Many studies have concluded terrestrial carbon inputs contribute 20-70% of the carbon supporting zooplankton and fish production in lakes. Conversely, it is also known that terrestrial carbon inputs are of very low nutritional quality and phytoplankton are strongly preferentially utilized by zooplankton. Because of its low quality, substantial terrestrial support of zooplankton production in la...

Drawing on biological systems for their inspiration, typical supervised neural networks learn to classify features within a set of inputs through repetition. Here, we focus on using an auto-encoder network to memorize each item in a set of inputs rather than to classify them. We have simulated this network in MATLAB using the “Wake-Sleep” learning algorithm proposed by Hinton et al. [1] and dem...

We propose an extension of the Finite State Machine framework in distributed systems, using input/output partial order automata (IOPOA). In this model, transitions can be executed non-atomically, reacting to asynchronous inputs on several ports, and producing asynchronous output on those ports. We develop the formal framework for distributed testing in this architecture and compare with the syn...

We extend the notion of flat inputs, which we previously introduced in the SISO case, towards non-linear MIMO systems. For MIMO systems, we have to distinguish two cases for differential flatness, corresponding to feedback-linearizability either by a static or a quasistatic feedback. For the first case, the construction of flat inputs can be solved easily by means of the observability codistrib...

in order to perform each component of agricultural practices, its plan should be rationalized economically and technically. in a study for recognition patterns of energy inputs and outputs in saffron fields of southern khorasan, iran, during a five years exploitation period, two questionnaires were prepared, one for the first cultivation year, and another for crop management and harvest during ...

The relationships between climate and forest dynamics can help us to interpret patterns of ecosystem carbon predict how forests react climatic changes. We report mass deadwood (necromass) from tropical ecosystems subject some the highest frequency cyclones in world regular, persistent seasonal monsoon winds. Plots that are influenced by typhoons but exposed different degrees winds were monitore...

This paper discusses a new uncertainty analysis via low frequency inputs for hydraulic cylinder dynamics. First, we review the nonlinear nominal modeling and existence of nonlinearity phenomenon despite absence friction. Second, propose by both physical parameter identification measurement input-output behavior input within domain. Finally, experimentally apply without ignoring region. Unexpect...