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Kedu ka isi njikwa na data PPK si emetụta izi ezi nke ụdị 3D

N'ime nnwale abụọ a, anyị webatara mgbanwe anọ dị iche iche iji chọpụta izi ezi nke ụdị 3D. Ụdị mgbanwe anọ dị iche iche bụ:

1: ụdị ụgbọ ala drones: VTOL drone ma ọ bụ drone multi-rotor

2: GSD dị iche iche

3: Na / enweghị akara akara ala

4: Enweghị / enweghị data PPK

Nnwale 1: mmetụta nke isi ihe nchịkwa ala (GCPs) na nha anya nke ihe nlereanya 3D;

Ọnọdụ 1

Onye na-ebu drone

Igwefoto oblique

GSD

PPK

CW10 VTOL

DG4 uru

2cm

Ee

Nsonaazụ Tebụl 1:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị GCP

Ogologo ihe nlereanya 3D (L2) na GCP

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.20

7.21

0.01

0.00

 

8.706

8.71

8.68

0.00

0.03

 

10.961

10.87

10.90

0.09

0.06

2

7.010

6.89

6.98

0.12

0.03

3

1.822

1.79

1.80

0.03

0.02

4

10.410

10.39

10.40

0.02

0.01

5

10.718

10.67

10.70

0.05

0.02

6

13,787

13.75

13.77

0.04

0.02

7

11.404

11.39

11.39

0.01

0.01

 

12.147

12.13

12.13

0.02

0.02

8

7.526

7.51

7.49

0.02

0.04

 

13,797

13.79

13.81

0.01

-0.01

9

10,374

10.35

10.36

0.02

0.01

10

2.109

2.03

2.02

0.08

0.09

 

4.281

4.15

4.16

0.13

0.12

11

14.675

14.61

14.66

0.07

0.02

 

8.600

8.60

8.54

0.00

0.06

12

13.394

13.37

13.35

0.02

0.04

13

12.940

12.88

12.89

0.06

0.05

14

7.190

7.20

7.18

-0.01

0.01

15

13.371

13.36

13.35

0.01

0.02

 

6,435

6.40

6.41

0.03

0.02

16

3,742

3.75

3.72

-0.01

0.02

17

6.022

5.97

5.98

0.05

0.04

18

3,937

3.93

3.89

0.01

0.05

19

8.120

8.10

8.12

0.02

0.00

 

14.411

14.40

14.40

0.01

0.01

20

6.077

6.04

6.03

0.04

0.05

21

13.696

13.65

13.66

0.05

0.04

RMSE: Ds1=0.0342m,Ds2=0.0308m

Ọnọdụ 2

Onye na-ebu drone

Igwefoto oblique

GSD

PPK

CW10 VTOL

DG4 uru

2cm

Mba

Nsonaazụ Tebụl 2:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị GCP

Ogologo ihe nlereanya 3D (L2) na GCP

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.18

7.18

0,030

0,030

 

8.706

8.69

8.68

0.016

0.026

 

10.961

10.89

10.91

0.071

0,051

2

7.010

6.88

6.92

0.130

0.090

3

1.822

1.76

1.79

0.062

0.032

4

10.410

10.38

10.39

0,030

0.020

5

10.718

10.65

10.66

0.068

0,058

6

13,787

13.72

13.77

0.067

0.017

7

11.404

11.41

11.38

-0.006

0.024

 

12.147

12.13

12.12

0.017

0.027

8

7.526

7.44

7.47

0.086

0,056

 

13,797

13.83

13.83

-0.033

-0.033

9

10,374

10.35

10.34

0.024

0.034

10

2.109

1.98

2.03

0.129

0,079

 

4.281

4.14

4.18

0.141

0.101

11

14.675

14.55

14.59

0.125

0.085

 

8.600

8.58

8.57

0.020

0,030

12

13.394

13.36

13.35

0.034

0.044

13

12.940

12.95

12.92

-0.010

0.020

14

7.190

7.21

7.21

-0.020

-0.020

15

13.371

13.36

13.36

0.011

0.011

 

6,435

6.37

6.43

0.065

0,005

16

3,742

3.74

3.72

0,002

0.022

17

6.022

6.03

6.00

-0.008

0.022

18

3,937

3.91

3.94

0.027

-0.003

19

8.120

8.09

8.09

0,030

0,030

 

14.411

14.40

14.41

0.011

0.001

20

6.077

6.06

6.03

0.017

0,047

21

13.696

13.68

13.65

0.016

0.046

RMSE: Ds1=0.0397m,Ds2=0.0328m

Ọnọdụ 3

Onye na-ebu drone

Igwefoto oblique

GSD

PPK

CW10 VTOL

DG4 uru

1.5cm

Ee

Nsonaazụ Tebụl 3:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị GCP

Ogologo ihe nlereanya 3D (L2) na GCP

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.20

7.21

0.01

0.00

 

8.706

8.69

8.7

0.02

0.01

 

10.961

10.88

10.89

0.08

0.07

2

7.010

6.87

6.99

0.14

0.02

3

1.822

1.75

1.78

0.07

0.04

4

10.410

10.38

10.39

0.03

0.02

5

10.718

10.69

10.69

0.03

0.03

6

13,787

13.78

13.76

0.01

0.03

7

11.404

11.38

11.39

0.02

0.01

 

12.147

12.12

12.12

0.03

0.03

8

7.526

7.49

7.51

0.04

0.02

 

13,797

13.78

13.8

0.02

0.00

9

10,374

10.34

10.35

0.03

0.02

10

2.109

2.02

2.11

0.09

0.00

 

4.281

4.21

4.28

0.07

0.00

11

14.675

14.65

14.68

0.03

0.00

 

8.600

8.57

8.53

0.03

0.07

12

13.394

13.40

13.37

-0.01

0.02

13

12.940

12.89

12.91

0.05

0.03

14

7.190

7.18

7.2

0.01

-0.01

15

13.371

13.38

13.35

-0.01

0.02

 

6,435

6.46

6.4

-0.03

0.03

16

3,742

3.75

3.71

-0.01

0.03

17

6.022

5.97

5.98

0.05

0.04

18

3,937

3.91

3.89

0.03

0.05

19

8.120

8.08

8.1

0.04

0.02

 

14.411

14.38

14.39

0.03

0.02

20

6.077

6.05

6.03

0.03

0.05

21

13.696

13.67

13.64

0.03

0.06

RMSE: Ds1=0.0328m,Ds2=0.0249m

Ọnọdụ 4

Onye na-ebu drone

Igwefoto oblique

GSD

PPK

CW10 VTOL

DG4 uru

1.5cm

Mba

Nsonaazụ Tebụl 4:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị GCP

Ogologo ihe nlereanya 3D (L2) na GCP

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.20

7.21

0.010

0

 

8.706

8.65

8.68

0,056

0.026

 

10.961

10.90

10.87

0.061

0.091

2

7.010

6.86

6.88

0.150

0.13

3

1.822

1.76

1.76

0.062

0.062

4

10.410

10.37

10.38

0,040

0.03

5

10.718

10.68

10.72

0,038

-0.002

6

13,787

13.71

13.79

0,077

-0.003

7

11.404

11.38

11.38

0.024

0.024

 

12.147

12.12

12.13

0.027

0.017

8

7.526

7.49

7.53

0.036

-0.004

 

13,797

13.77

13.78

0.027

0.017

9

10,374

10.35

10.37

0.024

0.004

10

2.109

2.09

2.11

0.019

-0.001

 

4.281

4.19

4.28

0.091

0.001

11

14.675

14.64

14.67

0,035

0,005

 

8.600

8.57

8.58

0,030

0.02

12

13.394

13.38

13.39

0.014

0.004

13

12.940

12.91

12.9

0,030

0.04

14

7.190

7.20

7.19

-0.010

0

15

13.371

13.38

13.37

-0.009

0.001

 

6,435

6.43

6.42

0,005

0.015

16

3,742

3.70

3.7

0.042

0.042

17

6.022

5.99

5.98

0.032

0.042

18

3,937

3.94

3.91

-0.003

0.027

19

8.120

8.12

8.07

0,000

0.05

 

14.411

14.37

14.38

0.041

0.031

20

6.077

6.04

6.04

0,037

0,037

21

13.696

13.65

13.65

0.046

0.046

RMSE: Ds1=0.0356m,Ds2=0.0259m

Ọnọdụ 5

Onye na-ebu drone

Igwefoto oblique

GSD

PPK

DJI M600 Pro Multi-rotor

DG4 uru

1.5cm

Mba

Nsonaazụ Tebụl 5:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị GCP

Ogologo ihe nlereanya 3D (L2) na GCP

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.19

7.21

0.02

0.00

 

8.706

8.70

8.70

0.01

0.01

 

10.961

10.91

10.91

0.05

0.05

2

7.010

6.98

6.98

0.03

0.03

3

1.822

1.79

1.80

0.03

0.02

4

10.410

10.39

10.39

0.02

0.02

5

10.718

10.69

10.70

0.03

0.02

6

13,787

13.76

13.75

0.03

0.04

7

11.404

11.38

11.38

0.02

0.02

 

12.147

12.12

12.13

0.03

0.02

8

7.526

7.50

7.49

0.03

0.04

 

13,797

13.77

13.79

0.03

0.01

9

10,374

10.33

10.35

0.04

0.02

10

2.109

2.02

2.07

0.09

0.04

 

4.281

4.20

4.21

0.08

0.07

11

14.675

14.65

14.66

0.03

0.02

 

8.600

8.57

8.57

0.03

0.03

12

13.394

13.35

13.35

0.04

0.04

13

12.940

12.92

12.93

0.02

0.01

14

7.190

7.17

7.18

0.02

0.01

15

13.371

13.35

13.36

0.02

0.01

 

6,435

6.41

6.42

0.02

0.01

16

3,742

3.70

3.71

0.04

0.03

17

6.022

5.99

6.00

0.03

0.02

18

3,937

3.89

3.91

0.05

0.03

19

8.120

8.08

8.10

0.04

0.02

 

14.411

14.36

14.35

0.05

0.06

20

6.077

6.06

6.06

0.02

0.02

21

13.696

13.65

13.67

0.05

0.03

RMSE: Ds1=0.0342m,Ds2=0.0256m

Mkpebi

Ụdị mgbanwe nke nnwale 1 bụ:

1: Na / enweghị data PPK.

2: Ụdị ụgbọ mmiri na-ebu: VTOL drone ma ọ bụ drone multi-rotor

3: GSD dị iche iche: 1.5 cm ma ọ bụ 2cm

Mgbe nyochachara usoro nyocha nnwale, anyị nwere ike nweta nkwubi okwu ndị a:

Mgbe igwefoto oblique bụ DG4Pros:

(1) Na / na-enweghị ebe njikwa ala (GCP) na-etinye aka na AT triangulation, ma ọ bụ VTOL ma ọ bụ multi-rotor drone, ma GSD bụ 2cm ma ọ bụ 1.5cm, ihe ngosi 3D nke igwefoto oblique DG4Pros wuru nwere ike izute Ihe achọrọ maka njehie ikwu ziri ezi Ds≤10cm.

(2) Mgbe na-enweghị GCP bụ otu mgbanwe, ikwu izi ezi nke ụdị 3D na GCPs dị mma karịa nke na-enweghị GCP.

(3) Mgbe GSD bụ otu ngbanwe, izi ezi nke ụdị 3D nke GSD 1.5cm dị mma karịa nke GSD 2cm.

(4) Mgbe onye na-ebu ụgbọ mmiri bụ otu mgbanwe, ihe ziri ezi nke ụdị 3D nke na-eji multi-rotor dị mma karịa iji VTOL dị ka ụgbọelu ụgbọelu.

Nnwale 2: Enweghị GCPs, mmetụta nke data PPK na izi ezi nke ụdị 3D.

Ọnọdụ 1

Onye na-ebu drone

Igwefoto oblique

GSD

Ndị GCP

CW10 VTOL

DG4 uru

2cm

Mba

Nsonaazụ Tebụl 1:

Ọnụọgụ ihe

ogologo nha (L0)

Ogologo ụdị 3D (L1) na-enweghị PPK

Ogologo ihe nlereanya 3D (L2) na PPK

Ds1 (L0-L1)

Ds2 (L0-L2)

1

7.210

7.18

7.20

0,030

0.01

 

8.706

8.69

8.71

0.016

0.00

 

10.961

10.89

10.87

0.071

0.09

2

7.010

6.88

6.89

0.130

0.12

3

1.822

1.76

1.79

0.062

0.03

4

10.410

10.38

10.39

0,030

0.02

5

10.718

10.65

10.67

0.068

0.05

6

13,787

13.72

13.75

0.067

0.04

7

11.404

11.41

11.39

-0.006

0.01

 

12.147

12.13

12.13

0.017

0.02

8

7.526

7.44

7.51

0.086

0.02

 

13,797

13.83

13.79

-0.033

0.01

9

10,374

10.35

10.35

0.024

0.02

10

2.109

1.98

2.03

0.129

0.08

 

4.281

4.14

4.15

0.141

0.13

11

14.675

14.55

14.61

0.125

0.07

 

8.600

8.58

8.60

0.020

0.00

12

13.394

13.36

13.37

0.034

0.02

13

12.940

12.95

12.88

-0.010

0.06

14

7.190

7.21

7.20

-0.020

-0.01

15

13.371

13.36

13.36

0.011

0.01

 

6,435

6.37

6.40

0.065

0.03

16

3,742

3.74

3.75

0,002

-0.01

17

6.022

6.03

5.97

-0.008

0.05

18

3,937

3.91

3.93

0.027

0.01

19

8.120

8.09

8.10

0,030

0.02

 

14.411

14.40

14.40

0.011

0.01

20

6.077

6.06

6.04

0.017

0.04

21

13.696

13.68

13.65

0.016

0.05

RMSE Ds1=0.0397m,Ds2=0.0342m