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Real time deforestation detection using ANN and Satellite images - The Amazon Rainforest study case
13 Angebote vergleichen
Preise | Jan. 16 | Apr. 19 | Okt. 19 |
---|---|---|---|
Schnitt | € 51,16 | € 43,77 | € 40,72 |
Nachfrage |
Real time deforestation detection using ANN and Satellite images (2003)
ISBN: 9783319157412 bzw. 3319157418, vermutlich in Englisch, Springer Shop, neu, E-Book, elektronischer Download.
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. eBook.
Real time deforestation detection using ANN and Satellite images - The Amazon Rainforest study case (2003)
ISBN: 9783319157412 bzw. 3319157418, vermutlich in Englisch, Springer International Publishing, neu, E-Book, elektronischer Download.
Real time deforestation detection using ANN and Satellite images: 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. Englisch, Ebook.
Real time deforestation detection using ANN and Satellite images - The Amazon Rainforest study case
ISBN: 9783319157412 bzw. 3319157418, in Deutsch, Springer-Verlag Gmbh, neu.
Real time deforestation detection using ANN and Satellite images (2015)
ISBN: 9783319157412 bzw. 3319157418, vermutlich in Englisch, Springer, Springer, Springer, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Real time deforestation detection using ANN and Satellite images (2015)
ISBN: 9783319157412 bzw. 3319157418, vermutlich in Englisch, neu, E-Book, elektronischer Download.
Real time deforestation detection using ANN and Satellite images. The Amazon Rainforest study case (2015)
ISBN: 9783319157405 bzw. 331915740X, in Deutsch, Springer, Taschenbuch, gebraucht.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Real Time Deforestation Detection Using Ann and Satellite Images: The Amazon Rainforest Study Case (Paperback) (2015)
ISBN: 9783319157405 bzw. 331915740X, in Deutsch, Springer International Publishing AG, Switzerland, Taschenbuch, neu.
Von Händler/Antiquariat, The Book Depository EURO [60485773], London, United Kingdom.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Real time deforestation detection using ANN and Satellite images (2015)
ISBN: 9783319157405 bzw. 331915740X, in Deutsch, Springer-Verlag Gmbh Jun 2015, Taschenbuch, neu.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Real time deforestation detection using ANN and Satellite images (2015)
ISBN: 9783319157405 bzw. 331915740X, in Deutsch, Springer-Verlag Gmbh Jun 2015, Taschenbuch, neu.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen