Hypothesis-test-based landcover change detection using multi-temporal satellite images – A comparative study

Remote sensing images and technologies have been widely applied to environmental monitoring, in particular landuse/landcover classification and change detection. However, the uncertainties involved in such applications have not been fully addressed. In this paper two hypothesis-test-based change detection methods, namely the bivariate joint distribution method and the conditional distribution method, are proposed to tackle the uncertainties in change detection by making decisions based on the desired level of significance. Both methods require a data set of class-dependent no-change pixels to form the basis for class-dependent hypothesis test. Using an exemplar study area in central Taiwan, performance of the proposed methods are shown to be significantly superior to two other commonly applied methods (the post-classification comparison and the image differencing methods) in terms of the overall change detection accuracies. The conditional distribution method takes into consideration the correlation between digital numbers of the pre- and post-images and the effect of the known pre-image digital number on the range of the post-image digital number, and therefore yields the highest change detection accuracy. It is also demonstrated that the class-dependent change detection is crucial for accurate landuse/landcover change detection.     

福建与东盟经贸合作及深化合作的政策建议

东盟是福建省开展进出口贸易、引进外资以及实施走出去战略的重要地区。中国-东盟自由贸易区协议签订后，福建省抓住机遇，积极推进双方在经贸领域的合作，与东盟经贸往来日益密切，东盟已成为福建省重要的经贸合作伙伴。福建省应从实际情况出发，争取在建设中国-东盟自由贸易区的进程中找准位置并发挥作用，主要措施有：（1）充分利用东南亚华商网络，建立福建东盟合作机制；（2）利用中国-东盟自由贸易区的降税进程，努力扩大对东盟的出口；（3）在继续扩大吸收来自东盟外商直接投资的同时，鼓励省内企业开展对东盟投资；（4）发挥福建区位优势，加大与东盟各大港口合作力度；（5）利用优势互补，加大福建与东盟的资源合作力度。     

在企业深化改革中开创社会化计量测试新局面

通过大量的事实，阐述了在企业不断深化改革过程中，开创社会化计量测试的基础，条件及基本做法。     

我国改革开放以来发展观的演进

中国改革开放三十年来发展观的变迁经历了三个时期:自发地采用以经济增长为核心发展观的时期;自觉反思和探索发展观的时期;形成和实践科学发展观理论体系的时期。发展观的演进一方面受到国内外思潮的影响,另一方面又受到国内经济社会发展状况的制约。评价发展观的标准是其能否适应时代需求,滞后或过于超前都会带来负面的影响。     

提升中小企业群竞争力的有效途径——基于供需链管理的研究

中小企业群是目前国际上产业规划的流行模式。我国中小企业群具有生产运用战略纵向一体化，原材料供应方式灵活多变，经营方式专业化以及制造技术相对落后等特征。建立供需链管理模式下的地方网络体系，实施大规模定制的生产运作模式，一方面可以提高中小企业自身的管理与运作水平，还能把不同的具有产业关联的中小企业联结成一个整体，形成资源合力，加速中小企业发展，提升中小企业群的核心竞争力。     

基于软件工程思想方法的CAI课件开发

介绍了软件工程思想方法，运用软件工程思想方法基于瀑布模型分析了CAI课件开发过程，实践创作开发了基于Web的多媒体《概率论与数理统计》CAI课件。     

Reliable flight performance assessment of multirotor based on interacting multiple model particle filter and health degree

Multirotor has been applied to many military and civilian mission scenarios. From the perspective of reliability, it is difficult to ensure that multirotors do not generate hardware and software failures or performance anomalies during the flight process. These failures and anomalies may result in mission interruptions, crashes, and even threats to the lives and property of human beings. Thus, the study of flight reliability problems of multirotors is conductive to the development of the drone industry and has theoretical significance and engineering value. This paper proposes a reliable flight performance assessment method of multirotors based on an Interacting Multiple Model Particle Filter (IMMPF) algorithm and health degree as the performance indicator. First, the multirotor is modeled by the Stochastic Hybrid System (SHS) model, and the problem of reliable flight performance assessment is formulated. In order to solve the problem, the IMMPF algorithm is presented to estimate the real-time probability distribution of hybrid state of the established SHS-based multirotor model, since it can decrease estimation errors compared with the standard interacting multiple model algorithm based on extended Kalman filter. Then, the reliable flight performance is assessed with health degree based on the estimation result. Finally, a case study of a multirotor suffering from sensor anomalies is presented to validate the effectiveness of the proposed method.     

航天测控装备跟踪质量考核标准分析

针对航天测控装备在役考核标准缺乏的问题，分析了航天测控（Space tracking telemetry and control，TTC）标准的现状，梳理了可用于在役考核的现有航天装备相关标准。提出了航天测控装备考核跟踪质量稳定性的参考标准，分析了标准对在役考核要求的适用性，并对跟踪质量稳定性考核科目进行了修正扩展。实际工程算例表明考核效果合理有效，跟踪质量稳定性考核标准可为在役考核标准制定提供借鉴参考。     

Innovation and change? The evolution of Europe's small satellite manufacturers

Since the 1980s a trend has emerged to contain the cost of space missions, which has favored trials in the construction and launch of small satellites. This effort has considerably reduced the cost of the satellites because the construction process uses both traditional components and important technological innovations. There have also been market openings for small satellites, both within the telecommunication sector and for scientific missions and those related to Earth observation. This paper contains the results of a survey of the largest manufacturers of small satellites in Europe and investigates how far (if at all) they have changed the structure of the European space industry. It finds that, through the acquisition of small satellite manufacturers, traditional large companies operating in the field of space in Europe have secured for themselves important technological innovations and market opportunities, while maintaining their oligopolistic position.     

Crew autonomy for deep space exploration: Lessons from the Antarctic Search for Meteorites

Future piloted missions to explore asteroids, Mars, and other targets beyond the Moon will experience strict limitations on communication between vehicles in space and control centers on Earth. These limitations will require crews to operate with greater autonomy than any past space mission has demonstrated. The Antarctic Search for Meteorites (ANSMET) project, which regularly sends small teams of researchers to remote parts of the southern continent, resembles a space mission in many ways but does not rely upon a control center. It provides a useful crew autonomy model for planners of future deep space exploration missions. In contrast to current space missions, ANSMET gives the crew the authority to adjust competing work priorities, task assignments, and daily schedules; allows the crew to be the primary monitor of mission progress; demands greater crew accountability for operational errors; requires the crew to make the most of limited communication bandwidth; adopts systems designed for simple operation and failure recovery; and grants the crew a leading role in the selection and stowage of their equipment.