ABSTRACT The yield of crops has a significant impact on economic and social development. It is significant to ensure the healthy growth of crops. Leaves can represent the growth of crops. Crop health can be monitored by analyzing a sufficient number of leaf images. But advanced farming techniques make leaves less susceptible to pests and diseases. Therefore, it is difficult to collect enough leaves with pests and diseases for image analysis. To solve this problem, this research proposed a method based on few-shot learning to identify crop leaf images and judge crop health status. The main structure of the method is a siamese network. The structure of its two subnetworks is the convolution neural network with an attention module. Each subnetwork outputs a feature vector. Measuring the distance of two feature vectors in the feature space, the similarity is calculated. Then the categories of leaf pests and diseases are judged. The experiments in this research were carried out on apple and potato leaves. The accuracy of identifying their pests and diseases reached 98.03% and 97.34% respectively. The experiment proved that when the sample size is small. The method proposed can effectively identify crop leaf pests and diseases.

RESUMO Introdução A escalada em rocha é uma atividade física que exige excelente condicionamento físico. Além de melhorar a aptidão física e a coordenação motora, a escalada requer aperfeiçoamentos constantes no treinamento de habilidade em coordenação muscular para aprimoramento de suas táticas modernas. Objetivo Explorar o treinamento da capacidade de coordenação muscular de escaladores em rocha. Métodos Uma amostragem aleatória composta de 8 atletas foi designada para o experimento envolvendo a mensuração da composição corporal dos atletas, níveis séricos de creatina quinase e ureia sanguínea além de outros biomarcadores coletados antes e após o ensaio. Resultados Houve uma correlação negativa significativa entre o equilíbrio dinâmico e a capacidade de coordenação motora após o treinamento em esportes radicais de escalada em rocha. No segundo dia após o exercício de escalada em rocha, o peso corporal e o conteúdo de gordura dos voluntários mostrou uma redução significativa, e a concentração de creatina quinase (CK) e ureia sanguínea (BU) aumentaram significativamente. Conclusão A exploração do efeito dos esportes radicais na melhoria da capacidade de coordenação muscular dos atletas evidenciou que a força e a coordenação devem ser reforçadas no processo de escalada em rocha. Nível de evidência II; Estudos terapêuticos - investigação dos resultados do tratamento.

ABSTRACT Introduction Rock climbing is a physical activity that requires excellent physical conditioning. In addition to improving physical fitness and motor coordination, rock climbing requires constant improvements in muscle coordination skill training to enhance its modern tactics. Objective Explore the muscular coordination skill training of rock climbers. Methods A random sample of 8 athletes were assigned to the experiment involving the measurement of athletes’ body composition, serum creatine kinase and blood urea levels, and other biomarkers collected before and after the trial. Results There was a significant negative correlation between dynamic balance and motor coordination ability after training in extreme rock climbing sports. On the second day after the rock climbing exercise, the volunteers’ body weight and fat content significantly reduced, and the concentration of creatine kinase (CK) and blood urea (BU) increased significantly. Conclusion The exploration of extreme sports’ effect on improving athletes’ muscle coordination ability showed that strength and coordination should be enhanced in rock climbing. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.

RESUMEN Introducción La escalada en roca es una actividad física que exige una excelente condición física. Además de mejorar la forma física y la coordinación motriz, la escalada requiere una mejora constante en el entrenamiento de las habilidades de coordinación muscular para optimizar su táctica moderna. Objetivo Explorar el entrenamiento de las habilidades de coordinación muscular de los escaladores de roca. Métodos Se asignó una muestra aleatoria compuesta por 8 atletas al experimento que incluía la medición de la composición corporal de los atletas, los niveles de creatina quinasa sérica y de urea en sangre, además de otros biomarcadores recogidos antes y después de la prueba. Resultados Se observó una correlación negativa significativa entre el equilibrio dinámico y la capacidad de coordinación motriz tras el entrenamiento en deportes extremos de escalada. El segundo día después del ejercicio de escalada en roca, el peso corporal y el contenido de grasa de los voluntarios mostraron una reducción significativa, y la concentración de creatina quinasa (CK) y de urea en sangre (BU) aumentó significativamente. Conclusión La exploración del efecto de los deportes extremos en la mejora de la capacidad de coordinación muscular de los atletas puso de manifiesto que la fuerza y la coordinación deben mejorarse en el proceso de escalada en roca. Nivel de evidencia II; Estudios terapéuticos - investigación de los resultados del tratamiento.

ABSTRACT The root of Anacyclus pyrethrum (L.) Lag., Asteraceae, is very widely used for treating various diseases in Traditional Uygur Medicine, particularly in the treatment of vitiligo. However, there have been few studies on the quality standards of A. pyrethrum in China. A. pyrethrum contains abundant N-alkylamides, which are considered to be the principal components. Therefore, based on the previous research in our group, six N-alkylamides were obtained by using column chromatography. We used ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry to determine the mass spectrometry cleavage mechanism of these six monomer components and established the mass spectrometry cleavage law of N-alkylamides. Then, we used the ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry method to rapidly identify and analyze the N-alkylamide components of the A. pyrethrum methanol extract. Finally, twenty N-alkylamides were identified, including eleven N-isobutylamides, two N-methyl isobutylamides, six 4-hydroxyphenylethyl-amide and one 2-phenylethylamide. Five of these compounds were identified as new compounds that have not been reported to date. Two of these compounds were identified for the first time in this herb. Therefore, this work provides an approach for the quality analysis of N-alkylamides in the root of A. pyrethrum. A search of the literature showed that the content determination in the A. pyrethrum quality standard is still a remaining problem. N-alkylamides are the main components of A. pyrethrum. Even though ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry has the advantages of lower time and higher efficiency compared to high-performance liquid chromatography, considering the ease of repeatability and universality of the quality control method, we chose to use high-performance liquid chromatography for content determination. In this experiment, high-performance liquid chromatography was used for the first time to establish a simple, rapid and accurate method for evaluating the N-alkylamide content in A. pyrethrum with five N-alkylamides used as the standards. Finally, this work provides a qualitative and quantitative method for the analysis of N-alkylamides in A. pyrethrum, improving the quality control standards for A. pyrethrum.