cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nmsf2b9tr7
title: DATA ON LAND DEGRADATION FOR BRAZIL

description: Land degradation is the phenomenon that negatively impacts human populations and ecosystems around the world, resulting in a reduction or loss of the biological or economic productivity and complexity of land. In order to mitigate this phenomenon, countries of the United Nations have proposed Target 15.3 of the Sustainable Development Goal 15, aiming to combat desertification, restore degraded lands and soils, and strive for a land degradation-neutral world by the year 2030. The raster data provided here represents areas where there has been a loss of biological or economic productivity between the years 2001 and 2020, contributing to the measurement of land degradation in the country. The methodology is described in "Steps to reproduce" below.

The following data is made available here:
Product 1: Raster data with the degradation class with clipping for the five administrative regions of Brazil. 30-meter spatial resolution, geographic coordinate system, WGS84 datum. Representation of values in Int16 with compression (reducing its size);
Product 2: degraded area calculated by the plugin for each administrative region in Brazil in a spreadsheet (xlsx);
Product 3: Vector data (shapefile format) with the calculation of degraded areas in the attribute table for the study areas of the research linked to the Nexus project (Cerrado and Caatinga biomes, São Francisco river basin and transpositions, and some municipalities in the Queimadas region, Petrolina and Barreiras). Data in the plane coordinate system, Albers equivalent conic projection, SIRGAS 2000 datum.

We thanks FAPESP (funding of Projeto Nexus) and CNPQ (funding of research fellowship PIBIC and PCI)
DOI: 10.6084/m9.figshare.23552079.v1
title: Supplementary data for: "Early aerial expedition photos reveal 85 years of glacier growth and stability in East Antarctica"

description: <i>Mads Dømgaard</i><sup><em>1</em></sup><i>, Anders Schomacker</i><sup><em>2</em></sup><i>, Elisabeth Isaksson</i><sup><em>3</em></sup><i>, Romain Millan</i><sup><em>4</em></sup><i>, Flora Huiban</i><sup><em>1</em></sup><i>, Amaury Dehecq</i><sup><em>4</em></sup><i>, Amanda Fleischer</i><sup><em>1</em></sup><i>, Geir Moholdt</i><sup><em>3</em></sup><i>, Jonas K. Andersen</i><sup><em>1</em></sup><i>, Anders A. Bjørk</i><sup><em>1</em></sup><sup><em>1</em></sup><i>Department of Geoscience and Natural Resource Management, University of Copenhagen, 1350 Copenhagen K, Denmark</i><sup><em>2</em></sup><i>Department of Geosciences, UiT The Arctic University of Norway, Postboks 6050 Langnes, NO-9037 Tromsø, Norway</i><sup><em>3</em></sup><i>Norwegian Polar Institute, 9296 Tromsø, Norway</i><sup><em>4</em></sup><i>Univ. Grenoble Alpes, IRD, CNRS, INRAE, Grenoble INP, IGE, 38000 Grenoble, France</i><br><b>Abstract:</b><br>During the last few decades, several sectors in Antarctica have transitioned from glacial mass balance equilibrium to mass loss. In order to determine if recent trends exceed the scale of natural variability, long-term observations are vital. Here we explore the earliest, large-scale, aerial image archive of Antarctica to provide a unique record of 21 outlet glaciers along the coastline of East Antarctica since the 1930s. In Lützow-Holm Bay, our results reveal constant ice surface elevations since the 1930s, and indications of a weakening of local land-fast sea-ice conditions. Along the coastline of Kemp and Mac Robertson, and Ingrid Christensen Coast, we observe a long-term moderate thickening of the glaciers since 1937 and 1960 with periodic thinning and decadal variability. In all regions, the long-term changes in ice thickness correspond with the trends in snowfall since 1940. Our results demonstrate that the stability and growth in ice elevations observed in terrestrial basins over the past few decades are part of a trend spanning at least a century, and highlight the importance of understanding long-term changes when interpreting current dynamics.<br><br><b>Data description:</b>This dataset contains produced DEMs, orthophoto mosaics, ice front positions, surface flow velocity, and dH estimates derived from Norwegian and Australian aerial expedition images captured along the east Antarctic coastline (Lützow-Holm Bay (38° East) to Ingrid Christensen Coast (79° East)) between 1937 and 1973. The DEMs and orthophoto mosaics were generated using structure-from-motion (SfM) photogrammetry in Agisoft Metashape v. 1.7.4.This dataset also includes the codes used for the figures in the article.
DOI: 10.17632/f4w9mr5z3t
title: Forward Osmosis (FO) Membrane Performance Model

description: Forward Osmosis Performance Model This model (developed using LabVIEW) predicts the performance of forward osmosis membrane modules based on the input salinities and flows. The model divides the membrane module in small sections, and it creates the performance profile across the module. System Requirements: Windows 7 SP1 or later - Mac OS 10.14 or later 1 GB RAM 1 GB Disk space Installation - Windows: Unzip file FO_Model_WIndows_Installer.zip Run file: FO_model_install.exe and follow on-screen instructions Installation - Mac OS: Unzip file FO_Model_Mac.zip Install LabVIEW Runtime: LabVIEW_Runtime_2020.dmg Open folder FO_Model and Run app: FO_Model
DOI: 10.17632/s53hvpfp2p
title: Data for: Mechanistic Evaluation of Li2O2 Adsorption on Carbon Nanotube Electrodes: A Theoretical Study

description: This file contains supporting data and information
DOI: 10.25452/figshare.plus.28385684.v1
title: Source data and code from '<b>Integration of GWAS, QTLs and keratinocyte functional assays reveals molecular mechanisms of Atopic Dermatitis</b>'

description: Source code and data to perform main analyses, and to generate figures, from '<b>Integration of GWAS, QTLs and keratinocyte functional assays reveals molecular mechanisms of Atopic Dermatitis</b>' Oliva et al 2025.It contains the v.1.0 of the github repository AtDermQTLGWAS_manuscript
DOI: 10.6084/m9.figshare.14303965.v1
title: Drawing Electrochemical Sensors Using a 3D Printing Pen

description: This communication demonstrates that a 3D printing pen, commercially-available as a toy for kids, can be used to draw thermoplastic electrochemical sensors using conductive filaments over any desirable format and substrate. A polylactic acid filament containing graphene or carbon black was passed through the 3D pen that works as a handheld 3D printer (fused deposition modeling type). As proof-of-concepts, we select three designs, the first one analogous to a conventional carbon-paste electrode, the second one containing the three electrodes in a cylindrical tube and the third one similar to commercial screen-printed electrodes. The 3D pen was used to draw the thermoplastic electrodes inside the pockets of all devices until reaching the copper wires to establish electric contact. Customized 3D printed substrates were used to guide the application of the 3D pen. The fabricated electrodes were applied for the detection of dopamine and trace metals as well as to generate electrochemically a Prussian Blue modified sensor. Many other designs, conductive filaments and substrates can be combined with a 3D pen to draw electrochemical sensors as well as other electrochemical devices, with applications ranging from medical point-of-care platforms, energy-storage devices as well as for teaching purpose.
DOI: 10.6084/m9.figshare.22057109.v2
title: Shrubs and precipitation interactions shape functional diversity of nematode communities on the Qinghai-Tibet Plateau

description: Two databases are included in this file: <br> a sites x species matrix which includes nematode composition; <br> a sites x environmental factor which includes soil properties and climate facotor
DOI: 10.6084/m9.figshare.26344198.v1
title: Measured reduced PDF G(<i>r</i>) of as-deposited MgMoN<sub>2</sub> films

description: Figure data for manuscript "Synthesis pathways to thin films of stable layered nitrides"
DOI: 10.6084/m9.figshare.28021436.v1
title: The complete sequence of the chloroplast genome of <i>Achillea ptarmica</i> using long read sequencing

description: The raw data of the research 'The complete sequence of the chloroplast genome of <i>Achillea ptarmica</i> using long read sequencing'
DOI: 10.6084/m9.figshare.28893071.v1
title: Raw data for main and supplemental figures

description: ProQ has recently emerged as a major post-transcriptional regulator in bacteria through directly binding to diverse mRNAs and small non-coding RNAs (sRNAs). However, the impact of ProQ in many pathogenic bacteria remains poorly understood. In this study, we investigated the role of ProQ in enterohaemorrhagic <i>Escherichia coli</i> (EHEC), a non-invasive intestinal pathogen. We found that deletion of <i>proQ</i> significantly enhanced cell adherence ability of EHEC and led to upregulation of the locus of enterocyte effacement (LEE) pathogenicity island. This effect was accompanied by reduced expression of genes encoding known LEE regulators, including protein factors (<i>ihfA</i> and <i>hns</i>) and sRNAs (GlmY and GlmZ), resulting from decreased stability of their transcripts in the absence of <i>proQ</i>. Additionally, <i>proQ</i> positively regulated bacterial motility by stabilizing <i>fliC </i>mRNA. We further demonstrated that ProQ directly binds to <i>ihfA</i>, <i>hns</i>, <i>glmY</i>/<i>glmZ</i> and <i>fliC</i> transcripts at secondary structures located near their 3’ ends. Beyond virulence regulation, ProQ also contributed to antibiotic persistence of EHEC and its survival under host-associated stress conditions. Collectively, our findings highlight ProQ as a key gene regulator in EHEC, providing new insights into how this pathogen modulates its virulence at the post-transcriptional level.
DOI: 10.6084/m9.figshare.7967480.v1
title: Trait-based life-history strategies study on complex bacterial communities ecosystem function and succession using 3-CA disturbance at varying frequencies for 35 days in sludge bioreactors

description: Trait-based approaches are increasingly gaining importance in community ecology, as a way of finding general rules for the mechanisms driving changes in community structure and function under the influence of perturbations. Frameworks for life-history strategies have been successfully applied to describe changes in plant and animal communities upon disturbance. To evaluate their applicability to complex bacterial communities, we operated replicated wastewater treatment bioreactors for 35 days and subjected them to eight different disturbance frequencies of a toxic pollutant (3-chloroaniline), starting with a mixed inoculum from a full-scale treatment plant. Relevant ecosystem functions were tracked and microbial communities assessed through metagenomics and 16S rRNA gene sequencing. Combining a series of ordination, statistical and network analysis methods, we associated different life-history strategies with microbial communities across the disturbance range. These strategies were evaluated using tradeoffs in community function and genotypic potential, and changes in bacterial genus composition. We further compared our findings with other ecological studies and adopted a semi-quantitative CSR (competitors, stress-tolerants, ruderals) classification. The framework reduces complex datasets of microbial traits, functions, and taxa into ecologically meaningful components to help understand the system response to disturbance, and hence represents a promising tool for managing microbial communities.
DOI: 10.6084/m9.figshare.14135003.v1
title: netbeans_stacktraces.json

description: <pre><pre>This dataset is a collection of stack traces extracted from NetBeans bug reports. It is used and published in our paper: A. Khvorov, R. Vasiliev, G. Chernishev, I. M. Rodrigues, D. Koznov, N. Povarov. S3M: Siamese Stack (Trace) Similarity Measure. MSR 2021The S3M model code is published here https://github.com/akhvorov/S3MThe data presented as a list of records in the following JSON format:</pre></pre><pre>[<br> {<br> "bug_id": 1234,<br> "dup_id": 12,<br> "creation_ts": 1234567891234,<br> "stacktrace": {<br> "exception": ["java.lang.Exception"], <br> "frames": [<br> {"function": "java.util.ArrayList.get", "depth": 0}, <br> {"function": "com.company.Class1.method1", "depth": 1}, <br> {"function": "com.company.Class2.method2", "depth": 2}, <br> {"function": "com.company.Class1.method2", "depth": 3}<br> ]<br> }<br> },<br> {<br> "bug_id": 1235,<br> "dup_id": null,<br> "creation_ts": 1234567898765,<br> "stacktrace": {<br> "exception": ["com.company.MyException"], <br> "frames": [ <br> {"function": "com.company.Class1.method2", "depth": 0}, <br> {"function": "com.company.Class1.main", "depth": 1}<br> ]<br> }<br> }<br>]</pre><pre><pre>This is a trimmed example to show only data format.</pre></pre>
DOI: 10.6084/m9.figshare.28121831.v1
title: 49 个流量signs.xlsx

description: 包含训练所需的训练集跟测试集，还提供了包含每个类别名称及其数量的CSV格式文件。该数据集旨在为交通安全提供新方向，研究人员可以利用此数据集进行自动驾驶技术目标检测与识别，评估自动驾驶技术的安全性和可靠性。
DOI: 10.6084/m9.figshare.7040312.v1
title: Data S1. Excel spreadsheet containing data values plotted in main and supplemental figures.

description: Data S1. Excel spreadsheet containing data values plotted in main and supplemental figures.
DOI: 10.17632/2m6wk3s245
title: 基于异养-硫自养反硝化生物滞留池 脱氮效果与微生物机理-测序结果

description: 文件中包括论文中的微生物门属分析、Alpha多样性分析、Beta多样性分析
DOI: 10.17632/3w25k83fgz
title: Data for: PROCESSING OF HOUSEHOLD WASTE IN THE BTLSS USING THE WET COMBUSTION METHOD

description: The present study discusses physicochemical methods of organic waste processing in closed biotechnical life support systems (BTLSS). Sanitary and household cotton wastes were processed by the method of wet combustion in hydrogen peroxide using an alternating current electric field – a promising physicochemical method for organic waste processing in the BTLSS. The highest efficiency of the process (in terms of power consumption, duration of the process, and oxidation rate) was achieved in experiments with oxidation of a combination of cotton fabrics and urea-containing wastes such as human urine and feces. The reason for this must be that urea is a reactive aqueous solvent of cellulose.
DOI: 10.17632/5rdw9jv5vp
title: AMP2: A fully automated program for ab initio calculations of crystalline materials

description: Ab initio calculations based on the density functional theory (DFT) become a vital tool in material science for understanding and predicting material properties. However, DFT calculations involve several parameters and procedures that call for deep understanding on underlying theories and preceding knowledge on certain properties of target materials. Such technicalities cost a significant amount of human time and expose practitioners to mistakes. Here, we introduce a fully automated package for DFT calculations, automated ab initio modeling of materials property package (AMP2), which aims to produce key DFT properties of crystalline materials with essentially no user intervention except for initial structural information. This is achieved through algorithms that automatically determine various technical parameters and make self-decisions during computational workflow. As results, AMP2 is material-agnostic and provides a highly accurate band structure, band gap, effective mass, density of states and dielectric constant for the given material. Notably, the package finds the antiferromagnetic ground state by applying a genetic algorithm to effective Ising models. AMP2 also addresses band-gap underestimation in semilocal functionals with help of a hybrid functional, thereby producing a more accurate band gap, even if the material turns out to be metallic within the semilocal functional. We believe that the present package will significantly expand usage of DFT calculations by making them more accessible.
DOI: 10.6084/m9.figshare.14787813.v1
title: Filter and deposit: a potential role of freshwater mussels in ecosystem function associated with enhanced macroinvertebrate assemblage structure in a Neotropical river

description: Dataset about macroinvertebrate abundance and diversity, and mussel biodeposition and clearance rate. This data was used to show the association between mussels and macroinvertebrates in a Neotrpical river.<br>
DOI: 10.6084/m9.figshare.21677213.v1
title: Driving tourist to be green 7_DATA.xlsx

description: Food is an essential component of the tourism experience, yet its production is said to significantly influences global warming and climate change. One strategy to minimise global warming is to offer tourists an environmentally friendly diet option such as plant-based foods (PBF). This research data observes the formation of young tourists' attitudes and behavioural intentions on their experiences of PBF consumption by incorporating value consumption, concern for the environment, and perceived costs as the influencing factors. Data was collected from 267 young tourists in Indonesia.
DOI: 10.6084/m9.figshare.27927015.v1
title: Raw experimental data for follow-up journal-article of the paper named "Towards LLM-generated explanations for Component-based Knowledge Graph Question Answering Systems"

description: The research was dedicated to explainability within QA systems. The datasets contain explanations for both RDF data as well as SPARQL queries.
DOI: 10.17632/t8drhwrctm
title: Ahmed et al., 2024_maize_DIB_article

description: Plant leaf samples were collected from non-treated and with ZnO nanoparticles foliar-treated maize stands under salt stress circumstances, and raw RNA-seq data were obtained from these samples using the Illumina-NGS method.
DOI: 10.6084/m9.figshare.27914493.v1
title: Data from: Urban foraging in the Anthropocene: socio-ecological dynamics of wild edible plant use in metropolitan landscapes

description: Original dataset from: Urban foraging in the Anthropocene: socio-ecological dynamics of wild edible plant use in metropolitan landscapes
DOI: 10.17632/7dhzkmvbfc
title: Data for: Variations in hydrogen isotopic fractionation in higher plants and sediments across different latitudes: Implications for paleohydrological reconstruction
DOI: 10.6084/m9.figshare.24321496.v2
title: Electrochemical Impedance Spectroscopy (EIS) measurements of Hybrid Supercapacitor

description: Hybrid Supercapacitors (HSC) are innovative energy storage solutions that are becoming essential in many fields of applications, like automotive, aerospace and consumer electronics. Their performances are strongly influenced by several parameters, such as temperature conditions, load characteristics and State-Of-Charge (SOC). For this reason, it is becoming fundamental to characterize their performances under different scenarios.<br>One of the best ways to investigate the performances is by employing the Electrochemical Impedance Spectroscopy (EIS) measurement. However, since HSC is a recent technology, databases and studies focused on impedance analysis are not currently available in the literature.<br>For this reason, this work presents the results of a large measurement campaign carried out to acquire impedance data on a large frequency range (from 1 mHz to 100 kHz) under 8 different operating temperatures and 6 different operating SOC conditions.<br>The constructed dataset has been used to investigate impedance anomalies and to analyze the effects that temperatures and SOC may have on the HSC impedance in the following paper: "M. Catelani, L. Ciani, F. Corti, M. Laschi, G. Patrizi, A. Reatti, D. Vangi, “Experimental characterization of Hybrid Supercapacitor under different operating conditions using EIS Measurements”, IEEE Trans. Instrum. Meas., vol. 72, 2023".<br>The obtained dataset can also be used for diagnostic and prognostic purposes, as well as for battery-supercapacitor comparison, SOC estimation, and safety zone identification.<br><br><b>If using this dataset in a publication, please kindly cite: </b><b>"M. Catelani, L. Ciani, F. Corti, M. Laschi, G. Patrizi, A. Reatti, D. Vangi, “Experimental characterization of Hybrid Supercapacitor under different operating conditions using EIS Measurements”, IEEE Trans. Instrum. Meas., vol. 72, 2023".</b><br><br>If you have any question about the dataset or how to use it , please feel free to contact Gabriele Patrizi at the following e mail address: gabriele.patrizi@unifi.it
DOI: 10.6084/m9.figshare.20741410.v1
title: A methodology to quantify the neighborhood decay effect of urban cellular automata models

description: Spatial heterogeneity is an essential feature of land use change. It is important for cellular automata (CA)-based urban expansion modeling to consider the spatial heterogeneity of neighborhood effect. According to the first law of geography, there exists a distance decay effect in the neighborhood space of the urban CA models. But no research has ever been able to accurately quantify the neighborhood decay effect and apply it to models. In this study, we propose a methodology to accurately quantify the neighborhood decay effect of CA models with large neighborhood size, including the design of neighborhood configuration and the selection and optimization of decay strategies. <br> <br>
DOI: 10.17632/289kxpnp57
title: Portrait Painting Dataset For Different Movements

description: The dataset is created for article: Novel Features for Art Movement Classification of Portrait Paintings The primary data source of the portrait painting dataset in that paper is from WikiArt: A well organized huge database consists of more than 80,000 fine-art paintings in 27 different artistic styles, ranging from fifteen centuries to modern times. We created this new dataset because most of the existing datasets consist of art works with a large variation of painting content. In our research, we want to focus on portrait paintings from different art movements as portrait artworks are a major painting content in lots of art movements. There are two datasets uploaded, orgimg and faces_6class. Both include six significant art movements in art history: High Renaissance, Impressionism, Northern Renaissance, Post Impressionism, Rococo, and Ukiyo-e. The 'orgimg' is a collection of portrait paintings, while 'faces_6class' is a cropped face area from 'orgimg'. Note that there are several images from 'orgimg' that can crop out multiple faces since a certain original image could contain several faces.
DOI: 10.6084/m9.figshare.14920665.v1
title: zhao lao shi 2019.12.zip

description: phosphalipids and glycerolipids of green pepper stored at 4℃ for 20d and 10℃ for 20d.