Chinese Intellectuals and China`s Policy toward Japan

This dissertation aims at integrating two scholarships: state-society relation studies and Chinese foreign policy analysis. I created Two-level Perception Gap Model to analyze different intellectual groups' relations with party-state by confirming Chinese intellectuals play a role in CFP making in general, China's Japan policy in particular. This model is an alternative approach, instead of conventional wisdom patron-client approach, to explain and analyze the pluralized intellectual-state relations in China. This model first analyzed the role of two intellectual groups, namely think tank scholars and popular nationalist, in China's Japan policy making, and then based on these analyses it explains the interactional patterns between these two intellectual groups and party-state. I used three case studies, which represented different types of issue, Chinese attitude toward the U.S.-Japan alliance and the Japanese defense policy, the controversy over the Yasukuni Shrine Visit, and the territorial dispute over the Diaoyu/Senkaku Islands, to examine this model. First, I examined think tank scholar groups and the extent they influenced "core interest issue and sensitive issue (Issue 1)," Chinese attitude toward the U.S.-Japan alliance and the Japanese defense policy, and their international patterns with party-state. Chapter 3 compares the responses of Chinese officials to the changes in the defense policy of Japan to the analyses from the think tank scholars. As the model assumes, results show that think tank scholars' analyses are consistent with China's policy position; nevertheless, it is difficult to confirm their analyses have influence on Chinese attitude toward the U.S.-Japan alliance and the Japanese defense policy. Based on the analysis of journal articles, most articles do not provide policy suggestions or simply provide suggestions that do not deviate from the policy. As Gu's theory of pluralist institutionalism and my hypothesis points out, most think tank scholars are establishment intellectuals so they tend to be self-disciplined. Second, this model provide a new concept "patriotic dilemma" for analyzing the challenge and constraints brought by popular nationalist discourses and public mobilization to Chinese foreign policy decision makers. Chapter 4 investigated the cases study of the controversy over the Yasukuni Shrine Visit, defined as "major/minor interest issue/ sensitive issue (Issue 3)," and the discourses from the popular nationalist, mainly focusing on anti-Japanese activists. The chapter also observes their influence on nationalist public opinions and analyzes how the nationalist public opinions constrain the policy choices among decision makers. Results strongly supported the hypothesis of patriotic dilemma that, although the popular nationalist group and public opinions constrained the policy choices of Chinese decision makers in the short term, they were unable to change the fundamental policy direction. Third, chapter 5 also focuses on anti-Japanese activists and examines the model with the case of the territorial dispute over the Diaoyu/Senkaku Islands. The result supported that hypothesis that China's policy change was not because of the influence from popular nationalist's discourses or public opinions but because of the change of priority of this issue, from major/minor interest issue to core interest issue. These two chapters also indicate that the patron-client model is unable to describe the popular nationalist. An alternative approach, such as the concept "patriotic dilemma" is needed to describe the relations between the popular nationalist and the government.

Short-term Load Forecasting Using Neural Network For Future Smart Grid Application

Short-term load forecasting of power system has been a classic problem for a long time. Not merely it has been researched extensively and intensively, but also a variety of forecasting methods has been raised. This thesis outlines some aspects and functions of smart meter. It also presents different policies and current statuses as well as future projects and objectives of SG development in several countries. Then the thesis compares main aspects about latest products of smart meter from different companies. Lastly, three types of prediction models are established in MATLAB to emulate the functions of smart grid in the short-term load forecasting, and then their results are compared and analyzed in terms of accuracy. For this thesis, more variables such as dew point temperature are used in the Neural Network model to achieve more accuracy for better short-term load forecasting results.

Avoiding Extinction: An Evaluation of Short-Term Recovery Recommendations for the Endangered Rio Grande Silvery Minnow

The endangered Rio Grande silvery minnow (Hybognathus amarus; RGSM) is nearing extinction and requires immediate recovery actions. In a draft report to the Middle Rio Grande Program, a Program Advisory Panel (PAP) recommended 34 short-term recovery measures to be implemented within the next five years, and 21 long-term recovery actions. However, these recommendations need further analysis to determine if and how the actions could be implemented. This project evaluated short-term recommendations provided by the PAP to identify the most effective and rank the relative importance of the actions. These recommendations were divided into 7 recovery categories: population augmentation (5 recommendations); hydrologic regimen (4 recommendations); physical habitat (3 recommendations); biological component of habitat (2 recommendations); population monitoring (6 recommendations); monitoring, analysis, and modeling (12 recommendations); and information and planning (2 recommendations). Each recommendation was evaluated for its potential to produce anticipated recovery progress for the RGSM based on assessments of the degree of feasibility, cost effectiveness, and associated potential consequences if fully implemented. In addition, other alternatives in a range of options were also considered where applicable. In each case, recommendations were evaluated from on-site visits, interviews with researchers and resource managers, and literature review. Based on the research findings, three major groupings of the recovery categories were identified: natural aspects of recovery, program aspects of recovery, and emergency measures. At least one recovery category within each major grouping was considered important by the respondents, which indicates that each grouping is of high importance in relation to the situation at hand. However, actions within each grouping have varying priorities given constraints on available resources, time, and budget. An integrated approach that accounts for the complexity of the river system and the species itself was considered the best approach to avoid extinction while ensuring long-term sustainability. Results of these analyses were provided directly to the PAP for their review, and it is anticipated that project results could advance implementation of the most appropriate immediate recovery actions needed to prevent extinction of the RGSM.