I. VISION INTRODUCTIONLife has it that there is never enough preparation for a crisis, uncertainty about the appropriate actions to recover from a traumatic experience, and insufficient awareness of proper responses to bothering situations. Human beings and the problems that they encounter around the globe are so different from each other, in so many aspects, that research into appropriate sets of solutions is paramount.The convergence of recent technological advances and concepts, such as the cloud and high performance computing, information access/sharing, and Internet of Things enable the design of a Computation of Things (CoTh) framework with effective human-computer interaction for crisis situations. This paper illustrates how these advances could be employed and presents remaining challenges in its design and integration.An initial architectural design for CoTh is proposed, integrating (1) participatory sensing and remote sensing platforms, (2) a computational analysis engine, and (3) visually-spectacular interfaces that support making the decisions [30]. The overall architecture borrows from multiple, heterogeneous designs to provide an efficient, generic CoTh platform. It includes studies of selected existing components for data integration [3][10] [15] and the insights into the computation engine itself.CoTh is an approach to understanding the individual self and its surrounding based on the micro-scale information that combines with macro-scale data to enable prediction 1 of different life scenarios. It serves to deliver guidance towards sustainable development for an individual, but if projected and combined with behavioral patterns of groups, communities, and nations, it provides knowledge about the world-wide changes and their possible global effects. A more technical definition of CoTh is provided in the proceedings.The outlined vision of CoTh requires an analysis breaking the system down to its main objectives, requirements, and components. Section II provides selected individual-related scientific trends that constitute a basis for development of a more comprehensive definition for CoTh. This definition is then discussed in Section III. Here, the technological challenges are described and are then compared with the state of the art. In Section IV, the architecture proposal for CoTh is provided and the uniqueness of the computational paradigm shift is highlighted. Section V constitutes a preliminary achievability assessment of merging CoTh with the objectives of Digital-Earth vision. Also, risk factors and concept illustrations are briefly investigated. Conclusions complete the paper with a short summary and future plans. 1 According to [5] there is a distinction between a prediction and a forecast. Prediction attempts to accurately say what will happen before it happens. A forecast is an if/then contingency statement. Thus, a forecast does not describe what will happen, but rather what may happen given certain assumptions. By this definition, forecasting is the main driver of this research, altho...