Development of a Method for Forest Type Detection

Language: English

Published by LAP LAMBERT Academic Publishing Sep 2017, 2017

6202025409 / 9786202025409

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This item is printed on demand - Print on Demand Titel. Neuware -Delineation of forest types was made from 6 scenes of LANDSAT data and validated with National Forest Inventory (NFI) of Germany. Boundary of forest types was used from the official ATKIS vector data to cut out only forest cover. Algorithms for classification were selected to distinguish forest types with training data from NFI and used machine learning approach implemented in caret package of R statistical language. Both pixel based and object based image analysis (PBIA and OBIA) were applied. OBIA resulted the best approach. Mixed behavior was found in the accuracy of the classifications. In general the SVM was the best for 4 of the 6 scenes under evaluation. KNN and RF resulted the best for the rest of the scenes. General schema of the procedure is presented and tips for using every classification algorithm are disused.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 192 pp. Englisch.

Seller Inventory # 9786202025409

Title
Development of a Method for Forest Type Detection
Author
Juan Ygnacio López Hernández
Publisher
LAP LAMBERT Academic Publishing Sep 2017
Publication year
2017
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6202025409
ISBN 13
9786202025409
Item weight
304 grams
Dimensions
220x150x13 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

5-star seller

AbeBooks seller since January 23, 2017

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Impressum Thorsten Retsch Buchversand Mimpf2000 Oberölschnitz 16 95517 Emtmannsberg Deutschland Telefon: 09209-2023188 Email: mimpf2000@online.de USt-ID-Nr.: DE 235096871 Wir führen gebrauchte Bücher aus allen Sparten der Literatur

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