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See detailEvolution of rate and genotypes of resistance to macrolide/lincosamide among invasive Group B Streptococcus (GBS): Development of a multiplex PCR tool for simultaneous detection of ErmB, ErmTr, MefA and LsaC resistance genes.
SACHELI, Rosalie ULiege; DESCY, Julie ULiege; MEEX, Cécile ULiege et al

Poster (2017, October)

Methods: A multiplex-PCR, using a set of specifically designed or already described (Kataja, 1999; Malbruny, 2011) primers was developed and used to detect, in GBS, three genes for erythromyc resistance ... [more ▼]

Methods: A multiplex-PCR, using a set of specifically designed or already described (Kataja, 1999; Malbruny, 2011) primers was developed and used to detect, in GBS, three genes for erythromyc resistance, ermB, ermTR, mefA and one gene for clindamycin-resistance lsaC. AdhP gene amplification was used as control for GBS identification. All(219) GBS isolates from invasive infections in newborns and adults received by the Belgian National Reference Center for GBS in 2015, and control strains were tested for erythromycin/clindamycin susceptibility (disk-diffusion/broth- microdilution) and for detection of resistance genes. Results: PCR products demonstrated the expected respective sizes. The method has been validated successfully according to ISO15189 analytical requirements. Of the 219 isolates, 67(30,67%) w resistant to erythromycin and/or clindamycin: 44/67(65,78%) showed a constitutive-MLS phenotype and 10/67(14,9%) the inducible-MLS phenotype. Among the constitutive-MLS strains, 73% harboured ErmB gene, 13% ErmTR, 7% ErmB+mefA and 7% ermB together with LsaC gene. The inducible-MLS strains harboured mostly ErmTr gene (89%) and the others the ErmB gene. Among the 10/67(14,9%) GBS strains with an M-phenotype (isolated resistance to erythromycin), the MefA gene was exclusively detected. Among the 3(4,48%) strains showing an isolated resistance to clindamycin (L-phenotype), the LsaC gene was detected. Conclusion: The developed multiplex PCR is able to detect simultaneously four genes involved in MLS resistance in GBS. In 2015, 30,6% of the invasive GBS strains isolated in Belgium were resist to macrolides and/or lincosamides. The emergence of the L-phenotype in GBS described since 2010, justifies the relevance to also detect LsaC gene together with ErmB, ErmTr and MefA. [less ▲]

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See detailUpdate of the characteristics of Group B Streptococci (GBS) colonizing pregnant women in Belgium: capsular-type distribution, pili characterization, antimicrobial susceptibility profile and Multiple Locus Sequence Types.
SACHELI, Rosalie ULiege; MEEX, Cécile ULiege; DESCY, Julie ULiege et al

Poster (2017, October)

Aim: Improving knowledge and characterization of GBS strains colonizing pregnant women in Belgium. Methods: In 2013, collection of 387 strains of GBS from 80 laboratories participating in a national ... [more ▼]

Aim: Improving knowledge and characterization of GBS strains colonizing pregnant women in Belgium. Methods: In 2013, collection of 387 strains of GBS from 80 laboratories participating in a national survey among pregnant woman. For each strain, determination of capsular-polysaccharide type agglutination and PCR, of pili-type by PCR and of antimicrobial susceptibility by disk-diffusion, broth-microdilution and detection of resistant genes by PCR. For serotype III strains, determination sequence-type by Multiple-Locus Sequence-Typing (MLST). Results: Serotype III was the most prevalent (28.5%) followed by serotypes V, Ia, II, IV and Ib (20.4%, 19.9%, 17.8%, 7%, 5.4%). Serotypes VI, VII and IX were found each once. All strains remained susceptible to penicillin (MICs: 0.03-0.125 mg/L) and other beta-lactams tested; 28.7% were resistant to erythromycin and 26.7% to clindamycin. With regards to pili, all 387 strains harboured one the PI-2 variants alone or in combination and 70.3% contained PI-1. The 110 serotype III isolates were resolved into 18 STs. The most common were ST-17 (35.5%) followed by ST-19 (30%) and ST- ST-27, ST-23 (<=5%). Conclusion: Among GBS from colonized pregnant women in Belgium: capsular-type and pili distributions, and MLST profile among type III strains were quite similar to reported data from Europ and USA during the last decade. As showed in this study, penicillin remains the first line drug of choice. On the contrary, resistance rates against macrolides/lincosamide, has reached a plateau since a decade, but it is noteworthy to notify the emergence of strains with isolated resistance to clindamycine. [less ▲]

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See detailInvestigation on optimal spray properties for ground based agricultural applications using deposition and retention models
De Cock, Nicolas ULiege; Massinon, Mathieu ULiege; Ouled Taleb Salah, Sofiene ULiege et al

in Biosystems Engineering (2017), 162

In crop protection, it is well known that droplet size determine spray efficacy. The optimisation of both spray deposition and retention leads to a dilemma: should small droplets be used to increase ... [more ▼]

In crop protection, it is well known that droplet size determine spray efficacy. The optimisation of both spray deposition and retention leads to a dilemma: should small droplets be used to increase retention or large droplets be preferred to avoid drift? An ideal droplet should have a short time of flight to minimise its distance travelled while impacting the target with a moderate kinetic energy. This paper aims to determine an optimum range of droplet sizes for boom-sprayer applying herbicide using a modelling approach. The main parameters of spray deposition and retention models are systematically varied and the effects on drift potential and droplet impaction outcomes are discussed. The results of the numerical simulations showed that droplets with diameter ranging between 200 μm and 250 μm offer high control of deposition by combining a low drift potential and a moderate kinetic energy at top of the canopy. A fourfold reduction of the volume drifting further than 2 m from the nozzle was observed for a spray with a volume median diameter of 225 μm when the relative span factor of the droplet spectrum was reduced from 1.0 to 0.6. In the latter scenario, an increase from 63 to 67% of the volumetric proportion of droplets adhering to the wheat leaf was observed. Therefore, strategies for controlling the droplet size distribution may offer promising solutions for reducing adverse impact of spray applications on environment. [less ▲]

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See detailQ-Codes, version 2.5., tabular list, Georgian version, copy desk. 2017
Jamoulle, Marc ULiege; Kareli, Ana; Natia, Natroshvili

Learning material (2017)

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See detailDevelopment, dissemination, and applications of a new terminological resource the Q-Code taxonomy for professional aspects of General Practice / Family Medicine.
Jamoulle, Marc ULiege; Resnick, Melissa; Grosjean, Julien et al

in European Journal of General Practice (2017), accepted

Abstract of Background Paper: Background: While documentation of clinical aspects of General Practice/Family Medicine (GP/FM) is assured by the International Classification of Primary Care (ICPC), there ... [more ▼]

Abstract of Background Paper: Background: While documentation of clinical aspects of General Practice/Family Medicine (GP/FM) is assured by the International Classification of Primary Care (ICPC), there is no taxonomy for the professional aspects (context and management) of GP/FM. Aim: To present the development, dissemination, applications, and resulting face validity of the Q-Codes taxonomy specifically designed to describe contextual features of GP/FM, proposed as an extension to the ICPC Development: The Q-Codes taxonomy was developed from Lamberts’ seminal idea for indexing contextual content (1987) by a multi-disciplinary team of knowledge engineers, linguists and general practitioners, through a qualitative and iterative analysis of 1702 abstracts from six GP/FM conferences using Atlas.ti software. A total of 182 concepts, called Q-codes, representing professional aspects of GP/FM, were identified and organised in a taxonomy. Dissemination: The taxonomy is published as an on-line terminological resource, using semantic web techniques and Web ontology language (OWL) (www.hetop.eu/Q). Each Q-code is identified with an Unique Resource Identifier (URI), and provided with preferred terms, formal definitions in eight languages (pt, es, en, fr, nl, ko, vi, tr) and search filters for Medline and web searches. Applications. . This taxonomy has already been used to support queries in bibliographic databases (e.g. Medline), to facilitate indexing of grey literature in GP/FM as congress abstracts, master theses, websites and as an educational tool in vocational teaching, Conclusions: The rapidly growing list of practical applications provides face-validity for the usefulness of this freely available new terminological resource. [less ▲]

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See detailIdentification of the anteroposterior and mediolateral position of lion paws and tracks using 3D geometric morphometrics
Marchal, Antoine F.J.; Lejeune, Philippe ULiege; de Bruyn, P.J. Nico

in African Journal of Wildlife Research (2017), 47(2), 106-113

Estimating the distribution and status of animal populations is crucial in various fields of biology. Monitoring species via their tracks is controversial due to unreliable recording techniques ... [more ▼]

Estimating the distribution and status of animal populations is crucial in various fields of biology. Monitoring species via their tracks is controversial due to unreliable recording techniques, manipulator bias and substrate variation. Furthermore, subjective identification of the foot that produces each track can lead to significant errors, for example, when assigning tracks made by different feet from the same individual to different individuals. The aim of this research was to develop an accurate, consistent and objective algorithm to identify the anteroposterior (hind/front) and mediolateral (right/left) position from digital threedimensional (3D) models of African lion (Panthera leo) paws and tracks using geometric morphometrics. We manually positioned 12 fixed landmarks on 132 paws and 182 tracks recorded in 3D using digital close-range photogrammetry. We used geometric morphometrics to evaluate and visualize the shape variation between paws and between tracks along the anteroposterior and mediolateral axes, and between paws and tracks. The identification algorithm using linear discriminant analysis with jack-knifed predictions reached a maximum accuracy of 95.45% and 91.21% for paws and tracks, respectively.We recommend the use of this objective position identification algorithm in future studies where tracks are compared between individual African lions. [less ▲]

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See detailDidactique des langues modernes (Partim I)
Simons, Germain ULiege

Learning material (2017)

Ce syllabus est le support principal du cours de didactique des langues modernes. Outre l'introduction et la conclusion, le syllabus est articulé autour de 6 grands chapitres (voir introduction en PDF).

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See detail3D Point Clouds in Archaeology: Advances in Acquisition, Processing and Knowledge Integration Applied to Quasi-Planar Objects
Poux, Florent ULiege; Neuville, Romain ULiege; Van Wersch, Line ULiege et al

in Geosciences (2017), 7(4), 96

Digital investigations of the real world through point clouds and derivatives are changing how curators, cultural heritage researchers and archaeologists work and collaborate. To progressively aggregate ... [more ▼]

Digital investigations of the real world through point clouds and derivatives are changing how curators, cultural heritage researchers and archaeologists work and collaborate. To progressively aggregate expertise and enhance the working proficiency of all professionals, virtual reconstructions demand adapted tools to facilitate knowledge dissemination. However, to achieve this perceptive level, a point cloud must be semantically rich, retaining relevant information for the end user. In this paper, we review the state of the art of point cloud integration within archaeological applications, giving an overview of 3D technologies for heritage, digital exploitation and case studies showing the assimilation status within 3D GIS. Identified issues and new perspectives are addressed through a knowledge-based point cloud processing framework for multi-sensory data, and illustrated on mosaics and quasi-planar objects. A new acquisition, pre-processing, segmentation and ontology-based classification method on hybrid point clouds from both terrestrial laser scanning and dense image matching is proposed to enable reasoning for information extraction. Experiments in detection and semantic enrichment show promising results of 94% correct semantization. Then, we integrate the metadata in an archaeological smart point cloud data structure allowing spatio-semantic queries related to CIDOC-CRM. Finally, a WebGL prototype is presented that leads to efficient communication between actors by proposing optimal 3D data visualizations as a basis on which interaction can grow. [less ▲]

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See detailCharacteristic of Guinea Fowl breeding in West Africa: Review
Houndonougbo, Pascal ULiege

in Tropicultura (2017), 35(3), 222-230

Guinea fowl production in sub-Saharan Africa (SSA) is generally practiced under family and traditional rearing systems mainly for consumption and income generation, but this species plays also a major ... [more ▼]

Guinea fowl production in sub-Saharan Africa (SSA) is generally practiced under family and traditional rearing systems mainly for consumption and income generation, but this species plays also a major socio-cultural role in specific ceremonies. Birds are kept in free range or in confinement with outdoor access and fed on grain cereals, vegetables, edible termites and kitchen residues found in nature or occasionally supplied by the farmers. Several Guinea fowl varieties are observed and all are characterized by slow growth, high mortality of young and a relatively wild instinct. Although this avian species is less sensitive to some poultry diseases (Newcastle disease, Marek disease, Gumboro disease, etc), local guinea fowl are very sensitive to other poorly controlled diseases that require further study. These varieties differ greatly by their feather color, their morphological characteristics and growth performance, but further thorough and sustained research is needed to quantify these differences. Several researches established the nutritional requirements of local Guinea fowl but in terms of breeding, little works were done compared to chicken. Some recessive and dominant genes as well as genotypic differences were highlighted between varieties. [less ▲]

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See detailValorisation des sous-produits de la graine de Jatropha curcas L. en production de poulets au Sénégal
Nesseim, Thierry ULiege

Doctoral thesis (2017)

This study evaluated the effects of Jatropha curcas kernel meal incorporated in poultry feed in Senegal. All experimentations were conducted in the experimental station of the National Superior School of ... [more ▼]

This study evaluated the effects of Jatropha curcas kernel meal incorporated in poultry feed in Senegal. All experimentations were conducted in the experimental station of the National Superior School of Agriculture (ENSA) of Thies University (Senegal). In the same way, all chemical analyses were performed in the feed science laboratory of the Department of Animal Production of ENSA. The first part of this study was a description of toxic and anti-nutritional compounds present in J. curcas seed meal, which most important are phorbol esters, characteristics of Euphorbiaceae, known for its inflammatory effects, and curcin, a toxalbumin which manifested by an irritant action. Other compounds, also present, interfere more or less with digestive process in animals. Different treatments were applied, with different levels of success, to reduce or eliminate these toxic and anti-nutritional compounds for the valuation of this meal in animal feed. A particular emphasis was placed on the biological treatment, not only for a significant reduction of these compounds but also to improve the nutritional quality of the meal. The second part of this work has focused on the study of the effect of the J. curcas kernel meal obtained by chemical de-oiling, incorporated in corn at 4, 8, and 12% and distributed to broiler chickens at the end their growth phase to assess their feed intake, their daily weight gain and diet digestibility. For all diets, feed intake was inversely influenced by the incorporation on the jatropha kernel meal, leading a weight gain decrease in animals that received the largest amounts of jatropha despite the absence of toxicity signs and mortality. Similarly, the apparent digestibility of each nutrient has been affected by the incorporation of jatropha kernel meal as well as the differential digestibility thereof. The low digestibility, especially protein was explained by the low availability of meal proteins incorporated corn, but also the presence of anti-nutritional and toxic factors still present in the diets used. The third part of this work has presented results of two experimentations conducted successively. The first one studied the effect of jatropha kernel meal obtained by a chemical de-oiling, incorporated in diets at 4 and 8%, on broiler chickens performance during growing/finishing. The second experimentation studied the effect of the same cake that was heat treated before incorporated in diets at 8%, on day-old broiler chicks’ performance. In one as the other experimentation, feed intake and daily weight gain were affected by the incorporation of jatropha kernel meal. It was the same for the total mortality rates recorded despite the absence of visible signs of toxicity. These experimentations confirmed other experimentations have shown that the de-oiling of jatropha kernel meal followed by heat treatment, even if it caused a significant reduction of anti-nutritional compounds, did not remove all the toxic factors that may even interfere with feed intake and weight gain of animals. These observations were not confirmed in the fourth part, which studied the effects of jatropha kernel meal obtained by chemical de-oiling, subject to heat treatment then biological treatment with Aspergillus niger and incorporated in diets at 8%, on day-old broiler chicks performance. Indeed, the feed intake, the weight gain as well as the viability of animals were not affected by the incorporation of jatropha. These successive studies were among the first which interested the same animal species at different levels of development based on a product whose nutritional quality is proven, but has toxic and anti-nutritional factors could not be completely eliminated despite different treatments applied. The application of heat treatment may have helped to reduce some anti-nutritional compounds (curcin and trypsin inhibitor) but without improve feed intake and weight gain. Considering the reaction of animals subjected to diet, biological and heat treatments may have reduced the toxicity of jatropha kernel meal, which has afected the feed intake of animals and thus the weight gain. This study showed that, despite its nutritional level, J. curcas kernel meal presented limitations in its use as a raw material that can integrate a ration for broilers in Senegal but hopes remain with biological treatments. [less ▲]

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See detailComputer vision systems for automatic analysis of face and eye images in specific applications of interpretation of facial expressions
Hoyoux, Thomas ULiege

Doctoral thesis (2017)

This thesis is about the computer vision-based automation of specific tasks of face perception, for specific applications where they are essential. These tasks, and the applications in which they are ... [more ▼]

This thesis is about the computer vision-based automation of specific tasks of face perception, for specific applications where they are essential. These tasks, and the applications in which they are automated, deal with the interpretation of facial expressions. Our first application of interest is the automatic recognition of sign language, as carried out via a chain of automatic systems that extract visual communication cues from the image of a signer, transcribe these visual cues to an intermediary semantic notation, and translate this semantic notation to a comprehensible text in a spoken language. For use within the visual cue extraction part of such a system chain, we propose a computer vision system that automatically extracts facial communication cues from the image of a signer, based on a pre-existing facial landmark point tracking method and its various robust refinements. With this system, our contribution notably lies in the fruitful use of this tracking method and its refinements within a sign language recognition system chain. We consider the facial communication cues extracted by our system as facial expressions with a specific interpretation useful to this application. Our second application of interest is the objective assessment of visual pursuit in patients with a disorder of consciousness. In the clinical practice, this delicate assessment is done by a clinician who manually moves a handheld mirror in front of the patient's face while simultaneously estimating the patient's ability to track this visual stimulus. This clinical setup is appropriate, but the assessment outcome was shown to be sensitive to the clinician's subjectivity. For use with a head-mounted device, we propose a computer vision system that attaches itself to the clinical procedure without disrupting it, and automatically estimates, in an objective way, the patient's ability to perform visual pursuit. Our system, combined with the use of a head-mounted device, therefore takes the form of an assisting technology for the clinician. It is based on the tracking of the patient's pupil and the mirror moved by the clinician, and the comparison of the obtained trajectories. All methods used within our system are simple yet specific instantiations of general methods, for the objective assessment of visual pursuit. We consider the visual pursuit ability extracted by our system as a facial expression with a specific interpretation useful to this application. To some extent, our third application of interest is the general-purpose automatic recognition of facial expression codes in a muscle-based taxonomic coding system. We do not actually provide any new computer vision system for this application. Instead, we consider a supervised classification problem relevant to this application, and we empirically compare the performance of two general classification approaches for solving this problem, namely hierarchical classification and standard classification ("flat" classification, in this comparative context). We also compare these approaches for solving a classification problem relevant to 3D shape recognition, as well as artificial classification problems we generate in a simulation framework of our design. Our contribution lies in the general theoretical conclusions we reach from our empirical study of hierarchical vs. flat classification, which are of interest for properly using hierarchical classification in vision-based recognition problems, for example for an application of facial expression recognition. [less ▲]

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See detailPrevenzione quaternaria, primum non nocere
Jamoulle, Marc ULiege

Conference (2017, September 28)

When presented in Durham during the 1995 WICC workshop, the concept of quaternary prevention, born in 1986, has attracted the consensus of the whole audience. In 2003 it has been discretely published in ... [more ▼]

When presented in Durham during the 1995 WICC workshop, the concept of quaternary prevention, born in 1986, has attracted the consensus of the whole audience. In 2003 it has been discretely published in the Wonca dictionary of general practice. Since this time, medicine has changed. The diffusion of knowledge and the sagacity of some researchers has shown that medicine could become dangerous for health. The concepts of overinformation, overdiagnosis, overtreatment and overscreening are now the bread and butter of numerous medical journals and the themes of numerous books and disputes throughout the world. Quaternary prevention encompasses all those domains and supersedes them by putting the relationships between patient and doctor at the center of the ethical reflection. WICC has been instrumental in the genesis and dissemination of the concept of quaternary prevention. This concept is now known and distributed worldwide under the acronym P4. Family physicians form interlinked P4 groups in various countries. It is the theme of many congresses and was propelled to the forefront of the recent Wonca Europe Congress. This concept could induce profound changes in the role of the family physician in health care. Moreover, the combination of the four definitions of prevention provided an amazing view of the activity of family physicians and could renew basic job description in GP / FM. [less ▲]

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See detailLa critique dans l'université contemporaine. Responsabilité et complexité.
Bachelet, Jean-François ULiege

Conference (2017, September 28)

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See detailProtective nature of nano-TiN coatings shaped by EPD on Ti substrates
Mendoza Gallego, Carlos ULiege; Gonzalez, Zoilo; Gordo, Elena et al

in Journal of the European Ceramic Society (2017)

The hardness and corrosion resistance of TiN coatings, processed by Electrophoretic Deposition (EPD) to cover polished and unpolished Ti substrates, have been evaluated. A deposition time of 5 min has ... [more ▼]

The hardness and corrosion resistance of TiN coatings, processed by Electrophoretic Deposition (EPD) to cover polished and unpolished Ti substrates, have been evaluated. A deposition time of 5 min has been enough to obtain a cohesive layer of 7–8 μm in thickness. The coatings were thermally treated in vacuum atmosphere at 1200 °C for 1 h with heating and cooling rates of 5 °C min−1. The surfaces have been covered homogeneously optimizing the properties of the Ti substrates. Uniform and dense TiN coatings have been obtained onto polished substrates, while on unpolished Ti the nitrogen diffuses toward the substrate, moderately dissolving TiN coating. The nanohardness values of the polished samples have been increased from 2.8–4.8 GPa up to 6.5–8.5 GPa. Besides, the corrosion current density has been reduced more than one order of magnitude obtaining a protective efficiency of 82%. These values have been compared with other works in literature where authors used complex and costly processing techniques, demonstrating the strong impact of the colloidal processing over the specific properties of the material. [less ▲]

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See detailA mathematical model of respiration under protective ventilation and extracorporeal CO2 removal therapy
Habran, Simon ULiege; Desaive, Thomas ULiege; MORIMONT, Philippe ULiege et al

Conference (2017, September 27)

The aim of the present study is to build a mathematical model of the respiratory system connected to an extracorporeal CO2 removal device (ECCO2RD) to optimize the gas exchanges efficiency. The model must ... [more ▼]

The aim of the present study is to build a mathematical model of the respiratory system connected to an extracorporeal CO2 removal device (ECCO2RD) to optimize the gas exchanges efficiency. The model must be simple enough to provide rapid solutions and to estimate specific parameters from available clinical data. But it also must be complex enough to be able to simulate the respiratory system when protective ventilation is used and when this system is assisted by an ECCO2RD. [less ▲]

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See detailDevelopment of nuclear SNP markers for the timber tracking of the African tree species Sapelli, Entandrophragma cylindricum
Blanc-Jolivet, Céline; Kersten, Birgit; Bourland, Nils et al

in Conservation Genetics Resources (2017)

We describe the development of new nuclear SNP markers for the genetic timber tracking of the geographical origin of Sapelli, Entandrophragma cylindricum (Meliaceae). Restriction associated DNA sequencing ... [more ▼]

We describe the development of new nuclear SNP markers for the genetic timber tracking of the geographical origin of Sapelli, Entandrophragma cylindricum (Meliaceae). Restriction associated DNA sequencing (RADseq) of two reference individuals yielded 1131 putative SNPs. Among those, 131 were selected to design four MassARRAY multiplexes and screened at 178 individuals. Seventy-two loci were selected for further use in genetic tracking. [less ▲]

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See detailPhotosharing on flickr: a data source for assessing cultural values in urban landscapes
Ginzarly, Manal ULiege

Conference (2017, September 27)

The urban landscape is a stratification of natural, cultural, and socio-economic processes that shape it spatially and experientially over time. The different cultural values embedded in the tangible and ... [more ▼]

The urban landscape is a stratification of natural, cultural, and socio-economic processes that shape it spatially and experientially over time. The different cultural values embedded in the tangible and intangible attributes of the urban landscape are essential to its unique sense of place, and cultural identity. In the era of globalization, rapid urbanization, and unsustainable urban development, cultural heritage has been recognized as an enabler for sustainable development that adapts, and evolves through time with the changes occurring in the city, and at the same time maintains its identity, integrity, and continuity. In this context, UNESCO recommended the application of the Historic Urban Landscape (HUL) approach to the management of thoughtful change and the conservation of cultural heritage. According to the HUL approach cultural values should be taken as a starting point in urban management and development. It is important that decision makers and experts are aware of the potential and variety of cultural values present within exceptional, ordinary, and even deteriorated urban landscapes. In recent years we have witnessed rapid advances in social networking and photo-sharing communities that are generating big data including geographic information, photos, and commentaries. Our assumption is that the phenomenon of user-generated data from social media offers awareness about the dynamic social interactions within places, and express moments, experiences, practices, and identities contributing to the understanding of cultural values associated with the urban landscape. Accordingly, this paper extracts, analyses, and visualizes photos metadata of Tripoli, Lebanon published on Flickr for the application to the fields of urban management and conservation. [less ▲]

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