7 results on '"Carotenuto, Francesco"'
Search Results
2. Ancestral State Estimation with Phylogenetic Ridge Regression.
- Author
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Castiglione, Silvia, Serio, Carmela, Mondanaro, Alessandro, Melchionna, Marina, Carotenuto, Francesco, Di Febbraro, Mirko, Profico, Antonio, Tamagnini, Davide, and Raia, Pasquale
- Abstract
The inclusion of fossil phenotypes as ancestral character values at nodes in phylogenetic trees is known to increase both the power and reliability of phylogenetic comparative methods (PCMs) applications. We implemented the R function RRphylo as to integrate fossil phenotypic information as ancestral character values. We tested the new implementation, named RRphylo-noder (which is available as part of the RRphylo R package) on tree and data generated according to evolutionary processes of differing complexity and under variable sampling conditions. We compared RRphylo-noder performance to other available methods for ancestral state estimation, including Bayesian approaches and methods allowing rate variation between the tree branches. We additionally applied RRphylo-noder to two real cases studies, the evolution of body size in baleen whales and in caniform carnivores. Variable-rate methods proved to be more accurate than single-rate methods in estimating ancestral states when the pattern of phenotypic evolution changes across the tree. RRphylo-noder proved to be slightly more accurate and sensibly faster than Bayesian approaches, and the least sensitive to the kind of phenotypic pattern simulated. The use of fossil phenotypes as ancestral character values noticeably increases the probability to find a phenotypic trend through time when it applies to either the entire tree or just to specific clades within it. We found Cope's rule to apply to both mysticete cetaceans and caniform carnivores. The RRphylo-noder implementation is particularly appropriate to study phenotypic evolution in the presence of complex phenotypes generated by different processes acting in different parts the tree, and when suitable information about fossil phenotypes is at hand. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
3. Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability.
- Author
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Di Napoli, Mariano, Carotenuto, Francesco, Cevasco, Andrea, Confuorto, Pierluigi, Di Martire, Diego, Firpo, Marco, Pepe, Giacomo, Raso, Emanuele, and Calcaterra, Domenico
- Subjects
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LANDSLIDES , *WORLD Heritage Sites , *RECEIVER operating characteristic curves , *LAND management , *NATIONAL parks & reserves - Abstract
Statistical landslide susceptibility mapping is a topic in complete and constant evolution, especially since the introduction of machine learning (ML) methods. A new methodological approach is here presented, based on the ensemble of artificial neural network, generalized boosting model and maximum entropy ML algorithms. Such approach has been tested in the Monterosso al Mare area, Cinque Terre National Park (Northern Italy), severely hit by landslides in October 2011, following an extraordinary precipitation event, which caused extensive damage at this World Heritage site. Thirteen predisposing factors were selected and assessed according to the main characteristics of the territory and through variance inflation factor, whilst a database made of 260 landslides was adopted. Four different Ensemble techniques were applied, after the averaging of 300 stand-alone methods, each one providing validation scores such as ROC (receiver operating characteristics)/AUC (area under curve) and true skill statistics (TSS). A further model performance evaluation was achieved by assessing the uncertainty through the computation of the coefficient of variation (CV). Ensemble modelling thus showed improved reliability, testified by the higher scores, by the low values of CV and finally by a general consistency between the four Ensemble models adopted. Therefore, the improved reliability of Ensemble modelling confirms the efficacy and suitability of the proposed approach for decision-makers in land management at local and regional scales. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
4. SLAM Map Application for Tracking Lights on Car Dashboards.
- Author
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Carotenuto, Francesco, Erra, Ugo, and Scarano, Vittorio
- Published
- 2014
- Full Text
- View/download PDF
5. In and Out the Amazonia: Evolutionary Ecomorphology in Howler and Capuchin Monkeys.
- Author
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Meloro, Carlo, Cáceres, Nilton, Carotenuto, Francesco, Sponchiado, Jonas, Melo, Geruza, Passaro, Federico, and Raia, Pasquale
- Abstract
The impact of environmental variation on phenotypic diversification is one major issue in evolutionary studies. Environmental variation is thought to be a primary factor in evolution, especially at high latitudes. In contrast, tropical areas are traditionally viewed as the cradle where the long-term effects of biological interactions on phenotypic change reside. We analyse patterns of skull shape variation in two New World monkey groups: capuchins and howlers. These two monophyletic clades are exceptionally similar in terms of the geographic distribution of their species. Yet, their body size and diet are different: howler monkeys are large and almost exclusively folivorous, whereas capuchins are small omnivorous. We found that the size, and direction of vectors of phenotypic changes across South American biomes in those clades are not statistically different. This similarity persists after removing the strong impact of allometry in our data. Additionally, partial least squares and comparative analyses confirm that 'allometry free' skull shape is influenced to the same set of environmental variables in both clades. This study remarks the paramount importance of both body size and environmental variation on phenotypic evolution. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
6. Phylogenetic signal, function and integration in the subunits of the carnivoran mandible.
- Author
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Meloro, Carlo, Raia, Pasquale, Carotenuto, Francesco, and Cobb, Samuel
- Abstract
Complex phenotypes could be interpreted as the result of functional integration between identifiable subunits. Common developmental or ecological factors may favour macroevolutionary morphological integration so that functional subunits also covary above the species level. We investigate shape variation and functional integration in two subunits of the mammalian mandible: the corpus and the ramus in a subset of extant terrestrial Carnivora using geometric morphometric and comparative methods. More specifically, we test if corpus and ramus shape exhibit similar degree of homoplasy and if these traits covary above species level. Additionally, broad functional categorisations (predaceous and non predaceous) are investigated to test if differences in morphological variation and integration at macroevolutionary scale occur. Principal components of shape data show a significant phylogenetic signal in both mandibular subunits, with the ramus exhibiting a higher degree of homoplasy than the corpus. Functional groups (predators and non-predators) are significantly distinct in corpus shape, while in the ramus significance emerges only after removing the phylogenetic signal. Partial Least Square shows that mandibular corpus and ramus region covaries above species level even if this trend is not supported when employing comparative methods. Only in a subset of predaceous species covariation still hold. We conclude that mandibular subunits of Carnivora differ considerably in shape among predaceous and non-predaceous species because of the adaptive selection pressure imposed by catching and hold of live prey. This selective process also favoured macroevolutionary integration in predaceous carnivorans. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
7. A technique for treating patello-femoral instability in immature patients: the tibial tubercle periosteum transfer.
- Author
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Savarese, Eugenio, Bisicchia, Salvatore, Carotenuto, Francesco, and Ippolito, Ernesto
- Abstract
Patello-femoral problems are frequently encountered in knee clinic. The most important role of the patella is to increase the quadriceps efficiency, although this function could be altered in the patello-femoral instability. Active stability of the patello-femoral joint is provided by the surrounding muscles and ligaments, passive stability is provided by the bony and cartilage structures. Patellofemoral instability is defined, from Henry Dejour, as a disease without engagement the patella in the femoral trochlea during knee range of motion. Every time should be performed careful radiological preoperative investigations (radiographs and computed tomography) involving an expert musculoskeletal radiologist. Surgical procedures may be divided into those that address the soft tissues (muscles and ligaments), generally on the immature skeletal, and those that effect bony changes, generally on the mature skeletal; sometimes, it is necessary to combine soft-tissue and bony procedures. In this report, the authors describe a tibial tubercle periosteum transfer technique for patello-femoral instability in immature patients, which may potentially improve clinical results in very young symptomatic patients with patello-femoral instability. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
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