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20221116 静岡県議会「自然災害対策特別委員会」古橋講演資料

20221116 静岡県議会「自然災害対策特別委員会」古橋講演資料

20221116 静岡県議会「自然災害対策特別委員会」古橋講演資料
オープンデータ活用と「地図の民主化」

© mapconcierge, CC BY-SA 4.0

Taichi FURUHASHI

November 15, 2022
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  1. ੩Ԭݝٞձʮࣗવࡂ֐ରࡦಛผҕһձʯ
    ݹڮେ஍
    ೔ຊ஍ਤֶձ੨ࢁֶӃେֶ$SJTJT.BQQFST+"1"/
    ࡂ֐υϩʔϯٹԉୂ%30/*3%ୂ௕
    ˜NBQPDPODJFSHF $$#:4"
    Φʔϓϯσʔλ׆༻ͱ
    ʮ஍ਤͷຽओԽʯ

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  2. ΢ΫϥΠφةػ
    ʙ

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  3. ߴ౓ͳ৘ใԽࣾձ͕
    Α͏΍͘౸དྷ͠Α͏ͱ͍ͯ͠Δ
    ೥ʹ
    ࠷ѱͳࣄ͕ى͖͍ͯΔɻ

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  4. ΠϯλʔωοτΛܦ༝ͯ͠
    ༷ʑͳ৘ใ͕ੈքதʹ
    ඈͼަ͍ͬͯΔɻ

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  5. ͜ΕΒͷʮ৘ใʯΛ
    ࣗ෼ͷखͰೖख͠ɺ
    ෼ੳ͢Δਓͨͪɻ

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  6. 04*/5
    0QFO4PVSDF*OUFMJHFODF

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  7. (&0*/5
    (FPQTBUJBM*OUFMJHFODF

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  8. ৘ใΛೖख͢Δ
    ʮ؍࡯ྗʯ
    ʹ

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  9. ೥ʹ04.૑࢝ऀͷ
    4UFWF$PBTU͕೔ຊʹདྷͨͱ͖ʜ

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  10. ʮ0QFO4USFFU.BQ͸
    00%"ϧʔϓΛ
    ͍͔ʹૉૣ͘ճ͔͕͢ॏཁͩʯ
    ൴͸͜͏ݴ͍·ͨ͠ɻ

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  11. 00%"MPPQ +PIO#PZE

    IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ

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  12. 00%"Ͱॏཁͳͷ͸
    1MBO͕ͳ͍ͱ͍͏͜ͱɻ

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  13. େ·͔ͳ1MBO0SJFOU

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  14. େ·͔ͳ1MBO0SJFOU
    1 % $ "
    00%" 00%" 00%" 00%" 00%"

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  15. ʮ؍࡯ྗʯΛߴΊΔʹ͸
    ؍࡯ऀΛ૿΍͢
    ˠΫϥ΢υιʔγϯά
    0CTFSWBUJPOT
    0CTFSWFST

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  16. IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS

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  17. ͜ͷը૾͸ೆ๺͕ٯస͍ͯ͠Δ
    Ӵ੕ը૾Ͱ͋Δɻ

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  18. Ͱ͸ɺ(PPHMF&BSUIͰ
    ͜ͷ৔ॴ͕࣮ࡏ͢Δ͔
    ֬ೝͯ͠Έ·͠ΐ͏ɻ

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  19. ઌఔͷ6λʔϯཱମڮͱಉ͡ʁ

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  20. ͳʹ͔ҧ͏ʁʁʁ

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  21. 6λʔϯཱମڮ

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  22. װ



    ೶஍ɾ૲஍
    Տ

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  23. װ



    ೶஍ɾ૲஍
    Տ

    ๺Λ্ʹճస

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  24. ΋͏Ұ౓
    (PPHMF&BSUIΛ֬ೝ

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  25. װઢಓ࿏
    ೶஍ɾ૲஍

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  26. ͜ͷ6λʔϯཱମڮ͸
    (PPHMF&BSUIʹ͸
    ܝࡌ͞Ε͍ͯͳ͔ͬͨ

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  27. (PPHMF&BSUIʹ
    ܝࡌ͞Ε͍ͯͨӴ੕ը૾͸
    ೥ࡱӨͷݹ͍΋ͷ

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  28. ͜ͷΑ͏ʹ
    ͻͨ͢Β
    Ӵ੕ը૾ͷҐஔΛಛఆ

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  29. ஍ཧֶతͳ
    ෼ੳํ๏Λ૊Έ߹ΘͤΔ͜ͱͰ
    ৔ॴΛಛఆ

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  30. ͜ΕΒͷ൑அͱ
    Ґஔิਖ਼ʢδΦϦϑΝϨϯεʣ
    Λߦ͍
    ,.;ϑΝΠϧΛ
    (JU)VCʹެ։ɻ

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  31. ͳͥ,.;ϑΝΠϧͳͷ͔ʁ

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  32. ͳͥ,.;ϑΝΠϧͳͷ͔ʁ
    (PPHMF&BSUIͰ࡞੒ɾӾཡՄೳ
    ෳ਺ͷϑΝΠϧʹ෼཭͞Εͣɺ̍ͭͷ;*1ѹॖ͞
    Εͨύοέʔδʹͳ͍ͬͯΔɻˠड͚౉͠ʹᴥᴪ͕
    ੜ͡ʹ͍͘ˍϑΝΠϧαΠζѹॖલఏ
    ,.-ͷ࢓༷ͱͯ͠؆қδΦϦϑΝϨϯεఆٛՄ
    ೳʢ##09ʴ3PUBUJPOʣ

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  33. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB

    View full-size slide

  34. ͳͥ(JU)VCͳͷ͔ʁ

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  35. ͳͥ(JU)VCͳͷ͔ʁ
    ެ։ઃఆͰ͋Ε͹ແঈͰແظݶͰར༻Մೳ
    σʔλ഑ஔ͚ͩͰͳ͘λεΫ؅ཧ΍σΟεΧο
    γϣϯ΋ߦ͑Δ
    ֎෦ͷڠྗऀ͕ఏҊʢ1VMM3FRVFTUʣΛߦ͑Δ

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  36. ಉ࣌ʹ
    5XJUUFS 'BDFCPPL౳Ͱ
    ৘ใެ։

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  37. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

    View full-size slide

  38. ଉΛٵ͏Α͏ʹ
    (JU)VCͱ5XJUUFS
    ͸࢖͏΋ͷɻ

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  39. ͢Δͱ
    ࣗવͱ஥͕ؒू·Γ·͢ɻ

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  40. IUUQTUXJUUFSDPNIXUOWTUBUVT

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  41. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBQVMMT RJT"QSJT"DMPTFE

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  42. େࣄͳ͜ͱͳͷͰ
    ܁Γฦ͠·͢ɻ

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  43. ଉΛٵ͏Α͏ʹ
    (JU)VCͱ5XJUUFS
    ͸࢖͏΋ͷɻ

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  44. ެ։ͨ͠σʔλ͸

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  45. (PPHMF&BSUIͰ
    ϓϩοτͰ͖Δ͜ͱͰ
    ༷ʑͳ෼ੳʹͭͳ͕Δ

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  46. ΩʔϑʢΩΤϑʣͷத৺෦·Ͱ
    Ͳͷ͘Β͍ͷڑ཭ͳͷ͔ʁ

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  47. ৑௕ੑΛ֬อ͢ΔͨΊ

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  48. $&4*6.JPOͰ΋ެ։

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  49. ৴པͷ͓͚Δ
    :PV5VCF-JWFΧϝϥΛ
    ΢Σϒ஍ਤʹల։͢Δ
    ׆ಈ

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  50. IUUQTUXJUUFSDPNOBHJYTUBUVT

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  51. IUUQTOBHJYHJUIVCJPVLSBJOFMJWFDBNT

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  52. ආ೉ຽͷࢧԉΛ
    ΑΓεϜʔζʹߦ͏ͨΊͷ
    ΢ΫϥΠφࠃڥ෇ۙ
    0QFO4USFFU.BQۓٸϚοϐϯά

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  53. IUUQTMJOLNFEJVNDPN)/7JK'/YOC

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  54. ࣗ෼ͷखͰʮ৘ใʯΛೖख͠ɺ
    ෼ੳ͠ɺ൑அ͠ɺߦಈ͢Δੈ୅͕
    ҭͪ࢝Ί͍ͯ·͢ɻ

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  55. Ұ൪େࣄͳͷ͸
    ʮ؍࡯ྗʯ
    Λ
    ݚ͗੅·͢͜ͱɻ

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  56. ݹڮେ஍5BJDIJ'636)"4)*
    !NBQDPODJFSHF

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  57. ஍ਤ԰
    υϩʔϯ΋ඈ͹ͤΔ

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  58. ஍ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ
    IUUQTZPVUVCFOY"G-VPGZ"

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  59. IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF

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  60. ͍֮͑ͯ·͔͢ʁ

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  61. (PPHMF.BQT͕
    ͜ͷੈʹొ৔ͨ͠ͱ͖ɻ

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  62. ೥݄(PPHMF.BQT
    ೥݄(PPHMF&BSUI

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  63. ͦΕ·Ͱͷ
    ஍ਤͷ
    ֓೦͕େ͖͘มΘΓ·ͨ͠ɻ

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  64. (PPHMF.BQT&BSUI͕༩͑ͨΠϯύΫτ

    ϑϦʔϛΞϜϞσϧ
    ஍ٿ͸ؙ͍ͱ࠶ఆٛʢ4QIFSJDBM&BSUIʣ
    9:;λΠϧϓϩτίϧΛσϑΝΫτԽ
    ,.-ͷΦʔ
    ϓϯελϯμʔυԽ
    ΢Σϒϒϥ΢βલఏ

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  65. 2016
    (PPHMF.BQT&BSUIͷมભʢ೥ʣ
    ɹ˜NBQDPODJFSHF $$#:4"

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  66. ҰํͰ
    (PPHMF.BQT&BSUIͰ΋
    Ͱ͖ͳ͍น

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  67. ֨ೲ͍ͯ͠Δ
    ஍ཧۭؒ৘ใσʔλͷ
    Φʔ
    ϓϯԽ

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  68. ୭Ͱ΋ࣗ༝ʹ
    ڐ୚ෆཁͰ
    ঎༻ར༻Մೳ
    0QFO

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  69. ͦ͜Ͱ
    ೥ʹࢀըͨ͠ͷ͕
    0QFO4USFFU.BQ
    ͱ͍͏׆ಈ

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  70. 0QFO4USFFU.BQ
    5IF'SFF8JLJ8PSME.BQ

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  71. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

    View full-size slide

  72. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

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  73. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

    View full-size slide

  74. IUUQTEFNPGNBQDPNMBUMPO[PPNDBNFSBUIFUBDBNFSBQIJ

    View full-size slide

  75. 9.4M
    Num. of Unique OSM User Accounts

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  76. 9,427,732 mappers in the world
    ( 2022/11/10 )
    http://osmstats.neis-one.org/

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  77. ஍ਤͷຽओԽ

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  78. ঎༻ར༻Մೳͳ
    0%C-ϥΠηϯε

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  79. 0QFO4USFFU.BQͷೋ࣍ར༻ྫ
    ɹ˜NBQDPODJFSHF $$#:4"

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  80. !""#$%&&'''()*+,-../(+.0&*1*0,(."$2/3.$"$&45567897:8994985;#<=,)>$".=1

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  81. Screenshot by Katsuyuki Sakanoshita

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  82. IUUQTOFXTNZOBWJKQBSUJDMF

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  83. $SJTJT.BQQJOH
    Y
    7(*7PMVOUFFSFE
    (FPHSBQIJD*OGPSNBUJPO
    (PPEDIJME

    +FTTJDB)FJO[FMNBO

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  84. h"p://vimeo.com/9182869

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  85. 4BUFMMJUFJNBHFT
    "FSJBM1IPUPT
    1MBOF%SPOF

    1BQFSNBQT
    POMZPQFODPOUFOUT

    (142;44
    Sources

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  86. 2011.3.11 in Japan

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  87. h"ps://izuoshima26.crowdmap.com/

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  88. Photo by Noriyuki Hayashi

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  89. IUUQXXXDBTHPKQKQIPVEPVQEGDIJ[VQEG
    Damaged Map 5ZQIPPO:PMBOEB)BJZBO

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  90. IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTV⒎FSJOHESPVHIU

    View full-size slide

  91. IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTV⒎FSJOHESPVHIU

    View full-size slide

  92. IUUQPTNUPXOTFOEKFOOJOHTDPNOFQBM
    OpenStreetMap response to the
    April 25 Earthquake in Nepal

    View full-size slide

  93. IUUQQJFS[FOEFWPQFOTUSFFUNBQPSHIPUMFBqFU04.$PNQBSFCFGPSFBGUFSIUNM

    View full-size slide

  94. IUUQUBTLTIPUPTNPSHQSPKFDU
    ۽ຊ ӹ৓ொΫϥΠγεϚοϐϯάλεΫ

    View full-size slide

  95. Ѩોେڮपลͷ౔࠭ࡂ֐
    IUUQXXXPQFOTUSFFUNBQPSHFEJU FEJUPSJENBQ

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  96. ՝୊͸ɺൃࡂޙͷ
    ਝ଎ͳߤۭࣸਅͷೖखɻ

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  97. IUUQSFTVMUNBQTOFJTPOFPSHPPPD [PPNMBUMPOMBZFST#5''5
    Active mappers in Tokyo area

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  98. 063(0"-
    IPVST
    ʢ஍਒ൃࡂޙʣ

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  99. ߤۭࣸਅͷຽओԽ

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  100. ࣄલͷࡂ֐ڠఆక͕݁
    ਝ଎ͳۭࡱͱ
    ࣏ࣗମ࿈ܞʹͭͳ͕Δɻ

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  101. /10૊৫ͱͯ͠
    ࣏ࣗମͱࡂ֐ڠఆక݁
    ೥݄ݱࡏ

    https://github.com/crisismappersjapan/agreement4dronebird_CMJxLGOV

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  102. શࠃ࣏ࣗମͱࡂ֐ڠఆక݁ʢ೥݄ݱࡏʣ
    https://github.com/crisismappersjapan/agreement4dronebird_CMJxLGOV

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  103. Odawara, Kanagawa, Japan, 2020

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  104. Inagi, Tokyo, Japan, 2021

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  105. ୆෩߸ ߸ඃࡂ஍Ͱ
    ໿ฏํΩϩΛۭࡱɻ

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  106. ɹ© DRONEBIRD/CrisisMappers Japan, CC BY 4.0
    https://github.com/dronebird/oam_kanagawa20191014sagamihara00
    ૬໛ݪࢢ྘۠ ೥݄೔

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  107. ɹ© DRONEBIRD/CrisisMappers Japan, CC BY 4.0
    https://github.com/dronebird?q=kimitsu
    ܅௡ࢢ ೥݄೔

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  108. %30/*3%ࡂ֐ڠఆͷಛ௃
    ̍ʣൃࡂޙͷॳಈ൑அɿࢧԉஂମ
    ̎ʣࡂ֐࣌ͷ׆ಈඅ༻ෛ୲ऀɿࢧԉஂମ
    ̏ʣऩूͨ͠৘ใͷϥΠηϯεɿࢧԉஂମ͕Φʔϓϯσʔλͱͯ͠ެ։
    ̐ʣݸਓ৘ใอޢʹؔ͢ΔରԠɿϓϥΠόγʔʹ഑ྀͨ͠ࡱӨํ๏
    ̑ʣࡂ֐࣌ͷྫ֎ద༻ࣄલҕୗɿ͋Γ

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  109. ࠓ·Ͱͷ׆ಈͰ
    Θ͔ͬͨ͜ͱᶃ
    ൃࡂ࣌ɺ࣌ؒҎ಺ʹ࣏ࣗମ͔Β
    υϩʔϯۭࡱͷґཔཁ੥͢Δ͜ͱ
    ͸೉͍͠ɻࣗओతͳ൑அͰͷۭࡱ
    Λߦͬͯ࣌ؒҎ಺ͷσʔλఏڙ
    ͸࣮ݱͰ͖ͨɻʢେ࿨ࢢϞσϧʣ

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  110. ࠓ·Ͱͷ׆ಈͰ
    Θ͔ͬͨ͜ͱᶄ
    ඃࡂ஍ͰͷۭࡱͰυϩʔϯͷ཭ൃ
    ண৔ॴͷ֬อ͕࠷΋ϦιʔεΛׂ
    ͘ɻൃࡂલͷ཭ൃண৔ॴ֬อΛج
    ૅ࣏ࣗମٴͼ౎ಓ෎ݝͱࣄલௐ੔
    ͢Δ͜ͱ͕ɺ࡞ۀޮ཰ΛߴΊΔɻ

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  111. ࠓ·Ͱͷ׆ಈͰ
    Θ͔ͬͨ͜ͱᶅ
    ඃࡂ஍Ͱͷߤۭ؅੍͸ɺࡂ֐ରࡦ
    ຊ෦͕ઃஔ͞ΕΔ౎ಓ෎ݝி಺Ͱ
    ࣮ࢪ͠ɺϘϥϯςΟΞஂମ΋ͦͷ
    ഑ԼʹͿΒԼ͕Δ͜ͱͰࣗӴୂɺ
    ܯ࡯ɺফ๷ͱͷௐ੔͕εϜʔζʹ
    ͳΔɻʢਆಸ઒ݝϞσϧʣ

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  112. ਆಸ઒ݝϞσϧ
    ਆಸ઒ݝி
    ࡂ֐ରࡦຊ෦
    ߤۭ؅੍νʔϜ
    ࣗӴୂ ܯ࡯ ফ๷ ϘϥϯςΟΞ
    ݱ ৔ Ͱ ΋ ৘ ใ ڞ ༗



    Ӵ


    Ϧ
    Τ
    κ
    ϯ
    Φ
    ϑ
    Ο
    α
    ʔ
    -0


    ࠓޙ͸ϝϯόʔΛ໊̍
    ߤۭ؅੍νʔϜʹ
    ഑ஔ͢΂͖ʁ
    جૅ࣏ࣗମࡂ֐ରࡦຊ෦

    ֐
    ڠ


    ݁
    جૅ࣏ࣗମࡂ֐ରࡦຊ෦

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  113. %30/*3%ࡂ֐ڠఆϞσϧ
    ౦ژ౎ி
    ࡂ֐ରࡦຊ෦
    ߤۭ؅੍νʔϜ
    ࣗӴୂ ܯ࡯ ফ๷ ϘϥϯςΟΞ
    ݱ ৔ Ͱ ΋ ৘ ใ ڞ ༗



    Ӵ


    Ϧ
    Τ
    κ
    ϯ
    Φ
    ϑ
    Ο
    α
    ʔ
    -0


    ϝϯόʔΛ໊̍
    ߤۭ؅੍νʔϜʹ
    ഑ஔ
    جૅ࣏ࣗମࡂ֐ରࡦຊ෦

    ֐
    ڠ


    ݁
    جૅ࣏ࣗମࡂ֐ରࡦຊ෦

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  114. ೥Ҏ߱ͷ՝୊
    ࣮ޮੑͷ͋Δࡂ֐ڠఆͷ֦ॆ
    جૅ࣏ࣗମʴ౎ಓ෎ݝͷೋஈߏ͑ͷࡂ֐ڠఆ
    ൃࡂલʹ཭ൃண৔ॴͷ֬อ
    ൃࡂޙͷ౎ಓ෎ݝி಺ߤۭ؅੍ͱ࿈ܞ
    ࠃࡍ࿈ܞͷ֦ॆ

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  115. ೥݄೔
    ೤ւ౔࠭ࡂ֐

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  116. ೤ւࢢͱ͸
    ࡂ֐ڠఆ͸క͍݁ͯ͠ͳ͔ͬͨɻ

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  117. ౰೔ͷؾ৅৚݅͸
    ௨ৗͷυϩʔϯ͸
    ӡ༻೉͍͠ɻ
    ʢશఱީܕυϩʔϯ͕ඞཁʣ

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  118. ؔ܎ऀ͔Β
    l੩Ԭ఺܈αϙʔτνʔϜʹ
    ੠Λ͔͚ΒΕΔɻ

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  119. IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU

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  120. ࠷ऴతʹ
    l੩Ԭ఺܈αϙʔτνʔϜz
    ͱͯ͠
    ໊ࢀՃɻ

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  121. ݄
    ೔ʹ
    ੩Ԭݝ͕υϩʔϯʹΑΔ
    ಈըࡱӨ

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  122. ݄
    ೔ʹ
    ੩Ԭ఺܈αϙʔτνʔϜ͕
    ղੳॲཧΛ࣮ࢪ

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  123. ݄
    ೔ޕલʹ
    ΦϧιϞβΠΫը૾ͳͲ
    ϑΥτάϥϝτϦղੳ݁ՌΛ
    ڞ༗४උ

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  124. ݄
    ೔ޕޙʹ
    (ۭؒ৘ใηϯλʔ্Ͱެ։ɻ
    ˍ

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  125. IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFUBUBNJJ[VTBOTIJ[VPLBQSFG

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  126. IUUQTYWJFXCPTBJHPKQWJFXJOEFYIUNM BQQJEGGGGDECCCFBGBG

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  127. ΦʔϓϯσʔλԽ͞ΕͨσʔλΛ
    ੩Ԭ఺܈αϙʔτνʔϜ͕
    ࣍ʑͱ෼ੳɺମੵܭࢉͳͲ
    ఆྔԽ͞Εͨ৘ใͱͯ͠
    ੩ԬݝʹϑΟʔυόοΫ

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  128. IUUQTHJUIVCDPNDSJTJTNBQQFSTKBQBOBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS

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  129. IUUQTDSJTJTNBQQFSTKBQBOHJUIVCJPBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS

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  130. ੩Ԭ఺܈αϙʔτνʔϜ͕
    ػೳͨ͠ཧ༝
    ීஈ͔ΒͷίϛϡχςΟ׆ಈ
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    4/4ʹΑΔޮ཰తͳӡ༻

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  131. ൓ল఺
    ΋ͬͱૣ͘ެ։Ͱ͖ͨ͸ͣɻ
    ൃࡂ೔౰೔ʹެ։͢ΔͨΊͷ࢈׭ֶͷࡂ
    ֐ରԠίϛϡχςΟ࿈ܞɻ
    ఆྔ෼ੳͷܭࢉख๏΋Φʔ
    ϓϯԽ
    Φʔ
    ϓϯͳσδλϧπΠϯσʔλͷ֦ॆ

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  132. IUUQTUPHFUUFSDPNMJ

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  133. ೉೾෭஌ࣄ
    ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕ม
    Θͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦඈ
    ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ؒ
    ͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷํʑ
    ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓϯʹ͠
    ͯɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δํʑ
    ͍ͬͺ͍ɻʯ

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  134. ೉೾෭஌ࣄ
    ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕
    มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ
    ඈ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌
    ؒͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷ
    ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ
    ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δ
    ํʑ͍ͬͺ͍ɻʯ

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  135. ຊ౰ͷҙຯͰͷ
    ɹʮ0QFOCZ%FGBVMUʯ
    ࣾձ

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  136. ͜Ε͔Βͷ
    ஍ਤ͸Ͳ͏ͳΔ͔ʁ

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  137. Φʔ
    ϓϯͳ
    σδλϧπΠϯ

    View full-size slide

  138. σδλϧπΠϯ͸.JDIBFM(SJFWFT ϛγΨϯେֶ
    ͕ఏএͨ֓͠೦
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  139. ΋ͱ΋ͱ੡଄ۀͰൃୡͨ֓͠೦͕
    ౎ࢢʹ֦ு͞Εͨ

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  140. IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM

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  141. 193
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  142. (PPHMF&BSUIͱ
    Կ͕ҧ͏ͷ͔ʁ

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  143. ʮσδλϧπΠϯ͸ηϚϯςΟοΫʯ

    View full-size slide

  144. 196
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  145. (PPHMF&BSUI͸
    ྺ࢙తʹ͸
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  146. "MCFSU"SOPME(PSF+S
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  147. IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

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  148. ϝλσʔλͱ͸ɺzσʔλʹؔ͢ΔσʔλͰ͋Δɻը૾΍ͦͷଞͷδΦϦ
    ϑΝϨϯε৘ใΛ༗ޮʹ׆༻͢ΔͨΊʹɺ໊લɺ৔ॴɺ࡞ऀιʔεɺ೔෇ɺ
    σʔλܗࣜɺղ૾౓ͳͲΛ஌Δඞཁ͕͋Δ͔΋͠Ε·ͤΜɻ࿈๜஍ཧσʔλ
    ҕһձ '(%$
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    IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

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  149. .FUBWFSTF
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    աڈͱݱࡏͷ஍ٿΛ࠶ݱ
    σδλϧ஍ٿ্ّͰՄࢹԽ
    ΦϯϥΠϯͰՄࢹԽΛڞ༗
    δΦηϯτϦοΫ
    ΞόλʔΦϦΤϯςου
    ʢΤΰηϯτϦοΫʣ
    73ۭ͕ؒલఏɻϦΞϧۭؒ΁ͷ֦ுՄೳʢY3ʣ
    %͸ϚετͰ͸ͳ͍
    ෳ਺ʢଟਓ਺ʣͷϢʔβʔͱަྲྀ
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    ݱ࣮ੈք΁ͷϑΟʔυόοΫ
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    ਓؒͷײ֮ʢޒײʣ࠶ݱੑΛॏࢹ
    σδλϧπΠϯͱͷ࿈ܞՄೳ
    ϦΞϧͳ஍ཧۭؒ৘ใ
    ϦΞϧۭؒʹର͢Δ
    ϑΟʔυόοΫ
    ݱ࣮ੈքͷ
    ϞσϧԽ

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  150. 202
    https://www.mlit.go.jp/plateau/learning/

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  151. 203
    https://www.mlit.go.jp/plateau/learning/
    ڠௐྖҬ
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  152. 204
    https://www.mlit.go.jp/plateau/learning/
    ڝ૪ྖҬ
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  153. 205
    https://www.mlit.go.jp/plateau/learning/

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  154. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ

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  155. IUUQTXXXNMJUHPKQQMBUFBV

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  156. 1SPKFDU1-"5&"6
    ΋
    ౦ژ౎σδλϧπΠϯ
    ΋
    Φʔ
    ϓϯσʔλ

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  157. ࠓͷ೔ຊ͸
    ʮΦʔ
    ϓϯσʔλʯ
    ఏڙऀ͕
    ʮߦ੓ʯଆʹภΓ͍͗ͯ͢Δɻ

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  158. ࢈ɾ׭ɾֶɾࢢຽ
    ͦΕͧΕ͕ؔΘΔ
    όϥϯε͕େࣄ

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  159. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
    ࢈ɾ׭ɾֶɾࢢຽ
    ͦΕͧΕ͕ؔΘΔ
    όϥϯε͕େࣄ

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  160. ྫ͑͹
    04.ͷ৔߹

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  161. اۀ͔Βͷ
    ίϯτϦϏϡʔτ͕
    େ͖ͳݪಈྗʹͳ͍ͬͯΔ

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  162. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  163. +FOOJOHT"OEFSTPO
    $PSQPSBUF&EJUPSTJOUIF&WPMWJOH-BOETDBQFPG0QFO4USFFU.BQ *4134*OU+(FP*OG

    IUUQTXXXNEQJDPN

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  164. େن໛ʹϑϦʔϥΠυͯ͠
    ߩݙ͍ͯ͠ͳ͍ͷ͸
    /JBOUJD͚ͩͩͬͨ
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  165. IUUQTNFEJVNDPNGVSVIBTIJMBCTIPXUIFOJBOUJDqBHBCFEDFB

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  166. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

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  167. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢
    ࢈ɾ׭ɾֶɾࢢຽ
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  168. ݴ͏͚ͩͰ͸
    આಘྗ͕ͳ͍ͷͰʜ

    View full-size slide

  169. ετϦʔτϏϡʔͷ
    ຽओԽ
    ΍͍ͬͯ·͢ɻ

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  170. ετϦʔτϏϡʔͱ͍͑͹

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  171. Ͱ΋
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    ✘ೋ࣍ར༻

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  172. ΋ͬͱࣗ༝ʹ࢖͑Δ
    ετϦʔτϏϡʔ
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  173. Φʔ
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  174. https://www.mapillary.com/360

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  175. IUUQTXXXNBQJMMBSZDPN

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  176. https://www.mapillary.com/app/?lat=35.56668611111112&lng=139.40266666666668&z=17&menu=false&pKey=rPaB0BhwRTpy_7Z6k31oBw&focus=photo&x=0.5097002855874749&y=0.3226481104316623&zoom=0

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  177. https://www.mapillary.com/app/?pKey=H8wioIgoZFucPG2B9un4zg&focus=photo&lat=34.772989&lng=138.015962&z=17

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  178. 1.8B
    Num. of Street-level imageries in the world.
    https://www.mapillary.com
    ( 2022/11/14 )

    View full-size slide

  179. https://www.mapillary.com/app/

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  180. https://www.mapillary.com/app/

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  181. https://www.mapillary.com/app/

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  182. 1.8M
    Num. of Street-level imageries by @mapconcierge
    https://www.mapillary.com
    ( 2022/11/14 )

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  183. ϑΥτάϥϝτϦʹΑΔ
    ౎ࢢͷࡾ࣍ݩԽ

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  184. http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html

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  185. .- ػցֶश

    ʹΑΔը૾ࣝผ

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  186. http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html

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  187. IUUQTXXXNBQJMMBSZDPNBQQ
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  188. ϝΠϯετϦʔτ͸σʔλ͕
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  189. %ͷ఺܈σʔλ͸
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  190. IUUQTXXXNBQJMMBSZDPNBQQ MBUMOH[NFOVGBMTFQ,FZGPDVTQIPUPY*OpOJUZZ*OpOJUZ[PPN

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  191. ిಈόΠΫͰ
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  192. ֵ ৽ ٕ ज़ ͱ ࣾ ձ ڞ ૑ ݚ ڀ ॴ
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  193. .BQJMMBSZ͕
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  194. Ҿ͖ଓ͖
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    Φʔ
    ϓϯσʔλͱͯ͠
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  195. ετϦʔτϏϡʔͷຽओԽ

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  196. ͜ͷσʔλ͔Β
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    ߋ৽Ͱ͖ΔͷͰ͸ʁ

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  197. ࢢຽࢀՃܕʹΑΔ
    σδλϧπΠϯ
    σʔλߋ৽
    ϓϩηεྫ

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  198. ౎ࢢͷࡾ࣍ݩ஍ਤͷ
    ඞཁੑ

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  199. lզʑ͸ɺೋ࣍ݩ஍ਤͰ΋
    े෼΍ͬͯ͜Εͨz

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  200. ఻౷తͳ(*4͸
    ࣍ݩ஍ਤPS࣍ݩ஍ਤͰ
    ౎ࢢΛ၆ᛌ͖ͯͨ͠

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  201. ຊ౰ʹ
    ࡾ࣍ݩ஍ਤ͸ඞཁͳͷͩΖ͏͔ʁ

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  202. %PS%
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    ͷϝϦοτ͸
    ͦΕ΄Ͳଟ͘͸ͳ͍

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  203. Ή͠ΖɺۭؒΛۉҰͳ৚݅Ͱ
    ෼ੳ͢Δʹ͸
    όΠΞεͷ͔͔Βͳ͍
    %ͷ΄͏͕޲͍͍ͯΔ৔߹͕ଟ͍

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  204. &HPDFOUSJD
    ΤΰηϯτϦοΫ
    ਓؒ໨ઢʢ'17 517ʜʣ
    (FPDFOUSJD
    δΦηϯτϦοΫ
    ஍ਤ໨ઢ Φϧι ௚Լࢹ

    +"-FWJOF $.,PU[
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  205. ΤΰηϯτϦοΫͳ
    ۭؒͷଊ͑ํ
    ʲ࣮ྫʳ

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  206. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε
    IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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  207. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯεݹڮՃච
    IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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  208. ˜%"*,*.JOUΑΓҾ༻ ݹڮՃච
    IUUQEBJLJTMNBNFDPNFIUNM
    δΦηϯτϦοΫͳ༉԰
    9 : ; "UUSJCVUJPO

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  209. δΦηϯτϦοΫͳ
    φϏͩͱ
    ઍਘ͸佂但ͷͱ͜Ζʹ
    ḷΓண͚ͳ͔ͬͨՄೳੑ͕ߴ͍

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  210. ٶ࡚ॣ͸
    δΦηϯτϦοΫͳφϏͰ͸ͳ͘
    ؍٬͕ཧղ͠΍͍͢
    ΤΰηϯτϦοΫͳදݱΛ
    બΜͩͷͰ͸ͳ͍ͩΖ͏͔

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  211. 1-"5&"6ͷར༻ࣄྫ΋
    ΤΰηϯτϦοΫͳࢹ఺͕ଟ͍
    IUUQTUXJUUFSDPN.JUBNB4BLVNBSVTUBUVT IUUQTUXJUUFSDPNOPSJUTVOFUTVOFTUBUVT
    IUUQTQSUJNFTKQNBJOIUNMSEQIUNM
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    IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF

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  212. IUUQTOFXTNZOBWJKQBSUJDMF

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  213. ౎ࢢͷࡾ࣍ݩ஍ਤ͕࣋ͭՁ஋Λ
    Ҿ͖ग़͢ʹ͸
    ΤΰηϯτϦοΫʹ
    ౎ࢢΛ਍Δࢹ఺͕
    ॏཁͰ͸ͳ͍ͩΖ͏͔

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  214. ΤΰηϯτϦοΫ͸
    ਓ͚ؒͩͰ͸ͳ͘
    ແਓػʢυϩʔϯʣΛؚΊͨ
    ϞϏϦςΟશൠʹ΋
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  215. ਓؒओମͷ
    ΤΰηϯτϦοΫͳ
    ࡾ࣍ݩ஍ਤσʔλ׆༻͕
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  216. ͦͷͨΊͷ
    ࡾ࣍ݩ஍ਤ
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  217. σδλϧπΠϯͷ
    ຽओԽ

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  218. ஍ਤͷຽओԽ
    ετϦʔτϏϡʔͷຽओԽ
    ߤۭࣸਅͷຽओԽ
    σδλϧπΠϯͷຽओԽ

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  219. ଟ༷ͳ౎ࢢͷΦʔ
    ϓϯσʔλ͕
    όϥϯεྑ͘
    ఏڙɾߋ৽͞ΕΔ͜ͱͰ
    ๷ࡂྗ͸޲্͠
    ΑΓ҆৺҆શͳࣾձ͕࣮ݱͰ͖Δɻ

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  220. Φʔ
    ϓϯͰ͋Δ͔Βͦ͜
    ʮܧଓੑʯ͕ੜ·Ε·͢ɻ

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  221. ɹ า ͚ า ͚ɺ ଓ ͚Δ ͜ ͱ ͷ େ ੾ ͞ ɻ
    “ Just keep walking, persistence paid off ”
    by Tadataka INO

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  222. Ұԯ૯ҏೳԽ

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  223. ݹڮେ஍5BJDIJ'636)"4)*
    !NBQDPODJFSHF

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