cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/6lwaeg
title: Replication data for chelating ability of: "Natural and Nature-Inspired Catechol Siderophores: A Promising Strategy for Rice Blast Management"
title: Chrome Azurol S (CAS) Assay

description: Preparation of CAS Reagent. 100 mL graduated glass cylinder was previously washed with 6 M HCl. Six mL of 10 mM solution of hexadecyltrimethylammonium bromide (HDTMA) (22 mg in 6 mL distilled water) was poured into the cylinder and diluted to 40 mL with distilled water. While stirring, 1.5 mL of 1 mM ferric iron solution (2.7 mg of FeCl3·6 H2O in 10 mL HCl 1 M) was added, whereupon 7.5 mL of 2 mM Chrome Azurol S (CAS) solution (9.1 mg in 7.5 mL distilled water) was slowly added.
In a separate flask, 2.5 M solution of piperazine (4.31 g in 20 mL distilled water) was prepared and cooled to 0 °C and 6.25 mL of concentrated HCl was carefully added. The piperazine solution was added to the CAS/Fe3+ solution in the cylinder and then brought to a final volume of 100 mL with distilled water. Lastly, sulfosalicylic acid (102 mg) was added. The final blue solution was stored in a polyethylene falcon in a cool and dark place.
Compounds. The assay was done in triplicate. EDTA was selected as a positive control, whereas the negative control (N.C.) was the blank solution of H2O:DMSO 9:1 v/v.
Results: The chelating ability of the synthesized compounds was evaluated by the Chrome azurol S (CAS) assay. The tested compounds were dissolved in H2O:DMSO
9:1 v/v at 1 mg/mL concentration. 100 μL of the solution of the tested compound and 100 μL of CAS reagent were added into the same well of the 96 Microwell plate (final
concentration 0.5 mg/mL) and allowed to react for 30 min. The results evidenced that the 2,3-dihydroxy substituted benzamides have a significant chelating capability, comparable to the reference compound EDTA except for aminochelin. Conversely,
3,4-dihydroxy benzamides, with the catechol group shifted away from the amide moiety, had a lower chelating activity.
The results evidenced that the 2,3-dihydroxy substituted benzamides have a significant chelating capability, comparable to the reference compound EDTA. (see compounds 2, 3, 7a−c, 11, 16a−b) except for the natural compound 1. Conversely, 3,4-dihydroxy benzamides, with the catechol group shifted away from the amide moiety, had a lower chelating activity (7d−e, 16c). As expected, compounds 14a−e, lacking the catechol group, did not show any significant ability to chelate iron.
DOI: 10.5518/1575
title: The role of surface-active macromolecules in the ice nucleating ability of lignin, Snomax, and agricultural soil extracts

description: This dataset contains the data associated with the article titled "The role of surface-active macromolecules in the ice nucleating ability of lignin, Snomax, and agricultural soil extracts". The data is provided in the form of csv files containing the raw data; including the freezing temperatures from droplet freezing assays performed using the Freezing Ice Nucleation Counter (FINC) and the surface tension measurements taken using an optical contact angle tensiometer. The raw data provided also includes the organic carbon concentrations for each analysed solution from which the active site density per mass of carbon (n_m) was calculated.
DOI: 10.5281/zenodo.15310805
title: Dataset of "DORES: A Streamlined Software for Design and Operation of Photovoltaic and Electrical Storage Systems in Buildings and Communities"

description: This paper presents DORES (Design and Operation of Renewable Energy Systems), a streamlined and versatile simulation tool developed to support the planning and optimization of PV and storage solutions across a variety of building typologies and community scales.DORES incorporates both measured and simulated load profiles, offering pre-defined templates based on regional consumption data where high-resolution consumption data may be unavailable. The tool integrates detailed PV and battery models, supports multiple control strategies – from rule-based load following to smart-based optimization– and calculates a range of key performance indicators, such as self-sufficiency, self-consumption, net present value, life cycle cost, and CO2 emissions reduction. Validation against measured data and commercial software PV*SOL demonstrates the accuracy of the tool, with deviations in key metrics typically below 5%. Featuring an intuitive graphical user interface built in MATLAB, DORES is designed for energy researchers, engineers, and policymakers seeking a versatile platform for the design and operation of resilient, low-carbon energy systems.
DOI: 10.5281/zenodo.15310804
title: Dataset of "DORES: A Streamlined Software for Design and Operation of Photovoltaic and Electrical Storage Systems in Buildings and Communities"

description: This paper presents DORES (Design and Operation of Renewable Energy Systems), a streamlined and versatile simulation tool developed to support the planning and optimization of PV and storage solutions across a variety of building typologies and community scales.DORES incorporates both measured and simulated load profiles, offering pre-defined templates based on regional consumption data where high-resolution consumption data may be unavailable. The tool integrates detailed PV and battery models, supports multiple control strategies – from rule-based load following to smart-based optimization– and calculates a range of key performance indicators, such as self-sufficiency, self-consumption, net present value, life cycle cost, and CO2 emissions reduction. Validation against measured data and commercial software PV*SOL demonstrates the accuracy of the tool, with deviations in key metrics typically below 5%. Featuring an intuitive graphical user interface built in MATLAB, DORES is designed for energy researchers, engineers, and policymakers seeking a versatile platform for the design and operation of resilient, low-carbon energy systems.
DOI: 10.26093/cds/vizier.61181238
title: Radial velocity curve of RBS 490

description: VizieR online Data Catalogue associated with article published in journal Publications of the Astronomical Society of the Pacific with title ' The unusual cataclysmic binary star RBS 0490 and the space density of cataclysmic variables.' (bibcode: 2006PASP..118.1238T)
DOI: 10.26093/cds/vizier.61373201
title: R CrB stars spectroscopic classifications

description: VizieR online Data Catalogue associated with article published in journal Publications of the Astronomical Society of the Pacific with title ' An infrared census of R Coronae Borealis stars. II. Spectroscopic classifications and Implications for the Rate of Low-mass White Dwarf Mergers.' (bibcode: 2024PASP..136h4201K)
DOI: 10.6084/m9.figshare.31097920
title: Original data

description: green strategy
DOI: 10.6084/m9.figshare.31097920.v1
title: Original data

description: green strategy
DOI: 10.17617/3.vcjfzv
title: Raw data to accompany the paper "Transcorrelated Approach to the Thermodynamic Limit "

description: Raw date for the two Figures in the paper.
DOI: 10.5281/zenodo.18307281
title: Main Machinery Operational Data of the Training Ship ARC Gloria (2021–2025)

description: This dataset contains the historical operational records of the main propulsion engine and the generator engines (port and starboard) of the training ship ARC Gloria (Colombian Navy), covering machinery operations during the vessel's normal activities between 2021 and 2025.

Operational parameters were recorded hourly by the engine room crew member on duty, using manual readings from analog instruments and values displayed on the control system’s HMI (Human-Machine Interface) panel. The records were originally documented in official physical templates and subsequently digitized without applying imputations or corrections. This preserves missing values, outliers, human variability, and the original structure of the logs.

The repository includes three independent datasets (main propulsion engine, port generator engine, and starboard generator engine) provided in XLSX format, along with two data dictionaries (one for the propulsion engine and another for the generator engines) and a README file providing contextual information. The dictionaries describe the recorded variables, their units, data types, and the normal operating ranges defined in the official collection templates.

This dataset is intended for use in naval engineering, condition-based maintenance (CBM), predictive maintenance, operational reliability, and time-series analysis of operational data derived from real-world, manually collected records.
DOI: 10.5281/zenodo.18312533
title: Data of section 4.2.3 of Integration of a GPU-accelerated 3D fuzzy filtering method with low-dose CT reconstruction

description: This data corresponds to section 4.2.3 of Integration of a GPU-accelerated 3D fuzzy filtering method with low-dose CT reconstruction, and it consists of  images reconstructed from parallel3D projections generated from CT images,  and results of processing with different denoising methods.

This work includes reconstructed and filtered images derived from the Low Dose CT Image and Projection Data (LDCT-and-Projection-Data) dataset. Modifications include preprocessing, denoising, reconstruction, and visualization.

The original dataset is available from The Cancer Imaging Archive (TCIA) under the Creative Commons Attribution 4.0 International License (CC BY 4.0). Users of this work should cite the following reference:

McCollough, C., Chen, B., Holmes III, D., Duan, X., Yu, Z., Yu, L., Leng, S., Fletcher, J. (2020). Low Dose CT Image and Projection Data (LDCT-and-Projection-data) (Version 7) [dataset]. The Cancer Imaging Archive. https://doi.org/10.7937/9npb-2637

 

File description

The MAT files contain the following volumes, the projections reconstructed were obtained from the forward-projection of L212 volume to a Parallel3D geometry: 



LOW_NORM: Image volume reconstructed from the Parallel3D with back-projection from a quarter of the full range of projections.

REFHU_NORM: Image volume reconstructed from the Parallel3D with back-projection from the full range of projections.

REDCNN_NORM: Low-dose images denoised with the RED-CNN method.

CNCL_NORM: Low-dose images denoised with the CNCL method.

FGI_NORM: Low-dose images denoised with the F3D-FGI method, with different parameters. The volume presented in the paper is FGI_NORM_3.

FGISIRT_NORM: Image volume reconstructed from the Parallel3D with the iterative SIRT3D method regularized with F3D-FGI from a quarter of the full range of projections. The iterative method was run for 500 iterations, applying F3D-FGI every 100 iterations.


This data is presented in the HU range of [-360,3000]
DOI: 10.5281/zenodo.18312534
title: Data of section 4.2.3 of Integration of a GPU-accelerated 3D fuzzy filtering method with low-dose CT reconstruction

description: This data corresponds to section 4.2.3 of Integration of a GPU-accelerated 3D fuzzy filtering method with low-dose CT reconstruction, and it consists of  images reconstructed from parallel3D projections generated from CT images,  and results of processing with different denoising methods.

This work includes reconstructed and filtered images derived from the Low Dose CT Image and Projection Data (LDCT-and-Projection-Data) dataset. Modifications include preprocessing, denoising, reconstruction, and visualization.

The original dataset is available from The Cancer Imaging Archive (TCIA) under the Creative Commons Attribution 4.0 International License (CC BY 4.0). Users of this work should cite the following reference:

McCollough, C., Chen, B., Holmes III, D., Duan, X., Yu, Z., Yu, L., Leng, S., Fletcher, J. (2020). Low Dose CT Image and Projection Data (LDCT-and-Projection-data) (Version 7) [dataset]. The Cancer Imaging Archive. https://doi.org/10.7937/9npb-2637

 

File description

The MAT files contain the following volumes, the projections reconstructed were obtained from the forward-projection of L212 volume to a Parallel3D geometry: 



LOW_NORM: Image volume reconstructed from the Parallel3D with back-projection from a quarter of the full range of projections.

REFHU_NORM: Image volume reconstructed from the Parallel3D with back-projection from the full range of projections.

REDCNN_NORM: Low-dose images denoised with the RED-CNN method.

CNCL_NORM: Low-dose images denoised with the CNCL method.

FGI_NORM: Low-dose images denoised with the F3D-FGI method, with different parameters. The volume presented in the paper is FGI_NORM_3.

FGISIRT_NORM: Image volume reconstructed from the Parallel3D with the iterative SIRT3D method regularized with F3D-FGI from a quarter of the full range of projections. The iterative method was run for 500 iterations, applying F3D-FGI every 100 iterations.


This data is presented in the HU range of [-360,3000]
DOI: 10.5281/zenodo.18314825
title: Solanum sarrachoides Sendtn. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18314826
title: Solanum sarrachoides Sendtn. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5518/1574
title: Data associated with Innovative Approaches to Fabricate Terahertz Optics with Additive Manufacturing: Manufacture and THz Characterisation of a Silica-Filled Photopolymer

description: A data set containing the THz-TDS results (Absorption Coefficient & Refractive Index) of a 3D printed Silica-Filled Photopolymer and Standard Photopolymer at 1-4 THz.
DOI: 10.5281/zenodo.18314817
title: SHAHAR VA QISHLOQ HUDUDLARIDA ICHIMLIK SUVI TA'MINOTI SIFATI, SANITARIYA HOLATI VA AHOLI KASALLANISHI O'RTASIDAGI BOG'LIQLIKNI TAHLIL QILISH

description: Ichimlik suvi ta’minoti sifati va sanitariya holati aholining sog‘lig‘ini belgilovchi asosiy gigiyenik omillardan hisoblanadi. Ushbu tezisda shahar va qishloq hududlarida ichimlik suvi manbalari sifati, sanitariya holati va aholining yuqumli hamda yuqumli bo‘lmagan kasallanish darajasi o‘rtasidagi bog‘liqlik tahlil qilindi. Tadqiqot natijalari suv ta’minoti va sanitariya tizimlarini takomillashtirish aholi salomatligini mustahkamlashda muhim ahamiyatga ega ekanini ko‘rsatdi.
DOI: 10.5281/zenodo.18314818
title: SHAHAR VA QISHLOQ HUDUDLARIDA ICHIMLIK SUVI TA'MINOTI SIFATI, SANITARIYA HOLATI VA AHOLI KASALLANISHI O'RTASIDAGI BOG'LIQLIKNI TAHLIL QILISH

description: Ichimlik suvi ta’minoti sifati va sanitariya holati aholining sog‘lig‘ini belgilovchi asosiy gigiyenik omillardan hisoblanadi. Ushbu tezisda shahar va qishloq hududlarida ichimlik suvi manbalari sifati, sanitariya holati va aholining yuqumli hamda yuqumli bo‘lmagan kasallanish darajasi o‘rtasidagi bog‘liqlik tahlil qilindi. Tadqiqot natijalari suv ta’minoti va sanitariya tizimlarini takomillashtirish aholi salomatligini mustahkamlashda muhim ahamiyatga ega ekanini ko‘rsatdi.
DOI: 10.60502/soildata/iuzoak
title: Training Field Soil Data for Annual Mapping of Soil Organic Carbon Stock (0–30 cm) in Brazil, 1985–2024 (MapBiomas Soil Collection 3, Beta Version)

description: This dataset comprises 16,013 georeferenced points and data from 31,047 soil layers. It was utilized to train regression models for mapping soil organic carbon stock (0–30 cm) across Brazil. This data underpinned the creation of annual (baseline) maps of soil organic carbon stocks for Collection 3 of the MapBiomas Soil project, covering the period 1985–2024 (beta version). Each record includes spatial coordinates, the year of soil collection, the lower limit of the soil layer, and the cumulative soil organic carbon stock (grams per square meter) measured down to that layer.
DOI: 10.5281/zenodo.18205008
title: Benchmarking algorithms for RNA velocity inference

description: RNA velocity is a computational framework for single-cell RNA sequencing (scRNA-seq) that estimates the future transcriptional state of individual cells, thereby capturing the direction and rate of cell state transitions rather than providing a purely static snapshot. Since its introduction in 2018, multiple RNA velocity methods have been developed, differing in their modeling assumptions, required inputs, computational complexity, and robustness. However, there remains limited consensus on how best to evaluate these methods or on which tools are most reliable under specific biological and technical settings. Here, we perform a systematic comparison of 29 velocity inference algorithms across 114 simulated datasets with known ground-truth cell dynamics and 62 real scRNA-seq datasets, and we extend the evaluation to spatial and multi-omics levels where velocity is increasingly applied. We benchmark RNA velocity methods using a unified framework that decomposes performance into four practical dimensions: accuracy, scalability, stability, and usability.
DOI: 10.5066/p1gkcooz
title: Geotechnical database for Anchorage, Alaska and surrounding areas

description: In 2001, the Alaska Division of Geological & Geophysical Surveys (DGGS) published a database compiling geotechnical borehole and well-log records in Anchorage, Alaska (Combellick and others, 2001). This data release builds on that database, adding some additional cone penetration test (CPT) and well log records in broader areas across the state (Alaska Department of Natural Resources, 2013; Coulter and Migliaccio, 1966; Shannon & Wilson, Inc., 1964a; Shannon & Wilson, Inc., 1964b; Shannon & Wilson, Inc., 1995; Updike and Ulery, 1986), and organizing data in a SQLite relational database. Records cover a time range from 1948 to 2020 and include data about the drilling company, type of borehole, location, elevation, hole depth, CPT and standard penetration test (SPT) data, lithology, material properties, soil classification, and water level. Not all records contain all of these data types. Records covering the Anchorage area are more systematic and comprehensive than records in the rest of the state. Locations of available records are shown in Figure 1.
 
Figure 1. A) Overview map of Alaska showing all borehole locations in the database. B) Boreholes located in the Anchorage area. Orange dots represent geotechnical boreholes, blue dots represent water wells, and grey dots represent all other holes (pits, trenches, natural exposures, or unknown hole types).
DOI: 10.15472/6ere9w
title: Variables morfológicas en el efecto de la intensidad lumínica sobre el crecimiento y desarrollo de Elaphoglossum minimum (Dryopteridaceae) en condiciones de invernadero

description: La luz es un factor abiótico que regula procesos esenciales del desarrollo vegetal, como la morfogénesis. La deficiencia de la incidencia lumínica pueden generar estrés lumínico, dificultando la eficiencia fotosintética. En este contexto, se evaluó el efecto de tres intensidades luminosas sobre el crecimiento, desarrollo y desempeño fotosintético de Elaphoglossum minimum en condiciones de invernadero en el Jardín Botánico de Bogotá. Se seleccionaron 15 individuos, distribuidos en tres tratamientos: 100% las plantas expuestas a luz solar directa. 40% y 20% tratamientos con una y dos capas de polisombra negra, respectivamente. Se midieron variables morfológicas como altura, número de frondas, grosor y área foliar. Se realizó análisis estadísticos como pruebas de normalidad (Shapiro-Wilk, Kolmogorov-Smirnov), comparaciones no paramétricas (Kruskal-Wallis) y modelos polinómicos para explorar la relación entre incidencia lumínica y la eficiencia fotoquímica. Los resultados preliminares indicaron que el tratamiento del 100% (plena luz) indujo estrés fotoquímico y severas limitaciones en la fijación de carbono. En contraste, los tratamientos de sombra parcial (20% y 40%) promovieron una mayor eficiencia fotosintética y una regulación térmica más estable. Específicamente, el tratamiento del 20% favoreció el área foliar, mientras que el tratamiento del 40% optimizó el equilibrio entre eficiencia cuántica y uniformidad en el desarrollo de las folias. Como resultado, el tratamiento de 40% de incidencia lumínica constituye la condición ambiental más favorable para el crecimiento, desarrollo y posteriormente la conservación ex situ de E. mínimum.Es recurso consta de 3.095 registros con variables fisiológicas de individuos de Elaphoglossum minimum de la Colección viva del Jardín Botánico de Bogotá, Sistemático de criptógamas tomados durante el año 2025.
DOI: 10.25574/cdc.530
title: Chandra X-ray Observatory Chandra Data Collection for request #530

description: Chandra Data Collection for request #530
DOI: 10.15129/3cbe0feb-386e-4337-b386-4226a34247fe
title: Data for: "Triacylglyceride Melting Point Determination Using Coarse-Grained Molecular Dynamics"

description: Python script to determine melting point onset of pure TAG crystals.
All average melting point and bootstrap plots.
Melting point determination decision tree.
All simulations carried out in GROMACS 2021.3 using the COGITO FF.
DOI: 10.15129/9fd77c80-c43e-4f18-9cfc-420df756a36d
title: Data for: "COGITO: A Coarse-Grained Force Field for the Simulation of Macroscopic Properties of Triacylglycerides"

description: This dataset relates to work carried out on the development of a new MD coarse-grained force field for triacylglcyerides. MD simulations were carried out in GROMACS, while the analysis is carried out using Python.
DOI: 10.5281/zenodo.18314866
title: Solanum sisymbriifolium Lam. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18314867
title: Solanum sisymbriifolium Lam. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.15129/f711eca0-b564-43ec-8c6e-7178ba78f4eb
title: Data for: “Rapid Automated Quantification of Triacylglyceride Crystallinity in Molecular Dynamics Simulations”

description: This dataset relates to work carried out on the development of new algorithms to determine the crystallinity of triacylglycerides. MD simulations were carried out in GROMACS, while the analysis is carried out using Python.
DOI: 10.15129/a3e63cff-c28f-441e-a670-f84b995fcb8e
title: Data for: "Predicting Lipid Eutectics Using Coarse-Grained Molecular Dynamics"

description: Python script used to generate perfect crystals, and voids (in SI).

Python script used to determine melting point onset (in SI).

Average melting point onset temperature results and plots for each TAG ratio/void size combination (in SI).

Configuration files used to generate all the crystals (unit cells and individual molecules) (in zip file).

Files used for simulation in GROMACS (force field, starting configurations, topologies and simulation parameters) (in zip file).

Figures used in the paper and SI.

Bootstrap error plots.
DOI: 10.5281/zenodo.18314854
title: TABIATGA EKOLOGIK MUNOSABATLARNING MADANIY-AXLOQIY TAMOYILLARI VA ME'YORLARI

description: Maqolada tabiatga ekologik munosabatlarning madaniy-axloqiy tamoyillari va me’yorlarining ijtimoiy-falsafiy mohiyati ochib berilgan. Global ekologik muammolar sharoitida milliy va umuminsoniy ekologik-axloqiy qadriyatlarning o‘zaro aloqadorligi tahlil qilingan. Tadqiqotda «tabiat-jamiyat-inson» tizimidagi munosabatlarni tartibga solishda ma’naviy-axloqiy me’yorlarning o‘rni asoslangan. Ekologik madaniyatni shakllantirishda qadriyatlar tizimining ahamiyati ko‘rsatilgan. O‘zbekiston jamiyati kontekstida ekologik-axloqiy me’yorlarni amaliyotga joriy etish mexanizmlari taklif etilgan. Mahalla instituti, ommaviy axborot vositalari va fuqarolik jamiyati sub’ektlarining ekologik tarbiyadagi rolini kuchaytirish masalalari o‘rganilgan. Muallif tomonidan ekologik madaniyatni rivojlantirishning institutsional asoslari ishlab chiqilgan.