1 - 5 of 5 Chapters
[The Amazon Rainforest, the largest tropical forest in the world, is located in the northern region of South America, spanning several countries, viz., Brazil, Bolivia, Colombia, Ecuador, Guyana, French Guiana, Peru, Suriname and Venezuela. Approximately 60 % of the forest’s area falls under the...
[Figueiredo  defines remote sensing as a process of capturing information phenomena and terrestrial features using sensors without direct contact with the same associated methodologies and techniques for storage, processing and analysis of the acquired information. While Moreira  states...
[For the training and testing of the tool, 57 images of tile H11V09 of the MODIS/TERRA sensor during the period from May 20 to July 15, 2003, numbered 140–196, according to the Julian calendar, were used. These images were chosen since they had a ground truth and already been used in a previous...
[This section aims to illustrate the modeling of the developed system, and also demonstrates the use and operation of the tool with the aid of the Use Case diagram (Fig. 4.1) that characterizes the implemented features.]
[This chapter aims to discuss and analyze the results obtained with the application of the methodology described in the previous chapter. In Sect. 5.1, some analysis on the outcome of the training and classification of the artificial neural network is done. Section 5.2 discusses the results...
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