cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6000002
title: Predicting weed invasion in a sugarcane cultivar using multispectral image

description: The cultivation of sugar cane has been gaining great focus in several countries due to its diversity of use. The modernization of agriculture has allowed high productivity, which is affected by the invasion of weeds. With sustainable agriculture, the use of herbicides has been increasingly avoided in society, requiring more effective weed control methods. In this paper, we propose a statistical model capable of identifying the invasion of weeds in the field, using four color spectra as regressor variables obtained by a multispectral camera mounted on an unmanned aerial vehicle. With the exact identification of the weed infestation, it is possible to carry out the management in the field with herbicide applications in the exact places, thus avoiding the increase of the cost of production or even dispensing with the use of herbicides, effecting the mechanical removal of them. Results show that in the experimental field, it was possible to reduce herbicide spraying by 57%.
DOI: 10.6084/m9.figshare.6000002.v1
title: Predicting weed invasion in a sugarcane cultivar using multispectral image

description: The cultivation of sugar cane has been gaining great focus in several countries due to its diversity of use. The modernization of agriculture has allowed high productivity, which is affected by the invasion of weeds. With sustainable agriculture, the use of herbicides has been increasingly avoided in society, requiring more effective weed control methods. In this paper, we propose a statistical model capable of identifying the invasion of weeds in the field, using four color spectra as regressor variables obtained by a multispectral camera mounted on an unmanned aerial vehicle. With the exact identification of the weed infestation, it is possible to carry out the management in the field with herbicide applications in the exact places, thus avoiding the increase of the cost of production or even dispensing with the use of herbicides, effecting the mechanical removal of them. Results show that in the experimental field, it was possible to reduce herbicide spraying by 57%.
DOI: 10.6084/m9.figshare.5999990
title: Comunicando resultados de investigación mediante webinarios lawphysics

description: Título:<br>Comunicando investigación mediante webinarios lawphysics<br><br>Speaker:<br>Roberto A. Lineros, University of Liege, Belgium.<br><br>Resumen:<br>La sinergia entre científicos es esencial para el desarrollo de la ciencia. La comunidad de físicos en Latinoamérica es grande aunque no tan conectada como en Europa y en América del Norte.<br>Internet presenta muchas herramientas y ventajas que ayudarían al desarrollo de la ciencia. Uno de los objetivos detrás de los webinarios lawphysics es mejorar la comunicación de los resultados científicos dentro y fuera de Latinoamérica. Para esto usamos plataformas de libre acceso y redes sociales que maximizar la diseminación de los resultados.
DOI: 10.6084/m9.figshare.5999951
title: Lifting the blue-headed veil – integrative taxonomy of the <i>Acanthocercus atricollis</i> species complex (Squamata: Agamidae)

description: We present the first integrative review of the African agamid lizard <i>Acanthocercus atricollis</i>, a broadly distributed species found from Ethiopia through East Africa to Angola and South Africa. Since the original description of the species approximately 170 years ago six subspecies have been described, mainly on the basis of coloration characters. Our study presents new morphological and genetic data, which together suggest that <i>A. atricollis</i> is a complex of multiple species. External morphological characters and cranial osteology support some of the taxonomic differentiation implied by coloration. We also provide complementary 16S rRNA mitochondrial DNA (mtDNA) sequence data analysed in the context of species delimitation. Our integrated data support several systematic and taxonomic changes, including (1) <i>Acanthocercus branchi</i> is part of the <i>A. atricollis</i> complex, (2) the subspecies <i>A. gregorii, A. minutus, A. ugandaensis</i>, and <i>A. kiwuensis</i> merit species rank, (3) <i>A. atricollis loveridgei</i> is a synonym of <i>A. a. gregorii</i>, (4) <i>Agama cyanocephalus</i>, a former synonym of <i>A. atricollis</i>, is now recognized as full species distributed in Angola, Zambia and extreme northern Namibia. The distribution and diversity of the <i>A. atricollis</i> species complex supports the presence of a biogeographic arid corridor connecting eastern and southern Africa.
DOI: 10.6084/m9.figshare.5999951.v1
title: Lifting the blue-headed veil – integrative taxonomy of the <i>Acanthocercus atricollis</i> species complex (Squamata: Agamidae)

description: We present the first integrative review of the African agamid lizard <i>Acanthocercus atricollis</i>, a broadly distributed species found from Ethiopia through East Africa to Angola and South Africa. Since the original description of the species approximately 170 years ago six subspecies have been described, mainly on the basis of coloration characters. Our study presents new morphological and genetic data, which together suggest that <i>A. atricollis</i> is a complex of multiple species. External morphological characters and cranial osteology support some of the taxonomic differentiation implied by coloration. We also provide complementary 16S rRNA mitochondrial DNA (mtDNA) sequence data analysed in the context of species delimitation. Our integrated data support several systematic and taxonomic changes, including (1) <i>Acanthocercus branchi</i> is part of the <i>A. atricollis</i> complex, (2) the subspecies <i>A. gregorii, A. minutus, A. ugandaensis</i>, and <i>A. kiwuensis</i> merit species rank, (3) <i>A. atricollis loveridgei</i> is a synonym of <i>A. a. gregorii</i>, (4) <i>Agama cyanocephalus</i>, a former synonym of <i>A. atricollis</i>, is now recognized as full species distributed in Angola, Zambia and extreme northern Namibia. The distribution and diversity of the <i>A. atricollis</i> species complex supports the presence of a biogeographic arid corridor connecting eastern and southern Africa.
DOI: 10.6084/m9.figshare.5999903.v1
title: ROC Date (30.3.19).zip

description: Data used in this research, results of ROC analysis, table of distinction of Roc analysis<br>SPSS result：Result of ROC analysis ROC data: Identification data of each assessment Data 44: Three assessment data of 44 target children
DOI: 10.6084/m9.figshare.5999684
title: Neonicotinoid insecticides negatively affect performance measures of non-target terrestrial arthropods: a meta-analysis. Ecological Applications. EAP17-0530.R1

description: Data presented here was used in Main et al. 2018 to calculate all meta-analytical statistics including standard mean difference, random effects models, and meta-regression models. Data include source of information (e.g., table, figures, in-text), authors, publication year, reported means, SE, sample size, and specific study variables (e.g., study type, active ingredient, organism evaluated, performance measure). See the corresponding metadata for description of variables.<br><br>The metadata provide a detailed description of all variables listed in the master data file. Note: data files for subset analyses (see attached R code) were created (as necessary) from the master data file; however, all information is the same.<br>
DOI: 10.6084/m9.figshare.5999627
title: Supplementary Material for: Longitudinal Melanonychia: Differences in Etiology Are Associated with Patient Age at Diagnosis

description: <b><i>Background:</i></b> Longitudinal melanonychia (LM) may occur as a result of nail apparatus melanoma. Knowledge of etiology plays an important role in the management of LM. <b><i>Objectives:</i></b> The study is aimed to compare the diagnosis of LM in different age groups. <b><i>Methods:</i></b> We collected 63 cases (45 adults and 18 children) with LM who underwent nail matrix biopsy or excision in a 21-year cohort and assessed their clinicopathological features. <b><i>Results:</i></b> Melanomas in adults and children were 40% and none, while nevi accounted for 15.6% in adults and 94.4% in children. There was a statistically significant difference between the average age at diagnosis for melanoma (54.5 ± 13.3 years) and nevus (15.2 ± 18.5 years). Logistic regression related the occurrence of melanoma to older ages with a relative risk of 1.2 compared to nevus, but no cutoffs between age groups could be deﬁned between LM-associated nevus and melanoma. <b><i>Conclusion:</i></b> The adult group has a significantly higher risk of melanoma, while children with LM show mostly nonmelanoma etiologies. Tissue proof is more warranted in adult cases, and it is needed in selected cases of children with LM.
DOI: 10.6084/m9.figshare.5999468
title: Griffiths Harrison Antwis 2018 Microsatellite Data

description: Microsatellite genotypes supporting Griffiths et al 2018 ISME
DOI: 10.6084/m9.figshare.5999468.v1
title: Griffiths Harrison Antwis 2018 Microsatellite Data

description: Microsatellite genotypes supporting Griffiths et al 2018 ISME
DOI: 10.6084/m9.figshare.5999441
title: Supplementary Table S5

description: Differential gene expression across cancer types when comparing high genomic stressed cancers versus low genomic stressed. The data is from TCGA.
DOI: 10.6084/m9.figshare.5999441.v1
title: Supplementary Table S5

description: Differential gene expression across cancer types when comparing high genomic stressed cancers versus low genomic stressed. The data is from TCGA.
DOI: 10.6084/m9.figshare.5999438
title: needleES. 3 mm/s

description: Database for needle insertion. Speed: 3mm/s
DOI: 10.6084/m9.figshare.5999438.v1
title: needleES.zip

description: Database for needle insertion.
DOI: 10.6084/m9.figshare.5999438.v3
title: needleES. 3 mm/s

description: Database for needle insertion. Speed: 3mm/s
DOI: 10.6084/m9.figshare.5999438.v2
title: needleES 3 mm/s

description: Database for needle insertion. Acquisition speed: 3mm/s
DOI: 10.6084/m9.figshare.5999429
title: guidewireES.zip

description: Database for guidewire perforation.
DOI: 10.6084/m9.figshare.5999429.v1
title: guidewireES.zip

description: Database for guidewire perforation.
DOI: 10.6084/m9.figshare.5999243
title: data_package.zip

description: Data from the paper<b>Invasive alien pests threaten the carbon stored in Europe’s forests</b>by Rupert Seidl, Günther Klonner, Werner Rammer, Franz Essl, Adam Moreno, Mathias Neumann, and Stefan DullingerNature Communications, 9, 2018.<br>https://www.nature.com/articles/s41467-018-04096-w<br>https://doi.org/10.1038/s41467-018-04096-w<br><br>The data set contains raster data (TIF format), see readme.txt for further details.
DOI: 10.6084/m9.figshare.5999225
title: The Correlation between Aqueous Humor Flow and IOP Before and After Trabectome: Developing a Grading System to Quantify Flow

description: <b>Article full text</b> <br> The full text of this article can be found here<b>. </b>https://link.springer.com/article/10.1007/s40123-018-0127-9 <br> <b>Provide enhanced content for this article</b> <br> If you are an author of this publication and would like to provide additional enhanced content for your article then please contact <b>adisrapidplus@springer.com</b>. <br> The journal offers a range of additional features designed to increase visibility and readership. All features will be thoroughly peer reviewed to ensure the content is of the highest scientific standard and all features are marked as ‘peer reviewed’ to ensure readers are aware that the content has been reviewed to the same level as the articles they are being presented alongside. Moreover, all sponsorship and disclosure information is included to provide complete transparency and adherence to good publication practices. This ensures that however the content is reached the reader has a full understanding of its origin. No fees are charged for hosting additional open access content. <br> Other enhanced features include, but are not limited to: <br> • Slide decks • Videos and animations • Audio abstracts • Audio slides<br>
DOI: 10.6084/m9.figshare.5999222
title: Supplementary Material for: Mechanical Thrombectomy in Elderly Stroke Patients with Mild-to-Moderate Baseline Disability

description: <b><i>Background:</i></b> The number of elderly patients suffering from ischemic stroke is rising. Randomized trials of mechanical thrombectomy (MT) generally exclude patients over the age of 80 years with baseline disability. The aim of this study was to understand the efficacy and safety of MT in elderly patients, many of whom may have baseline impairment. <b><i>Methods:</i></b> Between January 2015 and April 2017, 96 patients ≥80 years old who underwent MT for stroke were selected for a chart review. The data included baseline characteristics, time to treatment, the rate of revascularization, procedural complications, mortality, and 90-day good outcome defined as a modified Rankin Scale (mRS) score of 0–2 or return to baseline. <b><i>Results:</i></b> Of the 96 patients, 50 had mild baseline disability (mRS score 0–1) and 46 had moderate disability (mRS score 2–4). Recanalization was achieved in 84% of the patients, and the rate of symptomatic hemorrhage was 6%. At 90 days, 34% of the patients had a good outcome. There were no significant differences in good outcome between those with mild and those with moderate baseline disability (43 vs. 24%, <i>p</i> = 0.08), between those aged ≤85 and those aged &gt; 85 years (40.8 vs. 26.1%, <i>p</i> = 0.19), and between those treated within and those treated beyond 8 h (39 vs. 20%, <i>p</i> = 0.1). The mortality rate was 38.5% at 90 days. The Alberta Stroke Program Early CT Score (ASPECTS) and the National Institutes of Health Stroke Scale (NIHSS) predicted good outcome regardless of baseline disability (<i>p</i> &lt; 0.001 and <i>p</i> = 0.009, respectively). <b><i>Conclusion:</i></b> Advanced age, baseline disability, and delayed treatment are associated with sub­optimal outcomes after MT. However, redefining good outcome to include return to baseline functioning demonstrates that one-third of this patient population benefits from MT, suggesting the real-life utility of this treatment.
DOI: 10.6084/m9.figshare.5999207
title: Image and sound data from film Fantasia produced by Walt Disney

description: This repository contains the data used in the article <i>Convolutional neural networks and transfer learning applied to automatic composition of descriptive music</i> published in the 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI). Data structure is explained in detail in the article. This proposal is the continuation of an earlier work whose data are available in a <i>GitHub repository</i>.<br><b>Abstract</b><br>Visual and musical arts has been strongly interconnected throughout history. The aim of this work is to compose music on the basis of the visual characteristics of a video. For this purpose, descriptive music is used as a link between image and sound and a video fragment of film Fantasia is deeply analyzed. Specially, convolutional neural networks in combination with transfer learning are applied in the process of extracting image descriptors. In order to establish a relationship between the visual and musical information, Naive Bayes, Support Vector Machine and Random Forest classifiers are applied. The obtained model is subsequently employed to compose descriptive music from a new video. The results of this proposal are compared with those of an antecedent work in order to evaluate the performance of the classifiers and the quality of the descriptive musical composition.<br><br><b>DATA</b>train_data.arff: Image descriptors and the most important sound of each frame from the fragment "The Nutcracker Suite" in film Fantasia obtained by means of CNNs. Data stored into ARFF format.test_data.arff: Image descriptors of each frame from the fragment "The Firebird" in film Fantasia 2000 obtained by means of CNNs. Data stored into ARFF format.midi.csv: Frame number of the fragment "The Firebird" in film Fantasia 2000 and the sound predicted by the system encoded in MIDI. Data stored into CSV format.firebird_prediction.mp3: Audio file with the synthesizing of the prediction data for the fragment "The Firebird" of film Fantasia 2000.<b>LICENSE</b>Data is available under MIT License. To make use of the data the article must be cited.<b><br></b>
DOI: 10.6084/m9.figshare.5999207.v1
title: FantasiaDisney_ImageSound

description: This repository contains the data used in the article <em>Automatic composition of descriptive music: A case study of the relationship between image and sound</em> published in the 6th International Workshop on Computational Creativity, Concept Invention, and General Intelligence (C3GI). Data structure is explained in detail in the article. <br><b>Abstract</b><br>Human beings establish relationships with the environment mainly through sight and hearing. This work focuses on the concept of descriptive music, which makes use of sound resources to narrate a story. The Fantasia film, produced by Walt Disney was used in the case study. One of its musical pieces is analyzed in order to obtain the relationship between image and music. This connection is subsequently used to create a descriptive musical composition from a new video. Naive Bayes, Support Vector Machine and Random Forest are the three classifiers studied for the model induction process. After an analysis of their performance, it was concluded that Random Forest provided the best solution; the produced musical composition had a considerably high descriptive quality. <br><br><b>DATA</b>Nutcracker_data.arff: Image descriptors and the most important sound of each frame from the fragment "The Nutcracker Suite" in film Fantasia. Data stored into ARFF format.Firebird_data.arff: Image descriptors of each frame from the fragment "The Firebird" in film Fantasia 2000. Data stored into ARFF format.Firebird_midi_prediction.csv: Frame number of the fragment "The Firebird" in film Fantasia 2000 and the sound predicted by the system encoded in MIDI. Data stored into CSV format.Firebird_prediction.mp3: Audio file with the synthesizing of the prediction data for the fragment "The Firebird" of film Fantasia 2000.<b>LICENSE</b>Data is available under MIT License. To make use of the data the article must be cited.<b><br></b>
DOI: 10.6084/m9.figshare.5999207.v2
title: FantasiaDisney_ImageSound

description: This repository contains the data used in the article <i>Convolutional neural networks and transfer learning applied to automatic composition of descriptive music</i> published in the 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI). Data structure is explained in detail in the article. This proposal is the continuation of an earlier work whose data are available in a <i>GitHub repository</i>.<br><b>Abstract</b><br>Visual and musical arts has been strongly interconnected throughout history. The aim of this work is to compose music on the basis of the visual characteristics of a video. For this purpose, descriptive music is used as a link between image and sound and a video fragment of film Fantasia is deeply analyzed. Specially, convolutional neural networks in combination with transfer learning are applied in the process of extracting image descriptors. In order to establish a relationship between the visual and musical information, Naive Bayes, Support Vector Machine and Random Forest classifiers are applied. The obtained model is subsequently employed to compose descriptive music from a new video. The results of this proposal are compared with those of an antecedent work in order to evaluate the performance of the classifiers and the quality of the descriptive musical composition.<br><br><b>DATA</b>train_data.arff: Image descriptors and the most important sound of each frame from the fragment "The Nutcracker Suite" in film Fantasia obtained by means of CNNs. Data stored into ARFF format.test_data.arff: Image descriptors of each frame from the fragment "The Firebird" in film Fantasia 2000 obtained by means of CNNs. Data stored into ARFF format.midi.csv: Frame number of the fragment "The Firebird" in film Fantasia 2000 and the sound predicted by the system encoded in MIDI. Data stored into CSV format.firebird_prediction.mp3: Audio file with the synthesizing of the prediction data for the fragment "The Firebird" of film Fantasia 2000.<b>LICENSE</b>Data is available under MIT License. To make use of the data the article must be cited.<b><br></b>
DOI: 10.6084/m9.figshare.5999171
title: Resources for "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish metapopulations"

description: Here are made available the datasets and R scripts required to perform the different analyses presented in the study entitled "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish meta-populations" More details are given in the file entitled read_me.txt<br>
DOI: 10.6084/m9.figshare.5999171.v1
title: Ressources for "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish metapopulations"

description: Here are made available the datasets and R scripts required to perform the different analyses presented in the study entitled "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish meta-populations" More details are given in the file entitled read_me.txt<br>
DOI: 10.6084/m9.figshare.5999171.v2
title: Resources for "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish metapopulations"

description: Here are made available the datasets and R scripts required to perform the different analyses presented in the study entitled "Demographic and genetic collapses in spatially-structured populations: Insights from a long-term survey in wild fish meta-populations" More details are given in the file entitled read_me.txt<br>
DOI: 10.6084/m9.figshare.5999162
title: Resources for “De novo transcriptome assembly for Tracheliastes polycolpus, an invasive ectoparasite of freshwater fish in western Europe”

description: Data associated to this project are no longer hosted on Figshare. Versions available here are not up-to-date versions. Data are now available on GenBank under the Bioproject PRJNA476682 and associated to the following publication: Mathieu-Bégné, E., Loot, G., Blanchet, S., Toulza, E., Genthon, C. & Rey, O. (2019). De novo transcriptome assembly for Tracheliastes polycolpus, an invasive ectoparasite of freshwater fish in western Europe. <i>Marine Genomics</i>.
DOI: 10.6084/m9.figshare.5999162.v2
title: Resources for “De novo transcriptome assembly for Tracheliastes polycolpus, an invasive ectoparasite of freshwater fish in western Europe”

description: Data associated to this project are no longer hosted on Figshare. Versions available here are not up-to-date versions. Data are now available on GenBank under the Bioproject PRJNA476682 and associated to the following publication: Mathieu-Bégné, E., Loot, G., Blanchet, S., Toulza, E., Genthon, C. & Rey, O. (2019). De novo transcriptome assembly for Tracheliastes polycolpus, an invasive ectoparasite of freshwater fish in western Europe. <i>Marine Genomics</i>.