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20230615_山口県デジタルツインフォーラム2023
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Taichi FURUHASHI
June 15, 2023
Education
0
280
20230615_山口県デジタルツインフォーラム2023
古橋発表資料
© mapconcierge, CC BY-SA 4.0
Taichi FURUHASHI
June 15, 2023
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Transcript
@ࢁޱݝσδλϧπΠϯϑΥʔϥϜ ݹڮେ ੨ࢁֶӃେֵֶ৽ٕज़ͱࣾձڞݚڀॴɾٿࣾձڞੜֶ෦ $SJTJT.BQQFST+"1"/ NBQPDPODJFSHF $$#:4" σδλϧπΠϯͰΔ ࣋ଓՄೳͳίϛϡχςΟͷະདྷ
l࣋ଓՄೳz
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@mapconcierge
IUUQTIEZDOFJTPOFPSH ."1DPODJFSHF
!NBQDPODJFSHF
!NBQDPODJFSHF
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1SPKFDU1-"5&"6 ຽ࿈ܞɿ%ࢢϞσϧͷඋɾ׆༻ଅਐʹؔ͢Δݕ౼Պձ ࠲
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ਤ
υϩʔϯඈͤΔ ਤ
ٿࣾձڞੜֶ෦ʛडݧੜԠԉϜʔϏʔ IUUQTZPVUVCFOY"G-VPGZ"
None
IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF
࠷ઌͷٕज़Λ ͲͷΑ͏ʹ ࣾձ࣮͍͔ͯ͘͠ ߦಈͰ͖Δਓࡐҭɻ
None
੨ֶͱ͍͑ Ӻ
IUUQTZPVUVCFOY"G-VPGZ"
ശࠜӺ
ശࠜӺͷ࠷େݟͤ
ശࠜӺͷ࠷େݟͤ lԟ࿏̑۠ࢁొΓz
࠷ઌͷࡾ࣍ݩਤͰ ശࠜӺΛ ͬͱ ໘ന͘Ͱ͖ͳ͍͔ʁ
None
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0QFO4USFFU.BQ ཧӃਤ .BQCPY(-+4
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"HFOEB σδλϧπΠϯͱ ܧଓతͳίϛϡχςΟͮ͘Γ ετʔϦʔςϦϯά ΫϥΠφͷࣄྫ
"HFOEB σδλϧπΠϯͱ ܧଓతͳίϛϡχςΟͮ͘Γ ετʔϦʔςϦϯά ΫϥΠφͷࣄྫ
None
σδλϧπΠϯ
σδλϧπΠϯ.JDIBFM(SJFWFT ϛγΨϯେֶ ͕ఏএͨ֓͠೦ 0SJHJOTPGUIF%JHJUBM5XJO$PODFQU IUUQTXXXSFTFBSDIHBUFOFUQVCMJDBUJPO@0SJHJOT@PG@UIF@%JHJUBM@5XJO@$PODFQU
ͱͱۀͰൃୡͨ֓͠೦͕ ࢢʹ֦ு͞Εͨ
IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM
IUUQTJOGPUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ
41 https://www.mlit.go.jp/plateau/learning/
(PPHMF&BSUIͱ Կ͕ҧ͏ͷ͔ʁ
ʮσδλϧπΠϯ ηϚϯςΟοΫʯ
44 https://www.mlit.go.jp/plateau/learning/
(PPHMF&BSUI ྺ࢙తʹ lσδλϧΞʔεzͷܥේ ͕ͩ ηϚϯςΟοΫલఏͰͳ͔ͬͨ
"MCFSU"SOPME(PSF+S IUUQTFOXJLJQFEJBPSHXJLJ"M@(PSF
IUUQXXX[IBOQJOHMJVPSHSFTFBSDIUFSSBJOWJT%JHJUBM&BSUIQEG
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.FUBWFSTF ϝλόʔε %JHJUBM5XJO σδλϧπΠϯ %JHJUBM&BSUI σδλϧΞʔε 3FBM 7JSUVBM ԿͰࣦഊͰ͖ΔγϛϡϨʔγϣϯڥ աڈͱݱࡏͷٿΛ࠶ݱ
σδλϧٿ্ّͰՄࢹԽ ΦϯϥΠϯͰՄࢹԽΛڞ༗ δΦηϯτϦοΫ ΞόλʔΦϦΤϯςου ʢΤΰηϯτϦοΫʣ 73ۭ͕ؒલఏɻϦΞϧۭؒͷ֦ுՄೳʢY3ʣ %ϚετͰͳ͍ ෳʢଟਓʣͷϢʔβʔͱަྲྀ ηϚϯςΟοΫͳࡾ࣍ݩۭؒϞσϧ ݱ࣮ੈքͷϑΟʔυόοΫ ΤΰηϯτϦοΫཁૉॏࢹ ਓؒͷײ֮ʢޒײʣ࠶ݱੑΛॏࢹ σδλϧπΠϯͱͷ࿈ܞՄೳ ϦΞϧͳཧۭؒใ ϦΞϧۭؒʹର͢Δ ϑΟʔυόοΫ ݱ࣮ੈքͷ ϞσϧԽ
50 https://www.mlit.go.jp/plateau/learning/
51 https://www.mlit.go.jp/plateau/learning/ ڠௐྖҬ 0QFO%BUB
52 https://www.mlit.go.jp/plateau/learning/ ڝ૪ྖҬ 1SPQSJFUBSZ
53 https://www.mlit.go.jp/plateau/learning/ ڝ૪ྖҬ 1SPQSJFUBSZ ڠௐྖҬ 0QFO%BUB
54 https://www.mlit.go.jp/plateau/learning/
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͔͠͠
ࠓͷຊ ʮΦʔ ϓϯσʔλʯ ఏڙऀ͕ ʮߦʯଆʹภΓ͍͗ͯ͢Δɻ
࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
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େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢ ࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
ྫ͑ 0QFO4USFFU.BQͷ߹
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ݸਓϘϥϯςΟΞ͕ ؤு͍ͬͯΔΑ͏ʹΈ͑Δ͚Ͳ
࣮ɺاۀ͔Βͷ ίϯτϦϏϡʔτ͕ େ͖ͳݪಈྗʹͳ͍ͬͯΔ
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF
IUUQPTNTUBUTOFJTPOFPSH JUFNNFNCFSTEBUF .BQQFST
࣮ࡍʹ ଟ͘ͷاۀ͕ӦརతͰ 0QFO4USFFU.BQσʔλΛ ׆༻͍ͯ͠Δɻ
None
൴Β୯ʹ ϑϦʔϥΠυ͍ͯ͠Δ͚ͩͰ ͳ͍
None
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େࣄͳ͜ͱͳͷͰ܁Γฦ͠·͕͢ ࢈ɾɾֶɾࢢຽ ͦΕͧΕ͕ؔΘΔ όϥϯε͕େࣄ
None
ݴ͏͚ͩͰ આಘྗ͕ͳ͍ͷͰʜ
ετϦʔτϏϡʔͷ ຽओԽ ͍ͬͯ·͢ɻ
ετϦʔτϏϡʔͱ͍͑
https://www.google.com/intl/ja/streetview/
Ͱ ✘༻ར༻ ✘ೋ࣍ར༻
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None
Φʔ ϓϯσʔλͳͷͰ ✔༻ར༻ ✔ೋ࣍ར༻
https://www.mapillary.com/360
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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
https://www.mapillary.com/app/?pKey=H8wioIgoZFucPG2B9un4zg&focus=photo&lat=34.772989&lng=138.015962&z=17
None
1.8B Num. of Street-level imageries in the world. https://www.mapillary.com (
2022ݱࡏ )
IUUQTXXXNBQJMMBSZDPN
https://www.mapillary.com/app/
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https://www.mapillary.com/app/
2 .2M Num. of Street-level imageries in Japan, by @mapconcierge
https://www.mapillary.com ( 2023/06/14 )
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ϑΥτάϥϝτϦʹΑΔ ࢢͷࡾ࣍ݩԽ
http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html
.- ػցֶश ʹΑΔը૾ࣝผ
http://blog.mapillary.com/update/2016/09/27/mapillary-joins-berkeley-deepdrive.html
None
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ిಈόΠΫͰ ौ୩ͷ࿏ཪΛ ܭଌதɻ
None
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ֵ ৽ ٕ ज़ ͱ ࣾ ձ ڞ ݚ
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ࢢຽࢀՃܕʹΑΔ σδλϧπΠϯ σʔλߋ৽ ϓϩηεྫ
132
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ࢢͷࡾ࣍ݩਤͷ ඞཁੑ
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%PS % ˣ % ͷϝϦοτ ͦΕ΄Ͳଟ͘ͳ͍
Ή͠ΖɺۭؒΛۉҰͳ݅Ͱ ੳ͢Δʹ όΠΞεͷ͔͔Βͳ͍ %ͷ΄͏͕͍͍ͯΔ߹͕ଟ͍
&HPDFOUSJD ΤΰηϯτϦοΫ ਓؒઢʢ'17 517ʜʣ (FPDFOUSJD δΦηϯτϦοΫ ਤઢ Φϧι Լࢹ +"-FWJOF
$.,PU[ /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO
&HPDFOUSJD ΤΰηϯτϦοΫ (FPDFOUSJD δΦηϯτϦοΫ +"-FWJOF $.,PU[ /&"5rOPOFYFSDJTFBDUJWJUZUIFSNPHFOFTJTrFHPDFOUSJDHFPDFOUSJDFOWJSPONFOUBMGBDUPSTWTCJPMPHJDBMSFHVMBUJPO ࠓ·Ͱͷ(*4ͷΞϓϩʔν
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ΤΰηϯτϦοΫͳ ۭؒͷଊ͑ํ ʲ࣮ྫʳ
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
ελδΦδϒϦ lৗࣝͷൣғzϥΠηϯε ݹڮՃච IUUQTXXXHIJCMJKQXPSLTDIJIJSPGSBNFHJEQJE
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δΦηϯτϦοΫͳ φϏͩͱ ઍਘ佂但ͷͱ͜Ζʹ ḷΓண͚ͳ͔ͬͨՄೳੑ͕ߴ͍
ٶ࡚ॣ δΦηϯτϦοΫͳφϏͰͳ͘ ؍٬͕ཧղ͍͢͠ ΤΰηϯτϦοΫͳදݱΛ બΜͩͷͰͳ͍ͩΖ͏͔
1-"5&"6ͷར༻ࣄྫ ΤΰηϯτϦοΫͳࢹ͕ଟ͍ IUUQTUXJUUFSDPN.JUBNB4BLVNBSVTUBUVT IUUQTUXJUUFSDPNOPSJUTVOFUTVOFTUBUVT IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTQSUJNFTKQNBJOIUNMSEQIUNM IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF IUUQTXXXNMJUHPKQQMBUFBVOFXTFSWJDF
IUUQTOFXTNZOBWJKQBSUJDMF
ࢢͷࡾ࣍ݩਤ͕࣋ͭՁΛ Ҿ͖ग़͢ʹ ΤΰηϯτϦοΫʹ ࢢΛΔࢹ͕ ॏཁͰͳ͍ͩΖ͏͔
ΤΰηϯτϦοΫ ਓ͚ؒͩͰͳ͘ ແਓػʢυϩʔϯʣΛؚΊͨ ϞϏϦςΟશൠʹ ͯ·Δ
ਓؒओମͷ ΤΰηϯτϦοΫͳ ࡾ࣍ݩਤσʔλ׆༻͕ ৽͍ࣾ͠ձΛ࡞Δɻ
ͦͷͨΊͷ ࡾ࣍ݩਤ ʢ܈ɾ%ࢢϞσϧɾࡾ࣍ݩۭؒ*%ʣ
σδλϧπΠϯͷ ຽओԽ
None
ΤΰηϯτϦοΫͳ ઢΛ࣋ͭ͜ͱͰ
ࢢͰੜ׆͢Δ ਓʑͷ ετʔϦʔΛओ؍తʹ ޠΔ͜ͱ͕Ͱ͖Δɻ
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None
None
ΫϥΠφةػ ʙ
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-JDFOTF ඇӦརతͰ͋Ε ڐෆཁͰࣗ༝ʹ͑Δʂ
͔͠͠ Ґஔใͷϝλσʔλ͕ͳ͍ʂ 1MBOFUଆ͍࣋ͬͯΔͷʹ ҙਤతʹܽམ͍ͤͯ͞Δɻ ʢ͓ͦΒ͘Ϗδωε্ͷʣ
୯ͳΔը૾
8IFSFJT l.:,0-"*7"*3#"4&z
None
ʮͲ͜ͰʯʮԿ͕ʯى͖͍ͯΔͷ͔ ਖ਼֬ʹ͑Δ͜ͱ (ۭؒใͷੳͰෆՄܽɻ
+1&(GJMF ,.-(SPVOE0WFSMBZ
+1&(GJMF ,.-(SPVOE0WFSMBZ ˠ,.;GJMFT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB
None
IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBUSFFNBJOTBUFMMJUFJNBHFSJFTUFNQ
IUUQTUXJUUFSDPNIXUOWTUBUVT
IUUQTUXJUUFSDPNIXUOW
ʴ
ʴ ˠ
IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JECFGDEDDFBFDBDGF
6LSBJOF(&0*/5 @hwtnv @mapconcierge
6LSBJOF(&0*/5 @hwtnv @mapconcierge @masurakusuo @ryomakom
0VSTPVSDFT
None
4BUFMMJUF*NBHFSJFT
%NPEFMT
7JEFPˠ1IPUPHSBNFUPSZ
IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JEGEEBBBEFEBB
IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JEGEEBBBEFEBB
None
None
6LSBJOF(&0*/5ͱͯ͠ ऩू͍ͯ͠Δใ 🔎ެ։͞ΕͨӴը૾ 🔎ެ։͞Εͨυϩʔϯը૾ 🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ 🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ 🔎ެ։͞Εͨ˃ύϊϥϚը૾
None
ใΛೖख͢Δ ʮ؍ྗʯ ʹ
ʹ04.࢝ऀͷ 4UFWF$PBTU͕ຊʹདྷͨͱ͖ʜ
ʮ0QFO4USFFU.BQ 00%"ϧʔϓΛ ͍͔ʹૉૣ͘ճ͔͕͢ॏཁͩʯ ൴͜͏ݴ͍·ͨ͠ɻ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"MPPQ +PIO#PZE IUUQTFOXJLJQFEJBPSHXJLJ00%"@MPPQ
00%"Ͱॏཁͳͷ 1MBO͕ͳ͍ͱ͍͏͜ͱɻ
େ·͔ͳ1MBO0SJFOU
େ·͔ͳ1MBO0SJFOU 1 % $ " 00%" 00%" 00%" 00%" 00%"
ʮ؍ྗʯΛߴΊΔʹ ؍ऀΛ૿͢
ʮ؍ྗʯΛߴΊΔʹ ؍ऀΛ૿͢ 0CTFSWBUJPOT 0CTFSWFST
ʮ؍ྗʯΛߴΊΔʹ ؍ऀΛ૿͢ ˠΫϥυιʔγϯά 0CTFSWBUJPOT 0CTFSWFST
IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS
None
͜ͷӴը૾͔ΒಡΈऔΕΔͷͳΜͰ͔͢ʁ
͜͜Ͳ͜ͳͷ͔ʁ
͜ͷը૾ϑΣΠΫͰͳ͍ͷ͔ʁ
ຊʹ࣮ࡏ͢Δͷ͔ʁ
6λʔϯཱମڮ
None
ࣹͷํ
͜ͷը૾ೆ͕ٯస͍ͯ͠Δ Ӵը૾Ͱ͋Δɻ
Ͱɺ(PPHMF&BSUIͰ ͜ͷॴ͕࣮ࡏ͢Δ͔ ֬ೝͯ͠Έ·͠ΐ͏ɻ
None
6λʔϯཱମڮ
None
ઌఔͷ6λʔϯཱମڮͱಉ͡ʁ
ͳʹ͔ҧ͏ʁʁʁ
None
6λʔϯཱମڮ
װ ઢ ಓ ࿏ ɾ Տ
װ ઢ ಓ ࿏ ɾ Տ Λ্ʹճస
͏Ұ (PPHMF&BSUIΛ֬ೝ
None
װઢಓ࿏ ɾ
None
͜ͷ6λʔϯཱମڮ (PPHMF&BSUIʹ ܝࡌ͞Ε͍ͯͳ͔ͬͨ
(PPHMF&BSUIʹ ܝࡌ͞Ε͍ͯͨӴը૾ ࡱӨͷݹ͍ͷ
͜ͷΑ͏ʹ ͻͨ͢Β Ӵը૾ͷҐஔΛಛఆ
ཧֶతͳ ੳํ๏ΛΈ߹ΘͤΔ͜ͱͰ ॴΛಛఆ
͜ΕΒͷஅͱ Ґஔิਖ਼ʢδΦϦϑΝϨϯεʣ Λߦ͍ ,.;ϑΝΠϧΛ (JU)VCʹެ։ɻ
ͳͥ,.;ϑΝΠϧͳͷ͔ʁ
ͳͥ,.;ϑΝΠϧͳͷ͔ʁ (PPHMF&BSUIͰ࡞ɾӾཡՄೳ ෳͷϑΝΠϧʹ͞Εͣɺ̍ͭͷ;*1ѹॖ͞ Εͨύοέʔδʹͳ͍ͬͯΔɻˠड͚͠ʹᴥᴪ͕ ੜ͡ʹ͍͘ˍϑΝΠϧαΠζѹॖલఏ ,.-ͷ༷ͱͯ͠؆қδΦϦϑΝϨϯεఆٛՄ ೳʢ##09ʴ3PUBUJPOʣ
IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB
ͳͥ(JU)VCͳͷ͔ʁ
ͳͥ(JU)VCͳͷ͔ʁ ެ։ઃఆͰ͋ΕແঈͰແظݶͰར༻Մೳ σʔλஔ͚ͩͰͳ͘λεΫཧσΟεΧο γϣϯߦ͑Δ ֎෦ͷڠྗऀ͕ఏҊʢ1VMM3FRVFTUʣΛߦ͑Δ
ಉ࣌ʹ 5XJUUFS 'BDFCPPLͰ ใެ։
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
ଉΛٵ͏Α͏ʹ (JU)VCͱ5XJUUFS ͏ͷɻ
͢Δͱ ࣗવͱ͕ؒू·Γ·͢ɻ
IUUQTUXJUUFSDPNIXUOWTUBUVT
IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBQVMMT RJT"QS JT"DMPTFE
େࣄͳ͜ͱͳͷͰ ܁Γฦ͠·͢ɻ
ଉΛٵ͏Α͏ʹ (JU)VCͱ5XJUUFS ͏ͷɻ
ެ։ͨ͠σʔλ
(PPHMF&BSUIͰ ϓϩοτͰ͖Δ͜ͱͰ ༷ʑͳੳʹͭͳ͕Δ
ΩʔϑʢΩΤϑʣͷத৺෦·Ͱ Ͳͷ͘Β͍ͷڑͳͷ͔ʁ
None
None
ఆྔతͳੳ ٬؍తͳஅʹ༗ޮɻ
ߋʹ ੑΛ֬อ͢ΔͨΊ
$&4*6.JPOͰެ։
None
ετʔϦʔςϦϯά ͔͜͜Β͕ຊ൪
IUUQTNBQDPODJFSHFHJUIVCJP6LSBJOFEBUB
$&4*6.JPO ετʔϦʔςϦϯά͕ ಘҙ
IUUQTJPODFTJVNDPNTUPSJFTWJFXFS JEGDEFFEDDC
IUUQTEWJFXUPLZPEJHJUBMUXJONFUSPUPLZPMHKQ
1-"5&"67*&8 3F&BSUIϕʔεʹΓସΘΓ ετʔϦʔςϦϯάػೳ͕ ॱ֦࣍ுத
IUUQTQMBUFBVWJFXNMJUHPKQ
1-"5&"67*&8 3F&BSUIϕʔεʹΓସΘΓ ετʔϦʔςϦϯάػೳ͕ ॱ֦࣍ுத
େࣄͳ͜ͱ ͜ΕΒͷετʔϦʔ͕ 1FSNBMJOL63-Λ ϫϯΫϦοΫͰͪΌΜͱ։͚Δ͜ͱ
IUUQTQMBUFBVWJFXNMJUHPKQ TIBSFIZOEYBTTHRLRKH[OBIU
σδλϧπΠϯͷຽओԽʹ ʮετʔϦʔςϦϯάʯ ʮ1FSNBMJOL63-ʯ ͕ඞਢ
ͦͯ͠ ݱ࣮ੈք ͔ͬ͠Γͱ ϑΟʔυόοΫ͢Δ
IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM
IUUQTXXXEJHJUBMTFSWJDFNFUSPUPLZPMHKQTPDJFUZEJHJUBMUXJOIUNM
None
݄ ւ࠭ࡂ
ւࢢͱ ࡂڠఆక͍݁ͯ͠ͳ͔ͬͨɻ
ͷؾ݅ ௨ৗͷυϩʔϯ ӡ༻͍͠ɻ ʢશఱީܕυϩʔϯ͕ඞཁʣ
ؔऀ͔Β l੩Ԭ܈αϙʔτνʔϜʹ Λ͔͚ΒΕΔɻ
IUUQXXXQSFGTIJ[VPLBKQBMMLJTIBOTGDECGEGFBFDFFBCD 0QFO%PDVNFOU
࠷ऴతʹ l੩Ԭ܈αϙʔτνʔϜz ͱͯ͠ ໊ࢀՃɻ
None
None
None
݄ ʹ ੩Ԭݝ͕υϩʔϯʹΑΔ ಈըࡱӨ
݄ ʹ ੩Ԭ܈αϙʔτνʔϜ͕ ղੳॲཧΛ࣮ࢪ
݄ ޕલʹ ΦϧιϞβΠΫը૾ͳͲ ϑΥτάϥϝτϦղੳ݁ՌΛ ڞ༗४උ
None
݄ ޕޙʹ (ۭؒใηϯλʔ্Ͱެ։ɻ ˍ
IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFUBUBNJJ[VTBOTIJ[VPLBQSFG
IUUQTYWJFXCPTBJHPKQWJFXJOEFYIUNM BQQJEGGGGDECCCFBGBG
݄ʙ ੩Ԭݝͱຽؒۀऀ͕࿈ܞͯ͠ ඃࡂͷۭࡱɾϨʔβʔܭଌΛ࣮ࢪɻ ɹɾ੩Ԭݝ͇᷂౦ ɹɾ੩Ԭݝ͇᷂ΠϯσΟʔωοτϫʔΫ
੩Ԭݝͷσʔλ ͯ͢Φʔ ϓϯσʔλͱͯ͠ެ։ʂ ˍ
ΦʔϓϯσʔλԽ͞ΕͨσʔλΛ ੩Ԭ܈αϙʔτνʔϜ͕ ࣍ʑͱੳɺମੵܭࢉͳͲ ఆྔԽ͞Εͨใͱͯ͠ ੩ԬݝʹϑΟʔυόοΫ
IUUQTHJUIVCDPNDSJTJTNBQQFSTKBQBOBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS
IUUQTDSJTJTNBQQFSTKBQBOHJUIVCJPBUBNJJ[VTBOWTIJ[VPLBVBW@MJEBS
ͦͷޙ ଓʑͱ(ۭؒใηϯλʔʹ ֤৫ͷσʔλ͕ެ։ʂ ݄ւࢢੴྲྀࡂ 5"(
IUUQTXXXHFPTQBUJBMKQDLBOEBUBTFU UBHT&##&$&#&##&#&$'&'#&#&#%&"&#
੩Ԭ܈αϙʔτνʔϜ͕ ػೳͨ͠ཧ༝ ීஈ͔ΒͷίϛϡχςΟ׆ಈ 0QFOCZ%FGBVMUͷจԽ 4/4ʹΑΔޮతͳӡ༻
ল ͬͱૣ͘ެ։Ͱ͖ͨͣɻ ൃࡂʹެ։͢ΔͨΊͷ࢈ֶͷࡂ ରԠίϛϡχςΟ࿈ܞɻ ఆྔੳͷܭࢉख๏Φʔ ϓϯԽ Φʔ ϓϯͳσδλϧπΠϯσʔλͷ֦ॆ
IUUQTUPHFUUFSDPNMJ
෭ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗɺ͕࣌ม Θͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦඈ ͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ؒ ͰݟΒΕΔɻͦΕΛݝி৫Ͱແ͘֎ͷํʑ ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓϯʹ͠ ͯɺ͜Μͳࣄ͕ग़དྷΔͱͬͯԼ͞Δํʑ ͍ͬͺ͍ɻʯ
෭ࣄ ʮΦʔϓϯσʔλͷॏཁੑɻࢲࣗɺ͕࣌ มΘͬͨͳͱ௧ײɻ࣌ؒͰग़ͯ͘ΔɻϔϦ ඈͳ͍͔Βυϩʔϯۭࡱͯ͠σʔλղੳ࣌ ؒͰݟΒΕΔɻͦΕΛݝி৫Ͱແ͘֎ͷ ํʑ͕αϙʔτͯ͠Լ͞ΔɻσʔλΛΦʔϓ ϯʹͯ͠ɺ͜Μͳࣄ͕ग़དྷΔͱͬͯԼ͞Δ ํʑ͍ͬͺ͍ɻʯ
ຊͷҙຯͰͷ ɹʮ0QFOCZ%FGBVMUʯ ࣾձ
ਤͷຽओԽ ετϦʔτϏϡʔͷຽओԽ ߤۭࣸਅͷຽओԽ σδλϧπΠϯͷຽओԽ
ଟ༷ͳࢢͷΦʔ ϓϯσʔλ͕ όϥϯεྑ͘ ఏڙɾߋ৽͞ΕΔ͜ͱͰ ॅΈ͍͢ࢢ͕࣮ݱͰ͖Δɻ
None
ͦͯ͠
ΦʔϓϯͰ͋Δ͔Βͦ͜ ʮܧଓੑʯ͕ੜ·Ε·͢ɻ
ߦ͚ͩʹґଘ͠ͳ͍ όϥϯεͷྑ͍ Φʔ ϓϯσʔλͷΤίγεςϜ͕ ࣋ଓՄೳͳ ίϛϡχςΟΛΓ·͢ɻ
None
None
ɹ า ͚ า ͚ɺ ଓ ͚Δ ͜ ͱ ͷ
େ ͞ ɻ “ Just keep walking, persistence paid off ” by Tadataka INO
ΈΜͳ͕ ࠓΑΓ͏Ұา σʔλΛڞ༗͢ΔΑ͏ʹͳͬͨΒ
ੈքͬͱ ྑ͘ͳΔͱ৴ͯ͡·͢ɻ
Ұԯ૯ҏೳԽ
@mapconcierge
None
None
None
ͱ͘ʹ (JU)VCʮਓྨͷʯͱͯ͠ ۃݍͷԼʹ શσʔλΛΞʔΧΠϒ ʢҎ্ͷอଘʣ
None
None
IUUQTBSDIJWFQSPHSBNHJUIVCDPNBSDUJDWBVMU
"SDUJD$PEF7BVMU ެ։ϨϙδτϦͷΈରͰ͕͢ɺ (JU)VCͱ͍͏ձࣾͷ͕࢟ ཧղͰ͖Δͱࢥ͍·͢ɻ
IUUQTHJUIVCDPNNBQDPODJFSHF