cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ch3sydbbrg
title: [OLD] Data For: Dataset on broadband Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries for Different Values of the State of Charge

description:  === NEW DATASET NOTICE =====
We published a new dataset obtained with an improved data acquisition protocol and new measurements. 
We suggest considering the new dataset. 

===============================

Electrochemical impedance spectroscopy (EIS) on rechargeable lithium-Ion batteries. 
The EIS were measured on ten brand new Samsung cylindrical  ICR18650-26J  lithium-Ion batteries at SoC 100%, 90%, 80%, 70%, 60%, 50%, 40%, 30%, 20%, and 10%. For three of the batteries, the measurements were repeated twice. (13 CSV files ,130 EIS in total).

File               :  Data Source
-------------------------------------------           
EIS_BATT_1: Battery 1 Measurement 1
EIS_BATT_2: Battery 1 Measurement 2
EIS_BATT_3: Battery 2 Measurement 1
EIS_BATT_4: Battery 2 Measurement 2
EIS_BATT_5: Battery 3 Measurement 1
EIS_BATT_6: Battery 4 Measurement 1
EIS_BATT_7: Battery 5 Measurement 1
EIS_BATT_8: Battery 5 Measurement 1
EIS_BATT_9: Battery 6 Measurement 1
EIS_BATT_10: Battery 7 Measurement 1
EIS_BATT_11: Battery 8 Measurement 1
EIS_BATT_12: Battery 9 Measurement 1
EIS_BATT_13: Battery 10 Measurement 1

Each CSV file contains ten columns. Each column in the CSV file contains data of an EIS spectrum measured at one specific SoC. The first column is for SoC 100%. The last column is for SoC 10%. SoC Columns headers row (non included in the file) is:  ['100','090','080','070','060','050','040','030','020','010']

All EIS spectrum was computed measuring impedance at frequencies  [ 0.05, 0.1, 0.2, 0.4, 1, 2, 4, 10, 20, 40, 100, 200, 400, 1000] Hz.  
Impedance values are in the format:  Re{Z}+Im{Z}i
One impedance value for each row:  

Row #1: 0.05 Hz
Row #2: 0.1 Hz
Row #3: 0.2 Hz
 ... 
Row 14: 1000 Hz.
DOI: 10.17632/dcyz7gwrp9
title: LINF_170011700

description: AAA+ ATPase domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/jhrtdj9txm
title: ShrimpDiseaseImageBD: An Image Dataset for Computer Vision-Based Detection of Shrimp Diseases in Bangladesh

description: The ‘ShrimpDiseaseImageBD’ is a dataset of images designed to help in the identification of shrimp diseases commonly found in aquaculture within Bangladesh using computer vision techniques. This dataset has the potential to play an important role in the aquaculture field, where detection of the shrimp disease with proper timing and precision are very important to monitor shrimp health and maintain economic security of farmers. The ShrimpDiseaseImageBD’ dataset contains images of different shrimp diseases collected in collaboration with local shrimp farms. The dataset will assist in developing and evaluating automated disease detection models and will prove to be of value to anyone working in the field of computer vision and aquaculture. Enriched with images of shrimp diseases, such a dataset holds significant potential to stimulate much research and practical application in automated health monitoring in aquaculture. The dataset is released to the public domain to encourage further research and development in this domain. 

The dataset is systematically organized into two main directories within the "Root" folder: "Raw Images" and "Annotated Diseased Shrimp Images." The "Raw Images" directory contains 1149 images, divided into four subfolders: "Healthy" (403 images), "BG" (198 images), "WSSV" (328 images), and "BG_WSSV" (220 images). Each folder categorizes the images according to the health status or disease type, providing a structured arrangement for easy access. In the "Annotated Diseased Shrimp Images" directory, the images are organized into three subfolders named "BG," "WSSV," and "BG_WSSV", each containing two additional subfolders named "Images" and "Labels." The "Images" subfolder includes the actual shrimp images, while the "Labels" subfolder holds annotation data for the corresponding images. This structured organization facilitates efficient navigation and supports effective use in machine learning model training by providing both raw and annotated data in a clear and accessible format.
DOI: 10.17632/whw368mjvv
title: Cucurbit Leaf Disease Dataset

description: This dataset, titled Cucurbit Leaf Disease Dataset, consists of 4,121 high-resolution images of cucurbit leaves classified into four categories. It was developed as part of an academic project by doctoral students from the Department of Biomedical Engineering, KPR Institute of Engineering and Technology, India.

The images are categorized into the following six classes:
- Downy mildew Disease
- Healthy leaf
- Leaf curl virus
- Mosaic virus

Each category includes both original images and augmented images. All images are in JPG format.

Use Cases

This dataset is ideal for:
- Image classification tasks
- Transfer learning model fine-tuning
- Plant disease classification
DOI: 10.6084/m9.figshare.12202418.v1
title: Maternal Care

description: Data for high and low altitude maternal adaptation study in <i>Peromyscus maniculatus</i>
DOI: 10.6084/m9.figshare.23708010.v2
title: Effects of precise cardio sounds on the success rate of phonocardiography

description: Code and Dataset for 'Effects of precise cardio sounds on the success rate of phonocardiography' on PLOS ONE<br>The protocol for this study was approved by the Institutional Review Board for Seoul St.Mary’s Hospital (approval no. KC17TESI0684 ).<br>Infrasound_Dataset is deep learning model which train & validate from our infrasound datasets with Tensorflow version 1.14dataset file is .hdf5 files which can load with python.The structure of the dataset file is shown below.normal data: 0, 1, sex_data, age_data, fold_label, flatten data(2d CWT)abnormal data: 1, 0, sex_data, age_data, fold_label, flatten data(2d CWT)Reference Files is a list of labels for datasets, separated by measurement period.Infrasound dataset's Deep learning model & train file is classify_cnn_keras_noReg_crb.py & classify_lstm_keras_noReg_crb.pyPhysioNet_Dataset is deep learning model which train & validate from PhysioNet CinC 2016 datasets with Tensorflow version 1.14PhysioNet's Deep learning model & train file is classify_cnn_keras_noreg_crb.py & classify_lstm_keras_noreg_crb.pyThe code_heartsound.m file performs a Continuous Wavelet Transform (CWT) on an audio file and saves the results in a CSV fileFig2 is the code for draw FFT results to compare Normal & Abnormal dataFig3 is the code for draw Time-domain & CWT & STFT data using one example dataThe original audio files without any pre-processing can be requested by contacting the authors Mi-Hyung Moon(sophiamoon@daum.net) or Young-Sin Kim(kysin@postech.ac.kr)
DOI: 10.17632/rrf454htk4
title: Calculation of reduced coefficients and matrix elements in jj-coupling

description: Abstract A program RCFP will be presented for calculating standard quantities in the decomposition of many-electron matrix elements in atomic structure theory. The list of quantities which are supported by the present program includes the coefficients of fractional parentage, the reduced coefficients of fractional parentage, the reduced matrix elements of the unit operator T^kas well as the completely reduced matrix elements of the operator W^(k(j)k(q))in jj-coupling. These quantities are now ava... Title of program: RCFP Catalogue Id: ADNA_v1_0 Nature of problem The calculation of atomic properties and level structures is based on the evaluation of many-particle matrix elements of physical operators. For symmetry-adapted functions, the matrix element for a given tensor operator A^K of rank K can be expressed as Sigmaj,k coeff(j,k)(gammaj Jj||A^K||gammak Jk) by using the (reduced) coefficients of fractional parentage and the reduced matrix elements of the (unit) standard tensors T^k or W^kqkj. These reduced coefficients and matrix elements are frequently ... Versions of this program held in the CPC repository in Mendeley Data ADNA_v1_0; RCFP; 10.1016/S0010-4655(00)00176-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/zmkvm7yj94
title: XCT analysis of select Apollo samples

description: This repository contains supplemental files to the article Gawronska et al. (2022, Icarus), where information regarding these files can be found. The included files are:
1. Spreadsheet entitled 3DSD created for the analysis of particle and vesicle size distributions using 3D data. 
2. Four supplemental figures for data comparisons.
3. Six supplemental video figures of samples modeled in 3D. Original XCT scans collected by Astromaterials3D (https://ares.jsc.nasa.gov/astromaterials3d/).
4. One XCT dataset that was not scanned by Astromaterials 3D.
5. Three supplemental tables with additional data.
DOI: 10.6084/m9.figshare.13547684.v1
title: Archaeological sites in the Department of Loreto, Peruvian Amazon

description: Excel file
DOI: 10.6084/m9.figshare.28736903.v2
title: Dataset: EEG-Controlled Exoskeleton for Walking and Standing - A Longitudinal Study of Healthy Individuals

description: <b>1.</b><b> </b><b>BMI Experiment Sessions</b>The <b>“ExperimentSessions”</b> folder contains data derived from a multi-session brain-machine interface (BMI) training study involving seven healthy participants, focusing on both open-loop and closed-loop lower-limb exoskeleton control. It includes raw EEG data, IMU data, and control signals and feedback from the exoskeleton, collected during training and testing sessions.<b>2.</b><b> </b><b>MRI and EEG Data for Kinesthetic Motor Imagery (KI) Study</b>The “<b>MRI_Data”</b> folder includes structural MRI, fMRI, and EEG data from five participants, recorded while they watched a 10-minute video of themselves walking in an exoskeleton for 11 Stop-Walk-Stop (SWS) cycles. During the video, participants were instructed to evoke kinesthetic motor imagery (KI) in sync with the exoskeleton’s movements. Baseline data, including both fMRI and EEG, were collected during a resting condition for comparison.<b>3.</b><b> </b><b>Data Validation</b>The <b>“ValidationTables”</b> folder contains files used to track and record validation results. The status and availability of each data/file are summarized in various Excel (.xls) files. The validation process focuses on key aspects, including data synchronization, electrode location validation, and the validation of both EEG and MRI data.<br><br><b>4. MIQ-RS Responses</b>The completed Motor Imagery Questionnaire-Revised 2nd version (MIQ-RS) from participants S1 to S5 and S7 are provided as PDF files in the folder 'MIQ-RS'. The completed MIQ-RS files are saved as MIQ-RS-Sx.pdf, where x indicates the participant number.<b>Note:</b> All the datasets provided are raw, with no filtering or artifact removal algorithms applied.
DOI: 10.17632/n4wr7fkv8f
title: Open source data collection of cultural heritage building images of Braga Street Bandung

description: The collected data on cultural heritage buildings on Jalan Braga includes nine critical historical buildings, each with unique architectural and historical characteristics that reflect the past of Bandung. The first building is the Asia Africa Cultural Center, formerly known as the Majestic Cinema, located at Jalan Braga No. 1. Built in 1925 with an Art Deco architectural style, this building witnessed the development of the entertainment industry during the colonial era and now functions as a center for arts and cultural activities. Next is the Kimia Farma Pharmacy at Jalan Braga No. 2-4-6, which initially functioned as a drugstore during the colonial era. This building displays typical colonial architectural elements and retains most of its original facade even though its function has changed. In addition, there is Kimia Farma (formerly Aubon Marce) at Jalan Braga No. 5, which used to be a modern shop with a distinctive architectural style. The West Java Regional Development Bank at Jalan Braga No. 12, formerly the Denis office, displays monumental architecture and is an essential symbol of economic progress during the colonial era.
Meanwhile, Braga Kafe, located at No. 15-17, was previously the Dekranasda building, but it still maintains its classic architectural characteristics even though it now functions as a cafe crowded with tourists. L.K.B.N. Antara on Jalan Braga No. 25 and Gedung Gas Negara at No. 38 are also part of a row of historic buildings that still stand firmly, displaying the beauty of old architecture that is still well-maintained. Bank Indonesia on Jalan Braga No. 108 used to have a different function but remains an integral part of the history of this area. Finally, Ex Insulinde (former Resident's office) on Jalan Braga No. 135, and this data also adds to the list of historic buildings with strong colonial architectural characters, complementing the cultural and historical richness in this area.
DOI: 10.17632/zd3tn547hc
title: Disaster Risk Management System in Vietnam: Progress and Challenges

description: Background: Vietnam is one of the countries most impacted by disasters in Asia- Pacific. Floods, droughts and storms are the most common catastrophes. These risks endanger millions of lives and create massive financial and production losses. 
Objective: This study aims at reviewing the disaster risk management (DRM) system in Vietnam, identifying progress and challenges of this system, hence making recommendations for improving the system for better responding with natural hazards. 
Method: The study uses PSR model (Pressure- State- Response) in combination with DRM management framework by United Nations Development Program (UNDP)  to evaluate DRM system in Vietnam with 5 aspects: (i) DRM regulatory framework (ii) DRM organization (iii) DRM financial resources (iv) DRM integration in to plans at central and local levels (v) Disaster warning and education. The data collection consists of reviewing existing literature and interviewing key informants in DRM. 
Results: Disasters is a serious threat to Vietnam's socio economic development. To respond, Vietnam has made many efforts including develop a comprehensive legal framework for DRM which Law on Disaster Prevention and Control takes the key role. Vietnam has also established a fairly well organized  DRM system from the central to local levels. The financial sources for DRM are arranged from State budget and sources outside State budget. Vietnam has developed major policies for integrating DRM into development plans centrally and locally. The disaster information and warning system is being modernized with the integration of disaster education in training programs. Challenges in DRM are identified, including institutional, financial and information issues. In addition, Vietnam is facing the increase of disasters and extreme climate events due to climate change. Covid 19 and its socio-economic consequences also lead to a lack of resources for DRM. Economic development moreover results in the decline of ecosystem-based disaster mitigation works and put more pressures on DRM.
Recommendations: In the future, Vietnam should develop an information-sharing network between ministries, sectors, localities and NGOs to support the policy formulation process and enhance the coordination of multi-stakeholders. The country should also establish more proper funding allocation mechanisms to fulfill DRM's demands, especially for disaster preparedness and reconstruction phases.
DOI: 10.6084/m9.figshare.26763877.v2
title: <b>Spatio-temporal variations in soil phosphorus pools indicate their bioavailability</b>

description: These materials include datasets and R code for analyzing soil phosphorus (P) concentrations at both local and global scales in (semi-)natural soils. The dataset comprises a full year of topsoil P fraction measurements from a typical subtropical forest, as well as a global synthesis of temporal and spatial variation in P fractions in (semi-)natural terrestrial ecosystems. Temporal variation data were synthesized from six publications, while spatial variation data were compiled from 153 publications included in the database of He et al. (2023).
DOI: 10.6084/m9.figshare.28327472.v1
title: <b>Genetically predicted mood disorders increased risk of Cisplatin-induced hearing loss in childhood cancer: Evidence from a Bidirectional Mendelian randomization study</b>

description: <i>It remains unclear whether the mood swings in children with cancer are causally related to the increased risk of hearing loss caused by cisplatin.</i><i>The first investigation into the interaction between mood swings and cisplatin-induced hearing loss.</i><i>It is a two-sample Mendelian randomization analysis. Mendelian randomization (MR) emerges as a valuable approach, employing genetic variations as instrumental variables to infer causal links between exposure factors and outcomes.</i>
DOI: 10.17632/57gm9kgz75
title: Large Eutrophic Estuaries Becoming Sinks of CO2 and More Acidic in a Changing Climate

description: This is the data collection for the paper Large Eutrophic Estuaries Becoming Sinks of CO2 and More Acidic in a Changing Climate published on Communications Earth & Environment. See ReadMe.txt for the details on the usage of the data.
DOI: 10.17632/d4759vs5dc
title: Too Great to be More Prosocial: The Relationship Between Collective narcissism and Humanitarian Aid in the Chinese Context

description: (1) CN was positively associated with in-group satisfaction and inter-group hostile behavior intention. (2) Agentic CN negatively predicted humanitarian aid, but there was no significant mediating effect of strategic motives in the relationship between agentic CN and humanitarian aid. (3) Communal CN positively predicted humanitarian aid. Both prosocial motives and strategic motives played mediating roles in the relationship between communal CN and humanitarian aid.
DOI: 10.17632/kcxz5xs6rs
title: New vibration–rotation code for tetraatomic molecules exhibiting wide-amplitude motion: WAVR4

description: Abstract A general computational method for the accurate calculation of rotationally and vibrationally excited states of tetraatomic molecules is developed. The resulting program is particularly appropriate for molecules executing wide-amplitude motions and isomerizations. The program offers a choice of coordinate systems based on Radau, Jacobi, diatom–diatom and orthogonal satellite vectors. The method includes all six vibrational dimensions plus three rotational dimensions. Vibration–rotation calcul... Title of program: WAVR4 Catalogue Id: ADUN_v1_0 Nature of problem WAVR4 calculates the bound ro-vibrational levels and wavefunctions of a tetraatomic system using body-fixed coordinates based on generalised orthogonal vectors. Versions of this program held in the CPC repository in Mendeley Data ADUN_v1_0; WAVR4; 10.1016/j.cpc.2004.07.005 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.12361487.v1
title: Sparse reconstruction with spatial structures to automatically determine neighbors

description: experimental data and code, please read 'README.txt' firstly.
DOI: 10.6084/m9.figshare.21524214.v1
title: Supplementary document

description: Multiple sequence alignment of Gryllus Bimaculatus neuropeptide and their candidate sequence.
DOI: 10.6084/m9.figshare.23354093.v1
title: Chlorophyll-a and suspended sediment inversion

description: index.xlsx: The file provides the spectral and spectral index values of the P4M, X20, Sentinel-2, Landsat8, and Landsat9 sensors used to acquire images at the sampling points. Predict_SS.zip:This file provides the predicted values of suspended sediment for each sensor based on spectral indices and stepwise multiple regression models. Predict_Chla.zip:This file provides the predicted values of Chlorophyll-a for each sensor based on spectral indices and stepwise multiple regression models
DOI: 10.17632/zxcntf6ks9
title: FENOMENA KEBOCORAN EMOSI ORANG TUA KEDUA BERPERAN MENGHAMBAT PROSES PEMBELAJARAN DAN TUMBUH KEMBANG ANAK

description: Peran orang tua yang mengalami kelelahan bisa dirasakan oleh anaknya yang dalam kasus ini adalah anak didiknya, yang lebih dikenal dengan fenomena kebocoran emosi. Jika dibiarkan terus dapat memicu tindakan yang tanpa disadari merupakan salah satu tipe perundungan, kemudian diikuti oleh para saksi dalam merundung korban.
DOI: 10.6084/m9.figshare.24961917.v1
title: Pellegrino_Stein_Cayco-Gajic_2024_Nat-Neuro

description: Minimally preprocessed data used for fitting sliceTCA in Pellegrino*, Stein*, & Cayco-Gajic, Nat Neuro (2024).<br>
DOI: 10.6084/m9.figshare.25814893.v5
title: U-series dating data, Genomic data and Raman spectra data

description: Similar to early Mars where aridification had remained for millions of years, the western Qaidam Basin in the north of the Qinghai-Tibet Plateau is extremely dry and covered by a broad area of playas since the Pleistocene. From the primary fluid inclusions within halite minerals in the salt duricrust, we found β-carotene, lipids and kerogen that were very likely of biological origin. The long-term preservation of these organic compounds within halite fluid inclusions for hundreds of thousands of years in an extremely dry region gives a clue to the search for life in evaporite flats on Mars.
DOI: 10.6084/m9.figshare.3501761.v1
title: North African Berber dataset

description: North African Berbers dataset<br>
DOI: 10.6084/m9.figshare.5330575.v2
title: Unified RNA-seq datasets in human cancers and normal tissues - unnormalized data

description: Gene expression levels calculated from RSEM’s fpkm
DOI: 10.17632/bkdpt2zpbd
title: Stretch and pinch tests to assess the suitable management for acne rolling scars

description: Demonstration of stretch and pinch tests with corresponding ultrasound examination

The acne rolling scar on the right medial zygoma showing a dimple sign in a pinch test and an uneven sign in a stretch test. The ultrasound examination of the acne rolling scar at rest showed a homogenous band (red box) disrupting and blurring the clear dermoepidermal junction and the junction between the dermis and the subcutaneous fascia. The irregularity of the skin surface was more evident after pinching and the homogenous blurring persisted after stretching, corresponding to a dimple sign and an uneven sign, respectively.
Red line, dermoepidermal junction; Yellow line, junction between the dermis and the subcutaneous fascia
DOI: 10.6084/m9.figshare.1501105.v1
title: Human Synthetic Lethal Predictions (2/3)

description: This is file 2/3 containing all filtered human predictions of synthetic lethality using the SINaTRA algorithm. Files are GZipped, tab-delimited text files with the following columns: Gene_ID_1/Gene_ID_2/SINaTRA_Score
DOI: 10.6084/m9.figshare.21175459.v1
title: replication

description: Individual SPM and VOI files, for the replication sample.
DOI: 10.6084/m9.figshare.28712123.v1
title: Computation of Index.xlsx

description: The data is about the computation of a composite Index for Vulnerability and Health resilience for the State of Kerala
DOI: 10.6084/m9.figshare.29145857.v1
title: Data-Didactic analysis of natural science textbooks in Ecuador

description: This dataset supports a study analyzing twelve Ecuadorian eighth-grade natural science textbooks to evaluate their alignment with constructivist learning principles and the competencies outlined in the Prioritized Curriculum. Using content analysis with tools like ATLAS.ti 25 and IRaMuTeQ, the research found limited use of constructivist strategies such as inquiry-based learning and problem-solving. The findings suggest a need to improve the didactic structure of textbooks to promote meaningful, contextualized learning in line with curricular goals.<br><br>
DOI: 10.17632/5jns5ct3yy
title: LINF_160011700

description: RNA binding protein | PPCT1; Leishmania infantum (strain JPCM5)