How Long to Read Real time deforestation detection using ANN and Satellite images

By Thiago Nunes Kehl

How Long Does it Take to Read Real time deforestation detection using ANN and Satellite images?

It takes the average reader 1 hour and 8 minutes to read Real time deforestation detection using ANN and Satellite images by Thiago Nunes Kehl

Assuming a reading speed of 250 words per minute. Learn more

Description

The foremost aim of the present study was the development of a tool to detect daily deforestation in the Amazon rainforest, using satellite images from the MODIS/TERRA sensor and Artificial Neural Networks. The developed tool provides parameterization of the configuration for the neural network training to enable us to select the best neural architecture to address the problem. The tool makes use of confusion matrices to determine the degree of success of the network. A spectrum-temporal analysis of the study area was done on 57 images from May 20 to July 15, 2003 using the trained neural network. The analysis enabled verification of quality of the implemented neural network classification and also aided in understanding the dynamics of deforestation in the Amazon rainforest, thereby highlighting the vast potential of neural networks for image classification. However, the complex task of detection of predatory actions at the beginning, i.e., generation of consistent alarms, instead of false alarms has not been solved yet. Thus, the present article provides a theoretical basis and elaboration of practical use of neural networks and satellite images to combat illegal deforestation.

How long is Real time deforestation detection using ANN and Satellite images?

Real time deforestation detection using ANN and Satellite images by Thiago Nunes Kehl is 67 pages long, and a total of 17,219 words.

This makes it 23% the length of the average book. It also has 21% more words than the average book.

How Long Does it Take to Read Real time deforestation detection using ANN and Satellite images Aloud?

The average oral reading speed is 183 words per minute. This means it takes 1 hour and 34 minutes to read Real time deforestation detection using ANN and Satellite images aloud.

What Reading Level is Real time deforestation detection using ANN and Satellite images?

Real time deforestation detection using ANN and Satellite images is suitable for students ages 8 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

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