Upgrade to Pro — share decks privately, control downloads, hide ads and more …

SDGsをアシスト! 現地調査データをアーカイブする技術|麻布大学デジタルマッピングワークショップ

SDGsをアシスト! 現地調査データをアーカイブする技術|麻布大学デジタルマッピングワークショップ

麻布大学デジタルマッピングワークショップ
古橋発表資料
2023-05-19

© mapconcierge, CC BY-SA 4.0

Taichi FURUHASHI

May 19, 2023
Tweet

More Decks by Taichi FURUHASHI

Other Decks in Education

Transcript

  1. 4%(TΛΞγετ
    ݱ஍ௐࠪσʔλΛΞʔΧΠϒ͢Δٕज़
    ੨ࢁֶӃେֶ஍ٿࣾձڞੜֶ෦ڭत
    ݹڮେ஍ʢ5BJDIJ'636)"4)*ʣ
    ຑ෍େֶಛผߨٛ
    デジ
    λϧϚο
    ピ
    ϯ
    グ
    ϫʔΫγϣο
    プ

    View Slide

  2. ݹڮݚڀࣨ

    View Slide

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

    View Slide

  4. IUUQTXXXBPZBNBBDKQGBDVMUZHTD
    ஍ ٿ ࣾ ձ ڞ ੜ ֶ ෦

    View Slide

  5. !NBQDPODJFSHF

    View Slide

  6. IUUQTIEZDOFJTPOFPSH ."1DPODJFSHF

    View Slide

  7. View Slide

  8. View Slide

  9. View Slide

  10. ஍ਤ԰

    View Slide

  11. ஍ਤ԰
    υϩʔϯ΋ඈ͹ͤΔ

    View Slide

  12. ஍ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ

    IUUQTZPVUVCFOY"G-VPGZ"

    View Slide

  13. View Slide

  14. View Slide

  15. .BS

    View Slide

  16. l৘ใ͸ɺਫɺ৯΂෺ɺ͓ۚͱ
    ɹɹಉ͡Α͏ʹϥΠϑϥΠϯͩɻz
    IUUQJUQSPOJLLFJCQDPKQBSUJDMF$0-6./
    +VOZB*4)*,"8"

    View Slide

  17. IUUQTZPVUVCFLH-;*XFV

    View Slide

  18. View Slide

  19. ৘ใ

    View Slide

  20. l஍ཧۭؒ৘ใ͸ɺ҆શͳੜ׆Λࢧ͑Δ
    ɹɹϥΠϑϥΠϯͩɻz
    5BJDIJ'636)"4)*

    View Slide

  21. ஍ཧ
    ۭؒ
    ৘ใ

    View Slide

  22. ஍ཧۭؒ৘ใͱ͸Կ͔ʁ

    View Slide

  23. ஍ཧۭؒ৘ใͱ͸Կ͔ʁ
    8)&3&

    View Slide

  24. ೔ຊਓͷଟ͕͘ʜ

    View Slide

  25. 8)Λ
    ద੾ʹѻ͑ͳ͍έʔε͕
    ѹ౗తʹଟ͍ɻ

    View Slide

  26. 8)ɿ

    ͍ͭʢ8IFOʣ
    Ͳ͜Ͱʢ8IFSFʣ
    ͩΕ͕ʢ8IPʣ
    ͳʹΛʢ8IBUʣ
    ͳͥʢ8IZʣɺͲͷΑ͏ʹʢ)PXʣ

    View Slide

  27. 8)ɿ

    ͍ͭʢ8IFOʣ
    Ͳ͜Ͱʢ8IFSFʣˡ
    ͩΕ͕ʢ8IPʣ
    ͳʹΛʢ8IBUʣ
    ͳͥʢ8IZʣɺͲͷΑ͏ʹʢ)PXʣ

    View Slide

  28. ໰୊ɿ
    ຑ෍େֶ
    ڭࣨ͸
    Ͳ͜ʹ͋Γ·͔͢ʁ

    View Slide

  29. ೔ຊਓ͸
    lॅॴzʹ
    ґଘ͗͢͠Δ

    View Slide

  30. View Slide

  31. 3VTTJBOJOWBTJPOPG6LSBJOF
    'FC ʙ

    View Slide

  32. IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF

    View Slide

  33. IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF

    View Slide

  34. -JDFOTF
    ඇӦར໨తͰ͋Ε͹
    ڐ୚ෆཁͰࣗ༝ʹ࢖͑Δʂ

    View Slide

  35. ͔͠͠
    Ґஔ৘ใͷϝλσʔλ͕ͳ͍ʂ
    1MBOFUଆ͸͍࣋ͬͯΔͷʹ
    ҙਤతʹܽམ͍ͤͯ͞Δɻ
    ʢ͓ͦΒ͘Ϗδωε্ͷ໰୊ʣ

    View Slide

  36. ୯ͳΔը૾

    View Slide

  37. 8IFSFJT
    l.:,0-"*7"*3#"4&z

    View Slide

  38. View Slide

  39. ʮͲ͜ͰʯʮԿ͕ʯى͖͍ͯΔͷ͔
    ਖ਼֬ʹ఻͑Δ͜ͱ͸
    (ۭؒ৘ใͷ෼ੳͰෆՄܽɻ

    View Slide

  40. +1&(GJMF

    ,.-(SPVOE0WFSMBZ

    View Slide

  41. +1&(GJMF

    ,.-(SPVOE0WFSMBZ
    ˠ,.;GJMFT

    View Slide

  42. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

    View Slide

  43. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB

    View Slide

  44. View Slide

  45. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBUSFFNBJOTBUFMMJUFJNBHFSJFTUFNQ

    View Slide

  46. IUUQTUXJUUFSDPNIXUOWTUBUVT

    View Slide

  47. ʴ

    View Slide

  48. ʴ
    ˠ

    View Slide

  49. IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JECFGDEDDFBFDBDGF

    View Slide

  50. 6LSBJOF(&0*/5
    @hwtnv
    @mapconcierge

    View Slide

  51. 6LSBJOF(&0*/5
    @hwtnv
    @mapconcierge
    @masurakusuo @ryomakom

    View Slide

  52. 0VSTPVSDFT

    View Slide

  53. View Slide

  54. 4BUFMMJUF*NBHFSJFT

    View Slide

  55. %NPEFMT

    View Slide

  56. 7JEFPˠ1IPUPHSBNFUPSZ

    View Slide

  57. IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JEGEEBBBEFEBB

    View Slide

  58. IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JEGEEBBBEFEBB

    View Slide

  59. View Slide

  60. View Slide

  61. 6LSBJOF(&0*/5ͱͯ͠
    ऩू͍ͯ͠Δ৘ใ
    🔎ެ։͞ΕͨӴ੕ը૾
    🔎ެ։͞Εͨυϩʔϯը૾
    🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ
    🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ
    🔎ެ։͞Εͨ˃ύϊϥϚը૾

    View Slide

  62. )PXUP(FPSFGFSFODF

    View Slide

  63. IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS

    View Slide

  64. View Slide

  65. Ґஔ৘ใ͸
    l4UPZBOLBzͱ͍͏஍໊ͷΈ

    View Slide

  66. ͜͜͸Ͳ͜ͳͷ͔ʁ

    View Slide

  67. ͜ͷӴ੕ը૾͔ΒಡΈऔΕΔ΋ͷ͸ͳΜͰ͔͢ʁ

    View Slide

  68. ͜ͷը૾͸ϑΣΠΫͰ͸ͳ͍ͷ͔ʁ

    View Slide

  69. ຊ౰ʹ࣮ࡏ͢Δͷ͔ʁ

    View Slide

  70. 6λʔϯཱମڮ

    View Slide

  71. View Slide

  72. ೔ࣹͷํ޲

    View Slide

  73. ͜ͷը૾͸ೆ๺͕ٯస͍ͯ͠Δ
    Ӵ੕ը૾Ͱ͋Δɻ

    View Slide

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

    View Slide

  75. View Slide

  76. 6λʔϯཱମڮ

    View Slide

  77. View Slide

  78. ઌఔͷ6λʔϯཱମڮͱಉ͡ʁ

    View Slide

  79. ͳʹ͔ҧ͏ʁʁʁ

    View Slide

  80. View Slide

  81. 6λʔϯཱମڮ

    View Slide

  82. װ



    ೶஍ɾ૲஍
    Տ

    View Slide

  83. װ



    ೶஍ɾ૲஍
    Տ

    ๺Λ্ʹճస

    View Slide

  84. ΋͏Ұ౓
    (PPHMF&BSUIΛ֬ೝ

    View Slide

  85. View Slide

  86. װઢಓ࿏
    ೶஍ɾ૲஍

    View Slide

  87. View Slide

  88. ͜ͷ6λʔϯཱମڮ͸
    (PPHMF&BSUIʹ͸
    ܝࡌ͞Ε͍ͯͳ͔ͬͨ

    View Slide

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

    View Slide

  90. ͜ͷΑ͏ʹ
    ͻͨ͢Β
    Ӵ੕ը૾ͷҐஔΛಛఆ

    View Slide

  91. ࣗ෼ୡͷνΧϥͰ
    ΠϚͷ౎ࢢͷ࢟Λ
    %஍ਤʹల։

    View Slide

  92. ஍ཧۭؒ৘ใΛ࢖͏ίπ

    View Slide

  93. ᶃҢ౓ܦ౓Ͱ఻͑Δ

    View Slide

  94. IUUQTUXJUUFSDPNNF@NBSDPTUBUVT

    View Slide

  95. IUUQTUXJUUFSDPNNF@NBSDPTUBUVT

    View Slide

  96. View Slide

  97. Ң౓ܦ౓Λ఻͑Δͱ͖͸
    ʮेਐܦҢ౓ʯͰʮΧϯϚ۠੾Γʯ
    ଌ஍ܥ͸ʮ8(4ʯҰ୒

    View Slide

  98. ͘Ε͙Ε΋
    چ೔ຊଌ஍ܥ ೥Ҏલ
    ͷҢ౓ܦ౓΍
    ౓෼ඵදه͸
    ࢖Θͳ͍͜ͱ

    View Slide

  99. ᶄద੾ͳσʔλܗࣜ

    View Slide

  100. ,.-,.;
    (FP+40/
    9:;5JMF
    (PPHMF &BSUI ଞɺ2(*4ɺ"SD(*4ͳͲ༷ʑͳ(*4πʔϧʹల։Մ
    ೳɻ఺ɾઢɾ໘͚ͩͰͳ͘ɺӴ੕ը૾ͷΑ͏ͳը૾σʔλɺε
    τϦʔτϏϡʔͷΑ͏ͳύϊϥϚࣸਅͳͲ΋ల։Մೳɻ
    ΢Σϒ஍ਤʹల։͢Δ৔߹ͷ૬ޓޓ׵ੑ͸,.-Λ௒͑Δɻୠ͠఺ɾ
    ઢɾ໘͚͔ͩ͠ѻ͑ͳ͍ɻ(JU)VC(JTUͰ͸ࣗಈϨϯμϦϯάػೳ͕
    ಇͨ͘Ίɺσʔλڞ༗ͱՄࢹԽ͕༰қɻ
    (PPHMF.BQT͕ൃ໌ͨ͠େ༰ྔͷ஍ཧۭؒ৘ใ഑৴ϓϩτίϧɻ౰ॳ͸ը૾λ
    ΠϧͷΈ͕ͩͬͨɺࠓ͸.BQCPYʹΑΔϕΫτϧλΠϧϓϩτίϧ΋ීٴ͠ɺ
    ஍ཧӃ஍ਤ΍0QFO4USFFU.BQɺ.BQCPYɺ$FTJVNɺ(PPHMF&BSUI8FCͳͲͰ
    ΋ల։͕Մೳɻୠ͠λΠϧσʔλੜ੒࡞ۀ͸ͦΕͳΓʹԋࢉϦιʔεඞཁɻ

    View Slide

  101. εϚʔτϑΥϯΛ
    ࢖͍౗͢ʂʂ

    View Slide

  102. ೥͓͢͢Ί
    ஍ਤܥεϚϗΞϓϦ
    ̏બʂ

    View Slide

  103. 0SHBOJD.BQT
    Πϯλʔωοτʹͭͳ͕Βͳͯ͘΋
    ࢖͑Δ஍ਤΞϓϦ
    IUUQTPSHBOJDNBQTBQQ

    View Slide

  104. Πϯλʔωοτʹґଘ͢Δ(PPHMF.BQTͱ
    ΦϑϥΠϯͰ΋࢖͑Δ0SHBOJD.BQT

    View Slide

  105. ࣄલʹ஍ਤΛμ΢ϯϩʔυ
    ւ֎ཱྀߦɾग़ுͰ΋
    େ׆༂

    View Slide

  106. 4USBWB
    δϣΪϯάɺαΠΫϦϯάͳͲҠಈཤྺه࿥Ͱ
    ϑΟʔϧυϫʔΫͷϝϞ
    IUUQTXXXTUSBWBDPN

    View Slide

  107. View Slide

  108. NBQJMMBSZ
    ΈΜͳͰͭ͘ΔετϦʔτϏϡʔΞϓϦ
    ֗ͳ͔ͷܠ৭΍؃൘ͳͲͷه࿥
    IUUQTXXXNBQJMMBSZDPN

    View Slide

  109. ෩ܠࣸਅͷه࿥

    View Slide

  110. View Slide

  111. ͓͢͢Ί͸
    3JDPI5)&5"9ͰύϊϥϚࡱӨ

    View Slide

  112. IUUQTCMPHSJDPIDPNKB

    View Slide

  113. εϚϗΞϓϦͰ
    େࣄͳ͜ͱ͸
    l1FSNBMJOLzͷऔಘ

    View Slide

  114. 1FSNBMJOLͱ͸ʁ

    View Slide

  115. 1FSNBOFOU-JOL
    ˜8JLJQFEJB $$#:4"
    IUUQTKBXJLJQFEJBPSHXJLJ6OJGPSN@3FTPVSDF@-PDBUPS&&#$&&&%&#&&""&#&"'

    View Slide

  116. 0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  117. 0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  118. 0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  119. 0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  120. 0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  121. IUUQTPNBQTBQQH%:*)߸ؗ
    0SHBOJD.BQTͷ1FSNBMJOLྫɿ

    View Slide

  122. 4USBWBͷ1FSNBMJOLྫɿ

    View Slide

  123. 4USBWBͷ1FSNBMJOLྫɿ

    View Slide

  124. 4USBWBͷ1FSNBMJOLྫɿ

    View Slide

  125. 4USBWBͷ1FSNBMJOLྫɿ

    View Slide

  126. 4USBWBͷ1FSNBMJOLྫɿ

    View Slide

  127. 4USBWBͷ1FSNBMJOLྫɿ
    IUUQTXXXTUSBWBDPNBDUJWJUJFT

    View Slide

  128. .BQJMMBSZͷ1FSNBMJOLྫɿ

    View Slide

  129. .BQJMMBSZͷ1FSNBMJOLྫɿ

    View Slide

  130. .BQJMMBSZͷ1FSNBMJOLྫɿ

    View Slide

  131. .BQJMMBSZͷ1FSNBMJOLྫɿ

    View Slide

  132. .BQJMMBSZͷ1FSNBMJOLྫɿ

    View Slide

  133. .BQJMMBSZͷ1FSNBMJOLྫɿ
    IUUQXXXNBQJMMBSZDPNNBQJNNJKK;*MEHG)5R7F+7D2QIPUP

    View Slide

  134. 1FSNBMJOL͔ΒͨͲΕ͹
    ͦͷ৔ॴͷҢ౓ ܦ౓΋
    Θ͔Δ

    View Slide

  135. View Slide

  136. View Slide

  137. View Slide

  138. ՄೳͳݶΓ
    ະདྷʹσʔλΛ
    ܧঝ͍ͯͨ͘͠Ίʹʜ

    View Slide

  139. ̏ͭͷϙΠϯτ

    View Slide


  140. View Slide

  141. ಈతσʔλͱ
    ੩తσʔλͰ۠෼ɻ
    ੩తσʔλ͸04.΁

    View Slide

  142. ਺िؒҎ্
    ࣮ۭؒʹଘࡏ͢Δ΋ͷ͸
    0QFO4USFFU.BQʹ
    ೖྗ͕ཧ૝ܗ

    View Slide

  143. 0QFO4USFFU.BQ

    View Slide

  144. View Slide

  145. View Slide

  146. View Slide

  147. IUUQTEFNPGNBQDPNMBUMPO[PPNDBNFSBUIFUBDBNFSBQIJ

    View Slide

  148. 0QFO4USFFU.BQͷೋ࣍ར༻ྫ
    ɹ˜NBQDPODJFSHF $$#:4"

    View Slide

  149. https://www.facebook.com/ayame.otsuki/posts/1005928962881820?pnref=story

    View Slide

  150. Screenshot by Katsuyuki Sakanoshita

    View Slide

  151. View Slide

  152. View Slide

  153. ಓ࿏஍ਤɺ༡าಓɺ
    ॅ୐஍ਤɺ
    ΧϑΣɺපӃɺόϦΞϑϦʔ
    څਫϙΠϯτʜ

    View Slide

  154. ଐੑͷछྨԯ
    IUUQTUBHJOGPPQFOTUSFFUNBQPSHSFQPSUTEBUBCBTF@TUBUJTUJDT
    ʢ,FZ7BMVFʣ

    View Slide

  155. IUUQTUBHJOGPPQFOTUSFFUNBQPSH

    View Slide

  156. IUUQTXJLJPQFOTUSFFUNBQPSHXJLJ+".BQ@'FBUVSFT

    View Slide

  157. ੩తσʔλͱͯ͠
    ΄ͱΜͲͷ஍෺͸
    04.ʹೖྗՄೳͰ͢ɻ

    View Slide

  158. ͦ͏ͩʂ
    04.ʹ
    ه࿥͓ͯ͜͠͏ʂ

    View Slide

  159. View Slide


  160. View Slide

  161. ಈతσʔλ΍
    ެ։Ͱ͖ͳ͍σʔλ͸
    ΞΫηεݖݶઃఆՄೳͳ
    Ϋϥ΢υ؀ڥ΁

    View Slide

  162. ۩ମతʹ͸
    બ୒ࢶ̍ɿ(PPHMF%SJWF4QSFBETIFFU
    બ୒ࢶ̎ɿ(JU)VC1SJWBUF3FQPTJUPSZ
    બ୒ࢶɿσϑΝΫτελϯμʔυͳΫϥ΢υαʔϏε
    ͜ΕΒΛෳ਺૊Έ߹Θͤͯ৑௕ੑΛ֬อ

    View Slide

  163. View Slide

  164. ͱ͘ʹ
    (JU)VC͸ʮਓྨͷ஌ʯͱͯ͠
    ๺ۃݍͷ஍Լʹ
    શσʔλΛΞʔΧΠϒ
    ʢ೥Ҏ্ͷอଘʣ

    View Slide

  165. View Slide

  166. View Slide

  167. IUUQTBSDIJWFQSPHSBNHJUIVCDPNBSDUJDWBVMU

    View Slide

  168. "SDUJD$PEF7BVMU͸
    ެ։ϨϙδτϦͷΈର৅Ͱ͕͢ɺ
    (JU)VCͱ͍͏ձࣾͷ࢟੎͕
    ཧղͰ͖Δͱࢥ͍·͢ɻ

    View Slide

  169. IUUQTHJUIVCDPNNBQDPODJFSHF

    View Slide

  170. σʔλͷछྨʹಛԽͨ͠
    σϑΝΫτελϯμʔυͳ
    ϓϥοτϑΥʔϜ

    View Slide

  171. σϑΝΫτελϯμʔυ
    (14ϩάɿ4USBWB BEJEBT3VOOJOH
    (*4 ఺ઢ໘
    σʔλɿ.BQCPY $BSUP 5BCMFBV (PPHMF.Z.BQT
    υϩʔϯը૾ɿ0QFO"FSJBM.BQ .BQCPY 1JY%DMPVE (PPHMF&BSUI
    ετϦʔτϏϡʔɿ.BQJMMBSZ ,BSUB7JFX (PPHMF47
    ύϊϥϚࣸਅɿ.BQJMMBSZ (JHB1BO
    %Ϟσϧɿ4LFUDI'BC %8BSFIPVTF

    View Slide

  172. ͜ΕΒͷαʔϏε͸
    ӡӦଆͷํ਑ʹґଘ͢ΔͷͰ
    ౎౓ݟ௚͠΍αϧϕʔδ͕ඞཁ
    ʢσʔλফࣦͷϦεΫ͋Γʣ

    View Slide

  173. ීஈ͔Β
    4/4Ͱ༗ࣝऀͱͭͳ͕ͬͯ
    ࠷৽৘ใΛಘΔ

    View Slide

  174. ඞͣɺόοΫΞο
    ϓΛ
    (PPHMF%SJWF΍(JU)VCʹ΋
    ஔ͍͓ͯ͘͜ͱ

    View Slide

  175. View Slide


  176. View Slide

  177. ެ։ͯ͠Α͍σʔλ͸
    ϥΠηϯεΛ
    Φʔϓϯσʔλʹ͓ͯ͘͠

    View Slide

  178. ஶ࡞ݖΛ
    ະདྷͷੈ୅΁
    ܧঝՄೳʹ͓ͯ͘͠ɻ

    View Slide

  179. ۩ମతʹ͸
    બ୒ࢶ̍ɿ$$#:0%C-
    બ୒ࢶ̎ɿύϒϦοΫυϝΠϯ $$

    View Slide

  180. IUUQTDSFBUJWFDPNNPOTKQMJDFOTFT

    View Slide

  181. ͜ΕΛ
    ΍͓͔ͬͯͳ͍ͱ
    σʔλ͕ࢮଂ͢Δ

    View Slide

  182. ϥΠηϯεఆٛΛ͠ͳ͍
    ௨ৗͷஶ࡞෺
    $PQZSJHIU"MM3FTFSWFE


    View Slide

  183. ϥΠηϯεఆٛΛ͠ͳ͍
    ௨ৗͷஶ࡞෺
    $PQZSJHIU"MM3FTFSWFE


    ෳ੡ɺվมɺೋ࣍ར༻ɺ࠶഑෍Λ͢Δ৔߹ɺݪଇࣄલڐ୚͕ඞཁɻ

    View Slide

  184. View Slide

  185. ·ͱΊ
    w ॅॴʹཔΒͣɺҢ౓ ܦ౓Ͱਖ਼͘͠఻͑Δʂ

    w ৑௕ੑΛ֬อͯ͠ɺ৴པͷ͓͚Δϓϥοτ
    ϑΥʔϜʹΞʔΧΠϒΛʂʂ

    w ࣋ଓՄೳͳΦʔ
    ϓϯσʔλΛʂʂʂ

    View Slide

  186. View Slide

  187. ҏೳ஧ܟ͕
    ͜Μͳݴ༿Λ
    ࢒͍ͯ͠·͢ɻ

    View Slide

  188. View Slide

  189. า͚า͚
    ଓ͚Δ͜ͱͷ
    େ੾͞

    View Slide

  190. ࣗ෼Ͱௐࠪͨ͠σʔλ͸
    ࣋ଓՄೳͳσʔληοτͱͯ͠
    ࣍ͷੈ୅ʹ
    Ҿ͖ܧ͍Ͱ͍͖·͠ΐ͏ʂ

    View Slide

  191. View Slide

  192. Ұԯ૯ҏೳԽ

    View Slide

  193. ݹڮେ஍5BJDIJ'636)"4)*
    !NBQDPODJFSHF
    Ұԯ૯ҏೳԽ

    View Slide