Get 20M+ Full-Text Papers For Less Than $1.50/day. Start a 14-Day Trial for You or Your Team.

Learn More →

DeepDyve requires Javascript to function. Please enable Javascript on your browser to continue.

Real time deforestation detection using ANN and Satellite images

Part of the SpringerBriefs in Computer Science Book Series

DOI: 10.1007/978-3-319-15741-2

ISBN: 978-3-319-15740-5

Publisher: Springer International Publishing - Springer Journals

Mar 10, 2015

LitStream

Chapter 1Introduction

Kehl, Thiago Nunes; Todt, Viviane; Veronez, Maurício Roberto; Cazella, Silvio Cesar

Pages: 1 –4

[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...
LitStream

Chapter 2Literature Review

Kehl, Thiago Nunes; Todt, Viviane; Veronez, Maurício Roberto; Cazella, Silvio Cesar

Pages: 5 –18

[Figueiredo [18] 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 [19] states...
LitStream

Chapter 3Method

Kehl, Thiago Nunes; Todt, Viviane; Veronez, Maurício Roberto; Cazella, Silvio Cesar

Pages: 19 –31

[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...
LitStream

Chapter 4Modeling and Tool Use

Kehl, Thiago Nunes; Todt, Viviane; Veronez, Maurício Roberto; Cazella, Silvio Cesar

Pages: 33 –38

[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.]
LitStream

Chapter 5Results and Discussion

Kehl, Thiago Nunes; Todt, Viviane; Veronez, Maurício Roberto; Cazella, Silvio Cesar

Pages: 39 –49

[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...

results per page

Prev
1
Next

Browse All eBooks