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1 [ 동북4구 발전연구단 ] GIS 분석팀 [ 동북4구 발전연구단 ] GIS 분석팀 서울시 동북4구 GIS 빅데이터 분석

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    2010 GIS ( 951 1,702) 4 ,

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    10 7.9% 9.1% 8.3% 9.2%

    10 11.7% 15.0% 13.1% 11.6%

    20 14.5% 14.1% 14.8% 16.4%

    30 17.1% 16.2% 15.5% 17.8%

    40 16.0% 18.2% 17.2% 15.6%

    50 14.7% 14.0% 15.6% 13.6%

    60 10.8% 7.5% 8.9% 9.2%

    70 7.3% 6.0% 6.5% 6.6%

    , , ,

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    : (3050) Chapter 1. 4:

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    : Chapter 1. 4:

    No. (km2) 2010 ('00~'10)

    1 54 , , 49 479,211 -37,746

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    6 1 60 , 38 996,749 50,819

    7 2 54 , , 43 993,919 -32,062

    8 3 47 , 36 891,589 2,594

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    : 12 Chapter 1. 4:

    2 (53.0%) , 4 2 57.5% 2

    2010 2 23.9%(414 ), 24.4%(350 ) 4 1 20.2% 4%p

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    1734 17.5 51.3 6.1 0.1 23.9

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    4 59.6 14.9 57.5 6.6 0.1 20.2

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  • 18 [ 4 ] GIS

    : Chapter 1. 4:

    , (41.1%) 13%p 32.9% (21.7%) 11.2%p 3%p

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    Chapter 2.

    20

    25

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    35

    39

  • 20 [ 4 ] GIS

    :

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    2011 4,314,001, 4 303,177

    , -, , , 4 10 , 4 25

    18% , 7%

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  • 21 [ 4 ] GIS

    :

    '06 '11

    536,315 625,701 89,386 14%

    316,584 391,190 74,606 19%

    130,989 192,382 61,393 32%

    265,402 314,777 49,375 16%

    154,344 195,231 40,887 21%

    205,052 243,294 38,242 16%

    134,039 171,977 37,938 22%

    122,969 152,195 29,226 19%

    108,870 129,810 20,940 16%

    94,289 110,010 15,721 14%

    78,701 93,715 15,014 16%

    109,437 123,349 13,912 11%

    87,004 100,525 13,521 13%

    92,509 105,716 13,207 12%

    69,246 82,313 13,067 16%

    88,845 99,329 10,484 11%

    358,875 368,462 9,587 3%

    60,538 69,205 8,667 13%

    222,661 230,494 7,833 3%

    115,574 122,549 6,975 6%

    85,875 92,390 6,515 7%

    81,643 87,822 6,179 7%

    55,808 61,758 5,950 10%

    51,067 55,314 4,247 8%

    92,246 94,493 2,247 2%

    06 11 595,119 , , , , , 4 46%

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    Chapter 2.

  • 22 [ 4 ] GIS

    :

    06~11 5 , 17 6 , 4 5 3 1 1/3 1

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    Chapter 2.

  • 23 [ 4 ] GIS

    : ,

    , , , , 94,867 , 4 54%

    4 3,039, (3,389) '06 '11

    59,842 93,480 33,638

    32,269 58,183 25,914

    11,353 29,800 18,447

    14,917 31,785 16,868

    13,342 28,475 15,133

    7,118 19,722 12,604

    12,755 22,587 9,832

    10,154 19,852 9,698

    5,452 12,725 7,273

    7,390 13,257 5,867

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    Chapter 2.

  • 24 [ 4 ] GIS

    :

    2013 1~10 , 4 4.2%

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    12,061 4,306 21.4% 23.3%

    4,659 2,961 8.3% 16.0%

    3,891 2,050 6.9% 11.1%

    2,109 1,601 3.7% 8.7%

    5,517 989 9.8% 5.3%

    3,921 989 7.0% 5.3%

    2,833 829 5.0% 4.5%

    1,538 657 2.7% 3.6%

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    ( ) 1,009 494 1.8% 2.7%

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    1,285 107 2.3% 0.6%

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    56,377 18,490 100.0% 100.0%

    '13 1~9 '13 1~9

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    Chapter 2.

  • 25 [ 4 ] GIS

    :

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    Chapter 2.

  • 26 [ 4 ] GIS

    :

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    Chapter 2.

  • 27 [ 4 ] GIS

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  • 28 [ 4 ] GIS

    : 4

    2011.11~2012.10 1

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    4 1 9 8 , 3 , 30% 4 , 60% , 10%

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    11,468,340 21,320,073 2,963,989 310,306 36,062,708

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    4 58,546,465 119,595,586 18,259,430 1,856,041 198,257,522

    O-D 4

    31.8% 59.1% 8.2% 0.9% 100.0%

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    24.2% 66.0% 8.6% 1.2% 100.0%

    4 29.5% 60.3% 9.2% 0.9% 100.0%

    Chapter 2.

  • 29 [ 4 ] GIS

    :

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  • 30 [ 4 ] GIS

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    44,256 495 63,439 114,423 250 1,512 2,393 73,079 37,189

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    10

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    10

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    10,249,679 40,451 435 57,625 42.4 5,622 2011

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    *:

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    () 47,103 5,292 24 7 14 40,789 234

    () 60,449 345 4 5 28 59,434 288

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    Chapter 2.

  • 31 [ 4 ] GIS

    : -

    2007 2008

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  • 32 [ 4 ] GIS

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  • 33 [ 4 ] GIS

    : - 4(1)

    4 1 5,556 305

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  • 34 [ 4 ] GIS

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    2,247 , 705 , , ~ .

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    Chapter 2.

  • 35 [ 4 ] GIS

    : -

    : , 2013

    Total

    5,373(48.3%) 1,323(10.8%) 4,027(34.8%) 68(0.6%) 328(2.6%) 48(0.4%) 314(2.5%) 11,481(100.0%)

    4 851(60.3%) 105(7.4%) 391(27.7%) 13(0.9%) 36(2.5%) 5(0.4%) 11(0.8%) 1,412(12.3%)

    430(76.1%) 32(5.7%) 86(15.2%) 8(1.4%) 2(0.4%) 1(0.2%) 6(1.1%) 565(4.9%)

    154(46.1%) 31(9.3%) 118(35.3%) 2(0.6%) 25(7.5%) 1(0.3%) 3(0.9%) 334(2.9%)

    182(59.7%) 20(6.6%) 94(30.8%) 1(0.3%) 5(1.6%) 2(0.7%) 1(0.3%) 305(2.7%)

    85(40.9%) 22(10.6%) 93(44.7%) 2(1.0%) 4(1.9%) 1(0.5%) 1(0.5%) 208(1.8%)

    (11,481) 4(, , , ), , , , ,

    Chapter 2.

  • 36 [ 4 ] GIS

    : -

    742,

    2

    (14.5%) 4 (12.0%) , (56.5%)

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    59,827 201,222 413,058 14.5% 48.7%

    4 8,475 39,837 70,494 12.0% 56.5%

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    2,991 12,256 23,664 12.6% 51.8%

    1,503 9,704 13,644 11.0% 71.1%

    2,353 9,806 20,180 11.7% 48.6%

    : , 2013

    Chapter 2.

  • 37 [ 4 ] GIS

    : -

    GIS 0-4 1

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  • 38 [ 4 ] GIS

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    Chapter 2.

  • 39 [ 4 ] GIS

    :

    2012 1

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    : (2012),

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    79.33% 6.96% 2.82% 5.80% 3.93% 0.20% 0.95%

    56.37% 11.27% 4.59% 15.40% 11.69% 0.37% 0.31%

    Chapter 2.

  • 40 [ 4 ] GIS

    :

    (36,808) 24.2%(8,904)

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  • 41 [ 4 ] GIS

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  • 42 [ 4 ] GIS

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  • 43 [ 4 ] GIS

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    2. 49

    3. 56

    4. 59

  • 44 [ 4 ] GIS

    1. (1)

    2012 239694, 196954 6500 16 , 13

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    752,064 131,057 105,868

    319,666 58,521 54,826

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    73.1 46.1 32.5

    70.8 44.8 31.6

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  • 49 [ 4 ] GIS

    1. (6)

    BC 4 ( ) 27.2% > 21.6% > 11.9% > 3.9% > 3.3% > 3.1% > > >

    ()

    14.4 10.9 16.9 17.3 14.4 2,891

    3.0 3.0 2.7 3.3 3.1 611

    0.6 0.4 0.6 0.4 0.5 98

    10.7 8.8 25.3 11.4 13.1 2,627

    8.5 22.9 9.0 11.0 14.3 2,871

    0.2 0.4 0.0 0.2 0.2 44

    3.0 2.5 1.8 2.6 2.5 497

    1.3 0.4 0.3 0.9 0.7 132

    24.9 20.6 17.0 23.9 21.6 4,316

    1.4 1.0 0.8 0.7 1.0 192

    0.3 0.5 0.6 0.6 0.5 104

    - 0.3 - - 0.1 25

    2.8 2.4 2.7 2.1 2.5 491

    5.8 3.2 2.4 2.5 3.3 663

    9.4 12.4 11.2 13.4 11.9 2,383

    6.4 3.1 3.8 3.5 3.9 787

    1.3 3.9 2.0 1.9 2.5 507

    2011.07~2012.06 BC /(%)

    Chapter 3.

  • 50 [ 4 ] GIS

    1. (7)

    : 1 . 1

    (27.4%) (6.2%) 33.6% 4

    27.4 34.0 21.1

    22.8 20.1 25.4

    18.4 13.5 23.0

    15.4 13.9 16.8

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    0.6 0.4 0.9

    0.2 0.4 -

    * , 500 , 2011.08

    1500 67.7 65.7 45.9 43.1 31.0 25.0 9.9 7.5

    750 68.1 64.9 48.4 42.9 30.5 23.2 9.9 7.7

    350 68.3 69.4 44.9 45.1 29.1 26.3 7.7 4.0

    400 65.3 64.0 42.3 41.5 33.5 27.3 11.8 10.3

    (: %, )

    (, 2011)

    , 44.4

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    , 9.6 , 8.5 , 4.4

    , 1.8

    (, 2012)

    Chapter 3.

  • 51 [ 4 ] GIS

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    Chapter 3.

  • 52 [ 4 ] GIS

    2. R&D

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    : DB() - (2013)

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    Chapter 3.

  • 53 [ 4 ] GIS

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  • 56 [ 4 ] GIS

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  • 57 [ 4 ] GIS

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  • 61 [ 4 ] GIS

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