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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

  2. ΢ΫϥΠφةػ ʙ

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

  4. ΠϯλʔωοτΛܦ༝ͯ͠ ༷ʑͳ৘ใ͕ੈքதʹ ඈͼަ͍ͬͯΔɻ

  5. ͜ΕΒͷʮ৘ใʯΛ ࣗ෼ͷखͰೖख͠ɺ ෼ੳ͢Δਓͨͪɻ

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  13. 00%"Ͱॏཁͳͷ͸ 1MBO͕ͳ͍ͱ͍͏͜ͱɻ

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  25. װ ઢ ಓ ࿏ ೶஍ɾ૲஍ Տ ઒ ๺Λ্ʹճస

  26. ΋͏Ұ౓ (PPHMF&BSUIΛ֬ೝ

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

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  35. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB

  36. ͳͥ(JU)VCͳͷ͔ʁ

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

  38. ಉ࣌ʹ 5XJUUFS 'BDFCPPL౳Ͱ ৘ใެ։

  39. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  40. ଉΛٵ͏Α͏ʹ (JU)VCͱ5XJUUFS ͸࢖͏΋ͷɻ

  41. ͢Δͱ ࣗવͱ஥͕ؒू·Γ·͢ɻ

  42. IUUQTUXJUUFSDPNIXUOWTUBUVT

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  44. େࣄͳ͜ͱͳͷͰ ܁Γฦ͠·͢ɻ

  45. ଉΛٵ͏Α͏ʹ (JU)VCͱ5XJUUFS ͸࢖͏΋ͷɻ

  46. ެ։ͨ͠σʔλ͸

  47. (PPHMF&BSUIͰ ϓϩοτͰ͖Δ͜ͱͰ ༷ʑͳ෼ੳʹͭͳ͕Δ

  48. ΩʔϑʢΩΤϑʣͷத৺෦·Ͱ Ͳͷ͘Β͍ͷڑ཭ͳͷ͔ʁ

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  51. $&4*6.JPOͰ΋ެ։

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  53. ଞʹ΋

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

  55. IUUQTUXJUUFSDPNOBHJYTUBUVT

  56. IUUQTOBHJYHJUIVCJPVLSBJOFMJWFDBNT

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

  58. IUUQTMJOLNFEJVNDPN)/7JK'/YOC

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

  60. Ұ൪େࣄͳͷ͸ ʮ؍࡯ྗʯ Λ ݚ͗੅·͢͜ͱɻ

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

  62. ஍ਤ԰ υϩʔϯ΋ඈ͹ͤΔ

  63. ஍ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ IUUQTZPVUVCFOY"G-VPGZ"

  64. None
  65. IUUQTGVSVIBTIJMBCHJUIVCJP6/[email protected])[email protected]%SPOF

  66. ͍֮͑ͯ·͔͢ʁ

  67. (PPHMF.BQT͕ ͜ͷੈʹొ৔ͨ͠ͱ͖ɻ

  68. ೥݄(PPHMF.BQT ೥݄(PPHMF&BSUI

  69. ͦΕ·Ͱͷ ஍ਤͷ ֓೦͕େ͖͘มΘΓ·ͨ͠ɻ

  70. (PPHMF.BQT&BSUI͕༩͑ͨΠϯύΫτ   ϑϦʔϛΞϜϞσϧ  ஍ٿ͸ؙ͍ͱ࠶ఆٛʢ4QIFSJDBM&BSUIʣ  9:;λΠϧϓϩτίϧΛσϑΝΫτԽ  ,.-ͷΦʔ

    ϓϯελϯμʔυԽ  ΢Σϒϒϥ΢βલఏ
  71. 2016 (PPHMF.BQT&BSUIͷมભʢ೥ʣ ɹ˜NBQDPODJFSHF $$#:4"

  72. ҰํͰ (PPHMF.BQT&BSUIͰ΋ Ͱ͖ͳ͍น

  73. ֨ೲ͍ͯ͠Δ ஍ཧۭؒ৘ใσʔλͷ Φʔ ϓϯԽ

  74. ୭Ͱ΋ࣗ༝ʹ ڐ୚ෆཁͰ ঎༻ར༻Մೳ 0QFO

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

  76. 0QFO4USFFU.BQ 5IF'SFF8JLJ8PSME.BQ

  77. None
  78. None
  79. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

  80. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

  81. ೥ͷ0QFO4USFFU.BQ౦ژӺपล

  82. IUUQTEFNPGNBQDPNMBUMPO[PPNDBNFSBUIFUBDBNFSBQIJ

  83. 9.4M Num. of Unique OSM User Accounts

  84. 9,427,732 mappers in the world ( 2022/11/10 ) http://osmstats.neis-one.org/

  85. ஍ਤͷຽओԽ

  86. ঎༻ར༻Մೳͳ 0%C-ϥΠηϯε

  87. 0QFO4USFFU.BQͷೋ࣍ར༻ྫ ɹ˜NBQDPODJFSHF $$#:4"

  88. !""#$%&&'''()*+,-../(+.0&*1*0,(."$2/3&#.$"$&45567897:8994985;#<=,)>$".=1

  89. Screenshot by Katsuyuki Sakanoshita

  90. IUUQTOFXTNZOBWJKQBSUJDMF

  91.  $SJTJT.BQQJOH Y 7(*7PMVOUFFSFE (FPHSBQIJD*OGPSNBUJPO (PPEDIJME  +FTTJDB)FJO[FMNBO 

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

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  94. #FGPSF

  95. "GUFS

  96. None
  97. 4BUFMMJUFJNBHFT "FSJBM1IPUPT 1MBOF%SPOF 1BQFSNBQT POMZPQFODPOUFOUT (142;44 Sources

  98. 2011.3.11 in Japan

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

  100. None
  101. Photo by Noriyuki Hayashi

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

  103. None
  104. IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTV⒎FSJOHESPVHIU

  105. IUUQXXXFDPOPNJTUDPNOFXTJOUFSOBUJPOBMSJDIDPVOUSJFTBSFEFMVHFEEBUBEFWFMPQJOHPOFTBSFTV⒎FSJOHESPVHIU

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

  107. IUUQQJFS[FOEFWPQFOTUSFFUNBQPSHIPUMFBqFU04.$PNQBSFCFGPSFBGUFSIUNM

  108. IUUQUBTLTIPUPTNPSHQSPKFDU ۽ຊ ӹ৓ொΫϥΠγεϚοϐϯάλεΫ

  109. ൃࡂલ

  110. ൃࡂޙ

  111. Ѩોେڮपลͷ౔࠭ࡂ֐ IUUQXXXPQFOTUSFFUNBQPSHFEJU FEJUPSJENBQ

  112. ՝୊͸ɺൃࡂޙͷ ਝ଎ͳߤۭࣸਅͷೖखɻ

  113. None
  114. IUUQSFTVMUNBQTOFJTPOFPSHPPPD [PPNMBUMPOMBZFST#5''5 Active mappers in Tokyo area

  115. 063(0"- IPVST ʢ஍਒ൃࡂޙʣ

  116. ߤۭࣸਅͷຽओԽ

  117. ࣄલͷࡂ֐ڠఆక͕݁ ਝ଎ͳۭࡱͱ ࣏ࣗମ࿈ܞʹͭͳ͕Δɻ

  118. None
  119. None
  120. /10૊৫ͱͯ͠ ࣏ࣗମͱࡂ֐ڠఆక݁ ೥݄ݱࡏ https://github.com/crisismappersjapan/agreement4dronebird_CMJxLGOV

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

  122. Odawara, Kanagawa, Japan, 2020

  123. Inagi, Tokyo, Japan, 2021

  124. ೥ ୆෩߸ ߸ඃࡂ஍Ͱ ໿ฏํΩϩΛۭࡱɻ

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

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

  127. %30/&#*3%ࡂ֐ڠఆͷಛ௃ ̍ʣൃࡂޙͷॳಈ൑அɿࢧԉஂମ ̎ʣࡂ֐࣌ͷ׆ಈඅ༻ෛ୲ऀɿࢧԉஂମ ̏ʣऩूͨ͠৘ใͷϥΠηϯεɿࢧԉஂମ͕Φʔϓϯσʔλͱͯ͠ެ։ ̐ʣݸਓ৘ใอޢʹؔ͢ΔରԠɿϓϥΠόγʔʹ഑ྀͨ͠ࡱӨํ๏ ̑ʣࡂ֐࣌ͷྫ֎ద༻ࣄલҕୗɿ͋Γ

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

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

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

  131. 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 ࡂ ֐ ڠ ఆ క ݁ جૅ࣏ࣗମࡂ֐ରࡦຊ෦
  132. %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 ࡂ ֐ ڠ ఆ క ݁ جૅ࣏ࣗମࡂ֐ରࡦຊ෦
  133. ೥Ҏ߱ͷ՝୊ ࣮ޮੑͷ͋Δࡂ֐ڠఆͷ֦ॆ جૅ࣏ࣗମʴ౎ಓ෎ݝͷೋஈߏ͑ͷࡂ֐ڠఆ ൃࡂલʹ཭ൃண৔ॴͷ֬อ  ൃࡂޙͷ౎ಓ෎ݝி಺ߤۭ؅੍ͱ࿈ܞ  ࠃࡍ࿈ܞͷ֦ॆ

  134. 160

  135. None
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  137. ೤ւࢢͱ͸ ࡂ֐ڠఆ͸క͍݁ͯ͠ͳ͔ͬͨɻ

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

  139. ؔ܎ऀ͔Β l੩Ԭ఺܈αϙʔτνʔϜʹ ੠Λ͔͚ΒΕΔɻ

  140. IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU

  141. ࠷ऴతʹ l੩Ԭ఺܈αϙʔτνʔϜz ͱͯ͠ ໊ࢀՃɻ

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  144. ೥ ݄ ೔ʹ ੩Ԭݝ͕υϩʔϯʹΑΔ ಈըࡱӨ

  145. ೥ ݄ ೔ʹ ੩Ԭ఺܈αϙʔτνʔϜ͕ ղੳॲཧΛ࣮ࢪ

  146. ݄ ೔ޕલʹ ΦϧιϞβΠΫը૾ͳͲ ϑΥτάϥϝτϦղੳ݁ՌΛ ڞ༗४උ

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  150. IUUQTYWJFXCPTBJHPKQWJFXJOEFYIUNM BQQJEGGGGDECCCFBGBG

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

  152. IUUQTHJUIVCDPNDSJTJTNBQQFSTKBQBOBUBNJJ[VTBOWTIJ[VPLB[email protected]

  153. IUUQTDSJTJTNBQQFSTKBQBOHJUIVCJPBUBNJJ[VTBOWTIJ[VPLB[email protected]

  154. ੩Ԭ఺܈αϙʔτνʔϜ͕ ػೳͨ͠ཧ༝ ීஈ͔ΒͷίϛϡχςΟ׆ಈ 0QFOCZ%FGBVMUͷจԽ 4/4ʹΑΔޮ཰తͳӡ༻

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

  156. IUUQTUPHFUUFSDPNMJ

  157. ೉೾෭஌ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕ม Θͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦඈ ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ؒ ͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷํʑ ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓϯʹ͠ ͯɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δํʑ ͍ͬͺ͍ɻʯ

  158. ೉೾෭஌ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗ਎ɺ࣌୅͕ มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ ඈ΂ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ ؒͰݟΒΕΔɻͦΕΛݝி૊৫Ͱແ͘֎ͷ ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱ΍ͬͯԼ͞Δ ํʑ͍ͬͺ͍ɻʯ

  159. ຊ౰ͷҙຯͰͷ ɹʮ0QFOCZ%FGBVMUʯ ࣾձ

  160. ͜Ε͔Βͷ ஍ਤ͸Ͳ͏ͳΔ͔ʁ

  161. Φʔ ϓϯͳ σδλϧπΠϯ

  162. σδλϧπΠϯ͸.JDIBFM(SJFWFT  ϛγΨϯେֶ ͕ఏএͨ֓͠೦ 0SJHJOTPGUIF%JHJUBM5XJO$PODFQU IUUQTXXXSFTFBSDIHBUFOFUQVCMJDBUJPO@[email protected]@[email protected]%[email protected]@$PODFQU

  163. ΋ͱ΋ͱ੡଄ۀͰൃୡͨ֓͠೦͕ ౎ࢢʹ֦ு͞Εͨ

  164. IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM

  165. 193 https://www.mlit.go.jp/plateau/learning/

  166. (PPHMF&BSUIͱ Կ͕ҧ͏ͷ͔ʁ

  167. ʮσδλϧπΠϯ͸ηϚϯςΟοΫʯ

  168. 196 https://www.mlit.go.jp/plateau/learning/

  169. (PPHMF&BSUI͸ ྺ࢙తʹ͸ lσδλϧΞʔεzͷܥේ ͕ͩ ηϚϯςΟοΫલఏͰ͸ͳ͔ͬͨ

  170. "MCFSU"SOPME(PSF+S IUUQTFOXJLJQFEJBPSHXJLJ"[email protected](PSF

  171. IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

  172. ϝλσʔλͱ͸ɺzσʔλʹؔ͢ΔσʔλͰ͋Δɻը૾΍ͦͷଞͷδΦϦ ϑΝϨϯε৘ใΛ༗ޮʹ׆༻͢ΔͨΊʹɺ໊લɺ৔ॴɺ࡞ऀιʔεɺ೔෇ɺ σʔλܗࣜɺղ૾౓ͳͲΛ஌Δඞཁ͕͋Δ͔΋͠Ε·ͤΜɻ࿈๜஍ཧσʔλ ҕһձ '(%$ ͸ɺ࢈ۀք΍भɾࢢொଜͱڠྗ͠߹͍ͳ͕Βɺϝλσʔλͷ ࣗओతͳඪ४Λ։ൃ͢ΔͨΊʹɺ஍ํ࣏ࣗମ΋ࢀՃ͍ͯ͠·͢ɻ IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG

  173. .FUBWFSTF ϝλόʔε %JHJUBM5XJO σδλϧπΠϯ %JHJUBM&BSUI σδλϧΞʔε 3FBM 7JSUVBM Կ౓Ͱ΋ࣦഊͰ͖ΔγϛϡϨʔγϣϯ؀ڥ աڈͱݱࡏͷ஍ٿΛ࠶ݱ

    σδλϧ஍ٿ্ّͰՄࢹԽ ΦϯϥΠϯͰՄࢹԽΛڞ༗ δΦηϯτϦοΫ ΞόλʔΦϦΤϯςου ʢΤΰηϯτϦοΫʣ 73ۭ͕ؒલఏɻϦΞϧۭؒ΁ͷ֦ுՄೳʢY3ʣ %͸ϚετͰ͸ͳ͍ ෳ਺ʢଟਓ਺ʣͷϢʔβʔͱަྲྀ ηϚϯςΟοΫͳࡾ࣍ݩۭؒϞσϧ ݱ࣮ੈք΁ͷϑΟʔυόοΫ ΤΰηϯτϦοΫཁૉॏࢹ ਓؒͷײ֮ʢޒײʣ࠶ݱੑΛॏࢹ σδλϧπΠϯͱͷ࿈ܞՄೳ ϦΞϧͳ஍ཧۭؒ৘ใ ϦΞϧۭؒʹର͢Δ ϑΟʔυόοΫ ݱ࣮ੈքͷ ϞσϧԽ
  174. 202 https://www.mlit.go.jp/plateau/learning/

  175. 203 https://www.mlit.go.jp/plateau/learning/ ڠௐྖҬ 0QFO%BUB

  176. 204 https://www.mlit.go.jp/plateau/learning/ ڝ૪ྖҬ 1SPQSJFUBSZ

  177. 205 https://www.mlit.go.jp/plateau/learning/

  178. IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ

  179. IUUQTXXXNMJUHPKQQMBUFBV

  180. 1SPKFDU1-"5&"6 ΋ ౦ژ౎σδλϧπΠϯ ΋ Φʔ ϓϯσʔλ

  181. ͔͠͠

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

  183. ࢈ɾ׭ɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ

  184. None
  185. େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢ ࢈ɾ׭ɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ

  186. ྫ͑͹ 04.ͷ৔߹

  187. اۀ͔Βͷ ίϯτϦϏϡʔτ͕ େ͖ͳݪಈྗʹͳ͍ͬͯΔ

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

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

  190. େن໛ʹϑϦʔϥΠυͯ͠ ߩݙ͍ͯ͠ͳ͍ͷ͸ /JBOUJD͚ͩͩͬͨ ʢ೥݄࣌఺ʣ

  191. IUUQTNFEJVNDPNGVSVIBTIJMBCTIPXUIFOJBOUJDqBHBCFEDFB

  192. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

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

  194. None
  195. ݴ͏͚ͩͰ͸ આಘྗ͕ͳ͍ͷͰʜ

  196. ετϦʔτϏϡʔͷ ຽओԽ ΍͍ͬͯ·͢ɻ

  197. ετϦʔτϏϡʔͱ͍͑͹

  198. None
  199. Ͱ΋ ✘঎༻ར༻ ✘ೋ࣍ར༻

  200. ΋ͬͱࣗ༝ʹ࢖͑Δ ετϦʔτϏϡʔ ͕ ͋ͬͯ΋Α͍Ͱ͸ͳ͍͔

  201. None
  202. Φʔ ϓϯσʔλͳͷͰ ✔঎༻ར༻ ✔ೋ࣍ར༻

  203. https://www.mapillary.com/360

  204. IUUQTXXXNBQJMMBSZDPN

  205. 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

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

  207. None
  208. 1.8B Num. of Street-level imageries in the world. https://www.mapillary.com (

    2022/11/14 )
  209. https://www.mapillary.com/app/

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

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

  212. 1.8M Num. of Street-level imageries by @mapconcierge https://www.mapillary.com ( 2022/11/14

    )
  213. None
  214. ϑΥτάϥϝτϦʹΑΔ ౎ࢢͷࡾ࣍ݩԽ

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

  216. .- ػցֶश  ʹΑΔը૾ࣝผ

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

  218. None
  219. IUUQTXXXNBQJMMBSZDPNBQQ MBUMOH[Q,FZYZ[PPN

  220. ϝΠϯετϦʔτ͸σʔλ͕ ཷ·͖͕ͬͯͨ ࿏஍ཪ͸े෼ʹ ΧόʔͰ͖͍ͯͳ͍ɻ

  221. %ͷ఺܈σʔλ͸ ϝΠϯετϦʔτ͚ͩͰ΋ ͜ͷ͘Β͍ੜ੒Մೳ

  222. IUUQTXXXNBQJMMBSZDPNBQQ MBUMOH[NFOVGBMTFQ,FZGPDVTQIPUPY*OpOJUZZ*OpOJUZ[PPN

  223. ిಈόΠΫͰ ौ୩ͷ࿏஍ཪΛ ܭଌதɻ

  224. ֵ ৽ ٕ ज़ ͱ ࣾ ձ ڞ ૑ ݚ

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  225. ೥ .BQJMMBSZ͕ 'BDFCPPLʹങऩ͞Ε͕ͨ

  226. Ҿ͖ଓ͖ ࡱӨσʔλ͸ Φʔ ϓϯσʔλͱͯ͠ ͢΂ͯެ։

  227. ετϦʔτϏϡʔͷຽओԽ

  228. ͜ͷσʔλ͔Β σδλϧπΠϯσʔλΛ ߋ৽Ͱ͖ΔͷͰ͸ʁ

  229. ࢢຽࢀՃܕʹΑΔ σδλϧπΠϯ σʔλߋ৽ ϓϩηεྫ

  230. 271

  231. None
  232. ࠷ޙʹʜ

  233. ౎ࢢͷࡾ࣍ݩ஍ਤͷ ඞཁੑ

  234. lզʑ͸ɺೋ࣍ݩ஍ਤͰ΋ े෼΍ͬͯ͜Εͨz

  235. ఻౷తͳ(*4͸ ࣍ݩ஍ਤPS࣍ݩ஍ਤͰ ౎ࢢΛ၆ᛌ͖ͯͨ͠

  236. ຊ౰ʹ ࡾ࣍ݩ஍ਤ͸ඞཁͳͷͩΖ͏͔ʁ

  237. %PS% ˣ % ͷϝϦοτ͸ ͦΕ΄Ͳଟ͘͸ͳ͍

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

  239. &HPDFOUSJD ΤΰηϯτϦοΫ ਓؒ໨ઢʢ'17 517ʜʣ (FPDFOUSJD δΦηϯτϦοΫ ஍ਤ໨ઢ Φϧι ௚Լࢹ +"-FWJOF

    $.,PU[  /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO
  240. ΤΰηϯτϦοΫͳ ۭؒͷଊ͑ํ ʲ࣮ྫʳ

  241. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

  242. ˜ελδΦδϒϦ lৗࣝͷൣғ಺zϥΠηϯε ݹڮՃච IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE

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

  244. δΦηϯτϦοΫͳ φϏͩͱ ઍਘ͸佂但ͷͱ͜Ζʹ ḷΓண͚ͳ͔ͬͨՄೳੑ͕ߴ͍

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

  246. 1-"5&"6ͷར༻ࣄྫ΋ ΤΰηϯτϦοΫͳࢹ఺͕ଟ͍ IUUQTUXJUUFSDPN.JUBNB4BLVNBSVTUBUVT IUUQTUXJUUFSDPNOPSJUTVOFUTVOFTUBUVT IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF

  247. IUUQTOFXTNZOBWJKQBSUJDMF

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

  249. ΤΰηϯτϦοΫ͸ ਓ͚ؒͩͰ͸ͳ͘ ແਓػʢυϩʔϯʣΛؚΊͨ ϞϏϦςΟશൠʹ΋ ౰ͯ͸·Δ

  250. ਓؒओମͷ ΤΰηϯτϦοΫͳ ࡾ࣍ݩ஍ਤσʔλ׆༻͕ ৽͍ࣾ͠ձΛ࡞Δɻ

  251. ͦͷͨΊͷ ࡾ࣍ݩ஍ਤ ʢ఺܈ɾ%౎ࢢϞσϧɾࡾ࣍ݩۭؒ*%ʣ

  252. σδλϧπΠϯͷ ຽओԽ

  253. ஍ਤͷຽओԽ ετϦʔτϏϡʔͷຽओԽ ߤۭࣸਅͷຽओԽ σδλϧπΠϯͷຽओԽ

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

  255. Φʔ ϓϯͰ͋Δ͔Βͦ͜ ʮܧଓੑʯ͕ੜ·Ε·͢ɻ

  256. ɹ า ͚ า ͚ɺ ଓ ͚Δ ͜ ͱ ͷ

    େ ੾ ͞ ɻ “ Just keep walking, persistence paid off ” by Tadataka INO
  257. Ұԯ૯ҏೳԽ

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