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“スマートなオープンデータ活用” を考えてみよう!

“スマートなオープンデータ活用” を考えてみよう!

2019.8.23「IoTで実現する未来の生活アイディアソン」におけるインプットセミナーの資料です。

Sayoko Shimoyama

August 23, 2019
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  1. lεϚʔτͳ
    Φʔϓϯσʔλ׆༻z
    Λߟ͑ͯΈΑ͏ʂ
    2019.8.23 IoTͰ࣮ݱ͢Δະདྷͷੜ׆ΞΠσΟΞιϯ
    Ұൠࣾஂ๏ਓϦϯΫσʔλ ୅දཧࣄ Լࢁ ࣿ୅ࢠ

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  2. Լࢁ ࣿ୅ࢠʢ͠΋΍· ͞Α͜ʣ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ओͨΔॴଐ Ұൠࣾஂ๏ਓϦϯΫσʔλ ୅දཧࣄ
    ຽؒاۀ ΠϯϑΥɾϥ΢ϯδגࣜձࣾ औక໾
    ϛʔΧϯύχʔגࣜձࣾ σʔλενϡϫʔυ
    ؠֶ࡚Ԃ৘ใՊֶઐ໳ֶߍ ඇৗۈߨࢣ
    ެతػؔ ಺ֳ׭๪ Φʔϓϯσʔλ఻ಓࢣ
    ૯຿ল ஍Ҭ৘ใԽΞυόΠβʔ
    $JWJD5FDI $PEFGPS+BQBOσʔλ׆༻ΞυόΠβʔɾσʔλΞΧσϛʔߨࢣ
    $PEFGPS:0,0)"."$#0
    nαʔϏεσβΠϯϝϯλʔ
    n৹ࠪһ
    nΦʔϓϯσʔλͷ࢖͍ॴͷݕ౼ɾࣄྫ঺հ
    n֤छઃܭ༻ςϯϓϨʔτͷ࢖͍ํ
    ࠓճͷ໾ׂ
    ಘҙͳ
    αϙʔτ

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  3. Φʔϓϯσʔλͷ࿩Λ͢Δલʹ
    εϚʔτϗʔϜ
    εϚʔτγςΟ
    ͷ
    εϚʔτ
    ͱ͸Կ͕Ͱ͖͍ͯΔঢ়ଶʁ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  4. 4NBSU$JUZ&YQP
    JO#BSDFMPOB
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://www.facebook.com/sayoko.shimoyama/
    media_set?set=a.2313906958684657&type=3

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  5. Ұ൪ҹ৅ʹ࢒ͬͨͷ͕ΤετχΞͷ
    4NBSU1FEFTUSJBO$SPTTXBML
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  6. าߦऀͱंͷ྆ํΛηϯγϯά͠ɺ
    ྆ํʹΞϥʔτͰ͖ΔεϚʔτͳަ௨ඪࣝ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ग़యɿ https://www.bercman.com

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  7. 4NBSU1FEFTUSJBO$SPTTXBML͔Βݟ͑Δɺ
    εϚʔτγςΟʹ͓͍ͯඞཁͳσʔλ׆༻ͷܗ
    ʮηϯγϯάͰ͖·͢ʯ
    ʮσʔλ͕ग़ͤ·͢ʯ
    ͚ͩͰ͸ͳ͘ɺ
    ਓؒͷ൑அ΍ߦಈΛม͑Δ
    Α͏ʹ৘ใΛఏڙͰ͖͍ͯΔ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ਓͷՁ஋؍ʹಧ͘Α͏ʹ
    ৘ใΛఏڙͰ͖Δ

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  8. ҧ͍Λฉ͔ΕͨΒઆ໌Ͱ͖·͔͢ʁ
    σʔλ ৘ใ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  9. ʮσʔλʯͱ͸ʁ
    *40ٴͼ+*4ن֨ʹΑΔఆٛ
    "SFJOUFSQSFUBCMFSFQSFTFOUBUJPOPGJOGPSNBUJPOJOBGPSNBMJ[FENBOOFS
    TVJUBCMFGPSDPNNVOJDBUJPO JOUFSQSFUBUJPO PSQSPDFTTJOHz
    ৘ใͷදݱͰ͋ͬͯɺ
    ఻ୡɺղऍ·ͨ͸ॲཧʹద͢ΔΑ͏ʹܗࣜԽ͞Εɺ
    ࠶౓৘ใͱͯ͠ղऍͰ͖Δ΋ͷ
    *40*&$ IUUQTXXXJTPPSHPCQVJJTPTUEJTPJFDFEFO
    ೔ຊ޻ۀن֨ʮ9৘ใॲཧ༻ޠجຊ༻ޠʯIUUQLJLBLVSVJDPNY9IUNM
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  10. σʔλ͸ɺ৘ใΛܗࣜԽͨ͠΋ͷ
    σʔλ ৘ใ
    ࠶౓৘ใͱͯ͠ղऍͰ͖Δ΋ͷ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  11. σʔλͷ૊Έ߹Θͤ͸৽ͨͳՁ஋ΛੜΉɿ
    αϯϑϥϯγείࢢ º :FMQ
    nαϯϑϥϯγείࢢͰ͸ɺҿ৯ళʹ
    ର࣮ͯ͠ࢪͨ͠อ݈Ӵੜݕࠪͷ݁Ռ
    Λσʔλͱͯ͠ެ։͍ͯ͠Δ
    n:FMQ͸ͦΕΛαʔϏεʹऔΓࠐΈɺ
    l)FBMUI 4DPSFzͱͯ͠఺ຬ఺
    ͷείΞԽ֤ͯ͠ҿ৯ళͷ
    ϨϏϡʔϖʔδʹදࣔ

    n ੈք࠷େڃͷϩʔΧϧϏδωεͷϨϏϡʔαΠτ
    n ೔ຊͰ͍͏ͱ͜Ζͷʮ৯΂ϩάʯతͳαʔϏε
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  12. σʔλͷ૊Έ߹Θͤ͸৽ͨͳՁ஋ΛੜΉɿ
    αϯϑϥϯγείࢢ º :FMQ

    ӴੜείΞɿ

    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  13. σʔλͷ૊Έ߹Θͤ͸৽ͨͳՁ஋ΛੜΉɿ
    αϯϑϥϯγείࢢ º :FMQ

    :FMQ͸ϢʔβʔʹΑΓ҆৺ɾ҆શΛಧ͚ΒΕΔ
    αʔϏεΛఏڙՄೳʹ
    ௚ۙͷอ݈Ӵੜ
    ݕࠪʹ͓͍ͯҧ൓
    ͕߲͋ͬͨ໨
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  14. αϯϑϥϯγείࢢ º :FMQ͔Βݟ͑Δ
    σʔλ͕΋ͨΒࣾ͢ձมֵ

    ΋͠αϯϑϥϯγείࢢ͕
    Ӵੜௐࠪ݁ՌΛαΠτͰެද͍ͯ͠Δ
    ͚ͩͩͬͨΒʁ
    Ұ෦ͷਓ͔͠ݟʹདྷͳ͍
    ΋͠:FMQ͕
    ಠࣗʹҿ৯ళΛධՁ͢Δ
    είΞΛ෇͚͍ͯͨΒʁ
    ެฏੑ͕୲อ͞Εͳ͍
    ڧΈɿళฮͷӦۀσʔλ΍ޱίϛ
    σʔλΛूΊͯɺଟ͘ͷϢʔβ͕
    ू·Δ৔Λ͍࣋ͬͯΔ
    ڧΈɿࢢຽͷ҆શΛकΔͨΊʹ࣮ࢪ
    ͨ͠ௐࠪ݁Ռͱͯ͠ɺެฏͳσʔλ
    ΛఏڙͰ͖Δ
    σʔλ͕ڞ༗͞ΕΔ͜ͱͰ
    ʮ૊৫Λ௒͑ͯಘҙ෼໺Λ෼୲Ͱ͖ΔࣾձʯʹͳΔ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  15. ߦ੓ͷσʔλ͸୭ʹͰ΋࢖͑ΔΑ͏ʹ
    ެ։͞Ε͍ͯΔඞཁ͕͋Δ
    nӴੜௐࠪ͸ࢢͷ੫ۚΛ࢖ͬͯӡ༻͞Ε͍ͯΔͷͰɺ
    ೲ੫ऀ͸౳ͦ͘͠ͷσʔλΛ࢖͏ݖརΛ͍࣋ͬͯΔ
    n୭Ͱ΋ࣗ༝ʹ࢖͑ΔσʔλͰ͋Δඞཁ͕͋Δ

    ΋͠αϯϑϥϯγείࢢ͕
    :FMQ͚ͩʹӴੜௐࠪ݁ՌσʔλΛ
    ౉͍ͯͨ͠Βʁ
    ಛఆاۀΛࢧԉ͢ΔܗʹͳΓෆެฏ
    Φʔϓϯσʔλ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  16. Φʔϓϯσʔλͷఆٛ
    ࠃɺ஍ํެڞஂମٴͼࣄۀऀ͕อ༗͢Δ׭ຽσʔλͷ͏ͪɺࠃຽ୭΋͕Πϯλʔωοτ
    ౳Λ௨ͯ͡༰қʹར༻ʢՃ޻ɺฤूɺ࠶഑෍౳ʣͰ͖ΔΑ͏ɺ࣍ͷ͍ͣΕͷ߲໨ʹ΋֘
    ౰͢ΔܗͰެ։͞ΕͨσʔλΛΦʔϓϯσʔλͱఆٛ͢Δ
    ʲग़యʳʮΦʔϓϯσʔλجຊࢦ਑ʯฏ੒೥݄೔
    ߴ౓৘ใ௨৴ωοτϫʔΫࣾձਪਐઓུຊ෦ɾ׭ຽσʔλ׆༻ਪਐઓུձܾٞఆ
    Ӧར໨తɺඇӦར໨తΛ໰Θͣ
    ೋ࣍ར༻Մೳͳϧʔϧ͕ద༻͞Εͨ΋ͷ
    ػց൑ಡʹదͨ͠΋ͷ
    ແঈͰར༻Ͱ͖Δ΋ͷ
    2019/8/23 $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  17. ࣮͸਎ۙͰ΋࢖ΘΕ͍ͯΔ
    Φʔϓϯσʔλ
    nੈք࠷େڃͷԻָετϦʔϛϯάαʔϏεʮ4QPUJGZʯ
    n.VTJD#SBJO[͔ΒԻָͷΞʔςΟετ໊ɺλΠτϧɺݴޠɺ೔෇ɺࠃɺ
    ϑΥʔϚοτͳͲͷΦʔϓϯσʔλΛऔಘͯ͠ར༻
    n.VTJD#SBJO[ʜԻָ࡞඼ͷ΢ΟΩϖσΟΞΛ໨ࢦͨ͠ϓϩδΣΫτ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    http://www.soumu.go.jp/main_content/000618472.pdf

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  18. l0QFO#Z%FGBVMUz
    ೥ (ʮΦʔϓϯσʔλݑষʯʹΑΔࠃࡍతͳ߹ҙ
    ʮ੫ۚΛ࢖ͬͯ࡞ΒΕͨ
    σʔλ͸શͯެڞࡒͱͯ͠
    ެ։͢Δ΂͖Ͱ͋Δʯ
    ͱ͍͏ߟ͑ํΛ
    ݪଇͱͯ͠࠾༻
    2019/8/23 $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  19. ʮΦʔϓϯσʔλʯͱ͸ɺ
    ݩʑօ͞Μͷ΋ͷͩͬͨσʔλΛ
    ฦ͢͜ͱͩͱߟ͍͑ͯ·͢ɻ
    - Miquel Mateu, Open Data Manager of Barcelona City

    14-18 June 2016, World Data Viz Challenge 2016,
    Barcelona
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  20. ΦʔϓϯσʔλΛ
    ࢖͏ϙΠϯτᶃ
    ඞཁͳਓʹ
    ඞཁͳλΠϛϯά
    Ͱ৘ใ͕ಧ͘Α͏
    ʹ͢Δ
    2019/8/23 CC BY 4.0 SAYOKO SHIMOYAMA, LINKDATA 3

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  21. ࣄྫɿʮͣ͠Έͪ*OGPʯ
    ʢ੩Ԭࢢ º τϤλ*5։ൃηϯλʔʣ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ੩Ԭࢢʮͣ͠Έͪ*OGPʯ
    nಓ࿏ަ௨৘ใΛ
    ΦʔϓϯσʔλԽ
    n௨ߦن੍΍ࡂ֐ൃੜ
    ͳͲͷσʔλΛ
    ϦΞϧλΠϜͰ഑৴
    τϤλ*5։ൃηϯλʔ
    nڞಉ࣮ݧͰʮͣ͠Έͪ
    *OGPʯͷσʔλΛऔಘ
    ͠ΧʔφϏͰ৘ใ഑৴
    ʢσʔλެ։ݩʣ
    ن੍ؔ࿈σʔλɿ੩Ԭࢢݐઃہಓ࿏෦ಓ࿏อશ՝
    ๷ࡂؔ࿈σʔλɿ੩Ԭࢢ૯຿ہةػ؅ཧ૯ࣨ







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  22. ࣄྫɿʮͣ͠Έͪ*OGPʯ
    ैདྷ͸ඞཁͳ৘ใΛඞཁͳਓʹ
    ಧ͚ΒΕͳ͔ͬͨ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ௨ߦن੍
    ৘ใ
    νϥγ΍ެࣜ8FCαΠτ౳Ͱ
    ৘ใൃ৴
    ඞཁͳλΠϛϯάͰ
    ඞཁͳ৘ใ͕ಘΒΕͳ͍
    #&'03&
    ߦ੓ υϥΠόʔ

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  23. ࣄྫɿʮͣ͠Έͪ*OGPʯ
    ΦʔϓϯσʔλͰϦΞϧλΠϜ
    ʹ৘ใ͕ಧ͚ΒΕΔΑ͏ʹ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ௨ߦن੍
    Φʔϓϯ
    σʔλ
    Φʔϓϯσʔλͱͯ͠
    ௨ߦن੍৘ใΛެ։
    ඞཁͳλΠϛϯάͰ
    ࠷৽৘ใ͕ಘΒΕΔ
    "'5&3
    ߦ੓ υϥΠόʔ
    ຽؒاۀ
    ΧʔφϏ
    ։ൃ͍ͯ͠Δ੡඼ʹ
    ΦʔϓϯσʔλΛࡌͤͯ
    αʔϏεఏڙ
    ˞੩ԬࢢͰ͸ΧʔφϏͳͲͷػց͔Β
    ΦʔϓϯσʔλʹΞΫηεͰ͖ΔΑ͏ʹ
    ͢ΔͨΊʹɺ"1* "QQMJDBUJPO
    1SPHSBNNJOH*OUFSGBDF
    ͱ͍͏࢓૊Έ
    Ͱσʔλ͕ެ։͞Ε͍ͯ·͢

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  24. ࣄྫɿ
    .FOUBM$IFDLʢεϖΠϯʣ
    nϝϯλϧϔϧεʹؔ͢Δױऀͱྟচઐ໳Ոͱͷؒͷίϛϡχέʔγϣϯ
    πʔϧ
    nױऀ͕ొ࿥͢Δ೔ʑͷੜ׆ʹؔ͢ΔσʔλΛઐ໳Ո͕͍ͭͰ΋νΣοΫ
    Ͱ͖ɺඞཁʹԠ࣏ͯ͡ྍͷͨΊʹհೖ͢Δ͜ͱ͕Ͱ͖Δ
    nถ৯඼ҩༀ඼ہ '%"
    ͷΦʔϓϯσʔλΛར༻ͯ͠ɺҩༀ඼ͷޮՌ΍
    ෭࡞༻Λར༻ऀͷϓϩϑΟʔϧʹԠͯ͡ఏࣔ͢Δػೳ͕͋Δ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    http://www.soumu.go.jp/main_content/000618472.pdf

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  25. ࣄྫɿ"&%404ʢ೔ຊʣ
    ࣏ࣗମ͕ެ։͍ͯ͠Δ"&%ͷҐஔ৘ใ΍ઃஔࢪઃ౳ͷ
    ΦʔϓϯσʔλΛ࢖༻
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://cio.go.jp/opendata100

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  26. ࣄྫɿ"&%404ʢ೔ຊʣ
    ࣏ࣗମ͕ެ։͍ͯ͠Δ"&%ͷҐஔ৘ใ΍ઃஔࢪઃ౳ͷ
    ΦʔϓϯσʔλΛ࢖༻
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://cio.go.jp/opendata100

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  27. ΦʔϓϯσʔλΛ
    ࢖͏ϙΠϯτᶄ
    Θ͔Γ΍͘͢
    ࢦඪԽͯ͠
    ఏࣔ͢Δ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  28. ࣄྫɿ0QPXFSʢถࠃʣ
    n֤Ոఉʹ޲͚ͯύʔιφϥΠζͨ͠ܗͰిྗ࢖༻܏޲ͷ௨஌Λߦ͏αʔϏε
    nؾ৅৘ใ΍ػثͷిྗফඅྔͷΦʔϓϯσʔλ αʔυύʔςΟʔ͔ΒఏڙΛ
    ड͚ͨσʔλΛಠࣗΞϧΰϦζϜͰղੳ
    nถࠃͰ0QPXFSͷαʔϏεΛಋೖͨ͠ిྗձࣾ͸ɺฏۉͯ͠ސ٬ͷిྗ࢖༻ྔΛ
    ʙˋఔ౓࡟ݮ͢Δ͜ͱʹ੒ޭ
    n೥ɺ೔ຊʹ͓͍ͯ΋࣮ূ։࢝
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://www.oracle.com/jp/corporate/features
    /pr/moe-nudge-project-oracle-utilities/

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  29. ࣄྫɿՖค͘Μʢ೔ຊʣ
    ՖคඈࢄྔͷΦʔϓϯσʔλͱ5XJUUFS౤ߘ৘ใΛ૊Έ߹Θͤͯ
    ෼ੳ͠ɺಠࣗࢦඪɿ,51ʢΧϑϯ πϥΠ ϙΠϯτʣΛࢉग़
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    ① #
    KTP
    ② %"

    $!
    https://cio.go.jp/opendata100

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  30. ࣄྫɿβɾ஍Ҭ౷ܭύϫʔ
    ότϧʢ೔ຊʣ
    ౷ܭσʔλΛ࢖ͬͯ஍Ҭಉ࢜ΛઓΘͤΔΞϓϦέʔγϣϯ
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://www.mirko.jp/townpower/evaluation.html

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  31. ΦʔϓϯσʔλΛ
    ࢖͏ϙΠϯτᶅ
    ݱঢ়σʔλΛ
    ऩूɾ෼ੳ͠
    কདྷͷ༧ଌʹ࢖͏
    $$#:4BZPLP4IJNPZBNB -JOL%BUB

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  32. ࣄྫɿεʔύʔϒϩοΫߏ૝
    ʢόϧηϩφʣ
    ೥୅ͷόϧηϩφͷ࢟
    $$#:4BZPLP4IJNPZBNB -JOL%BUB
    https://citiesofthefuture.eu/superblocks-barcelona-answer-to-car-centric-city/

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  33. ࣄྫɿεʔύʔϒϩοΫߏ૝
    ʢόϧηϩφʣ
    nόϧηϩφͰ͸ࣗಈंͷަ௨ྔ͕ଟ͘ɺ
    Ԛછ෺࣭΍$0ɺ૽ԻͳͲʹΑΔެ֐͕՝୊
    nʮࢢຽத৺౎ࢢʯΛίϯηϓτʹ͔͔͛ɺ
    ஈ֊తʹं͕௨ΕΔಓΛ੍ݶ͢ΔܭըΛ࣮ࢪ
    nަ௨ྔ΍؀ڥʹؔ͢ΔηϯγϯάσʔλΛ༻͍
    ͯ෼ੳΛߦ͍ɺܭը͕ਐΜͩ৔߹ʹͲͷ͘Β͍
    ໰୊͕վળ͢Δͷ͔ɺ۩ମతͳ਺஋Ͱࣔͨ͠
    • ަ௨ྔ͕ݮ
    • ͷࢢຽ͕ةݥͳϨϕϧͷཻࢠঢ়෺࣭ʹࡽ͞Ε
    Δ͜ͱ͸ͳ͘ͳΔ
    • ͷࢢຽ͸ʮσγϕϧҎ্ͷ૽ԻʯΛܦݧ
    ͤͣʹ͢Ή
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    https://citiesofthefuture.eu/superblocks-barcelona-answer-to-car-centric-city/

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  34. ·ͱΊ
    nσʔλ͸ਓͷՁ஋؍ʹಧ͘Α͏ͳܗͷ
    ʮ৘ใʯʹͯ͠఻͑Δඞཁ͕͋Δ
    nͦͷͨΊͷϙΠϯτ
    ඞཁͳਓʹඞཁͳλΠϛϯάͰ
    ৘ใ͕ಧ͘Α͏ʹ͢Δ
    Θ͔Γ΍͘͢ࢦඪԽͯ͠ఏࣔ͢Δ
    ݱࡏͷσʔλΛऩू͠কདྷͷ༧ଌʹ࢖͏
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  35. Ұൠࣾஂ๏ਓϦϯΫσʔλ
    ୅දཧࣄ Լࢁ ࣿ୅ࢠ
    Email: [email protected]
    ຊࢿྉʹؔ͢Δ࣭͝໰ɾ͝ҙݟ΍ɺ
    σʔλ׆༻ݚमɾϫʔΫγϣοϓ։࠵ͷ͝૬ஊͳͲ͸
    ͪ͜Β΁͓د͍ͤͩ͘͞ɻ
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