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The classification of hyperspectral images is one of the most popular fields in remote sensing applications. It should be noted that spectral and spatial features have critical roles in this research area. This paper proposes a method based on spatial-spectral Schroedinger eigenmaps (SSSE) and multiple kernel learning (MKL) to classify hyperspectral images more efficiently while using a low number of training samples. In the proposed method, first SSSE is applied to spectral domain in order to extract significant features and reduce dimension of the original image. Then MKL is utilized to enhance the feature learning process and obtain an optimum combination of some specified kernels. Finally, the classification is carried out by substituting the optimal kernel in support vector machine (SVM) algorithm. Experimental results show that the proposed method improves classification accuracy significantly and provides highly efficient results in the case of a small number of training samples. Furthermore, the computation time of the proposed method is much lower than the state-of-the-art MKL methods.

The presence of common zoonosis diseases caused by Mycobacterium tuberculosis complex (MTBC) and nontuberculous mycobacteria (NTM), such as Johne's and Crohn's diseases, poses a public health threat and economic losses to Iranian livestock. Therefore, the early detection of mycobacteria is of paramount importance. In this regard, enzyme-linked immunosorbent assay (ELISA) is a new, simple to use, rapid, and useful diagnostic tool. This study was performed to evaluate different crude antigens obtained from Mycobacterium species using an indirect ELISA test to identify the mycobacterial infection in infected livestock. Five different strains of Mycobacteria including M. tuberculosis, M. phlei, M. bovis, M. avium subspecies paratuberculosis, and M. bovis AN5 were cultured. The crude antigens in the samples were precipitated with trichloroacetic acid 4%. The sodium dodecyl sulfate-polyacrylamide gel electrophoresis of crude antigens isolated from different Mycobacterium species was reported. The total level of protein was determined by the Lowry protein assay. After the crude antigen preparation, the ELISA test was performed and the results were compared with the purified protein derivative skin test. Data analysis was performed using SPSS software version 25. All five strains were detected in more than 92% of healthy animals. The highest sensitivity of ELISA tests was in M. bovis AN5 antigen which was greater than 83%. The highest diagnostic specificity and efficiency of assays were in M. avium subspecies paratuberculosis which was 95.83% and over 83%, respectively. Regarding the results, M. avium subspecies paratuberculosis and M. bovis AN5 antigens were promising candidates for the design of diagnostic ELISA due to their sensitivity, specificity, and efficiency.

Bordetellosis or turkey coryza, caused by Bordetella avium, has been an issue for turkey industry since its first description in 1967 when it was reported for the first time. Bordetella avium causes a highly contagious upper respiratory disease in turkeys. Therefore, this study aimed to isolate and characterize this species from commercial and backyard turkeys in Tehran, Isfahan, and Northern provinces of Iran. For the purpose of the study, 625 tracheal swabs were taken from 425 commercial poults and 200 backyard poults aged 2-6 weeks from September 2016 to September 2018. The swabs were immediately plated on MacConkey and blood agar plates and then pooled (5 swabs/pool) in tubes, containing 2 mL distilled water, to perform direct polymerase chain reaction (PCR) for the identification of B. avium. A total of 17 swab pools were found to be positive for B. avium. A subset of seven positive samples were sequenced for the flanking region of piuA gene. The analysis of the sequences indicated that the sequences were 98%, 96%, and 98% similar to B. avium 197N (AM167904.1), 4142 (AY925058.1), and 4156 (AY925068.1) sequences, respectively. To the best of our knowledge, the current study is the first attempt toward the molecular detection and characterization of B. avium in Iran. It is highly recommended to perform further studies to isolate, characterize, and differentiate the regional isolates in order to help the developing turkey industry of Iran meet the increasing demands for protein in the diet of the citizenry.

Based on sequence data of the nuclear ETS markers of 20 species, the relationships of sections Hedysarum and Multicaulia were assessed. Phylogenetic analysis was performed on the complete sequences using the Neighbor-Joining methods. The nuclear marker ETS is investigated for the first time in the most species excluding H. hedysaroides, H. inundatum, H. ferganense, and H. neglectum. The length of sequences varies from 349 to 357 nucleotides. It is noteworthy that ETS data significantly discriminate H. ferganense from both sections, Hedysarum and Multicaulia. Moreover, our results did not support the subsectional division of Multicaulia section. Therefore, the ETS sequence data obtained in our study for 20 taxa of Hedysarum evidence the nonmonophyly of section Multicaulia.

The present study concerns with the numerical study of unconstrained solidification and melting of phase change material (PCM) inside a two dimensional open rectangular cavity. The Cavity is filled by RT-27 as phase change material and air. Numerical study is carried out for different cavity aspect ratios. Result indicates that the conduction heat transfer is dominant at initial time of melting process where the layer of liquid PCM near hot surface is so thin. Solid PCM sinks to bottom of cavity due to higher density in respect to liquid PCM. Melting rate does not experience significant change by increasing cavity aspect ratio. The time of full solidification is much more than melting. It is due to the absence of natural convection with respect to melting process. By increasing the cavity aspect ratio, the solidification rates enhances significantly and its total time therefore reduces.

Actuellement la vague d’émigration des jeunes Iraniens a provoqué un état conflictuel dans le contexte de l’enseignement et de l’apprentissage du français en Iran. Loin d’arriver à un enrichissement, l’apprenant iranien lors du choc culturel, se trouve dans une position d’acceptation absolue de la culture occidentale ; ce qui mènerait une démarche interculturelle, s’adressant dans sa première phase à l’identité de soi, vers un échec. Cette recherche consiste à voir où se trouve l’origine de cet échec menant à une crise identitaire et comment, à l’aide d’une démarche pratique, l’art populaire dans le cadre du théâtre expérimental pourrait créer un espace d’éveil identitaire implicite chez l’apprenant iranien. Popular art: an identity awaking tool on the part of the Iranian learner Currently the wave of immigration of young Iranians has caused a state of conflict in the context of teaching and learning French in Iran. When the Iranian learners confront the cultural shock, far from becoming a cultural enrichment, they find themselves in a position of absolute acceptance of Western culture, which would lead to an intercultural approach, addressing itself to identity in its first phase, then to a complete failure. This research tries to see the origin of this failure which results in an identity crisis and also to see how the use of popular art in the framework of an experimental theatre could create a space of implicit awakening in the identity of the Iranian language learner.