition, our results suggested that longer time intervals of image acquisition would reduce data collecting and model inference while maintaining adequate predictive performance. However, we did not find an optimal time interval for all feeding behavior; instead, the optimal frequency of image acquisition is phenotype specific. Overall, the best R2 and RMSE for NV, MDV, and FT were achieved using one image every ten seconds, and for MIBV it was achieved using one image every five seconds, and in both cases model inference and data storage could be drastically reduced.
DOI: 10.17632/4sp5x6h8rf
title: Data for: Dominant plant species influence nematode richness by moderating understory diversity and microbial assemblages
DOI: 10.17632/5ryyjgkkxx
title: Data for: Drosophila anion exchanger 2 is required for proper ovary development and oogenesis

description: Raw data for all figures and R Notebook with code used to analyze data
DOI: 10.17632/5wh2rp4gds
title: Data for: Indosinian Intensive Exhumation: Evidence from Geological Mapping, Geochronology and Structural Analysis at Taili Beach, Northern China
DOI: 10.17632/8rm7wrc24g
title: Data for: Population Genetics Assessment Model Reveals Priority Protection of Genetic Resources in Native Pig Breeds in China
DOI: 10.17632/8xnwwk774c
title: Data for the manuscript "Relating Soil-Root Hydraulic Resistance Variation to Stomatal Regulation in Soil-Plant Water Transport Modeling"

description: Data for all figures in the manuscript "Relating Soil-Root Hydraulic Resistance Variation to Stomatal Regulation in Soil-Plant Water Transport Modeling"
DOI: 10.17632/96hx5z4wv8
title: Human TBK1 Deficiency Leads to Autoinflammation Driven by TNF-Induced Cell Death - Single-Cell RNAseq

description: Single-cell RNA sequencing of PBMCs from two TBK1-deficient patients and one healthy control.
DOI: 10.17632/9s87kjhjdv
title: Data for: Generation of calc-alkaline andesite magma through crustal melting induced by emplacement of mantle-derived water-rich primary magma: Evidence from Rishiri Volcano, southern Kuril Arc

description: Results of elemental and isotopic analyses for the calc-alkaline andesite lavas from the Rishiri Volcano
DOI: 10.17632/bbjcrd2zbr
title: A loss of epigenetic control can promote cell death through reversing the balance of pathways in a signaling network

description: Epigenetic loss of imprinting (LOI) of the Insulin Like Growth Factor -2 (IGF-2) results in an aberrant multicopy expression of IGF-2. This overexpression of IGF-2 results in an altered state of the Insulin like Growth Factor Receptor -1 (IGF1R) signaling network starting with an overexpression of IGF1R. We show that there is increased internalization of IGF1R upon stimulation by the ligand IGF2 resulting in an altered strength of activation of the downstream kinases Akt and Erk. While the strength of Akt signaling is comparitively decreased, the strength of Erk signaling is increased in the IGF2 LOI system. This altered strength of signaling of Akt and Erk kinases propagates to the level of anti and pro apoptotic determinants. This adjustment makes the LOI cells more vulnerable to inhibition of the IGF1R pathway although they still maintain a proliferative growth advantage. The data linked here is/ are the original blots of the data presented in the paper.
DOI: 10.17632/cjhm2n625z
title: Codes for visual cortex encodes timing information in humans and mice

description: Codes for visual cortex encodes timing information in humans and mice, including codes for computational model.
DOI: 10.17632/f2ydwz75nh
title: Dataset for the the manuscript entitled "Impact of problem formulations, pipe selection methods and optimization algorithms on the rehabilitation of large-scale water distribution systems"

description: This dataset includes all the relevant data presented in the manuscript entitled "Impact of problem formulations, pipe selection methods and optimization algorithms on the rehabilitation of large-scale water distribution systems". This manuscript is submitted to the Associate Editor Special Issue in the Journal of Water Supply: Research and Technology – AQUA. Its new name, AQUA – Water Infrastructure, Ecosystems and Society, will take effect from 2021.
DOI: 10.17632/fpf2jv378d
title: Image data set for AI-assisted reliability assessment for gravure offset printing system

description: In total, 299 images of printed lines were collected using the in-house roll-based gravure offset printing system.  Then they were labeled for overall printing quality classification and local printing defect detection tasks. For overall printing quality classification, these images were divided into two classes: 225 with satisfactory quality and 74 with defects. For local printing defect detection, all 74 images with distinctive local defects were chosen and labeled following the YOLO object detection format. During the training process, these images were split for training and validation as follows: 75/25 % for the overall printing quality classification model and 80/20 % for the local printing defect detection model respectively.
DOI: 10.17632/h9hfvxsy29
title: Software and processed data for Fang, et al., MBOC 2023

description: Dataset includes:
- spreadsheets with integrated actin intensity as a function of position in the axon for all images associated with this publication
- spreadsheets with distribution of filopodia (number, length, branch order) for all images associated with this publication
- all specialized software that was used to extract the parameters reported in the publication (including PCA, actin peak position and second moments, wavelet analysis, Jensen-Shannon metric, etc.).
See published paper for complete details of experiment and analysis:
Fang, et al. (2023) “Enabled primarily controls filopodial morphology, not actin organization, in the TSM1 growth cone in Drosophila” 
Mol Biol Cell 2023 May 24;mbcE23010003.  doi: 10.1091/mbc.E23-01-0003
PMID 37223966
DOI: 10.17632/hsyh7cstm3
title: Replication dataset for "The vagaries of valuation: Post-traumatic growth and psychological responses to gains and losses"

description: This repository contains the replication materiuals for the publication "The vagaries of valuation: Post-traumatic growth and psychological responses to gains and losses". The folder contains the data file including the variables required for the main analyses in the paper, as well as robustness checks and follow-up analyses in the appendix. It also contains the .do-file for running these analyses. Analyses were run using Stata 17. To run the analyses, open the .do-file in stata 17, copy the folder and file location on your drive into the locations indicated, and run the file.
DOI: 10.17632/jmb4bdxc47
title: CD168+ macrophages promote hepatocellular carcinoma tumor stemness and progression through TOP2A/β-catenin/YAP1 axis

description: CD168+ macrophages promote hepatocellular carcinoma tumor stemness and progression through TOP2A/β-catenin/YAP1 axis
DOI: 10.17632/jzfg7v8h58
title: DDX23 splices RNF41 to sustain ERBB3 and IGF1R signaling pathways in ESCC

description: Supplement table 1: The original data from pizotifen or benzydamine treatment and multiple databases, related to Figure1.
Supplement table 2: The original data from pull down results，related to Figure2.
Supplement table 3: The original data from Depmap database，related to Figure2.
DOI: 10.17632/m5k4rp8g4z
title: Anosmia and Ageusia in COVID-19 patients

description: objecitve olfactory and gustatory testing, MRI settings
DOI: 10.17632/mmp4nhm6db
title: Data for: Petrogenesis and tectonic implications of two types of gneissic granitoids in the Jiao-Liao-Ji belt, North China Craton

description: Whole-rock major and trace element analyses were performed at ALS Chemex Labs in Guangzhou, China. Major element compositions were determined by X-ray fluorescence using a PANalytical Axios Advanced PW4400 XRF spectrometer. Trace element compositions were determined by inductively coupled plasma mass spectrometry (ICP–MS; X-series). Zircon U–Pb dating by laser ablation (LA)–ICP–MS and in situ zircon Lu–Hf isotope analyseswas were performed at the MRL Key Laboratory of Metallogeny and Mineral Assessment, Institute of Mineral Resources, Chinese Academy of Geological Sciences, Beijing, China.
DOI: 10.17632/mrfbyz99z5
title: Pleiotropic roles of Ras GTPases in the nematode-trapping fungus Arthrobotrys oligospora identified through multi-omics analyses

description: Pleiotropic roles of Ras GTPases in the nematode-trapping fungus Arthrobotrys oligospora identified through multi-omics analyses
DOI: 10.17632/pwwxpr5j5d
title: Data for: Enhancing motivation for exposure to disgust - a feasibility study with an analogous sample

description: "VP" = participant, "exp" = experimental condition, "block" = Block Number, "quest" = "pic" = Picture number, "t0" = disgust experience at t0, "zoom" = level of zoom, "t1" = disgust experience at t1, "willing" = level of willingess to expose, "ambival" =level of ambivalence towards exposure, "t2" = disgust experience at t2, "control" = level of control experience during exposure, "DQ1_true" = detail question true or false, "DQ2_certain" = level of certainty concerning the answer to the detail question, "diff01" = difference in disgust experience between t0 and t1, "diff02" = difference in disgust experience between t0 and t2, "diff12" = difference in disgust experience between t1 and t2
DOI: 10.17632/rv3k4nzgcj
title: Waveforms before and after propagating through an artificial humid filled joint

description: This data was acquired by electronizing the published data (Wu W, Zhao J (2014) Effect of Water Content on P-Wave Attenuation Across a Rock Fracture Filled with Granular Materials. Rock Mechanics and Rock Engineering 48:867-871). The data is related to the incident wave and transmitted waves through an artificial single joint filled with humid quartz sand. The infill had a thickness of 2 mm and a water content of 15%. The frequency of the incident stress wave was about 2 kHz, and the amplitude was about 120 microstrain. The incident and transmitted waveforms were nomorlized. The first column is the time, the second column is the incident wave, the third column is the transmitted wave.
DOI: 10.17632/sbrvnt2z8y
title: Data for: An endemic microphytoplankton assemblage from Middle Devonian Iberia and its palaeogeographic significance

description: Table S1 - Table of count values for the acritarch taxa found in this study in each sample. Numbers represent specimens found in a 200 count. + indicates a rare taxon found outside the 200 count. Table S2 - Table of absolute and relative abundances of phytoplankton, chitinozoans, spores and scolecodonts in each sample.
DOI: 10.17632/srrjt9493d
title: JeLLyFysh-Version1.0 - a Python application for all-atom event-chain Monte Carlo

description: We present JeLLyFysh-Version1.0, an open-source Python application for event-chain Monte Carlo (ECMC), an event-driven irreversible Markov-chain Monte Carlo algorithm for classical N-body simulations in statistical mechanics, biophysics and electrochemistry. The application’s architecture mirrors the mathematical formulation of ECMC. Local potentials, long-ranged Coulomb interactions and multi-body bending potentials are covered, as well as bounding potentials and cell systems including the cell-veto algorithm. Configuration files illustrate a number of specific implementations for interacting atoms, dipoles, and water molecules.
DOI: 10.17632/tmwd9zkmcx
title: Tuning perception and decisions to temporal context 

description: Here are the datasets for both experiments of the paper "Tuning perception and decisions to temporal context".

The datasets are stored in a .csv file, organized in a long format.
Each row corresponds to a trial, while columns are variables.
DOI: 10.17632/w6djb63whf
title: PUCV Contexto 10. Tabla 10. Excelencia 1 - E1

description: Excellence 1 (%1E): Excellence 1% indicates the amount of documents in Excellence 1% in which the institution is the main contributor (Moya-Anegón, et al., 2013). Size-dependent indicator.
DOI: 10.17632/x7z4x8kvs7
title: LINF_110016300

description: hypothetical protein - conserved; Leishmania infantum
DOI: 10.17632/xjrzx9zwbc
title: The columnar to equiaxed transition during directional solidification of Fe-0.6wt.%C alloy

description: The columnar to equiaxed transition during directional solidification of Fe-0.6wt.%C alloy. A conatsnt temperature gradient of 5000 K/m is applied. Simulations with cooling rates of 1 K/s, 5 K/s, and 10 K/s are presented. The cellular automaton model is used to produce the results.
DOI: 10.17632/y2w4t6bb59
title: release

description: researcher
DOI: 10.17632/2t6n5x986h
title: Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms"

description: # Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" 

## About
This data repository contains data and materials used for Wada et al. "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" submitted to Progress in Earth and Planetary Science. If you have any questions or comments, please contact the corresponding author of the paper. 

## Charts for all cases 
Documents for 24 glow cases and 11 non-detection cases are summarized in all_cases.pdf. 

## Himawari-8 IR1 images 
Images of Advanced Himawari Imager IR1 are included. The data is provided by Japan Meteorological Agency via Center of Environmental Remote Sensing (CEReS), Chiba University, and plotted by the authors. 

## MSM 500 hPa contours 
Contours of geopotential height at 500 hPa based on the meso-scale numerical prediction model (MSM) are included. The MSM model is provided by Japan Meteorological Agency via Research Institute of Sustainable Humanosphere, Kyoto University. 

## Contact 
Yuuki Wada (Graduate School of Engineering, Osaka University) wada (at) yuuki-wd.space
DOI: 10.17632/2ww66br65z
title: Data for: Design and development of a robotic predator as a stimulus in conditioned place aversion for the study of the effect of ethanol and citalopram in zebrafish

description: Supplementary data for "Design and development of a robotic predator as a stimulus in conditioned place aversion for the study of the effect of ethanol and citalopram in zebrafish" by Clement et al.
DOI: 10.17632/6rnx5jtnsf
title: data for EL

description: The original data were derived from the Economic Policy Uncertainty website and Wind Data Services.
DOI: 10.17632/85ypsxw9vz
title: Data for: Managing API raw material variability in a continuous manufacturing line - Prediction of process robustness

description: Results of continuous process development on continuous line.
DOI: 10.17632/8hkty6xj8b
title: Data for: Experimental studies on the charging performance of single-tank single-medium thermal energy storage

description: Processed data for figures.
DOI: 10.17632/8wmtcnfnt5
title: Computer Assisted Language Learning Research Data (1983-2020)

description: The computer assisted language learning research & publication dataset, which was indexed by Scopus from 1983 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/8ywzzzftgg
title: Data for: Improving postharvest storage of fresh artichoke bottoms by an edible coating of Cordia myxa gum
DOI: 10.17632/998z269f72
title: ILUBCG2: A preconditioned biconjugate gradient routine for the solution of linear asymmetric matrix equations arising from 9-point discretizations

description: Title of program: ILUBCG2 Catalogue Id: AALX_v1_0 Nature of problem Certain elliptic and parabolic partial differential equations that arise in plasma physics and other applications are solved in two dimensions. The implicit solution techniques used for these equations give rise to a system of linear equations whose matrix operator is sparse - often 9-banded - and generally asymmetric. We provide a fast algorithm for their solution. ADAPTATION SUMMARY: Vol:Year:Page 55:1989:359 "0001ILUBCG2-11" "ILUBCG2-11: solution of 11-banded nonsymmetric linear equati ... Note: adaptation instructions are contained in source code Versions of this program held in the CPC repository in Mendeley Data AALX_v1_0; ILUBCG2; 10.1016/0010-4655(87)90213-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/9nmkdsdy5h
title: Data for: GENERATION OF ALKALIC FLOOD RHYOLITE: INSIGHTS FROM EVOLUTION OF THE PAISANO VOLCANO, DAVIS MOUNTAINS, TRANS-PECOS TEXAS, U.S.A.

description: Whole-rock chemical analyses and Electron Probe Microanalyses
DOI: 10.17632/cjjt73wtp9
title: Calculation of crystal orientations using laue patterns

description: Title of program: COL Catalogue Id: AAQF_v1_0 Nature of problem The program evaluates the orientation of single crystals numerically. Versions of this program held in the CPC repository in Mendeley Data AAQF_v1_0; COL; 10.1016/0010-4655(79)90118-8 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/cyb6s6fvzb
title: Gaining Insights into Romantic Relational Aggression of Emerging Adults Using Latent Profile Analysis of Jealousy and Hostile Attribution Bias

description: Dataset and codebook for SPSS data entries for "Gaining Insights into Romantic Relational Aggression of Emerging Adults Using Latent Profile Analysis of Jealousy and Hostile Attribution Bias"
DOI: 10.17632/d7mfvnnt4x
title: Data for: Ghanaian patients’ perception of how nurses, midwives, and doctors communicate with patients, using Four Habits Patients’ Questionnaire

description: This is a dataset on Ghanaian patients’ perception of how nurses, midwives, and doctors communicate with patients, using Four Habits Patients’ Questionnaire
DOI: 10.17632/g9f2mnhht4
title: Factors Contributing CO2 Emissions: A Linear, Nonlinear, and Panel ARDL Model

description: The empirical analysis of the study is conducted by using annual data during the time of 1974-2018 in the context of Bangladesh. Data relating to per capita CO2 emissions, real GDP per capita, energy consumption, financial development, foreign direct investment, trade openness, urbanization, agriculture, and industry have been collected from secondary sources: the World Development Indicators (WDI) online database . The study also applies yearly data of particular South Asian nations explicitly Bangladesh, Pakistan, India, Nepal, and Sri Lanka for the duration of 1978-2018.
DOI: 10.17632/gy8b6yk5gc
title: Data for: All power to shields: High calcification rates and inferred metabolic trade-offs in the largest turritellid gastropod

description: Oxygen and Carbon isotope data and shell measurements for Turritella abrupta and Turritella terebra
DOI: 10.17632/h7xjvbx6mv
title: Fully Interactive and Refined Resolution Simulations of the Martian Dust Cycle by the MarsWRF Model

description: The Mars General Circulation Model MarsWRF has been run with fully interactive dust lifting parametrization, assuming an inexhaustible surface dust reservoir. Changing the horizontal resolution from 5°×5° to 2°×2° produced different dust cycle variability and dust source regions. That is because the higher spatial resolution allows for a better representation of the surface topography and other surface properties. Global Dust Storm Events are likely to occur if regional dust storm activity at the northern Hellas Basin connects with that south of Chryse Planitia.
DOI: 10.17632/jfxpn8njyk
title: Data for: A Correction Method for RAPID Fission Matrix Calculations with Control Rod Movement

description: These include the BEAVRS fission rate and multiplication factor data with different control rod banks fully or partially inserted
DOI: 10.17632/jk5kx43v3k
title: Supplementary data for, Notes on the floral biology of South Florida Lauraceae:  Cassytha filiformis and Persea palustris

description: Data from, Notes on the floral biology of South Florida Lauraceae:  Cassytha filiformis and Persea palustris.
DOI: 10.17632/k94y3sp38g
title: LINF_310024100

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/kxxyvggkmw
title: COMBImage2 - Part 2

description: This is the first part of the data needed in order to run COMBImage2 using the available CUSP9 case study.
DOI: 10.17632/mk9ktn9dhj
title: Replication of results

description: A reproduction of the results for an article
DOI: 10.17632/n7wc2zdrf3
title: Data for: Tougher and harder zirconia toughened alumina (ZTA) composites through in situ microstructural formation of LaMgAl11O19

description: Tougher and harder zirconia toughened alumina (ZTA) composites through in situ microstructural formation of LaMgAl11O19
DOI: 10.17632/rrw26h4sw2
title: Mafic and Ultramafic Triaxial Deformation

description: This data set contains the raw data collected during the triaxial deformation of damaged mafic and ultramafic rocks at the Hiroshima University Japan. Since these data are the first of its kind and the data were collected simultaneously, we believe that these are of high value and request any one to use without modification to the data. For any clarification, the notes taken during the experiments are also uploaded along with the stress strain response, velocity and resistivity data of each sample. These data are linked to the manuscript submission to the Geophysical Research Letters journal, under the topic of "Effect of damage on the brittle deformation of mafic and ultramafic rocks illuminated via simultaneous measurement of various physical properties".