Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Real time deforestation detection using ANN and Satellite images

Real time deforestation detection using ANN and Satellite images

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319157412
Condition
New
Product 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.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Postmodernisms Role in Latin American Literature

$39.99

The General Theory of Dunhuang Studies

$99.00

Structural Dynamics and Resilience in Supply Chain Risk Management

$129.00

The Year At Maple Hill Farm

$6.74

Die Einzelhandelsttigkeit des Handwerks

$59.99

Percutaneous Surgery of Kidney Stones

$84.99

Can't Be Tamed (Horse Country #1)

$5.99

Insider Threats in Cyber Security

$84.99

Genetic and Evolutionary Computing

$129.00

Innen- und Auenpolitik unter nationalsozialistischer Bedrohung

$64.99

Approximation of Functions: Theory and Numerical Methods

$39.99

Approximation with Positive Linear Operators and Linear Combinations

$109.99

Ideology and Hegemony of English Foreign Language Textbooks

$109.99

Heinrich Heine

$29.99

Domain-Specific Languages in R

$27.99

ISO Surveys of a Dusty Universe

$39.99

Polyolefins: 50 years after Ziegler and Natta II

$329.99

EG-ko-Audit-Verordnung Umwelterklrung

$69.99

Personalized Psychiatry

$99.00

Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications

$169.00

Cycle Spaces of Flag Domains

$139.99

Massivtransfusionen

$69.99

Sustainability, Wellbeing and the Posthuman Turn

$44.99

Sensors and Microsystems

$219.99

Marketing fr virtuelle Mrkte

$59.99

Internationale Wirtschaftsbeziehungen II

$39.99

Estuarine Nutrient Cycling: The Influence of Primary Producers

$169.99

Selected Works of R.M. Dudley

$129.00

Public Accountability

$109.99

Human Digital Twin

$49.99

Active and Real-Time Database Systems (ARTDB-95)

$109.99

The New Worlds

$29.99

Intermedia Pollutant Transport

$39.99

Cataclysmic Variables

$39.99

Die Phnomenologie und das Problem der Grundlegung der Ethik

$59.99

Dude, Can You Count? Stories, Challenges and Adventures in Mathematics

$24.99

SharePoint 2010 as a Development Platform

$39.99

Metallomics and the Cell

$219.99

Micromachined Mixed-Potential-Type YSZ-Based Sensors for Nitrogen Dioxide Monitoring in Automobile E

$179.99

Pap and Me

$5.96