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Journals >
Laser & Optoelectronics Progress >
Volume 58 >
Issue 4 >
Page 0428003 > Article
Laser & Optoelectronics Progress
Vol. 58, Issue 4, 0428003 (2021)
Extraction Method of Urban Area From GF-6 Satellite
Changdong Ji and Zhonglin Kang
*
Author Affiliations
Collage of Mapping and Geographical Science, Liaoning Technical University, Fuxin, Liaoning 123000, China
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DOI:
10.3788/LOP202158.0428003
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Changdong Ji, Zhonglin Kang. Extraction Method of Urban Area From GF-6 Satellite[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0428003
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Fig. 1.
Color photos of test data. (a) Baoji city; (b) Rizhao city; (c) Baoding city
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Fig. 2.
Spectral curves of different ground features
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Fig. 3.
Results of extraction of built-up areas by different index methods. (a) VrNIR-BI method; (b) VgNIR-BI method; (c) NBAEI method
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Sensor
City type
Test city
City location
Acquisition time
Image size/
(pixel×pixel)
GF-6
Valley city
Baoji
36.56̊N, 101.74̊E
2018-10-02
2000×2000
Coastal city
Rizhao
35.42̊N, 119.46̊E
2018-06-23
1800×1800
Plain city
Baoding
20.02̊N, 110.35̊E
2018-09-06
2000×2000
Table 1.
Overview of test area
City
P
T
/%
P
F
/%
P
L
/%
Baoji
78.00
70.88
30.30
Rizhao
85.00
35.71
21.74
Baoding
92.00
14.17
16.79
Average
85.00
40.25
22.94
Table 2.
Extraction accuracy of VrNIR-BI method
City
P
T
/%
P
F
/%
P
L
/%
Baoji
95.60
17.64
41.67
Rizhao
88.00
24.59
31.34
Baoding
91.00
13.43
12.58
Average
91.53
18.55
28.53
Table 3.
Extraction accuracy of VgNIR-BI method
City
P
T
/%
P
F
/%
P
L
/%
Baoji
95.00
8.80
9.00
Rizhao
96.63
16.33
19.03
Baoding
93.67
21.83
21.57
Average
95.10
15.65
18.53
Table 4.
Extraction accuracy of NBAEI method
City
Average extraction accuracy/%
VrNIR-BI
VgNIR-BI
NBAEI
Valley
92.00
88.80
94.52
Coastal
86.63
92.33
96.30
Plain
93.67
86.83
94.22
Table 5.
Average extraction accuracy of three methods
Abstract
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Changdong Ji, Zhonglin Kang. Extraction Method of Urban Area From GF-6 Satellite[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0428003
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Paper Information
Category: Remote Sensing and Sensors
Received: Jun. 16, 2020
Accepted: Jul. 9, 2020
Published Online: Feb. 22, 2021
The Author Email: Kang Zhonglin (1005699264@qq.com)
DOI:
10.3788/LOP202158.0428003
Recommended Topics
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