cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rbx3ybd5zx.1
title: Data for Dual-Probe Transcranial Full-waveform Inversion: a Brain Phantom Feasibility Study

description: This dataset contains ultrasound computed tomography (USCT) data for the article "Dual-Probe Transcranial Full-waveform Inversion: a Brain Phantom Feasibility Study" (Robins et al., 2023). This study investigated the application of full-waveform inversion (FWI) for performing transcranial brain imaging by applying FWI to reconstruct a brain-mimicking phantom. Imaging datasets were acquired using a custom dual-probe acquisition system which consisted of a large water tank (0.7 x 0.6 x 0.6 m^3) and a pair of P4-1 cardiac probes rotated about an imaging target to form a ring array (see Experimental_Imaging_Setup.png). All datasets were acquired using the same imaging sequence which involved a ring array of 16 probe positions (see Dual_Probe_Ring_Array.png). Estimated sets of transducer element positions (elementList.txt) and source signals (signal_filtered.mat, seen plotted in Source_Signal_Filtered.png) have been optimised for running FWI to image the phantom. All transducer positions and source signals were calibrated using a watershot dataset, which was acquired by performing the scan without the phantom being present.

Paper DOI: https://doi.org/10.1016/j.ultrasmedbio.2023.06.001

Imaging sequence:
 o Imaging was performed by a pair of P4-1 cardiac probes (ATL, 96 elements per array) .
 o The ring array consisted of 3072 element positions (1536 over 16 Probe 01 positions, 1536 over 16 Probe 02 positions).
 o 384 source elements.
 o Sampling frequency (Fs) = 22.727 MHz.
 o [Number of time samples (Nt), No. of Traces] = [3328, 442368].
 o Source-receiver pairings for all 442368 traces is given by elementRelas.txt.

These imaging experiments include:
(1) 01_Experimental_USCT_Brain.mat:
 o USCT data from imaging the 2.5D PVA brain phantom.

(2) 02_Synthetic_USCT_Brain.mat:
 o USCT data from synthetic imaging the 2.5D numerical brain phantom.
 o The true numerical brain phantom for this imaging problem is given in TrueVp.mat.

(3) 03_Experimental_USCT_WaterShot.mat:
 o USCT data from imaging just water.
 
Additional files include:
elementList.txt: Calibrated transducer element positions, [Element ID, x,y,z - positions]
elementRelas.txt: The source-receiver transducer element IDs for all traces [Trace ID, Source ID, Receiver ID]
signal_filtered.mat: 384 source wavelets for all source elements (filtered by *)
TrueVp.mat: True velocity model of the numerical brain phantom (dx = 0.186 mm, dimensions = [957, 958])

* To filter USCT data 'dataset' to match the source signals, apply the following matlab solution (or equivalent):
Fs = 22.727e06;
N = 100;
F01 = 0.4e06;
F02 = 2.0e06;
[Hd a] = fir1(N,[F01, F02]/(Fs/2)); 
dataset_filtered = filtfilt(Hd,a,dataset);
DOI: 10.17632/t6mdbpy2yk.1
title: SuroTex: Surrounding Texture Dataset

description: This dataset contains 5000 texture images distributed across 50 classes with 100 images in each class. Despite being focused on the textures, color information (RGB) is still included in the 100 × 100 pixels images. As the name suggests, this dataset involves a variety of textures that can commonly be found in our surroundings, including textured surfaces from both indoor and outdoor areas.
DOI: 10.17632/t6mdbpy2yk.2
title: SuroTex: Surrounding Texture Dataset

description: This dataset contains 5000 texture images distributed across 50 classes with 100 images in each class. Despite being focused on the textures, color information (RGB) is still included in the 400 × 400 pixels images. As the name suggests, this dataset involves a variety of textures that can commonly be found in our surroundings, including textured surfaces from both indoor and outdoor areas.
DOI: 10.17632/zys6gdc2pg.1
title: Cytoreductive Surgery plus Hyperthermic Intraperitoneal Chemotherapy versus R0 Resection for Resectable Colorectal Cancer with Peritoneal Metastases and Low Peritoneal Cancer Index Scores: A Collaborative Observational Study from Korea and Japan

description: Retrospective data
DOI: 10.17632/9zjtgmxf7f.1
title: LDHU3_07.1430

description: Cation-transporting ATPase; Leishmania donovani (HU3 strain)
DOI: 10.17632/n32nv29smz.1
title: LDHU3_07.1210

description: Protein kinase; Leishmania donovani (HU3 strain)
DOI: 10.17632/dc4y7v47ff.1
title: Supplemental material for Periodic mist spray's dynamic effect on outdoor thermal environment and thermal perception of local people: An experiment and questionnaire study in hot-humid areas

description: Supplemental material, Questionnaire.docx and Results of the experiment and questionnaire survey.xlsx, for Periodic mist spray's dynamic effect on outdoor thermal environment and thermal perception of local people: An experiment and questionnaire study in hot-humid areas by Pin Wang
DOI: 10.5517/ccdc.csd.cc2k0c76
title: CCDC 2353837: Experimental Crystal Structure Determination

description: Related Article: Buqin Xu, Yanling Li, Geoffrey Gontard, Keevin Béneut, Paraskevas Parisiades, Maxime Deutsch, Rodrigue Lescouëzec|2025|Inorg.Chem.Front.|12|744|doi:10.1039/D4QI02499K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/k2nm6d6mkw.1
title: Concerted two-proton-coupled electron transfer (2PCET) reaction between pyrogallol and superoxide radical anion

description: 2PCET mechanisms between benzene-1,2,3-triol (pyrogallol) and superoxide radical anion (O2•−) in N,N-dimethylformamide. The 2PCET occurs as an intra-complex reaction after the formation of prereactive complex. This reaction was theoretically obtained using the density functional theory (DFT) level with the Becke three-parameter Lee–Yang–Parr functional.
DOI: 10.5517/ccdc.csd.cc2k0cgf
title: CCDC 2353844: Experimental Crystal Structure Determination

description: Related Article: Buqin Xu, Yanling Li, Geoffrey Gontard, Keevin Béneut, Paraskevas Parisiades, Maxime Deutsch, Rodrigue Lescouëzec|2025|Inorg.Chem.Front.|12|744|doi:10.1039/D4QI02499K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k33qj
title: CCDC 2356487: Experimental Crystal Structure Determination

description: Related Article: Tonmoy J. Bora, Nand K. Gour, Lakshi Saikia, Unnati Bora, Nitumoni Hazarika, Donguk Kim, Young-Bin Park, Rafikul Ali Saha, Arpita Devi, Galla V. Karunakar, Magdi E.A. Zaki, Kusum K. Bania|2025|Appl.Catal.,A|691|120053|doi:10.1016/j.apcata.2024.120053
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/d92pn2xv9y.1
title: LINF_300011000

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/wvd8t3zyv7.1
title: LDHU3_07.1530

description: Proteasome regulatory non-ATPase subunit; Leishmania donovani (HU3 strain)
DOI: 10.17632/ppgdxmckm9.1
title: Neuropsychiatric symptoms and inflammatory markers

description: The aim of this study is to investigate the relationship between inflammatory markers and the severity of fatigue and neurological manifestations in COVID-19 survivors in Thailand.
DOI: 10.17632/7shjyx8j5r.1
title: Dulinski2023_data

description: All measurement data presented in the article: "Isotope effects accompanying δ2H, δ18O and δ17O analyzes of aqueous saline solutions using cavity ring-down laser spectroscopy"
Excel sheet consists of:
1) Molalities of prepared NaCl, CaCl2, MgSO4, MgCl2 solutions and their mixtures (NaCl+CaCl2, NaCl+MgSO4)
2) Isotope composition of source deionized water
3) Isotope results of measured solutions and mixtures of different molalities 
4) Modelling results
DOI: 10.5517/ccdc.csd.cc2k3wsc
title: CCDC 2357233: Experimental Crystal Structure Determination

description: Related Article: Quinten Thijssen, Joshua A. Carroll, Florian Feist, Andreas Beil, Hansjörg Grützmacher, Martin Wegener, Sandra Van Vlierberghe, Christopher Barner-Kowollik|2024|Materials Horizons|11|6184|doi:10.1039/D4MH00976B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k3wrb
title: CCDC 2357232: Experimental Crystal Structure Determination

description: Related Article: Quinten Thijssen, Joshua A. Carroll, Florian Feist, Andreas Beil, Hansjörg Grützmacher, Martin Wegener, Sandra Van Vlierberghe, Christopher Barner-Kowollik|2024|Materials Horizons|11|6184|doi:10.1039/D4MH00976B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kjztx
title: CCDC 2369820: Experimental Crystal Structure Determination

description: Related Article: Lorenzo Michelini, Tanya Slaney, Seerat Virk, Estefanía Rafic, L. Charlie Qie, Klara Corejova, Mathieu L. Lepage, Stefania F. Musolino, Allen G. Oliver, Roberto Etchenique, W. David Hong, Gino A. DiLabio, Jeremy E. Wulff|2025|Chemical Science|16|970|doi:10.1039/D4SC06427E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/cjwgv9dkg5.1
title: LINF_300014900

description: protein of unknown function (DUF4139); Leishmania infantum (strain JPCM5)
DOI: 10.17632/pwnn2m3c2c.1
title: LINF_300016100

description: mitochondrial carrier protein-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5517/ccdc.csd.cc2l4ttd
title: CCDC 2387924: Experimental Crystal Structure Determination

description: Related Article: Anastasiya S. Soldatenko, Alexander I. Albanov, Alexander A. Korlyukov, Alexander D. Volodin, Nataliya F. Lazareva|2025|J.Organomet.Chem.|1025|123468|doi:10.1016/j.jorganchem.2024.123468
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.zkpkxu
title: Occurrence Download

description: A dataset containing 16394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Viet Nam, Lao People’s Democratic Republic, Thailand, Cambodia, Russian Federation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sapindaceae"
 ]
}

 The dataset includes 16394 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004310-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2l4tvf
title: CCDC 2387925: Experimental Crystal Structure Determination

description: Related Article: Anastasiya S. Soldatenko, Alexander I. Albanov, Alexander A. Korlyukov, Alexander D. Volodin, Nataliya F. Lazareva|2025|J.Organomet.Chem.|1025|123468|doi:10.1016/j.jorganchem.2024.123468
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/gd8p7fjt85.1
title: LINF_300014600

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fx7frkjm3w.1
title: Can dance improve turning in people with Parkinson’s disease? research data

description: Can dance improve turning in people with Parkinson’s disease? research data
Objective: This study primarily investigates the effects of a dance intervention on selected functional parameters during the 180 turning phase of the Timed Up & Go test in people with Parkinson’s disease.
We hypothesized that dance can improve selected functional turning parameters (NS and TTP) in PwP, thus enhancing functional mobility.
The data shows: Participant's Characteristics; Control and Dance group Number of steps and total time of the 180 turning; Control and Dance group Z Axys orientation during the 180 turning phase of the Timed up and Go test, pre- and post-intervention, in the fast and self-selected speed.
DOI: 10.17632/3fwsfzfywf.1
title: LINF_300012600

description: co-chaperonin GrpE; Leishmania infantum (strain JPCM5)
DOI: 10.17632/2xgc3p28db.1
title: seismic data of drill hole 1-5

description: Active source surface wave data collected from the Kuan-chung Plain in Shaanxi Province, China
DOI: 10.17632/btr3pxb648.1
title: Exploring Consumer Behavior Determinants in LMICs_Appendix B_Literature review table

description: Exploring Consumer Behavior Determinants in Low- and Low-Middle-Income Countries: Drivers and Barriers for Plant- and Animal-Based Protein Consumption 

Abstract 
Balancing plant- and animal-based protein consumption is crucial for individual health and environmental well-being. In this systematic literature review, we investigated the behavioral determinants influencing consumption of protein-rich foods (animal-based foods, legumes, and pulses) in low- and lower-middle-income countries. From 1,614 initial studies, 127 were selected for in-depth analysis, extracting article information, study characteristics, and behavioral determinants categorized using the COM-B model and Theoretical Domains Framework. Results showed that most studies included determinants related to motivation (e.g., sensory characteristics, health, and price) and opportunity (e.g., availability and access), with capability less frequently studied. Meat and fish were the most studied food groups, while legumes were less frequently addressed. The vast majority of studies were conducted in Sub-Saharan Africa. These findings highlight the need for more research on the determinants of plant-based protein choices and capability factors to better inform policies and interventions that promote healthy and sustainable food consumption.
DOI: 10.17632/p8f2p9y2ft.1
title: Concerted proton-coupled electron transfer (PCET) reaction between favipiravir (T-705) and hydroperoxyl radical

description: PCET mechanisms between pyrazine antiviral drugs, 6-fluoro-3-hydroxypyrazine-2-carboxamide (favipiravir, T-705) and hydroperoxyl radical (HO2•) in N,N-dimethylformamide. The PCET occurs as an intra-complex reaction after the formation of prereactive complex. This reaction was theoretically obtained using the density functional theory (DFT) level with the Becke three-parameter Lee–Yang–Parr functional.
DOI: 10.17632/8vvm3yk4xx.1
title: Thermal analysis (DSC-TG-MS) - Senegal phosphate ore with additives - uncalcined and calcined samples

description: Samples of phosphate ores from Senegal deposit with additives (NaCl, KNO3, Na2CO3) before and after calcination process were subjected to differential scanning calorimetry and thermogravimetry coupled with mass spectrometry (DSC-TG-MS).
All samples used in this study prior to any experiments were air dried under ambient conditions, then ground in IKA A11 Basic analytical mill and sieved to fraction less than 300 μm.
Samples of phosphate ore from Senegal deposit were mixed with solid NaCl, KNO3 and Na2CO3 in 19:1 (m/m) relation. The mixtures were then calcined in porcelain crucibles in the FCF 12 SHM resistance muffle furnace at the temperature (850°C, 950°C, 1050°C) and calcination time (1 h, 2 h, 3 h) according to the experiment matrix of full factorial design plan. Approx. 10 g of sample was placed in the crucible which was inserted to a preheated oven, kept for the selected time, then removed and cooled in a desiccator.
The thermal analyzer Netzsch STA 449 F3 Jupiter, with thermobalance and the quadrupole mass spectrometer Netzsch Aeolos QMS 403C, was used. Sample containing 20 mg of studied material was placed in a 85 μl DSC crucible made of alumina, and then heated to a temperature of 1100°C with a heating rate of 10°C/min in synthetic air with a total flow of 30 ml/min. Measurements were preceded by correction measurement up to 1200°C to compensate thermal effects associated with characteristics of the crucible.

This research was funded by National Science Centre, Poland under research project „Badania oczyszczania surowców fosforowych z kadmu przez kalcynację”, no UMO-2021/41/N/ST8/00147.
DOI: 10.17632/mj3959h7hd.1
title: Thermal analysis (DSC-TG-MS) - Tunisia phosphate ore with additives - uncalcined and calcined samples

description: Samples of phosphate ores from various deposits were subjected to differential scanning calorimetry and thermogravimetry coupled with mass spectrometry (DSC-TG-MS).
All samples used in this study prior to any experiments were air dried under ambient conditions, then ground in IKA A11 Basic analytical mill and sieved to fraction less than 300 μm.
Samples of phosphate ore from Tunisian deposit were mixed with solid NaCl, KNO3 and Na2CO3 in 19:1 (m/m) relation. Samples of phosphate ore from Tunisian deposit were also impregnated in solutions of the same inorganic salts. The mixtures as well as impregnated samples were then calcined in porcelain crucibles in the FCF 12 SHM resistance muffle furnace at the temperature (850°C, 950°C, 1050°C) and calcination time (1 h, 2 h, 3 h) according to the experiment matrix of full factorial design plan. Approx. 10 g of sample was placed in the crucible which was inserted to a preheated oven, kept for the selected time, then removed and cooled in a desiccator.
The thermal analyzer Netzsch STA 449 F3 Jupiter, with thermobalance and the quadrupole mass spectrometer Netzsch Aeolos QMS 403C, was used. Sample containing 20 mg of studied material was placed in a 85 μl DSC crucible made of alumina, and then heated to a temperature of 1100°C with a heating rate of 10°C/min in synthetic air with a total flow of 30 ml/min. Measurements were preceded by correction measurement up to 1200°C to compensate thermal effects associated with characteristics of the crucible.

This research was funded by National Science Centre, Poland under research project „Badania oczyszczania surowców fosforowych z kadmu przez kalcynację”, no UMO-2021/41/N/ST8/00147.
DOI: 10.17632/62yrz7bv7c.1
title: Soundscape Citizen Science Potential in Chilean Patagonia's Queulat National Park

description: A soundscape-based citizen science (CS) program was developed and tested within Queulat National Park (QNP), a protected area (PA) experiencing overtourism in recent years, along Chilean Patagonia’s Route of National Parks. Research employed visitor intercepts to recruit 650 CS volunteers for a brief listening exercise and survey at three QNP sites, during the peak tourism season —February 2022.
DOI: 10.17632/s3ptkdg2zz.1
title: hnRNPUL1 ensures efficient Integrator-mediated cleavage of snRNAs and is mutated in amyotrophic lateral sclerosis

description: Uncropped blots
DOI: 10.17632/88csnn8fb4.1
title: Abundance, Distribution, and Threats of Grey Parrots in Nigeria

description: This dataset, collected in 2018/19, presents information on the abundance, distribution, and threats to African Grey Parrots in Nigeria. We provide details on the locations and types of habitats where African Grey Parrots have been recently sighted. The distance of each habitat to the nearest mangrove, an important breeding site for the parrots, is also included. The habitats are grouped under the following categories: Cross River Forest Area (CRFA), Niger Delta Creek (NDC), Western Forest Area (WFA), and Lower North-East Forest Area (LNEFA). Information on encounter rates of the parrots across the two seasons—rainy and dry—was provided, along with the seasonal variations in abundance and perceived threats as reported by community members living near the forest sites where the surveys were conducted. In addition to the perceived threats, we provided information on onsite observations of the threats, including trapping of adult individuals, nest poaching of juveniles, logging, and hunting, to reveal the spatial variations of these threats.
DOI: 10.17632/dkypjhkmgb.1
title: ScamGen

description: ScamGen: A Comprehensive Dataset of Chinese Telephone Scams

This dataset, created using the ScamGen technique, focuses on capturing the psychological dynamics between scammers and victims in Chinese telephone scams. It is derived from a multi-source data collection framework and is expanded through a template-based data augmentation method, generating diverse and realistic scam scenarios. The dataset emphasizes the interactions between scammers and victims, using sentence- and word-level perturbations to ensure a wide variety of scam types and techniques.

This rich dataset covers various scam strategies, such as urgency, impersonation, and emotional manipulation, designed to simulate the real-life psychological tactics employed by scammers. It has been rigorously evaluated and proven to outperform large language models in generating diverse and high-quality scam-related data.

Alongside this dataset, five deep learning models for intent detection were developed, with BERT achieving a precision of 86.68%. This dataset is a valuable resource for researchers and practitioners in the fields of cybersecurity and fraud detection, enabling a deeper understanding of telephone scammer tactics and aiding in the development of more effective detection systems.
DOI: 10.17632/7jw7b2fmnt.1
title: Modeling Travel Choice

description: Data were obtained from the government of the Republic of Korea via a R&D and service project programs.
1. National Household Travel Survey
2. Vehicle Navigation Data
3. Smartcard Data
4. Bike-sharing Data
5. Geographic Information System (GIS) Data
DOI: 10.17632/5yczk9nkfx.1
title: Nd isotopes of the Carboniferous shallow-water carbonates, southern Kazakhstan

description: Shallow-water carbonates were collected in 2017 in the Karatau Mountains, southern Kazakhstan from the Carboniferous succession at Ushozen. Sediments were dissolved to separate and remove terrigenous fractions. Neodymium and samarium were isolated using column chromatography and analyzed by multi-collector mass spectrometer (TIMS). The data span three shallowing-upward cycles in the Serpukhovian of the Ushozen section, which were deposited during interglacial periods.