This research 1] is to study the identity of Nora cultural art for developing the product values and promoting the products to international level and 2] to synthesize and develop the prototype pattern of the products by studying the material relationship between handicraft context and community and Nora cultural art. The research tools are questionnaire observation survey and focus group interview of total 150 people and conducting satisfaction surveys of 420 people such as people in Klong-Dan community tourists specialists and designers before designing the draft pattern by 1] evaluating purchasing factors of souvenir from Klong-Dan community identity in Songkhla province and 2] satisfaction level of graphic pattern and summarize using percentage and standard deviation as follow; The study has founded that 1] the most popular handicraft among tourists is the products from sedge (Krajood) weaving. The weaving processing principally concerns utility which can be made into cloths and costume products. The natural processing from sedge (Krajood) together with Nora cultural identity will made it well known among tourists in appearances colorful dressing from other materials mixing design and 2] the character of the pattern on the products from the satisfaction survey shows that the design of the pattern Nora-6 has total average of 4.25 the detail of graphic design has total average of 4.33 (SD =0.77) the pantone using in the handicraft has total average of 4.25 (SD=0.77) the handicraft detail has total average of 4.27 (SD = 0.74) the relationship and the importance of mind has total average of 4.25 (SD = 0.71) the product having symbols indicating communication elements has total average of 4.21 (SD = 0.76) and the pattern suitability has total average of 4.18 (SD = 0.72). The result of the pattern development will be another identity storytelling and the social context in the present together with the development of the local product could continue to commercial world

he monthly rainfall forecasts are very important in Thailand because the most of people has a career in agriculture. The monthly rainfall forecasts can be analyzed for manage water resources. In addition the monthly rainfall forecasting is used to manage water for consume in Thailand. This research is forecasting monthly rainfall under the global warming using a multilayer neural network. It is a network with one hidden layer. The data from the Meteorological Department is use. Imported variables include temperature humidity and wind. The forecast from January to December 2018. The mean square error (MSE) to measure forecasting accurate and found that the value is suitable error (10.25). The neural network can provide accurate monthly rainfall forecasts from January to December. It was found that the southern region had the highest rainfall and the eastern region northeastern region northern region central and western regions respectively. Therefore neural networks can be forecast rainfall accurately and efficiently. It can be used to analyze and manage water resources effective.

At present the climate is changing due to changing environment. Industrial pollution Smoke from the traffic of cars on the road. Dust from the burning of forests etc. This change makes the climate change rapidly. Affect the temperature rise. In addition the temperature changes also affect the air pressure is changing as well. By the temperature relationship Atmospheric pressure and wind direction change dramatically in the climate such as wind storm precipitation and wind direction. This research is a forecast of air pressure and wind. To analyze the precipitation Wind and storm in the future. This is a summary of wind rain and storm in Southeast Asia including Thailand. The mathematical model used for forecasting is the Global Climate Model which is a powerful model. The initial condition of the forecasts was from the Intergovernmental Panel on Climate Change (IPCC) and the European Center for Medium Range Weather Forecasts (ECMWF) and after forecasting examined or measured the accuracy of the forecasts by Lyapunov exponent (LE) is the most commonly used forecasting method and is the basis of other methods of forecasting accuracy. In addition it is also used to measure the accuracy of the forecast is Finite time Lyapunov exponent (FTLE). Forecasting results show that the initial conditions used in forecasting result in atmospheric pressure and wind direction varying according to different starting conditions. So the temperature the air pressure and the winds cause the rain and the climate change.

This research is intended; 1. To study the problem solving on marketing strategy and management development of silk for Na Po People located in Buriram province. 2. To convey how to fix the marketing strategy and development of product for Na Po Province’s silk. A research conducted Action Research which studies the conceptual framework and research on the theory of Deming PDCA cycle by examples that include 20 residents of Na Po community. The sample group will be educated on the capacity of Na Po’s Community Enterprise marketing and development of management on One Tambon One Product (OTOP) to be comparable with international (AEC). Moreover the research will collect questionnaires on target consumers to analyze the silk market. The research found that there are two Factors : - marketing factor and management factor. In marketing factor 1. To create brand silk Na Po so consumers know and recognize toward brand which Na Po’s silk has not owned any brand at present. 2. 2. To be advertised about the product of Na Po’s silk to target market to recognize and aware for Na Po’s brand 3. 3. To improve the quality of the product as standard into the acceptance of common people especially foreign customers. 4. 4. To develop new silk products by providing a variety of processed products to meet the diverse needs of consumers. 5. 5. To increase the distribution channels can be purchased easily and conveniently. 6. In management factor 7. 1. To plan for raw material in advance about stock of Na Po’s silk is adequate for production. 8. 2. To be supported for providing Na Po Community Enterprise’s fund by government sector