cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24893844.v1
title: Foliar jasmonic acid application reduces Cd and As accumulations-data analysis

description: The remediation of cadmium (Cd) and arsenic (As) contaminated paddy soil has always been a complicated issue because of the differences in their chemical properties. In this study, we report a safe and effective strategy to ameliorate the toxicity of Cd-As combined pollution on rice. We found that foliar spraying of 1 μM jasmonic acid (JA) decreased the Cd concentration (34.6% and 38.3%) and As concentration (30.8% and 40.8%) in grains of Huanghuazhan and Huarun No.2. JA application increased net photosynthetic rate and the contents of chlorophyll a and chlorophyll b. Also, it scavenged the levels of H<sub>2</sub>O<sub>2</sub> and O<sub>2</sub><sup>.-</sup>, reduced lipid peroxidative damage by promoting the activities of antioxidant enzymes and changing the cellular redox status of rice flag leaves. These results demonstrated that foliar spraying of JA could be taken as an effective strategy in preventing the accumulation of Cd and As in rice grains. This research provides a reliable solution to heavy metal pollution problems in farmland which will attract readers.
DOI: 10.6084/m9.figshare.22117466
title: Railkill data_Balule

description: Data used in study Mortality on the Tracks: Spatiotemporal patterns to rail-kill in the Balule Nature Reserve, South Africa (doi: 10.1002/wlb3.01167). Location data has been removed to protect location information of vulnerable species
DOI: 10.6084/m9.figshare.24894342
title: Source code

description: Source code for the visualisation plots of a benchmark of nine existing tools for the prediction of RNA 3D structures.
DOI: 10.35097/1719
title: Dataset: On the Similarity of Web Measurements Under Different Experimental Setups

description: Measurement studies are essential for research and industry alike to understand the Web's inner workings better and help quantify specific phenomena. Performing such studies is demanding due to the dynamic nature and size of the Web. An experiment's careful design and setup are complex, and many factors might affect the results. However, while several works have independently observed differences in the outcome of an experiment (e.g., the number of observed trackers) based on the measurement setup, it is unclear what causes such deviations. 
 This work investigates the reasons for these differences by visiting 1.7M webpages with five different measurement setups. Based on this, we build `dependency trees' for each page and cross-compare the nodes in the trees. The results show that the measured trees differ considerably, that the cause of differences can be attributed to specific nodes, and that even identical measurement setups can produce different results.
description: Measurement studies are essential for research and industry alike to understand the Web's inner workings better and help quantify specific phenomena. Performing such studies is demanding due to the dynamic nature and size of the Web. An experiment's careful design and setup are complex, and many factors might affect the results. However, while several works have independently observed differences in the outcome of an experiment (e.g., the number of observed trackers) based on the measurement setup, it is unclear what causes such deviations. 
 This work investigates the reasons for these differences by visiting 1.7M webpages with five different measurement setups. Based on this, we build `dependency trees' for each page and cross-compare the nodes in the trees. The results show that the measured trees differ considerably, that the cause of differences can be attributed to specific nodes, and that even identical measurement setups can produce different results.
description: This repository hosts the dataset corresponding to the paper "On the Similarity of Web Measurements Under Different Experimental Setups", which was published at the Proceedings of the 23nd ACM Internet Measurement Conference 2023.
DOI: 10.15161/oar.it/143303
title: Carta Geologica d'Italia alla scala 1:50.000, F. 612 Randazzo

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1999 e il 2005) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/143302
title: Carta Geologica d'Italia alla scala 1:50.000, F. 612 Randazzo

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1999 e il 2005) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.34740/kaggle/dsv/7261368
title: Full TMDb TV Shows Dataset 2023 (150K Shows)
DOI: 10.15161/oar.it/143307
title: Carta Geologica d'Italia alla scala 1:50.000, F. 613 Taormina

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1998 e il 2001) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/143306
title: Carta Geologica d'Italia alla scala 1:50.000, F. 613 Taormina

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1998 e il 2001) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.6084/m9.figshare.23921556
title: BioCON rhizobacteria metadata

description: Tab-delimited file. All headers are explanatory; ring = Free-Air Carbon Enrichment ring for elevated atmospheric CO2 addition in the field.
DOI: 10.5281/zenodo.10424116
title: Gestão de resíduos sólidos e seu impacto na qualidade de vida: Caso de estudo do Bairro Torrone Velho (Quelimane – Moçambique)
DOI: 10.5281/zenodo.10424117
title: Gestão de resíduos sólidos e seu impacto na qualidade de vida: Caso de estudo do Bairro Torrone Velho (Quelimane – Moçambique)
DOI: 10.5255/ukda-sn-856887
title: Driving Behaviour Change for Wet Wipe Use and Disposal, 2023

description: Preventative waste management is at the top of the waste hierarchy set out in the EU Waste Framework and underpins multiple UN Sustainable Development Goals. However, ‘prevention of using’ and ‘re-using’ products involve human behaviour, which makes strategies informed by behavioural science highly relevant for understanding and supporting citizen behavioural change. Studying how pro-health and pro-environmental behaviours support and/or conflict each other would benefit psychologists and economists by facilitating greater engagement with environmental scientists. 
In this discipline-hopping collaborative project, an experimental survey study was used to exploit insights and methods from psychology, economics, and environmental science and investigate scenarios in which individuals use wet wipes and how they dispose of them. 
Across a range of hypothetical (but typical) use-case scenarios, we find evidence that motivational appeals are most effective in driving support for change at the social or policy level. However, we find that appeals to opportunity (here the opportunity to update their existing knowledge) can encourage individuals to adapt their wet wipe disposal behaviour, and appear more effective than motivating changes in use of wet wipes.
DOI: 10.6084/m9.figshare.24894420
title: Calibration_FDR_for_tree_water_content

description: Towards accurate monitoring of water content in woody tissue across tropical forests and other biomes
DOI: 10.6084/m9.figshare.24894420.v1
title: Calibration_FDR_for_tree_water_content

description: Towards accurate monitoring of water content in woody tissue across tropical forests and other biomes
DOI: 10.18712/nsd-nsd2927-v2
title: Patients' Experiences with the Health Reform Free Choice of Provider Treatment Reform, 2020

description: "Patients' Experiences with the Health Reform Free Choice of Provider Treatment Reform, 2020" is a qualitative sub-study of the national evaluation of free choice of provider treatment reform (FBV). The data consists of qualitative interviews with patients, health personnel, as well as patient advisers at Helsenorge's service "Select Treatment Place" with the intention of gathering preliminary experiences with the reform. In particular, the interviews focused on patients' experience of freedom of choice, whether they perceived variations in practice / treatment options or prioritization of patients between different treatment sites of different actors (public, private with tender agreement and private with HELFO approval), and obstacles in implementation and use of the reform.
DOI: 10.5281/zenodo.10424147
title: Utilização da lógica fuzzy para a produção de um substrato específico para a alface
DOI: 10.5519/qd.nsswp1ca
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (42 records)
DOI: 10.21227/bsxb-2r10
title: AWCV-100K

description: Mainstream real-world devices typically utilize standard RGB cameras and necessitate comprehensive coverage of commonly used words for effective communication. To tackle these challenges, we introduce AWCV-100K, a pioneering video-based air-writing dataset designed for real-world applications. AWCV-100K is a video-based air-writing Chinese character dataset, including 102,688 videos and comprising a total of 8.8 million video frames. The benchmark includes 3,755 Chinese characters from the GB1 set, encompassing 99.7% of characters used in daily communication, forming a comprehensive corpus. To ensure the developed model is robust to variations among different individuals, we have partitioned the dataset into three sets (i.e., training, validation, and testing) in an approximate ratio of 8:1:1, dividing the data by person.
DOI: 10.34740/kaggle/dsv/7261467
title: Full TMDb TV Shows Dataset 2023 (150K Shows)
DOI: 10.6084/m9.figshare.24894432
title: Supplementary Table S1

description: Supplementary Table S1: primer sequence
DOI: 10.6084/m9.figshare.24871854
title: Structural ensembles of human tRNAs based on cryoEM maps

description: Structures of tRNA models dynamically fitted to map obtained from the cryo-electron microscope experiments. Each file consists of an ensemble of 10 atomic models of unmodified and Ψ<sub>13</sub>- and Ψ<sub>55</sub>-modified human tRNA<sup>Gln</sup><sub>UUG</sub><sub>,</sub> tRNA<sup>Gly</sup><sub>CCC</sub>, tRNA<sup>Glu</sup><sub>UUC</sub> and tRNA<sup>Asp</sup><sub>CUG</sub>. It also consists of ensemble of Ψ<sub>13</sub>-, Ψ<sub>39</sub>- and Ψ<sub>55</sub>-modified human tRNA<sup>Gly</sup><sub>CCC</sub>.
DOI: 10.5281/zenodo.10424037
title: Données brut spectres émission et excitation de différents types de plante

description: Données brut des différents spectres d'émissions et d'excitations réalisé pour l'étude de la chlorophylle au sein de différents types de plante.
DOI: 10.5281/zenodo.10424038
title: Données brut spectres émission et excitation de différents types de plante

description: Données brut des différents spectres d'émissions et d'excitations réalisé pour l'étude de la chlorophylle au sein de différents types de plante.
DOI: 10.15161/oar.it/143323
title: Carta Geologica d'Italia alla scala 1:50.000, F. 625 Acireale

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:25.000 comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/143322
title: Carta Geologica d'Italia alla scala 1:50.000, F. 625 Acireale

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:25.000 comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.5281/zenodo.10423610
title: Direct Decarboxylation of Trifluoroacetates Enabled by Iron Photocatalysis – NMR raw data

description: NMR raw data and HRMS of the compounds in the publication cited.
DOI: 10.5281/zenodo.10422520
title: Genetic variants affecting NQO1 protein levels impact on efficacy of idebenone treatment in Leber hereditary optic neuropathy

description: Fastq files with complete sequencing of NQO1 gene after PCR amplification for cell lines harboring m.11778G>A/MT-ND4 or m.3460A>G/MT-ND1 and controls.
DOI: 10.5281/zenodo.10422519
title: Genetic variants affecting NQO1 protein levels impact on efficacy of idebenone treatment in Leber hereditary optic neuropathy

description: Fastq files with complete sequencing of NQO1 gene after PCR amplification for cell lines harboring m.11778G>A/MT-ND4 or m.3460A>G/MT-ND1 and controls.
DOI: 10.5281/zenodo.10423609
title: Direct Decarboxylation of Trifluoroacetates Enabled by Iron Photocatalysis – NMR raw data

description: NMR raw data and HRMS of the compounds in the publication cited.
DOI: 10.5281/zenodo.7137425
title: Smarty4Covid Dataset

description: <strong>Overview</strong> The idea of harnessing the power of Artificial Intelligence (AI) and m-health towards detecting new bio-markers indicative of the onset and the progress of respiratory abnormalities/conditions, has motivated several research endeavours in applying signal analysis and AI on audio recordings of cough, voice and breath with the ultimate goal to detect innovative COVID-19 related bio-markers. The Smarty4Covid dataset contains audio signals of cough, deep breathing and regular breathing as recorded by means of different devices through following a crowd-sourcing approach supported by a responsive web-based application. In addition, it includes self-reported information, such as demographics, symptoms and results of COVID-19 tests.<br> <strong>Data structure</strong> The main directory is organized as shown in the figure below. It contains sub-directories, each including the submissions of a specific participant. Each submission includes: (i) a unique json file (“patient.v3.json”) containing information about demographics (e.g. BMI, age, sex, presence of potential underlying medical conditions), (ii) audio recordings of cough (“cough.mp3”) and deep breathing (“breath_2.mp3”) and (iii) a json file "questionnaire.&lt;QuestionnaireId&gt;.v3.json" containing the self reported information related to the COVID-19 test (result, type and date of the test), vaccination against COVID-19 status, COVID-19 related symptoms, vital signs and more. The multiple submissions of a particular participant are distinguished by applying unique questionnaire ids. A detailed description of the various JSON files and their fields is provided in README.pdf file. ├── ...<br> │<br> ├── &lt;ParticipantID&gt;<br> │ ├── patient.v3.json<br> │ ├── questionnaire.&lt;QuestionnaireId1&gt;.audio.breath_2.mp3<br> │ ├── questionnaire.&lt;QuestionnaireId1&gt;.audio.cough.mp3<br> │ ├── questionnaire.&lt;QuestionnaireId1&gt;.v3.json<br> │ ├── ...<br> │ ├── questionnaire.&lt;QuestionnaireIdN&gt;.audio.breath_2.mp3<br> │ ├── questionnaire.&lt;QuestionnaireIdN&gt;.audio.cough.mp3<br> │ └── questionnaire.&lt;QuestionnaireIdN&gt;.v3.json<br> ├── ...<br> │<br> └── README.pdf
DOI: 10.48527/phazuk/9oowuw
title: 3_Fotografia.tab

description: :unav
DOI: 10.48527/phazuk/pqyfea
title: README_Fotografia_PT.txt

description: :unav
DOI: 10.48527/phazuk
title: Fotografia

description: Fotografias feitas durante o trabalho de campo.
DOI: 10.48527/phazuk/6wxagh
title: README_Photography_ENG.txt

description: :unav
DOI: 10.5281/zenodo.10423815
title: MINI-EX version 2.2 input files (MiMB, lab protocol series book chapter)

description: Wendrich et al. (2020) Arabidopsis root scRNA-seq dataset, processed for MiMB (lab protocol series) book chapter: "MINI-EX version 2: cell-type-specific gene regulatory network inference using an integrative single-cell transcriptomics approach"

Contains:



Seurat object of single-cell dataset

Extracted input files for MINI-EX
DOI: 10.5281/zenodo.10423816
title: MINI-EX version 2.2 input files (MiMB, lab protocol series book chapter)

description: Wendrich et al. (2020) Arabidopsis root scRNA-seq dataset, processed for MiMB (lab protocol series) book chapter: "MINI-EX version 2: cell-type-specific gene regulatory network inference using an integrative single-cell transcriptomics approach"

Contains:



Seurat object of single-cell dataset

Extracted input files for MINI-EX
DOI: 10.5281/zenodo.10424261
title: Xrp1 ChIP-seq database (data from Xrp1 is a transcription factor required for cell competition-driven elimination of loser cells)

description: Xrp1 ChIP-seq data from Baillon et al. 2018, "Xrp1 is a transcription factor required for cell competition-driven elimination of loser cells".
DOI: 10.5281/zenodo.10424262
title: Xrp1 ChIP-seq database (data from Xrp1 is a transcription factor required for cell competition-driven elimination of loser cells)

description: Xrp1 ChIP-seq data from Baillon et al. 2018, "Xrp1 is a transcription factor required for cell competition-driven elimination of loser cells".
DOI: 10.57745/quekpb
title: Popilliajaponica_Coleoptera_rasters.zip

description: :unav
DOI: 10.57745/ro9psl
title: Readme.txt

description: :unav
DOI: 10.57745/j3b8yq
title: Readme.txt

description: :unav
DOI: 10.57745/jdwe9x
title: Suitability_map.zip

description: :unav
DOI: 10.57745/uslh10
title: Predictor_variables.zip

description: :unav
DOI: 10.5281/zenodo.10424154
title: Experimental data to manuscript "Resonance-Induced Anomalies in Temperature-Dependent Raman Scattering of PdSe2"

description: Experimental data to manuscript  "Resonance-Induced Anomalies in Temperature-Dependent Raman Scattering of PdSe2"
DOI: 10.5281/zenodo.10424153
title: Experimental data to manuscript "Resonance-Induced Anomalies in Temperature-Dependent Raman Scattering of PdSe2"

description: Experimental data to manuscript  "Resonance-Induced Anomalies in Temperature-Dependent Raman Scattering of PdSe2"
DOI: 10.5281/zenodo.10406842
title: A dataset of 1600 images extracted from 5 cm RGB orthophotos for the classification of 12 classes of roofing materials

description: This dataset contains a collection of 1601 image tiles of 64x64 pixels (3.2x3.2m²) annotated for 12 roofing materials. These tiles were extracted from 5 cm RGB orthophotos acquired by the city of Namur (Belgium) in 2017. The additional data used to create this dataset are (a) a Namur roof section mask, and (b) a set of 1601 material samples acquired using stratified random sampling. The tiles were obtained as follows: the centroid of each roof section containing a sample is used to extract tiles. A size of 64x64 pixels has been chosen so that a tile contains information for only one roof section, in order to learn only the colour and texture of the roof materials. This also avoids adding information outside the given roof section. The tiles are thus extracted for each orthophoto spectral band and labelled with the identifier of the class of roofing materials to which they belong. Here are the 12 material classes considered, preceded by their labels:

0- Solar panels1- Brown tiles2- Orange tiles3- Black tiles4- Dark membranes5- White membranes6- Slates containing asbestos7- Slates without asbestos8- Corrugated asbestos-cement sheets9- Gravel10- Vegetation12- Metals

There are approximately 140 tiles by material class except for the vegetated roof sections (class 10) which contains only 47 samples due to its rarety.

The dataset contains 1 folder for each spectral band. Each folder contains 1601 thumbnails in tif format named as follows:

img[tile id]_[class label].tif

It is suggested to apply pre-processing to these images as done by Wyard et al. (2023).
DOI: 10.5281/zenodo.10406843
title: A dataset of 1600 images extracted from 5 cm RGB orthophotos for the classification of 12 classes of roofing materials

description: This dataset contains a collection of 1601 image tiles of 64x64 pixels (3.2x3.2m²) annotated for 12 roofing materials. These tiles were extracted from 5 cm RGB orthophotos acquired by the city of Namur (Belgium) in 2017. The additional data used to create this dataset are (a) a Namur roof section mask, and (b) a set of 1601 material samples acquired using stratified random sampling. The tiles were obtained as follows: the centroid of each roof section containing a sample is used to extract tiles. A size of 64x64 pixels has been chosen so that a tile contains information for only one roof section, in order to learn only the colour and texture of the roof materials. This also avoids adding information outside the given roof section. The tiles are thus extracted for each orthophoto spectral band and labelled with the identifier of the class of roofing materials to which they belong. Here are the 12 material classes considered, preceded by their labels:

0- Solar panels1- Brown tiles2- Orange tiles3- Black tiles4- Dark membranes5- White membranes6- Slates containing asbestos7- Slates without asbestos8- Corrugated asbestos-cement sheets9- Gravel10- Vegetation12- Metals

There are approximately 140 tiles by material class except for the vegetated roof sections (class 10) which contains only 47 samples due to its rarety.

The dataset contains 1 folder for each spectral band. Each folder contains 1601 thumbnails in tif format named as follows:

img[tile id]_[class label].tif

It is suggested to apply pre-processing to these images as done by Wyard et al. (2023).
DOI: 10.5281/zenodo.10424118
title: EventKG

description: The EventKG is a multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in 15 languages. The EventKG is an extensible event-centric resource modelled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.
description: Version 3.2.
DOI: 10.5281/zenodo.1205373
title: Eventkg

description: The EventKG is a novel multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in five languages. The EventKG is an extensible event-centric resource modeled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.
DOI: 10.5281/zenodo.2583062
title: EventKG

description: The EventKG is a novel multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in six languages. The EventKG is an extensible event-centric resource modeled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.
description: {"references": ["Gottschalk, Simon, and Elena Demidova. \"EventKG: A Multilingual Event-centric Temporal Knowledge Graph.\" European Semantic Web Conference. Springer, Cham, 2018."]}
DOI: 10.5281/zenodo.3733829
title: EventKG

description: The EventKG is a multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in 15 languages. The EventKG is an extensible event-centric resource modelled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.
description: {"references": ["Gottschalk, Simon, and Elena Demidova. \"EventKG: A Multilingual Event-centric Temporal Knowledge Graph.\" Extended Semantic Web Conference. Springer, Cham, 2018.", "Gottschalk, Simon, and Elena Demidova. \"EventKG\u2013the hub of event knowledge on the web\u2013and biographical timeline generation.\" Semantic Web 10.6 (2019): 1039-1070."]}