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Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Example of DBN. Figure Legend: From: Comprehensive analysis of regional human-driven.

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Presentation on theme: "Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Example of DBN. Figure Legend: From: Comprehensive analysis of regional human-driven."— Presentation transcript:

1 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Example of DBN. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

2 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. The block diagram of comprehensive analysis for multitemporal remote sensing images (variable abbreviated as vari and information abbreviated as info). Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

3 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Cases of OOS-DBN: (a) original version, (b) variant 1, (c) variant 2, (d) variant 3, (e) variant 4, (f) variant 5, (g) variant 6, and (h) variant 7. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

4 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Multitemporal remote sensing images and truth maps: (a) 2003, (b) 2007, (c) 2010, (d) 2013 (scale and direction are shown), (e) 2014, (f) regional truth map of 2003, and (g) regional truth map of 2014 (filling area with vertical line denotes reclamation part). Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

5 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Detected changed items: (a) 2003 to 2007, (b) 2007 to 2010, (c) 2010 to 2013, and (d) 2013 to 2014. 1, increased undeveloped part (i.e., V2Tn); 2, increased uptown (i.e., V4Tn); 3, new warehouse (i.e., V7Tn); 4, increased coal piles (i.e., V11Tn); 5, increased container yard (i.e., V6Tn); 6, increased breakwater (i.e., V9Tn and V10Tn); 7, new main roads (i.e., V5Tn); and 8, decreased coal piles (i.e., V11Tn). Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

6 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Area of regional reclamation part: (a) 2007, (b) 2010, (c) 2013, and (d) 2014. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

7 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. Change of each observed object: (a) area change, (b) area change (continued), (c) length change of main roads, (d) length change of the breakwaters, (e) change in the number of tower cranes, and (f) change in the number of breakwaters. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

8 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. OOS-DBN for analysis of port situation. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021

9 Date of download: 6/27/2016 Copyright © 2016 SPIE. All rights reserved. OOS-DBN for regional development analysis. Figure Legend: From: Comprehensive analysis of regional human-driven environmental change with multitemporal remote sensing images using observed object-specified dynamic Bayesian network J. Appl. Remote Sens. 2016;10(1):016021. doi:10.1117/1.JRS.10.016021


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