Weather predictions by an atmospheric model are determined by the uncertainties in the initial condition and the imperfection of the model. It is difficult to provide accurate weather prediction. The efficiency of weather predictions model is obtained from the analyses of Lyapunov exponent. In addition the predictability measurements is applied from Lyapunov exponent are finite size Lyapunov exponent finite time Lyapunov exponent local Lyapunov exponent together with a new method called supremum Lyapunov exponent are used to measure predictability of the northeast monsoon (winter monsoon) by the Educational Global Climate Model (EdGCM) and to test sensitivity of the model to small initial perturbations. The EdGCM sensitive to initial perturbations it is suitable for predictability of the northeast monsoon. The EdGCM is run for 142-year predictions from the year 1958 to 2100. However only the outputs of geopotential height at 500hPa of December from 2012 to 2100 are used for predictability measurement. The results show that the EdGCM predictability for the northeast monsoon forecast is about 120 years. So the EdGCM can be predictability of the long range forecast. Supremum Lyapunov Exponent Click to buy NOW! PDF-XChange Viewer www.docu-track.com Click to buy NOW! PDF-XChange Viewer www.docu-track.com

This paper aimed to study and compare awareness of impacts on global warming that are relevant to home economics knowledge base on Home Economics Program Suan Dusit Rajabhat University considering gender and year of study. The sample was bachelor home economics students of every year of Suan Dusit Rajabhat University. Questionnaires were used to the data from 254 samples. The statistics used were frequency distribution percentage average and standard deviation. The hypothesis test made in the study was t-test for independent samples and One Way ANOVA.

This research aimed to investigate media exposure awareness knowledge attitude and behavior towards global warming and to study correlations among those factors that varied Bangkok metropolitan’s media exposure perception knowledge and attitude on global warming. The 1200 Bangkok residents were randomly selected from 12 districts out of 50 districts in Bangkok Municipality including 5 adjacent Provinces of Nakhon Pathom Pathum Thani Nonthaburi Samut Prakan and Samut Sakhon. The study found the following results: The media exposure behavior concerning global warming was in general rated in medium level. People were daily exposed to television yet other media: radio newspaper magazine billboard journal brochure internet and personal media were exposure 3-4 days a week. Most respondents said publicizing on global warming in Thailand was in medium level. Awareness attitude and behavior against global warming were generally in high level. The hypothesis testing showed that different gender career and housing varied the frequency of media exposure on global warming at statistical significance .05. Different gender education background and career varied awareness on global warming at statistical significance .05 Different age education background income and housing varied knowledge on global warming at statistical significance .05. Different gender age education background career income and housing varied attitude towards global warming at statistical .05. Different education background career and housing varied behavior against global warming at statistical significance .05. The exposure to media awareness and attitude of Bangkok metropolitan residents about global warming had positive correlation to behavior at statistical significance .05. However regarding to knowledge of global warming it resulted negative correlation to behavior at statistical .05.

The purposes of this research are to understand ways of thinking students point of vies. The primary question in this research are the meaning of sufficiency from. What sources are the students learning from and students behavior To use quality control analyzing Data. To gather the data from interviewing observing and conversing with students from Rajamangala University of Technology Phra Nakhon which live in university dormitory. The students revealed that they live happily to moderate our potential and live sufficiently because of difference circumstance that identify students perspective. There are two conditions one from themselves and society family learning institute and mass communication that influence their thinking concept budget planning spending with consciousness and learning how to choose friends chatting knowing other cultural from mental mind management loving kindness and protect social environment saving energy. The good point of this research is the concept of students thinking the not nonsense. Theyre not crazy about fashion they live and learn from their inside mind. Self adjustment and live as usual. So studying on individual student and emphasizing for thinking concept and shaping their lives among changing world that help them learn and understanding their lives better.

The article aims to discuss the concept of poverty mapping the benef it of poverty mapping and the methodology of poverty mapping including data and analysis. The last section provides the summary of poverty mapping in Thailand. The conceptual approach of poverty mapping is based on several environmental assessments and spatial analysis that will help policy makers to better evaluate ongoing regional policies by retrieving a wide range of information