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ᮾ໭኱Ꮫ䝃䜲䝞䞊䝃䜲䜶䞁䝇䝉䞁䝍䞊◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ᧙బ䚷᫛⿱

ᮾ໭኱Ꮫ䝃䜲䝞䞊䝃䜲䜶䞁䝇䝉䞁䝍䞊䚽 ㉺ᮧ ಇ୍

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ⅏ᐖ䝺䝆䝸䜶䞁䝇ඹ๰䝉䞁䝍䞊㘵Ᏺ䚷┤ᶞ᪥ᮏ㟁Ẽᰴᘧ఍♫ᐁබ䝋䝸䝳䞊䝅䝵䞁஦ᴗ㒊㛛ྜྷ㔝䚷₶Ꮚ᪥ᮏ㟁Ẽᰴᘧ఍♫ᐁබ䝋䝸䝳䞊䝅䝵䞁஦ᴗ㒊㛛℧ᕝ 㝧ᖹ᪥ᮏ㟁Ẽᰴᘧ఍♫ᐁබ䝋䝸䝳䞊䝅䝵䞁஦ᴗ㒊㛛బ⸨䚷ెᙪNEC䝋䝸䝳䞊䝅䝵䞁䜲䝜䝧䞊䝍ᮾ໭ᨭ♫ᮇ䚷㛫௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥

⤒㈝950,000෇◊✲䛾ᴫせᕧ኱⅏ᐖⓎ⏕᫬䛻䛿⅏ᐖ䛻㛵䛩䜛᝟ሗ䛾✵ⓑ໬䜔᩿∦໬䛜Ⓨ⏕䛩䜛䠊䛭䛧䛶⿕⅏඲య䛾ᢕᥱ䛜ᅔ㞴䛻䛺䜚䠈⅏ᐖึᮇᑐᛂ䛻㐜䜜䛜⏕䛨䜛䠊ᮏ◊✲䛿䠈䝅䝭䝳䝺䞊䝅䝵䞁䜔䠝䠥䜢ά⏝䛧䠈✵ⓑ໬䞉᩿∦໬䛥䜜䛯᝟ሗ䛾⿵᏶䠈䛥䜙䛻䛿⿕⅏䜢ཷ䛡䛯ᆅᇦ䛾♫఍ືែ䜢䛂ඛㄞ䜏䛃䛩䜛⅏ᐖ䝕䝆䝍䝹䝒䜲䞁䠄Disaster Digital
Twin for National Resilience(DDT4NR)䠅䛾ㄪᰝ◊✲䜢⾜䛖䜒䛾䛷䛒䜛䠊ᮏᖺᗘ䛿DDT4NR䜢ᐇ⌧䛩䜛䛯䜑䛾せ௳䜢᳨ウ䛧䛯䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝᮏ◊✲䛷䛿䠈⅏ᐖⓎ⏕᫬䛻DDT4NR䛜ᢅ䛖⌧㇟䠈஦㇟䠈䝕䞊䝍ཬ䜃ᶵ⬟䛾᳨ウ䜢⾜䛔䠈䝅䝇䝔䝮ᐇ⌧䛻ྥ䛡䛯せ௳䜢ᐃ䜑䛯䠊ලయⓗ䛻䛿䠈ᑐ㇟䛸䛩䜛⅏ᐖ䜢ὠἼ⅏ᐖ䜢䛿䛨䜑䛸䛩䜛኱つᶍ⅏ᐖ䛸䛧䠈ᙜ◊✲䜾䝹䞊䝥䛜㛤Ⓨ䜢㐍䜑䛶䛔䜛䝸䜰䝹䝍䜲䝮ὠἼᾐỈ⿕ᐖ᥎ィ䝅䝇䝔䝮䜢ᇶ┙ᶵ⬟䛸䛧䛶DDT4NR䜢㛤Ⓨ䛩䜛䛣䛸䛸䛧䛯䠊
ᅗ䠍䛜ᑐ㇟䛸䛩䜛⌧㇟䛸஦㇟䛷䛒䜛䠊Ⓨ⅏᫬䛾⥭ᛴฎ⌮䛸䛧䛶䝸䜰䝹䝍䜲䝮ὠἼᾐỈ⿕ᐖ᥎ィ䝅䝇䝔䝮䛜⾜䛳䛶䛔䜛䛂ᾐỈண 䛃䛸䛂⿕ᐖண 䛃䠄ᘓᒇ⿕ᐖ䛸⿕⅏⪅ᩘண 䠅䛻䛂㑊㞴ㄏᑟ䛃䠈䛂ᩆ᥼ᨭ᥼䛃䠈䛂ᩆㆤᨭ᥼䛃䜢DDT4NR䛾ᶵ⬟䛸䛧䛶ᐇ⿦䛩䜛䛣䛸䛸䛧䠈⅏ᐖⓎ⏕᫬䛾ึᮇᑐᛂ䛾᝟ሗ䜢Ⓨಙ䛩䜛䠊ᑐ㇟䛸䛩䜛⮬↛⌧㇟䛿䜿䞊䝇䝇䝍䝕䜱䛸䛧䛶ὠἼ䛻㛵䜟䜛⌧㇟䛛䜙䝅䝇䝔䝮໬䜢⾜䛔䠈㝶᫬䠈௚䛾ᾏ㇟䠈Ẽ㇟䠈ⅆᒣ➼䛻ᣑ኱䜢⾜䛳䛶䛔䛟䠊䜎䛯䠈♫఍ᙳ㡪䞉♫఍ືែ䛻䛴䛔䛶䛿䠈ᇶ┙ⓗ㜵⅏᝟ሗὶ㏻䝛䝑䝖䝽䞊䜽SIP4D䛾
௙ᵝ䠈⮬἞య䛾㜵⅏ィ⏬ཬ䜃㜵⅏ⓑ᭩䛛䜙ྲྀ䜚ᢅ䛖᝟ሗ䜢㑅ᐃ䛧䛯䠊ᅗ䠎䛜DDT4NR䛾ᴫᛕᅗ䛷䛒䜚䠈3䛴䛾ᒙ䛛䜙ᵓᡂ䛩䜛䛣䛸䛸䛧䛯䠊䛣䜜䜙䠏䛴䛾ᒙ䛿䠈䝅䝭䝳䝺䞊䝅䝵䞁䜔AIᢏ⾡䜢ά⏝䛧䛶⅏ᐖ஦㇟䜢ண 䛩䜛䜒䛾䛷䛒䜛䠊䝝䝄䞊䝗ᒙ䛿䝝䝄䞊䝗䝅䝭䝳䝺䞊䝅䝵䞁䜢⏝䛔䛶⅏ᐖ䛾つᶍ䜔≧ἣ䜢ண 䛩䜛䜒䛾䛷䛒䜛䠊♫఍ᙳ㡪ண ᒙ䛿䛭䛾⅏ᐖ䛻䜘䜛♫఍ᙳ㡪䜔♫఍཯ᛂ䜢䜶䞊䝆䜵䞁䝖䝰䝕䝹➼䜢ά⏝䛧䛶ண 䛩䜛䠊䛭䛧䛶䠈᭱㐺ᑐᛂᒙ䛿AI䜔㔞Ꮚ䜰䝙䞊䝸䞁䜾ᢏ⾡䜢⏝䛔䛶䠈⅏ᐖ䛾ᙳ㡪䜢㍍ῶ䛩䜛ᑐ⟇䜔ᑐᛂ䜢ᥦ᱌䛩䜛䠊䛣䜜䜙䠏䛴䛾ᒙ䜢᫬䚻้䚻䛸ኚ䜟䜛≧ἣ䛻ᛂ䛨䛶ά⏝䛩䜛䛣䛸䛻䜘䛳䛶䝺䝆䝸䜶䞁䝇䛾᭱኱໬䜢ᅗ䛳䛶䛔䛟䜒䛾䛷䛒䜛䠊ᅗ䠏䛜DDT4NR䛾ᶵ⬟㛵㐃ᅗ䛷䛒䜛䠊ධຊ䝕䞊䝍䛸䛺䜛䛂ᆅ⌫ほ 䝕䞊䝍䛃䛾௦⾲ⓗ䛺䜒䛾䛿䠈Ẽ㇟ᗇ䛾⥭ᛴᆅ㟈㏿ሗ䠈ᆅ㟈᝟ሗ䠈ὠἼ᝟ሗ䠈ᅜᅵᆅ⌮㝔䛾REGARD䠈 ‴ᒁ䛾NOWPHAS䜔JAXA䛾⾨ᫍ⏬ീ䛺䛹䛷䛒䜛䠊䜎䛯䠈♫఍ືែ䝕䞊䝍䛿SIP4D䠈PLATEAU䠈G✵㛫᝟ሗ䝉䞁䝍䞊➼䛾䝕䞊䝍䜔䠈ᨻᗓ䞉⮬἞య䠈බඹᶵ㛵䛜බ⾲䛩䜛䝕䞊䝍䠈䛥䜙䛻ᦠᖏ➃ᮎ䛾᝟ሗ䜢ά⏝䛧䛯ேὶ䝕䞊䝍䜔SNS䛾䝕䞊䝍䛺䛹䛷䛒䜛䠊䛣䜜䜙䝕䞊䝍䜢ά⏝䛧䛶ྛ✀䝅䝭䝳䝺䞊䝅䝵䞁䜔AI䝰䝕䝹䜢䝸䜰䝹䝍䜲䝮䛻ฎ⌮䜢⾜䛖ᵓᡂ䛻䛺䛳䛶䛔䜛䠊䛣䜜䜙䝅䝭䝳䝺䞊䝅䝵䞁䜔AI䝰䝕䝹䛿௒ᚋ䛾Ⓨᒎ䛜ぢ㎸䜎䜜䜛䜒䛾䛷䛒䜚䠈㝶᫬䠈᪂䛧䛔䜒䛾䜢ྲྀ䜚ධ䜜䜛䛣䛸䛜䛷䛝䜛䜘䛖䛻䝅䝇䝔䝮ᵓᡂ䜢⪃䛘䛶䛔䛟ணᐃ䛷䛒䜛䠊ᮏᖺᗘ䛾◊✲䜢䜒䛸䛻≉チฟ㢪䜢‽ഛ䛧䛶䛚䜚䠈ᘚ⌮ኈ䛸ฟ㢪᭩㢮䛾‽ഛ䜢⾜䛳䛶䛔䜛䠊䜎䛯䠈᮶ᖺᗘ䛿௒ᖺᗘ⾜䛳䛯せ௳䜢䜒䛸䛻䝅䝇䝔䝮タィ䜢⾜䛖ணᐃ䛷䛒䜛䠊ᅗ⾲ਦ̏ ଲেͳͤΖࣆেਦ̐ ֕೨ਦਦ̑ ‫ؽ‬೵‫ؖ‬࿊ਦ䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദ
2023ᖺ3᭶11᪥䠈䝅䞁䝫䝆䝳䞊䝮䠈ᅜ㝿䠈ᑐ㇟⪅䠄◊✲⪅䠈ᕷẸ䠅䠈➨3ᅇୡ⏺㜵⅏䝣䜷䞊䝷䝮䝉䝑䝅䝵䞁[S14}㜵⅏⥲ྜ▱䛾᥈ồ䠈䛂⅏ᐖ⛉Ꮫ䛻䛚䛡䜛⥲ྜ▱䛃䠈䛂⥲ྜ▱䛾ά⏝䛻䜘䜚⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䜢䛹䛖ᐇ⌧䛩䜛䛛䛃䜢䝯䜲䞁䝔䞊䝬䛸䛧䛶㜵⅏⥲ྜ▱䛾᥈ồ䛸ά⏝䛻ྥ䛡䛯᪂䛯䛺ᒎᮃ䜢ᣅ䛟䛣䛸䜢┠ⓗ䛻㛤ദ䠈ཧຍ⪅⣙200ྡ䠊
2023ᖺ1᭶23᪥䠈◊✲఍䠈ᅜෆ䠈ᑐ㇟⪅䠄◊✲⪅䠈♫఍ே䠅䠈䝸䜰䝹䝍䜲䝮ὠἼᏛ◊✲఍䠈⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻䛿䝸䜰䝹䝍䜲䝮䛻ὠἼ⿕⅏≧ἣ䜢ண 䛧䠈ᑐᛂ⟇䛾ᥦ♧䛜㔜せ䛷䛒䜛䠊᭱᪂䛾◊✲≧ἣ䜢ᅜෆ䛾◊✲⪅䜔ᢏ⾡⪅䛸ඹ᭷䠈㆟ㄽ䛩䜛䛣䛸䜢┠ⓗ䛻㛤ദ䠈ཧຍ⪅26ྡ䠊ྜィ䠄䚷2䚷䠅௳⅏ᐖ䝕䝆䝍䝹䝒䜲䞁䛾㛤Ⓨ䛻㛵㐃䛩䜛◊✲◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼᪥ᮏᾏ⁁ᆺᆅ㟈䛻క䛖ὠἼ䛾䝸䜰䝹䝍䜲䝮䝸䝇䜽ホ౯䡚ඵᡞᕷ䜢ᑐ㇟䛸䛧䛯䝺䝆䝸䜶䞁䝇ᙉ໬䛾䛯䜑䛾஦౛᳨ド䡚

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ඵᡞᕤᴗ኱Ꮫ ኱Ꮫ㝔ᕤᏛ◊✲⛉◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 㧗℩ៅ௓

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ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ䚽 㔝ᮧ᛭ె

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᑎ⏣㈼஧㑻ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ᳃ཱྀ࿘஧ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤḈᗞ 㞞᫂᪥ᮏᕤႠᰴᘧ఍♫䠄⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤවົ䠅㔝ᓥ ࿴ஓ᪥ᮏᕤႠᰴᘧ఍♫䠄⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤවົ䠅እ㔛೺ኴඵᡞᕤᴗ኱Ꮫ䠄⏦䛧㎸䜏᫬䛾ᡤᒓ䠖ᮾ໭኱ᏛᕤᏛ◊✲⛉ᅵᮌᕤᏛᑓᨷ
䠄ィ⟬Ᏻ඲ᕤᏛ◊✲ศ㔝ᡤᒓ䠅䠅㣕ᙕ㔝ኊ┿ᮾ໭኱ᏛᕤᏛ◊✲⛉ᅵᮌᕤᏛᑓᨷ䠄ィ⟬Ᏻ඲ᕤᏛ◊✲ศ㔝ᡤᒓ䠅

ⰾ㈡㯞⏤⨾ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥

⤒㈝589,900෇◊✲䛾ᴫせᮏ◊✲䛷䛿ඵᡞᕷ䜢ᑐ㇟䛻䠈㏆䛔ᑗ᮶く᮶䛜᝿ᐃ䛥䜜䜛䛔䛟䛴䛛䛾ᆅ㟈䞉ὠἼ䝅䝘䝸䜸䛻䛴䛔䛶䝅䝭䝳䝺䞊䝅䝵䞁䜢⾜䛔䠈䛣䜜䜙䜢ධຊ䝕䞊䝍䝧䞊䝇䛸䛧䛯㏲ḟ᭦᪂ᆺ䝸䜰䝹䝍䜲䝮ὠἼ䝸䝇䜽ணᡭἲ䜢㐺⏝䛩䜛䠊ἢᓊ㒊ᾐỈ䝸䝇䜽ண ⤖ᯝ䜢XGISୖ䛻ᐇ⿦䛧䠈ྍど໬䛩䜛䛣䛸䛷䠈ὠἼ䝸䝇䜽䛾ぢ䛘䜛໬䜢⾜䛖䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝෆ㛶ᗓ䛜බ㛤䛧䛶䛔䜛᪥ᮏᾏ⁁䝰䝕䝹䠄䜿䞊䝇䐟䠈䐠䠅䛭䜜䛮䜜䜢⏝䛔䛶䝅䝭䝳䝺䞊䝅䝵䞁䜢⾜䛔䠈බ㛤䛥䜜䛶䛔䜛⤖ᯝ䛸ྠ⛬ᗘ䛾᭱㧗ὠἼ㧗䛥䛜ඵᡞᕷ䛻฿㐩䛩䜛䛣䛸䜢☜ㄆ䛧䛯䠊⌧ᅾ䠈᝿ᐃ䛥䜜䜛ᆅ㟈䞉ὠἼ䝅䝘䝸䜸䜢」
ᩘ⏝ព䛧䠈䝕䝆䝍䝹䝒䜲䞁䜢ᵓ⠏䛩䜛䛯䜑䠈S-net䛾䝫䜲䞁䝖䛷䛾Ἴᙧ䝕䞊䝍䛾సᡂ䠈䛚䜘䜃䠈㏲ḟ᭦᪂ᆺὠἼ䝸䝇䜽ホ౯ᡭἲ䜢⾜䛖䛯䜑䛾Ἀྜ䛷䛾ほ Ⅼ䛷䛾䝕䞊䝍཰㞟䜢⾜䛳䛯䠊䛣䜜䛻䜘䜚䠈䝕䝆䝍䝹䝒䜲䞁䛾ᵓ⠏䛻㔜せ䛸䛺䜛ᇶ♏ⓗ䛺䝕䞊䝍タᐃ䛜ᩚഛ䛥䜜䛯䠊ᅗ⾲⅏ᐖ䝕䝆䝍䝹䝒䜲䞁䛾㛤Ⓨ䛻㛵㐃䛩䜛◊✲◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼ேཱྀືែᢕᥱ䛸ணⓎ䛾䛯䜑䛾ேὶ䝕䝆䝍䝹䝒䜲䞁䛾㛤䝬䝇䚷䜶䝸䝑䜽䚷

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995,000෇ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 䝬䝇䚷䜶䝸䝑䜽ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ䚽 ㉺ᮧಇ୍

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ∦㇂䚷ಙ἞

ESRI䝆䝱䝟䞁ᰴᘧ఍♫䞉ඛ➃ᢏ⾡㛤Ⓨ䜾䝹䞊䝥᱓ཎ䚷┤㐨

ESRI䝆䝱䝟䞁ᰴᘧ఍♫䞉ඛ➃ᢏ⾡㛤Ⓨ䜾䝹䞊䝥⮻⏣ ⿱୍㑻

㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䞉㜵⅏᝟ሗ◊✲㒊㛛Ṋ⏣䚷ⓒྜᏊ

ᮾ໭኱Ꮫ䞉⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせᮏ◊✲䛷䛿䠈୺䛻‽䝸䜰䝹䝍䜲䝮䛷ὶ㏻䛩䜛ேὶ䝕䞊䝍䜢ά⏝䛧䛶䠈ᖹ᫬䞉⅏ᐖ᫬䛻㛵䜟䜙䛪⥅⥆ⓗ䛻ேཱྀືែ䜢ᢕᥱ䛧䠈⅏ᐖ䜔኱つᶍ䜲䝧䞁䝖➼䛻䜘䜛ேཱྀືែ䛾ᛴኚ䠄Anomaly䠅䜢᳨ฟ䛧䠈⅏ᐖ㐣⛬䛾ᢕᥱ䜔♫఍ືែ䛾ண 䞉ᢕᥱ䜢⾜䛖䛯䜑䛾䝕䝆䝍䝹䝒䜲䞁䜢᪂䛯䛻㛤Ⓨ䛩䜛䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ䝰䝞䜲䝹✵㛫⤫ィ(MSS)䝕䞊䝍䜢‽䝸䜰䝹䝍䜲䝮䛷ฎ⌮䛩䜛䛯䜑䛾䝕䞊䝍཰㞟䝅䝇䝔䝮䜢㛤Ⓨ䛧䛯䚹䝕䞊䝍䛾㞃䜜䛯䝟䝍䞊䞁䜢ྵ䜐᝟ሗ䛾ᛶ㉁䜢ྍど໬䛧⌮ゎ䛩䜛䛯䜑䛾䜰䝹䝂䝸䝈䝮䛾䝒䞊䝹䝪䝑䜽䝇䜢㛤Ⓨ䛧䛯䚹␗ᖖ᳨▱䛸ேཱྀᭀ㟢᥎ᐃ䛾䛯䜑䛾᫬⣔ิศᯒ䜢㐺⏝䛧䛯䚹䛭䛾⤖ᯝ䚸䝸䜰䝹䝍䜲䝮䛾䝰䝙䝍䝸䞁䜾䜔ண 䜈䛾ᛂ⏝䛜ྍ⬟䛷䛒䜛䛣䛸䛜䜟䛛䛳䛯䛜䚸䝕䞊䝍䛾✵㛫ⓗឤᗘ䛿௒ᚋ䛾◊✲ㄢ㢟䛸䛧䛶ṧ䛥䜜䛶䛔䜛䚹䛣䛾䝥䝻䝆䜵䜽䝖䛾ᡂᯝ䛿䚸ே䛾⛣ື᝟ሗ䜢ᚲせ䛸䛩䜛䝕䝆䝍䝹䝒䜲䞁䛾◊✲㛤Ⓨ䛻MSS䝕䞊䝍䜢ά⏝䛩䜛䛣䛸䜢ಁ㐍䛩䜛䜒䛾䛷䛒䜛䚹ᅗ⾲᫬⣔ิࢹ࣮ࢱ࡜ࡋ࡚ࡢ⣧ࣜ࢔ࣝࢱ࢖࣒ࡢ␗ᖖ᳨▱ࡢ౛㸦⚟ᓥᆅ㟈࣭ர⌮⏫ࡢ㑊

3\WKRQ࡜$UF*,6ࢆ౑ࡗࡓ࢖ࣥࢱࣛࢡࢸ࢕ࣈ࡞ࢲࢵࢩ࣮ࣗ࣎ࢻ࡛኱㔞ࡢ✵㛫࣭ࣁࢨ࣮ࢻ࣐ࢵࣉ࡟ᇶ࡙ࡃṇつ㸦D㸧࡜୙ᐃᮇ㸦D㸧ࡢᑐ㇟࢚ࣜ࢔ᢳฟࡢ

ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ
Hashimoto, M., Mas, E., Egawa, S., Sano, D. & Koshimura, S. (2022). Flood Hazard-Based Evacuation
Curve Using Mobile Spatial Statistics. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4271169
Hachiya, D., Mas, E. & Koshimura, S. (2022). A Reinforcement Learning Model of Multiple UAVs forTransporting Emergency Relief Supplies. Applied Sciences, 12(20), 10427.
https://doi.org/10.3390/app122010427
Ꮫ⾡ㄽᩥ䚷ྜィ䠄2䠅⦅ேὶ䝕䞊䝍䜢ά⏝䛧䛯♫఍ືែ䛾ゎ᫂䛻㛵䛩䜛◊✲◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼㛗ᮇ໬䛧䛯COVID-19䝟䞁䝕䝭䝑䜽䛻䜘䜛ᚰ⌮ⓗ㡪䛻䛴䛔䛶䛾ᆅᇦ≉ᛶ䛾᳨ウ
ዟᒣ䚷⣧Ꮚ

ᙳ ◊✲
ㄢ㢟

(3)

⫋ྡ

ຓᩍ

ᮾ໭኱Ꮫ⑓㝔䝸䝝䝡䝸䝔䞊䝅䝵䞁⛉◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ዟᒣ䚷⣧Ꮚᮾ໭኱Ꮫ⑓㝔䚷䝸䝝䝡䝸䝔䞊䝅䝵䞁⛉䚽 㛛ᘔ䚷඘ౝ

ᮾ໭኱Ꮫ ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ ᆅ㟈ὠἼ䝸䝇䜽ホ౯䠄ᮾிᾏୖ᪥ື䠅
㝃◊✲㒊㛛

⚟⏣䚷㞝
ᮇ䚷㛫

ᐤ

䝜䞊䝖䝹䝎䝮ΎᚰዪᏊ኱Ꮫ
௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥⤒㈝500,000ԃ◊✲䛾ᴫせCOVID-19ឤᰁ⑕ὶ⾜ᚋ䠈䛣䜜䜎䛷⏦ㄳ⪅䜙䛿ᚰ⌮ⓗᙳ㡪䛻㛵䛩䜛Webㄪᰝ䜢ィ5ᅇ⾜䛳䛶䛝䛯䠊ᮏ◊✲䛷ᐇ᪋䛧䛯Webㄪᰝ䠄2022ᖺ8᭶31᪥-9᭶1᪥䠈➨6Ἴ䝢䞊䜽䜰䜴䝖┦ᙜ䠅䛾⤖ᯝ䜢ຍ䛘䠈㛗ᮇ໬䛧
䛯COVID-19ឤᰁ⑕ὶ⾜ୗ䛻䛚䛡䜛䝯䞁䝍䝹䝦䝹䝇䛾⦪᩿◊✲䜢⾜䛳䛯䠊ᚓ䜙䜜䛯⤖ᯝ䛸ேὶ䝕䞊䝍䛻䜘䜛ᆅᇦ≉ᛶ䛸䛾㛵㐃䛾ᇶ♏᳨ウ䜢⾜䛔䠈ᆅᇦ≉ᛶ䛻༶䛧䛯䝯䞁䝍䝹䝦䝹䝇䛾ᨵၿⅬ䜢ᩚ⌮䛧䛯䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ(1)䛣䜜䜎䛷5ᅇ⾜䛳䛯Webㄪᰝ䛻ຍ䛘䠈ᮏ䝥䝻䝆䜵䜽䝖䛷䛿➨6ᅇ┠䛾ㄪᰝ䜢⾜䛳䛯䠊ㄪᰝ᫬ᮇ䠄2022
ᖺ8᭶31᪥-9᭶1᪥䠅䛿䠈➨6Ἴ䛾䝢䞊䜽䜰䜴䝖䛻┦ᙜ䛩䜛䠊ᚰ⌮≧ែ䛿➨2ᅇ┠䛾ㄪᰝ᫬䠄2020ᖺ9᭶
25-26᪥䠈➨2Ἴ䝢䞊䜽䜰䜴䝖┦ᙜ䠅䛜᭱䜒ᝏ䛟䠈䛭䛾ᚋ䛿ṇᖖ໬䛧䛶䛔䜛䛣䛸䛜♧䛥䜜䛯䠄ᅗ1䠅䠊
(2)➨2ᅇ┠䛸➨6ᅇ┠䛾ㄪᰝ᫬䛻ேཱྀ100୓ே䛒䛯䜚䛾ឤᰁ⪅ᩘ䛾᭱ᑠேᩘ䛷䛒䛳䛯ᒾᡭ┴䛸᭱኱ேᩘ䛷䛒䛳䛯ᮾி㒔䜢ᑐ㇟䛸䛧䠈୺せ㥐䛾࿘㎶䛻䛴䛔䛶ேὶ䝕䞊䝍䜢ㄪᰝ䛧䠈ྛ┴ᅾఫ⪅䛸䛾ᚰ⌮ㄪᰝ䛸䛾㛵ಀ䜢᳨ウ䛧䛯䠊䛣䜜䜎䛷᪥ᮏ䛻䛚䛔䛶䛿䠈ேཱྀᐦᗘ䜔䜰䜽䝉䝇䝡䝸䝔䜱䛾ప䛔ᆅᇦ䛾ᒃఫ⪅䛿ᢚ䛖䛴ഴྥ䛜㧗䛟⮬ẅ⋡䛜㧗䛔䛸䛥䜜䛶䛝䛯䛜䠈COVID-19䝟䞁䝕䝭䝑䜽ୗ䛻䛚䛔䛶䛿䛣䜜䜎䛷䛸㏫
䛻䠈ே䛾⾜䛝᮶䛾ከ䛔ᆅᇦ䛷䛾ᚰ⌮≧ែ䛾ᝏ໬䛜♧䛥䜜䛯䠄ᅗ3䠅䠊(3)䛣䜜䜎䛷䛾ㄪᰝ䛻䛚䛔䛶䛿䠈ᆅᇦ䛾⮬ẅ⋡䜢పୗ䛥䛫䜛䛯䜑䛻䜰䜽䝉䝇䝡䝸䝔䜱䜢㧗䜑䠈ே䛸䛾䛴䛺䛜䜚䜢ᙉ໬䛩䜛䛣䛸䛾᭷ຠᛶ䛜♧䛥䜜䛶䛔䛯䠊䛧䛛䛧ᮏ◊✲䛜ᑐ㇟䛸䛧䛯COVID-19䝟䞁䝕䝭䝑䜽ୗ䛾䜘䛖䛺ឤᰁ⑕⶝ᘏୗ䛻䛚䛔䛶䛿䠈䜰䜽䝉䝇䝡䝸䝔䜱䛜㧗䛔䛣䛸䛻䜘䜛⢭⚄⑕≧䛾ᝏ໬䛜⪃䛘䜙䜜䜛䛣䛸䛜᫂䜙䛛䛻䛺䛳䛯䠊௒ᚋ䜒䜲䞁䝣䝹䜶䞁䝄䜔䝃䝹①䠈䛥䜙䛻᪂✀䛾ឤᰁ⑕䛾⶝ᘏ䛜⪃䛘䜙䜜䠈᪥ᮏ䛻䛚䛡䜛᪂䛧䛔䛴䛺䛜䜚䛾䛒䜚᪉䛜ᚲせ䛷䛒䜛䛣䛸䛜♧䛥䜜䛯䠊ᅗ⾲
ᅗ1䠖COVID-19䛾ឤᰁ≧ἣ䛸䛣䜜䜎䛷ᐇ᪋䛧䛯Webㄪᰝ᫬ᮇ䛾㛵ಀ䛸ᚰ⌮䝇䝁䜰䠄DASS-21䠅䛾᥎⛣ᅗ2䠖ᒾᡭ┴䛚䜘䜃ᮾி㒔䛻䛚䛡䜛➨2ᅇ䛚䜘䜃➨6ᅇㄪᰝ᫬䛾DASS-21䠈LSNS-6䝇䝁䜰ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥዟᒣ⣧Ꮚ䠈㛛ᘔ඘ౝ䠈⚟⏣㞝䠈ఀ⸨₩䠈ฟỤ⤀୍䠈௒ᮧᩥᙪ䠖㛗ᮇ໬䛧䛯᪂ᆺ䝁䝻䝘䜴䜲䝹䝇 ឤᰁ⑕ὶ⾜ୗ䛻䛚䛡䜛⮬ᕫ⫯ᐃឤ䛜⢭⚄≧ែ䛻ཬ䜌䛩ᙳ㡪䠈➨76ᅇᮾ໭⢭⚄⚄⤒Ꮫ఍⥲఍䠈ཱྀ㢌Ⓨ⾲䠄୍⯡䠅䠈2022.
ዟᒣ⣧Ꮚ, 㛛ᘔ඘ౝ,ఀ⸨₩䠖㛗ᮇ໬䛧䛯COVID-19䝟䞁䝕䝭䝑䜽ୗ䛾ᚰ⌮≧ែ䛻ᑐ䛩䜛⮬ᕫホ౯䛾ᙺ๭䠈➨28ᅇ᪥ᮏ⅏ᐖ་Ꮫ఍⥲఍䞉Ꮫ⾡㞟఍䠈䝫䝇䝍䞊Ⓨ⾲䠄୍⯡䠅䠈2023.
Ꮫ⾡ㄽᩥ䚷ྜィ䠄2䠅⦅ேὶ䝕䞊䝍䜢ά⏝䛧䛯♫఍ືែ䛾ゎ᫂䛻㛵䛩䜛◊✲◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼ேὶ䝕䞊䝍䛾᫬⣔ิኚືศゎ䛻ᇶ䛵䛟⅏ᐖ䝺䝆䝸䜶䞁䝇᝟ሗ䛾᳨ฟ䛸ẚ㍑

◊✲
ㄢ㢟

(3)

ᒣཱྀ䚷⿱㏻

⫋ྡ

ຓᩍ

⤒㈝

72,000෇㔠ἑ኱Ꮫ⌮ᕤ◊✲ᇦᆅ⌫♫఍ᇶ┙Ꮫ⣔◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ᒣཱྀ⿱㏻

㔠ἑ኱Ꮫ ⌮ᕤ◊✲ᇦ ᆅ⌫♫఍ᇶ┙Ꮫ⣔䚽 ዟᮧㄔᮾ໭኱Ꮫ ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᑠᕝ⣧ᖹ㔠ἑ኱Ꮫ ⮬↛⛉Ꮫ◊✲⛉ ᆅ⌫♫఍ᇶ┙Ꮫᑓᨷ

Felim Albert㔠ἑ኱Ꮫ ⮬↛⛉Ꮫ◊✲⛉ ᆅ⌫♫఍ᇶ┙Ꮫᑓᨷᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせᮏ◊✲䛷䛿䠈኱つᶍ䛺᫬✵㛫䝕䞊䝍䛷䛒䜛ேὶ䝕䞊䝍䛾䝟䝍䞊䞁ศゎ䛻䜘䛳䛶䠈✺Ⓨⓗ䛺 ኚ໬䜢᳨ฟ䞉ホ౯䛩䜛䜰䝥䝻䞊䝏䛾㛤Ⓨ䞉ᨵⰋ䜢⾜䛖䠊䛭䛧䛶䠈㏆ᖺ䛻᪥ᮏ䛷Ⓨ⏕䛧䛯⛣ື⾜ື䛾✺Ⓨⓗ䛺ῶᑡ஦㇟䠄⅏ᐖ䝎䝯䞊䝆䠅䛸䛭䛾ᅇ᚟㐣⛬䜢ᐃ㔞ⓗ䛻᫂䜙䛛䛻䛧䠈㇦㞵䞉ᆅ㟈➼䜢 ྵ䜐䠈」ᩘ䛾⅏ᐖ஦㇟䛾㛫䛷䛾ẚ㍑䜢⾜䛖䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ䚷⅏ᐖ◊䜘䜚ᥦ౪䛔䛯䛰䛔䛯ேὶ䝕䞊䝍䜢ά⏝䛧䛶䠈䞉 䝁䝻䝘⚝䛾ኚື䜢ᢅ䛔䛴䛴䠈䛂⅏ᐖ䛜䛺䛛䛳䛯᫬䛾ண ್䛃䜢⟬ฟ䛩䜛ண 䝰䝕䝹䛾㛤Ⓨ䞉ᨵⰋ䞉 ㏆ᖺ䛻Ⓨ⏕䛧䛯」ᩘ䛾⛣ື⾜ື䛾✺Ⓨⓗ䛺ῶᑡ஦㇟䛾ゎᯒ
䛾2Ⅼ䜢ᐇ᪋䛧䛯䠊䛸䛟䛻䠈ᚋ⪅䛾ศᯒ䛻䛚䛔䛶䛿䠈2022ᖺ8᭶4᪥䛻Დᕝ䛾ὥỈ䛻䜘䜛▼ᕝ┴ᑠᯇᕷ䛷䛾⾜ືኚ໬䛻䛴䛔䛶䜘䜚㔜Ⅼⓗ䛻ゎᯒ䜢ᐇ᪋䛧䛯䠊䛣䜜䜎䛷䛾◊✲䛷䠈ྠ䛨䝣䜱䞊䝹䝗䛷ᐇ᪋䛧䛶䛔䛯ᅇ᚟㐣⛬䛾᝟ሗ䛜䛒䜚䠈䛭䜜䛸ẚ㍑䛩䜛䛣䛸䛷䠈㑊㞴່࿌䞉⥭ᛴ㏿ሗ䝯䞊䝹➼䛾᝟ሗᥦ౪䛻ᑐ䛩䜛ே䚻䛾⾜ືኚ໬䛸ᅇ᚟㐣⛬䛾ᕪ␗䜢ᦠᖏ㟁ヰ䛾䝕䞊䝍䛛䜙᫂䜙䛛䛻䛧䛯䠊ᅗ-1䛿䠈2017ᖺ8᭶8᪥䛾ᑠᯇᕷ୰ᚰ㒊䞉ᲓᕝᾐỈ᝿ᐃ༊ᇦෆ䛾⁫ᅾேᩘ䛾᥎⛣䛷䛒䜛䠊䛺䛚䠈䛣䛾䛸䛝䛿䛣䛾ᆅᇦ䛷⥭ᛴ㏿ሗ䝯䞊䝹䛜ึ䜑䛶㐠⏝䛥䜜䛯஦౛䛷䛒䜚䠈ᾐỈ⿕ᐖ䜎䛷䛻䛿⮳䜙䛺䛛䛳䛯䠊䛣䛾䛸䛝䛿䠈㑊㞴່࿌䛷䛿䜋䛸䜣䛹⾜ື䛜ኚ䜟䜙䛪䠈⥭ᛴ㏿ሗ䝯䞊䝹䛷䜒ὶධ㔞ቑຍ䜢ᢚ䛘䜛ຠᯝ䛻䛩䛞䛺䛛䛳䛯䠊䛭䛾୍᪉䛷䠈ᅗ-2䛜䠈ほ ྐୖ᭱㧗Ỉ఩䜢グ㘓䛧䛶㉺Ỉ䛻䜘䜛⿕ᐖ䛜Ⓨ⏕䛧䛯2022ᖺ8᭶4᪥䛾ྠ䛨ሙᡤ䛾⁫ᅾேᩘ᥎⛣䛷䛒䜛䠊䛣䛾᫬䛿䠈
ỏ℃༴㝤Ỉ఩䛻㐩䛧䛯᫬Ⅼ䛛䜙᥎ 䛥䜜䛯㏻ᖖ䝟䝍䞊䞁䛸ẚ㍑䛧䛶኱ᖜ䛺⁫ᅾேᩘ䛾ῶᑡ䠄ᾐỈ᝿ᐃ༊ᇦ䜢ᅇ㑊䛩䜛⾜ື䠅䛜グ㘓䛥䜜䛶䛔䜛䛣䛸䛜䜟䛛䜛䠊䛣䜜䜙䛾᝟ሗ䛛䜙䠈2022ᖺ䛾⅏ᐖ᫬䛻䛿䠈⾜ືኚ໬䜢ಁ䛩䛣䛸䛜䛷䛝䛯୍᪉䛷䠈ᅇ᚟䛻᫬㛫䛜䛛䛛䛳䛶䛔䜛䛣䛸䜢䠈᫬⣔ิኚືศゎ䛻䜘䜚ᐃ㔞ⓗ䛻᫂䜙䛛䛻䛷䛝䛯䠊

ᅗ⾲৵ૈ৘৸ୠಸ૶਍৸ન৳
‫كق‬ಸ૶சਾও‫ش‬ঝ‫كق‬ৢଞঃॱ‫ش‬থ‫ق‬ਦ౅ય৑‫ك‬௓ੑக

‫૸ق‬য‫ك‬‫૸ق‬য‫ك‬৵ૈ৘ೂ୔൭ઔ‫كق‬ಸ૶சਾও‫ش‬ঝঞঋঝ‫كقڰ‬ৢଞঃॱ‫ش‬থ‫ق‬ਦ౅ય৑‫ك‬௓ੑக

ಸ૶சਾও‫ش‬ঝঞঋঝ ‫كق‬ৎ৑௕ ফা঩भঃॱ‫ش‬থ૗৲भ௓৒੥ટ

ৎ৑௕ফা঩भঃॱ‫ش‬থ૗৲भ௓৒੥ટ

ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ
Albert Felim, Hiromichi Yamaguchi: Time Series Models with Consideration of the Holiday Patterns for
Domestic Long-Distance Travelers, 26th ATRS world conference, 䜰 䝤 䝇 䝖 䝷 䜽 䝖 ᰝ ㄞ 䞉 ᅜ 㝿 ఍ ㆟
proceedings䠈䠄᥇ᢥ῭䜏䠈2023ᖺ7᭶Ⓨ⾲ணᐃ䠅Ꮫ⾡ㄽᩥ䚷ྜィ䠄1䠅⦅ேὶ䝕䞊䝍䜢ά⏝䛧䛯♫఍ືែ䛾ゎ᫂䛻㛵䛩䜛◊✲◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡ䝰䝞䜲䝹✵㛫⤫ィ䜢ά⏝䛧䛯㞟ᐈ᪋タู䛾ΰ㞧䛸㐟ఇ䛻㛵䛩䜛ศᯒ

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ሯ஭䚷ㄔே

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(3)

ᗈᓥ኱Ꮫ኱Ꮫ㝔 ඛ㐍⌮ᕤ⣔⛉Ꮫ◊✲⛉ᡤᒓᶵ㛵➼◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ሯ஭䚷ㄔேᗈᓥ኱Ꮫ䚽 ዟᮧ䚷ㄔ

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ

⏣୰䚷㈗ᏹ

ᗈᓥ኱Ꮫ

⏣ᮧ䚷ᑗኴ

ᗈᓥ኱Ꮫ

୍୓⏣ ෽

ᗈᓥ኱Ꮫ
௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥

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䜛䠊
ᅗ⾲

)

(M i l d(Mainly suburb))(M i l dt(Mainly suburb)t(Mainly downtown))

Communication andinformation services

Accommodations

Daytime 1

Nighttime(M i l d

Nighttime(M i l d

Accommodations

Convenience stores(Mainly suburb))

Daytime 1)

Nighttime(M i l d(Mainly suburb)tNighttime(Mainly suburb)(M i l d(Mainly suburb)(Mainly suburb)(Mainly suburb)

Daytime 1

Shopping complexes

Shopping complexes

Retail stores

Retail stores)

Daytime 1(Mainly downtown)ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥሯ஭ㄔே䠈⏣୰ඃ኱䠖COVID-19ୗ䛻䛚䛡䜛ᴗົ┠ⓗ䛾䜸䞁䝷䜲䞁䠋ᑐ㠃఍㆟䛻㛵䛩䜛ㄪᰝ䠈➨36ᅇᛂ⏝ᆅᇦᏛ఍◊✲Ⓨ⾲኱఍䠄ᒣ᲍኱Ꮫ䠅䠈2022䠈ᰝㄞ↓䛧䠈ᅜෆ.
Ꮫ⾡ㄽᩥ䚷ྜィ䠄䚷1䚷䠅⦅䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദ
2022ᖺ4᭶15᪥䠄䝅䞁䝫䝆䜴䝮䠅䠈ᅜෆ䠈◊✲⪅䛚䜘䜃♫఍ேᑐ㇟䠈✵㛫⤫ィ䝰䝕䝹䛾ᒎᮃ䠄ᅵᮌィ⏬
Ꮫ䝽䞁䝕䞊䝉䝭䝘䞊104䠅䠃ᗈᓥ኱Ꮫ⛉◊◊✲఍䠈ᮏ◊✲఍ෆ䛷⏦ㄳㄢ㢟䛾䝔䞊䝬䛻䛴䛔䛶୍୓⏣෽䛜Ⓨ⾲䜢⾜䛳䛯䠊ཧຍ⪅䛿఍ሙ14ྡ䠈䜸䞁䝷䜲䞁28ྡ䠊ྜィ䠄1䠅௳

䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ᝟ሗ䜻䝳䝺䞊䝅䝵䞁◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼᚟⯆ᮇ䛾ἢᓊ㒊✵㛫ᙧᡂ㐣⛬䛾య⣔໬䛻䜐䛡䛶

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(2)

஭ෆ䚷ຍዉᏊ

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⤒㈝

458,000෇ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡ䖂 ஭ෆ䚷ຍዉᏊ

ᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡᮾ໭኱Ꮫ䞉⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ㧗ᮌ䚷Ὀኈᮾிᕤᴗ኱Ꮫ䞉⎔ቃ䞉♫఍⌮ᕤᏛ㝔㏆⸨䚷Ẹ௦⚄ᡞ኱Ꮫ኱Ꮫ㝔䞉ᕤᏛ◊✲⛉ᴋ䚷⥤Ꮚᅜ㝿᪥ᮏᩥ໬◊✲䝉䞁䝍䞊䞉◊✲㒊ᆅᘬ䚷Ὀேᮾ໭኱Ꮫ䞉⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせ䜲䞁䝗䝛䝅䜰䞉୰㒊䝇䝷䜴䜵䝅ᆅ㟈䛾ὠἼ⿕⅏ᆅ䛻↔Ⅼ䜢䛒䛶䚸ἢᓊ㒊䛻䛚䛡䜛✵㛫ᙧᡂ㐣⛬䛾 య⣔໬䛻䜐䛡䛯᝟ሗ䛾཰㞟䞉ᩚ⌮䞉ศᯒ䜢䚸㔜せ䛺ᨻ⟇ᩥ᭩䜔᪤ ᩥ⊩䚸ሗ㐨グ஦䚸⌧ᆅ㋃ᰝ䞉䝠䜰䝸䞁䜾䛺䛹䛛䜙⾜䛖䚹ᑗ᮶ⓗ䛻䛿䚸⿕⅏ᆅᇦ෌ᘓ䛾ᐇド◊✲䛻ᙺ❧䛴䚸᚟⯆㐣⛬䛾䝰䝙䝍䝸䞁䜾ᡭἲ䛸᝟ሗᩚഛ䜢⾜䛖᫬㛫䝇䜿䞊䝹䛾㛤Ⓨ䜢⾜䛖䚹◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ䜲䞁䝗䝛䝅䜰䞉୰㒊䝇䝷䜴䜵䝅ᆅ㟈䛾஦౛䛷䚸᪤ ᩥ⊩䜔ሗ㐨グ஦䛺䛹䛾ศᯒ䛻䜒䛸䛵䛝Coastal
Engineering Journalㄅ䛛䜙ᰝㄞㄽᩥ䜢ห⾜䛧䛯䚹䜎䛯䚸ἢᓊ㒊䛻䛚䛡䜛✵㛫ᙧᡂ㐣⛬䛾య⣔໬䛻䜐䛡䚸ᅜᐙ䞉୰㒊䝇䝷䜴䜵䝅ᕞㅖᨻᗓ䜈䛾䝠䜰䝸䞁䜾䜢㏻䛨䛶䚸ᅵᆅ฼⏝䛸⟶⌮䛾㐣⛬䛻㛵䛩䜛ᨻ⟇ᩥ᭩䜢཰㞟䛧䛯䚹᚟⯆䛻䛚䛡䜛䝝䝄䞊䝗పῶ䜔䚸⛣㌿஦ᴗ䛾⌧ἣ䜢ྛ⾜ᨻᶵ㛵䛻䝣䜱䞊䝗䝞䝑䜽䛧䚸୰㛗ᮇⓗ䛺✵㛫ᙧᡂ㐣⛬䜈䛾ὀ┠䛜ᚲせ䛷䛒䜛䛣䛸䜢⪃៖䛧䛶䜒䜙䛖䛝䛳䛛䛡䛸䛺䛳䛯䚹ᅗ⾲े຿Ң఺઎ʤ‫ܯ‬ժʥϪρχμʖϱஏۢ͹ౖஏཤ༽‫ܙ‬ସ 2022.4

ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ
Kanako Iuchi, Hiroshi Takagi, Yasuhito Jibiki, Tamiyo Kondo, Ayako Kusunoki, Nuraini Rahma Hanifa,
Dicky Pelupessy, Rahmadiyah Tria Gayathri, Robert Olshansky, Questioning the hazard map-based
rebuilding process: learning from the 2018 Sulawesi earthquake in Indonesia, Coastal Engineering
Journal, Volume 65, 2023, Pages 126-148, ᰝㄞ᭷, ᅜ㝿, IF್3.289 (2021).
This work was supported by the Japan Society for the Promotion of Science under KAKENHI 20H02320
and the Earthquake Engineering Research Institute through its Learning from Earthquakes Program.
Tohoku Univeristy's Co-creation Center for Disaster Resilience, partially supported this work. We are
grateful to all the stakeholders who were consulted in Indonesia and to Ghazala Naeem, a member of the
EERI LFE team.
Ꮫ⾡ㄽᩥ䚷ྜィ䠄2䠅⦅䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ᝟ሗ䜻䝳䝺䞊䝅䝵䞁◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼䝕 䝆 䝍 䝹 ᫬ ௦ 䛻 䛚 䛡 䜛 㟈 ⅏ 䜰 䞊 䜹 䜲 䝤 䛾 䝬 䝹 䝏 ◊✲䝰䞊䝎䝹໬䛾ᐇ⿦䛸ㄆ▱⛉Ꮫⓗホ౯
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ᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤዉⰋඛ➃⛉Ꮫᢏ⾡኱Ꮫ㝔኱Ꮫ䠋⌮໬Ꮫ◊✲ᡤ䚽 ಖ⏣┿⌮

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௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせᮏ◊✲䛷䛿䚸ᮾ᪥ᮏ኱㟈⅏ᚋ䛻ᵓ⠏䛥䜜䛯㟈⅏䜰䞊䜹䜲䝤䛾฼ά⏝䜢ಁ䛩䛯䜑䛻䚸㟈⅏䜰䞊䜹䜲䝤web䛾㛤Ⓨ䛸㟈⅏䜰䞊䜹䜲䝤䛾Ꮫ⩦ຠᯝ䛾᳨ド䛻㛵䛧䛶䚸⮬↛ゝㄒฎ⌮Ꮫ䠄ᗈ⩏䛾ேᕤ▱⬟Ꮫ䠅䛸ㄆ▱⛉Ꮫ⪅䚸ᩍ⫱ᐇ㊶Ꮫ⪅䚸㟈⅏䜰䞊䜹䜲䝤Ꮫ䜢ᑓ㛛䛸䛩䜛◊✲⪅䛸䛜ඹ๰䛧䛶䚸◊✲䛻ྲྀ䜚⤌䜣䛰䚹㟈⅏䜰䞊䜹䜲䝤୪䜃䛻㟈⅏䜰䞊䜹䜲䝤web䛾⌧≧䜢䜎䛸䜑䚸◊✲䜢ᒎᮃ䛩䜛䛸䛸䜒䛻䚸㟈⅏䜰䞊䜹䜲䝤web䛾᳨⣴䝅䝇䝔䝮䜢ᵓ᝿䛧䚸㟈⅏䜰䞊䜹䜲䝤୪䜃䛻㛵㐃่⃭䛜ᣢ䛴ຠᯝ᳨ド䛸䝯䜹䝙䝈䝮䛾ゎ᫂䛾䛯䜑䛾ㄆ▱⛉Ꮫ䞉ㄆ▱⚄⤒⛉Ꮫ䛾ᐇ㦂ィ⏬䜢❧䛶䛯䚹௒ᖺᗘ䛾◊✲䜢㊊᥃䛛䜚䛸䛧䛶䚸᮶ᖺᗘ䛻䛿䝅䝇䝔䝮䛾ᐇ⿦䛸䚸ㄆ▱⛉Ꮫ䞉ㄆ▱⚄⤒⛉Ꮫ䛾ᐇ㦂䜢ᐇ㝿ⓗ䛻⾜䛳䛶䛔䛟䚹◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝᮏ◊✲䛷䛿䚸㟈⅏䜰䞊䜹䜲䝤䛻㛵䛩䜛ᡤෆ◊✲఍䠄2௳䠅䜢⾜䛔䚸Ꮫ఍䞉◊✲఍➼Ⓨ⾲䠄2௳䠖ᅜෆ䛸ᅜ
㝿1௳䛪䛴䠅䜢ᐇ᪋䛧䛯䚹䠄1䠅ᡤෆ䛻䛶ேᕤ▱⬟◊✲⏺㝰䛷㏆ᖺ䛾㛵ᚰᗘ䛜㧗䛟䝬䝹䝏䝰䞊䝎䝹᳨⣴䛻㛵㐃䛩䜛⮬↛ゝㄒฎ⌮Ꮫ䛻㛵䛩䜛▱ぢ䜢◊✲఍䛻䛶ඹ᭷䛩䜛䛸䛸䜒䛻䚸䠄2䠅᪥ᮏ᭱኱䛾⮬↛ゝㄒฎ⌮Ꮫ䛻㛵䛩䜛Ꮫ఍䠄NLP2023䠅䛻䛚䛔䛶Ⓨ⾲䜢⾜䛔䚸䠄3䠅㟈⅏䜰䞊䜹䜲䝤䛾฼ά⏝䛻㛵䛩䜛㆟ㄽ䜢῝䜑䚸䛭䛧䛶䝡䝑䜾䝕䞊䝍䛻㛵䛩䜛ᅜ㝿◊✲఍䛻䛚䛔䛶䜒㟈⅏䜰䞊䜹䜲䝤䛾฼ά⏝䛻㛵䛩䜛Ⓨ⾲䜢ᐇ᪋䛧䚸䛭䛾ᒎᮃ䜢♧䛧䛯䚹䜎䛯◊✲⤌⧊௨እ䛾◊✲⪅䛸䛾ྜὶ䜢ᅗ䜚䚸㟈⅏䜰䞊䜹䜲䝤䛾Ꮫ⩦ຠᯝ୪䜃䛻䝯䜹䝙䝈䝮ゎ᫂䛾䛯䜑䛾ㄆ▱⛉Ꮫ䞉ㄆ▱⚄⤒⛉Ꮫ䛾ᐇ㦂ィ⏬䜢❧䛶䛯䚹ᅗ⾲䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷䚷㰻⸨䜋䛛 (2023). NLP2023 .

ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ㰻⸨⋹, ኱ෆၨᶞ, ⩚㫽ᗣ⿱, 㑚ᮏಇு, ᮡᾆඖு, ሷධㅍ, ᰘᒣ᫂ᐶ䚸㟈⅏䜰䞊䜹䜲䝤䛸㟈⅏䜰䞊䜹䜲
䝤web䛻㛵䛩䜛ᴫᛕ䝰䝕䝹䛾సᡂ䚸ゝㄒฎ⌮Ꮫ఍ ➨29ᅇᖺḟ኱఍䠄NLP2023䠅Ⓨ⾲ㄽᩥ㞟䚸2023䚸
2931-2934䚸ᰝㄞ↓䚸ᅜෆ
Saito, R., Shibayama, A., Etchu, K., Hatori, Y., Ouchi, H., Ikeda, K., Yasuda, M., Hasegawa, M.,
Muramoto, T., Sugiura, M., Shioiri, S., It's not too late to collect experiences both during and after the 311(the Great East Japan Earthquake): Future directions of disaster archive for future memory, Symposium of
Yotta Informatics - Research Platform for Yotta-Scale Data Science, 2023, 3, not-refreed, international.
Ꮫ⾡ㄽᩥ䚷ྜィ䠄2䠅⦅䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദ
2023ᖺ1᭶6᪥䠄㔠䠅13:00-14:30䚸◊✲఍䚸ᅜෆ䚸ᡤෆ◊✲⪅䚸➨䠍ᅇ⅏ᐖ⛉Ꮫ㽢⮬↛ゝㄒฎ⌮Ꮫ㽢ㄆ▱⛉Ꮫ◊✲఍ 䛂⅏ᐖ⛉Ꮫ䛻䛚䛡䜛ศ㔝ᶓ᩿䛾ᣮᡓ䠄㰻⸨⋹䠅䛃䚸䛂⮬↛ゝㄒฎ⌮䛸ᆅ⌮✵㛫᝟ሗ䠄኱ෆၨᶞ䠅䛃䚸䛂⅏ᐖ⛉Ꮫ䜈䛾ᛂ⏝䜢⪃䛘䜛䠄ᰘᒣ᫂ᐶ䠅䛃䚸3ྡ
2023ᖺ3᭶22᪥䠄Ỉ䠅14:00-15:30䚸◊✲఍䚸ᅜෆ䚸ᡤෆ◊✲⪅䚸➨䠎ᅇ⅏ᐖ⛉Ꮫ㽢⮬↛ゝㄒฎ⌮Ꮫ㽢ㄆ▱⛉Ꮫ◊✲఍ 䛂㟈⅏䜰䞊䜹䜲䝤◊✲䛾ከᵝᛶ䠖᪂䛯䛺᳨⣴䝅䝇䝔䝮䛾ᵓ⠏䜢୰ᚰ䛻䠄㰻⸨⋹䠅䛃䚸䛂⮬↛ゝㄒฎ⌮䛸ᆅ⌮✵㛫᝟ሗ䠖⅏ᐖ⛉Ꮫ䛸䛾ඹ๰䜢๰㐀䛩䜛䠄኱ෆၨᶞ䠅䛃䚸䛂⅏ᐖ⛉Ꮫ䛸䛾ඹ๰䜢๰㐀䛩䜛䠄ᰘᒣ᫂ᐶ䠅䛃䚸4ྡྜィ䠄2䠅௳

䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ᝟ሗ䜻䝳䝺䞊䝅䝵䞁◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼ᆅᇦ⮬↛⅏ᐖ䜰䞊䜹䜲䝤䛾䛯䜑䛾䝥䝷䝑䝖䝣䜷䞊䝮䛾ᵓ⠏

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ᰩ㥖ᒣ㯄䝆䜸䝟䞊䜽⅏ᐖ䜰䞊䜹䜲䝤䛞䜅⅏ᐖ䜰䞊䜹䜲䝤䛞䜅ᖹᒸ♸Ꮚ⅏ᐖ䜰䞊䜹䜲䝤䛞䜅

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௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせᒱ㜧┴䠄ᒱ㜧኱䠅䠈ᮾ໭ᆅᇦ䠄ᮾ໭኱䞉ᰩ㥖ᒣ㯄䝆䜸䝟䞊䜽䠅䠈⇃ᮏ┴䠄⇃ᮏ኱䠅䠈㛗㔝┴䠄ಙᕞ኱䠅䠈㜵⅏⛉◊䛾㜵⅏◊✲⪅䛜䠈䛣䜜䜎䛷ᇵ䛳䛶䛝䛯ᆅᇦ⅏ᐖ䜰䞊䜹䜲䝤䛾▱ぢ䜢⤖㞟䛧䠈⮬↛⅏ᐖ䜰䞊䜹䜲䝤䛷᭱䜒㈇ᢸ䛸䛺䛳䛶䛔䛯䝅䝇䝔䝮ᵓ⠏䠈㐠Ⴀ䠈⥔ᣢ⟶⌮䜢ᐜ᫆䛻䛩䜛䛯䜑䛾㐃ᦠ䞉༠ാ䛜ྍ⬟䛺䝥䝷䝑䝖䝣䜷䞊䝮ᵓ⠏䛸ᐇ⿦䛾◊✲䜢⾜䛳䛯䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ䛭䜜䛮䜜䛾䜰䞊䜹䜲䝤䛜ಀ䜛ྲྀ䜚⤌䜏䛻䛚஫䛔䛾ྲྀ䜚⤌䜏䜔▱ぢ䛜཯ᫎ䛥䜜䛶䛝䛶䛔䜛䠊2022ᖺ3᭶14᪥䛻㛤ദ䛥䜜䛯⇃ᮏ኱Ꮫ䜰䞊䜹䜲䝤䝅䞁䝫䝆䜴䝮䛷䛿䠈ྛ䜰䞊䜹䜲䝤㛵ಀ⪅䛜Ⓩቭ䠈ྛᅋయ䛾䝟䝛䝹ᒎ♧䜢⾜䛖䛺䛹䜰䞊䜹䜲䝤䝥䝷䝑䝖䝣䜷䞊䝮䜈䛾༠ാ䛜㐍䜏䛴䛴䛒䜛䠊ᅗ⾲䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദྡ⛠䠖⅏ᐖ䜰䞊䜹䜲䝤䛞䜅䝟䝛䝹ᒎ ᒱ㜧┴䛾㐣ཤ䛾⅏ᐖ䜢▱䜛䠈㛤ദᮇ㛫䠖௧࿴4ᖺ6᭶15᪥䡚௧࿴5ᖺ3
᭶2᪥䠈༊ศ䠖ᒎ♧఍ ᅜෆ㛤ദ䠈ᑐ㇟⪅䠖୰Ꮫ⏕䚸ཬ䜃୍⯡ᴫせ䠖┴ෆ8䛛ᡤ䠄୰Ꮫᰯ䚸ᆅ༊㜵⅏ㅮᗙ䛺䛹䠅䛷⾜䜟䜜䛯㜵⅏ᩍ⫱䜔ㅮ₇఍㛤ദ䛻ే䛫䛶䚸132ᖺ๓䛻Ⓨ⏕䛧䛯⃰ᑿ㟈⅏䛾⿕⅏≧ἣ䛾ᵝᏊ䜢⤂௓䛩䜛䝟䝛䝹ᒎ䜢㛤ദ䚹ཧຍேᩘ䠖300ྡ⛬ᗘྡ⛠䠖⅏ᐖ䜢⤒㦂䛧䛯ඛ㍮䛾ヰ䜢䛝䛔䛶 䜅䜛䛥䛸䜢䜒䛳䛸▱䜛ᤵᴗ䠈㛤ദᮇ㛫䠖௧࿴4ᖺ7᭶8᪥䠈༊ศ䠖⅏ᐖ䜰䞊䜹䜲䝤䝽䞊䜽䝅䝵䝑䝥 ᅜෆ㛤ദ䠈ᑐ㇟⪅䠖ᑠᏛᰯ5ᖺ⏕䛸ಖㆤ⪅䠈ᴫせ䠖ᒱ㜧┴ୗ࿅ᕷ㔠ᒣᑠᏛᰯ䛻䛶䚸ぶᏊ䛷㐣ཤ䛾Ỉᐖ䜢e䝁䝭䝬䝑䝥䜢౑⏝䛧䛺䛜䜙Ꮫ䜃䚸௒ᚋⓎ⏕䛩䜛ྍ⬟ᛶ䛾䛒䜛Ỉᐖ䜈䛾ᑐᛂ⪃䛘䜛ᤵᴗ䜢⾜䛳䛯䚹ཧຍேᩘ䠖90ྡ⛬ᗘྡ⛠䠖⅏ᐖ䜰䞊䜹䜲䝤ᒎ ௧࿴ඖᖺᮾ᪥ᮏྎ㢼䛛䜙3ᖺ䠈㛤ദᮇ㛫䠖௧࿴4ᖺ10᭶7᪥䡚18᪥䠈༊ศ䠖ᒎ♧఍ᅜෆ㛤ദ䠈ᑐ㇟⪅䠖୍⯡䠈ᴫせ䠖㛗㔝ᕷᙺᡤ䛻䛶௧࿴ඖᖺᮾ᪥ᮏྎ㢼䛷⿕⅏䛧䛯㛗㔝┴༓᭤ᕝὶᇦྛᆅ
༊䛾⿕⅏䡚᚟⯆ᨭ᥼άື䛾ᵝᏊ䛻䛴䛔䛶⤂௓䛩䜛ᒎ♧䜢⾜䛳䛯䚹ཧຍேᩘ䠖100ྡ⛬ᗘ
2023ᖺ3᭶14᪥䠄ⅆ䠅14:00-16:00,䝅䞁䝫䝆䜴䝮䠈ᅜෆ䠈ᑐ㇟⪅(◊✲⪅䠈Ꮫ⏕䠈⾜ᨻ䠈ఫẸ)䠈⇃ᮏ኱Ꮫ䝕䝆䝍䝹䜰䞊䜹䜲䝤䝅䞁䝫䝆䜴䝮䛂䜰䞊䜹䜲䝤ᒎ䛾ྍ⬟ᛶ䛸ㄢ㢟䛃䠈䛂䜰䞊䜹䜲䝤ᒎ䛾ྍ⬟ᛶ䛸ㄢ㢟䛃䜢䝔䞊䝬䛻䝅䞁䝫䝆䜴䜢㛤ദ䛧䛯䚹䜸䞁䝷䜲䞁䛸䛾䝝䜲䝤䝸䝑䝖㛤ദ䜢䛧䚸ィ20ྡ䜋䛹䛜ཧຍ 䛧䛯䚹ే䛫䛶䛟䜎䜒䛸Ỉᚠ⎔䞉ῶ⅏◊✲ᩍ⫱䝉䞁䝍䞊䝕䝆䝍䝹䜰䞊䜹䜲䝤ᐊ䚸ᮾ໭኱Ꮫ䚸⅏ᐖ䜰䞊䜹䜲䝤䛞䜅䚸㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚸ᰩ㥖ᒣ㯄䝆䜸䝟䞊䜽᥎㐍༠㆟఍䛻䛶ྛᆅ䛾⅏ᐖ䜔㜵⅏䞉ῶ⅏䛻㛵䛧䛶䝟䝛䝹ᒎ♧䜢⾜䛔䝅䞁䝫䝆䜴䝮᮶ሙ⪅䛻䛤ぴ䛔䛯䛰䛔䛯䚹
ྜィ䠄䚷4䚷䠅௳䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ᝟ሗ䜻䝳䝺䞊䝅䝵䞁◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼⅏ᐖ᫬䛻䛚䛡䜛ᩥ໬㑇⏘ᩆ῭䜢┠ⓗ䛸䛧䛯ᩥ໬㑇⏘䝬䝑䝥䛾ᵓ⠏䛚䜘䜃ά⏝䛾◊✲

◊✲
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(2)

㕥ᮌ䚷ẚዉᏊ⫋ྡᑓ㛛ဨᰩ㥖ᒣ㯄䝆䜸䝟䞊䜽᥎㐍༠㆟఍䠄9᭶ᮎ䜎䛷ᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䠅◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 㕥ᮌẚዉᏊ

ᰩ㥖ᒣ㯄䝆䜸䝟䞊䜽᥎㐍༠㆟఍䠄9᭶ᮎ䜎䛷ᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷䝬䝹䝏䝝䝄䞊䝗䝸䝇䜽ホ౯◊✲㒊㛛䠅䚽 ⼎ྡ⿱୍

ᮾ໭኱Ꮫ䚷⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤே㛫䞉♫఍ᑐᛂ◊✲㒊㛛బ㔝ᾈᙯᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷㜵⅏᝟ሗ◊✲㒊㛛Ỉ஭Ⰻᬸᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷㜵⅏᝟ሗ◊✲㒊㛛୕ᾆఙஓᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷㜵⅏᝟ሗ◊✲㒊㛛ྜྷ᳃࿴ᇛᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷㜵⅏᝟ሗ◊✲㒊㛛༙⏣ಙஅᅜ❧◊✲㛤Ⓨἲே㜵⅏⛉Ꮫᢏ⾡◊✲ᡤ䚷㜵⅏᝟ሗ◊✲㒊㛛ཎ┤ྐ᪂₲኱Ꮫ኱Ꮫ㝔⌧௦♫఍ᩥ໬◊✲⛉ᯇୗṇ࿴⚄ᡞ኱Ꮫᆅᇦ㐃ᦠ᥎㐍ᐊబ⸨ᏹஅ㮵ඣᓥ኱Ꮫ኱Ꮫ㝔ᩍ⫱Ꮫ◊✲⛉ᮇ䚷㛫௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥

⤒㈝493,000෇◊✲䛾ᴫせ⮬↛⅏ᐖ䛻䜘䛳䛶䚸ᣦᐃᩥ໬㈈䜔Ẹ㛫ᡤ᭷䛾Ṕྐ㈨ᩱ䛸䛔䛳䛯ᩥ໬㑇⏘䛜⿕⅏䛩䜛䝸䝇䜽䛻ᑐ䛧䚸ᮾ໭኱Ꮫ䛜ᩚഛ䜢㐍䜑䜛ᩥ໬㑇⏘䝕䞊䝍䝧䞊䝇䜢ά⏝䛧䛶䚸Web-GIS䜢⏝䛔䛯ᩥ໬㑇⏘䝬䝑䝥䜢ᵓ⠏䛧䚸⅏ᐖ᫬䛻䛚䛡䜛ᩥ໬㑇⏘䛾ຎ໬䞉◚ቯ䜢஦๓䛻ண㜵䛩䜛ᡭἲ䜢⪃᱌䛩䜛䚹ᩥ໬㑇⏘䛻ᑐ䛩䜛䝝䝄䞊䝗䜈䛾᭚㟢≧ἣ䜢ྍど໬䛧䚸ᩥ໬㑇⏘䛾ᐦᗘ᝟ሗ䜢⟬ฟ䛧䚸ᩥ໬㑇⏘䛾⿕⅏༴㝤ᗘホ౯䜢⾜䛖䛣䛸䛷䚸⅏ᐖⓎ⏕᫬䛾ᩥ໬㈈䛾ᩆ῭䝻䝆䝇䝔䜱䜽䝇䜔஦๓䛾ண㜵䜈ᐤ୚䛩䜛䚹◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝᐑᇛ┴䛸ᒾᡭ┴䜢୰ᚰ䛻䚸ᅜ䞉㒔㐨ᗓ┴ᣦᐃ䛾ᩥ໬㈈䛾ᐦᗘྍど໬䛩䜛䛯䜑䛻250m䝯䝑䝅䝳䝕䞊䝍໬䛧䚸ᩥ໬㑇⏘䝬䝑䝥䜈཯ᫎ䛧䛯䚹䝕䞊䝍ゎീᗘ䛿䚸㔜␚䜢ணᐃ䛧䛶䛔䜛㜵⅏⛉Ꮫᢏ⾡ ◊✲ᡤ䛜ᥦ౪䛩䜛ᘓ≀⿕ᐖ᥎ᐃ䝕䞊䝍䛸ゎീᗘ䜢ྜ䜟䛫䛯䜒䛾䛷䛒䜛䚹ᐇ⿦䛧䚸ᐇ㝿䛻ᩥ໬㈈䜢䝺䝇䜻䝳䞊䜢䛩䜛ᢸᙜ⪅䜈ពぢ䜢ồ䜑䛯䛸䛣䜝䚸┠䛷ぢ䜛䛻䛿ヲ⣽䛩䛞䜛䛾䛷䛿䚸䛸䛔䛖ពぢ䜒ᚓ䜙䜜䛯䚹2023ᖺ2᭶䛻䛿䚸ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ䛷㛤ദ䛥䜜䛯䝅䞁䝫䝆䜴䝮䜈Ⓩቭ䛧䛯䚹ḟ䛻䚸⅏ᐖᗫᲠ≀䛾Ύᤲ䛺䛹䜢ᢸᙜ䛩䜛䝪䝷䞁䝔䜱䜰άື䛾୰ᚰ䛸䛺䜛⮬἞య䛾♫఍⚟♴༠㆟఍䛻䚸⅏ᐖ᫬䛾ᩥ໬㑇⏘ᩆ῭䛻䛴䛔䛶ពぢ䜢ồ䜑䛯䛸䛣䜝䚸ᩥ໬㑇⏘䛾㎿㏿䛺ᩆ῭䜢せ䛩䜛ពᅗ䜢ఫẸ䜈ఏ㐩䚸ᾐ㏱䛥䛫䜛䛣䛸䛜⤖ᯝⓗ䛻䝪䝷䞁䝔䜱䜰άື᫬䛻཯ᫎ䛥䜜䜛䛾䛷䛿䚸䛸ពぢ䛜ᚓ䜙䜜䛯䚹ᐇ㝿䛻ᩥ໬㑇⏘䛾⅏ᐖ᭚㟢≧ἣ䛾䝕䞊䝍䜢ᵓ⠏䛩䜛䛣䛸䛷䚸ఫẸ䜈䛾ᩥ໬㈈ಖㆤព㆑䛾㔊ᡂ䛾ྍ⬟ᛶ䜢ᚓ䜙䜜䛯䚹ᅗ⾲
ᅜᅵ஺㏻┬䛾ᥦ౪䛩䜛ᾐỈ⥅⥆᫬㛫䛻㔜␚䛧䛯ᩥ໬㈈ᐦᗘศᕸ䠄䜸䝺䞁䝆䠈ⲔⰍ䛾䝉䝹䠅ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ㕥ᮌẚዉᏊ䞉୕ᾆఙஓ䞉బ㔝ᾈᙯ䞉Ỉ஭Ⰻᬸ䞉༙⏣ಙஅ䞉ྜྷ᳃࿴ᇛ䠈ᆅ⌮✵㛫᝟ሗ䛷ᩥ໬㑇⏘䜢ಖ඲䛩䜛,Ṕྐᩥ໬㈨ᩱಖ඲䝛䝑䝖䝽䞊䜽ྀ᭩Ṕྐᩥ໬㑇⏘㈨ᩱಖ඲䛾኱Ꮫ䞉ඹྠ฼⏝ᶵ㛵䝛䝑䝖䝽䞊䜽஦ᴗ䝅䞁䝫䝆䜴䝮ሗ࿌᭩䛄Ṕྐ䛜ᑟ䛟⅏ᐖ⛉Ꮫ䛾᪂ᒎ㛤䊥䛅ᩥ໬㑇⏘䜢Ᏺ䜚ఏ䛘䜛᪂䛯䛺ᢏ⾡,ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ,p27-31䠄ห⾜సᴗ୰䠅䠈ᰝㄞ䛺䛧䠈ᅜෆᏛ⾡ㄽᩥ䚷ྜィ䠄䚷1䚷䠅⦅䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദ
2023ᖺ2᭶24᪥䚸䝅䞁䝫䝆䜴䝮䚸ᅜෆ䚸ᑐ㇟⪅䠄◊✲⪅䚸♫఍ே䚸Ꮫ⏕䚸୍⯡䠅䚸䝅䞁䝫䝆䜴䝮䛄Ṕྐ䛜ᑟ䛟⅏ᐖ⛉Ꮫ䛾᪂ᒎ㛤䊥䇷ᩥ໬㑇⏘䜢Ᏺ䜚ఏ䛘䜛᪂䛯䛺ᢏ⾡䛅䚸⅏ᐖ᫬䛻䛚䛡䜛ᩥ໬㑇⏘䛾ᩆ῭άື᥎㐍䛻䜐䛡䛯᪂䛯䛺ྲྀ䜚⤌䜏䜔䚸ྛᶵ㛵䛾ྛ✀䝕䞊䝍䝧䞊䝇䜢㐃ᦠ䛧䛶ά⏝䛩䜛䛣䛸䛻䜘䜛Ꮫ㝿ⓗ◊✲䛾᥎㐍䚸ᆅ⌮✵㛫᝟ሗ䜢ά⏝䛧䛯ᩥ໬㑇⏘ಖ඲䛻㛵䛩䜛᪂䛯䛺ᢏ⾡䜔䛣䜜䜢ᑟධ䛧䛯ᒾᡭ┴❧༤≀㤋䛻䛚䛡䜛ྲྀ䜚⤌䜏䚸50ྜィ䠄䚷1䚷䠅௳䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ䝺䝆䝸䜶䞁䝇ᩘ㔞໬◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼㐨㊰䝛䝑䝖䝽䞊䜽䛾䝺䝆䝸䜶䞁䝇ᙉ໬䛻ྥ䛡䛯ᶫᱱ䛾ྜ⌮ ◊✲ⓗ䛺ᆅ㟈ᑐ⟇Ỵᐃ䝥䝻䝉䝇䛾ᵓ⠏
ㄢ㢟

(2)

⫋ྡ

ຓᩍ

⤒㈝

500,000෇▼ᶫ䚷ᐶᶞ᪥ᮏ኱ᏛᕤᏛ㒊ᅵᮌᕤᏛ⛉◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ▼ᶫ ᐶᶞ

᪥ᮏ኱Ꮫ ᕤᏛ㒊 ᅵᮌᕤᏛ⛉䚽 ㉺ᮧ ಇ୍

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ⛅ᒣ ඘Ⰻ᪩✄⏣኱Ꮫ ๰㐀⌮ᕤᏛ㒊 ♫఍⎔ቃᕤᏛ⛉ᮇ䚷㛫௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせἢᓊ㒊䛻఩⨨䛩䜛ᶫᱱ䛷䛿䠈ᶫ⬮䛾ᦆയ䜔ὠἼ䛻䜘䜛ୖ㒊ᵓ㐀䛾ὶฟ䛺䛹䠈༟㉺䛩䜛◚ᙧែ䛿ᆅ㟈䛚䜘䜃ὠἼ䝝䝄䞊䝗ᙉᗘ䛻኱䛝䛟౫Ꮡ䛩䜛䛯䜑䠈㉳䛣䜚ᚓ䜛◚ቯᙧែ䛾஦๓᥎ᐃ䛸䠈䛭䜜䛻ᇶ䛵䛟ຠᯝⓗ䛺ᑐ⟇䛜㔜せ䛷䛒䜛䠊ᮏ◊✲䛷䛿䠈☜⋡ㄽⓗ䝝䝄䞊䝗ホ౯䠈ᶫᱱ䛾⬤ᙅᛶ ホ౯䠈䛚䜘䜃᚟ᪧ᫬㛫䛾䝸䝇䜽ホ౯䜢୍㈏䛧䛶⾜䛖䛣䛸䛷䠈䝸䝇䜽పῶ䠄䛩䛺䜟䛱䠈᚟ᪧ᫬㛫䛾▷⦰໬䠅䛾ほⅬ䛛䜙䠈ྛᶫᱱ䛷᝿ᐃ䛥䜜䜛◚ቯᙧែ䜢⪃៖䛧䠈᭱㐺䛺ᆅ㟈ᑐ⟇᪉ἲ䜢ྠᐃྍ⬟䛺ᡭἲ䜢ᵓ⠏䛧䛯䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ࿴ḷᒣᕷෆ䛾ᶫᱱ⩌䜢ᑐ㇟䛻䠈༡ᾏ䝖䝷䝣ᆅ㟈䛾Ⓨ⏕䜢᝿ᐃ䛧䛯ᆅ㟈䞉ὠἼ䝝䝄䞊䝗ホ౯(ᅗ-1ཧ↷)䠈䛚䜘䜃ᶫ⬮䞉ᨭᢎ㒊ᮦ䛾⬤ᙅᛶホ౯䜢⾜䛔䠈ྛ㒊ᮦ䛾ᦆയ☜⋡䜢⟬ฟ䛧䛯(ᅗ-2ཧ↷)䠊ᶫ⬮䛾ᦆയ䛻ᑐ䛧䛶䛿⪏㟈⿵ᙉ䠈ᨭᢎ䛾◚ᦆ䜢క䛖ୖ㒊ᵓ㐀䛾ὶฟᑐ⟇䛸䛧䛶䛿௬タᶫ䛾஦๓‽ഛ䜢᝿ᐃ䛧䠈ྛᑐ⟇䛻䜘䜛᚟ᪧ᪥ᩘ䛾▷⦰ຠᯝ䜢䝸䝇䜽䛸䛧䛶ホ౯䛧䛯(ᅗ-3ཧ↷)䠊⤖ᯝ䛸䛧䛶䠈ᥦ᱌ᡭἲ䛻䜘䜚䠈ಶูᶫᱱ䛻ᑐ䛧䛶ຠᯝⓗ䛺䝸䝇䜽పῶ䛜ྍ⬟䛺ᑐ⟇䜢ྠᐃ䛷䛝䜛䛣䛸䛜♧䛥䜜䛯䠊
ᅗ⾲

ᑐ⟇↓ࡋ

ᶫ⬮ࡢ⪏㟈⿵ᙉ௬タᶫࡢ஦๓‽ഛ

100᚟ᪧ᪥ᩘ (᪥)

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ᅗᆅ㟈࣭ὠἼࣁࢨ࣮ࢻホ౯ᅗᶫ⬮࣭ᨭᢎࡢᦆയ☜⋡

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ᅗ᚟ᪧ᪥ᩘ࡟㛵ࡍࡿࣜࢫࢡホ౯11ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ
H. Ishibashi, M. Akiyama, and S. Koshimura: Methodology for determining optimal countermeasure forbridges under seismic and tsunami hazards, Proceedings of the Eighth International Symposium on LifeCycle Civil Engineering (IALCCE 2023), 2023. (printing), ᰝㄞ᭷䜚, ᅜ㝿Ꮫ⾡ㄽᩥ䚷ྜィ䠄䚷1䚷䠅⦅䝅䞁䝫䝆䜴䝮䞉ㅮ₇఍䞉䝉䝭䝘䞊➼䛾㛤ദ
H. Ishibashi, M. Akiyama, and S. Koshimura: Methodology for determining optimal countermeasure forbridges under seismic and tsunami hazards, Eighth International Symposium on Life-Cycle Civil
Engineering (IALCCE 2023), 2-6 July 2023, Milan, Italy.
ྜィ䠄䚷1䚷䠅௳䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ䝺䝆䝸䜶䞁䝇ᩘ㔞໬◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼ᘓ⠏ᵓ㐀≀䛻䛚䛡䜛ไ᣺䝺䝖䝻䝣䜱䝑䝖䛾ຌ⨥

◊✲
ㄢ㢟

(2)

ᮌᮧ䚷⚈⿱

⫋ྡ

ᩍᤵ

⤒㈝

500,000෇ᮾ໭኱Ꮫ኱Ꮫ㝔ᕤᏛ◊✲⛉㒔ᕷ䞉ᘓ⠏Ꮫᑓᨷ◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 ᮌᮧ ⚈⿱ᮾ໭኱Ꮫ኱Ꮫ㝔 ᕤᏛ◊✲⛉ 㒔ᕷ䞉ᘓ⠏Ꮫᑓᨷ䚽 ኱㔝 ᫴

ᮾ໭኱Ꮫ ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤྂᕝ ᖾ኱㜰බ❧኱Ꮫ኱Ꮫ㝔 ᕤᏛ◊✲⛉㕥ᮌ ᩔモᮾ໭኱Ꮫ኱Ꮫ㝔 ᕤᏛ◊✲⛉ 㒔ᕷ䞉ᘓ⠏Ꮫᑓᨷᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせไ᣺ᵓ㐀䛿ᘓ≀䛾ᦂ䜜䜢ຠᯝⓗ䛻పῶ䛷䛝䠈౑⏝⥅⥆ᛶ䛻ᐤ୚䛩䜛䛯䜑╔┠䛥䜜䛶䛔䜛䚹䛧䛛䛧䠈䝎䞁䝟䞊䜢௜୚䛩䜛䛸࿘㎶㒊ᮦ䛾ᛂຊ≧ែ䛜䠈㏻ᖖ䛾䝷䞊䝯䞁㦵⤌䛛䜙ኚ䜟䜛䛯䜑䠈䜘䜚 ᑠ䛥䛺ኚᙧ䛷ᵓ㐀㒊ᮦ䛾ᦆയ䛜⏕䛨䜛ᜍ䜜䛜䛒䜛䚹ᮏ◊✲䛷䛿䠈ไ᣺䝺䝖䝻䝣䜱䝑䝖䛾ຌ⨥䜢ศᯒ䛧䠈ᵓ㐀
㒊ᮦ䛾ᦆയไᚚタィἲ䜢ᵓ⠏䛩䜛䚹◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝᘓ⠏ᇶ‽ἲ䛻‽ᣐ䛧タィ䛥䜜䛯㠀ไ᣺ᘓ≀䛻䛴䛔䛶䠈ᛂ⟅ᣦᐃᆺタィ䜢⏝䛔䛶ไ᣺䝺䝖䝻 䝣䜱䝑䝖
䠄ᅗ1䠅䛧䠈㟼ⓗቑศゎᯒ䠈ᆅ㟈ᛂ⟅ゎᯒ䛻䜘䜚Ỉᖹຊస⏝᫬䛾ᣲື䜢ศᯒ䛧䛯䚹ᡤᐃ䛾 ᆅ㟈ຊ䛻ᑐ䛩䜛ኚᙧ䜢పῶ䛥䛫䜛䛯䜑䛻䠈䜘䜚᢬ᢠຊ䛾኱䛝䛺䝎䞁䝟䞊䜢タ⨨䛧䛯ሙྜ䠈ᱱ䛻 స⏝䛩䜛㍈ຊ䛜኱䛝䛟䛺䜛䛣䛸䛛䜙䠈䜘䜚ᑠኚᙧ᫬䛻ᦆയ䠄ᒁ㒊ᗙᒅ䠅䛜⏕䛨䜛䛣䛸䜢᫂䜙䛛䛻䛧䛯䠄ᅗ2䠅䚹䛭䛣䛷䠈㍈ຊ䛾ᙳ㡪䜢཯ᫎ䛧䛯ᱱ䛾ᛶ⬟ホ౯ᘧ䜢ᥦ᱌䛧䠈ᵓ㐀タィ⪅䛜ᱱ㒊ᮦ䛾ᦆയ䜢㜵䛠䜘䛖᩿㠃䜢㑅ᐃ䛷䛝䜛䜘䛖䛻䛧䛯䚹ᡂᯝ䛿㗰ᵓ㐀タィᣦ㔪䛾ḟᅇᨵᐃ᫬䛾཯ᫎ䛜ᮇᚅ䛥䜜䜛䚹ᅗ⾲
4-node shell element(SHS column)[N/mm2]500

4-node shellelement (I-beam)Connector

250
0
-250

Referencepoint (link)
X1

Y3

BRB
Y2
X5 Y1

-500

Connector

Connector(BRB)

Referencepoint (joint)

Connector䚷䚷ᅗ1 ไ᣺ᵓ㐀≀ゎᯒ䝰䝕䝹䚷䚷䚷䚷䚷䚷ᅗ2 ไ᣺㒊ศᯫᵓヲ⣽ゎᯒ䝰䝕䝹

4-node shell element(gusset plate)Connector
Referencepoint (link)ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥ
Atsushi Suzuki and Yoshihiro Kimura. "Rotation capacity of I-shaped beam failed by local buckling inbuckling-restrained braced frames with rigid beam-column connections," Journal of StructuralEngineering, 149(2), 2023, 04022243, ᰝㄞ᭷, ᅜ㝿, IF: 3.312
Atsushi Suzuki, Yoshihiro Kimura, Yoriyuki Matsuda, and Kazuhiko Kasai. "Rotation capacity of Ishaped beams with concrete slab in buckling-restrained braced frames," Journal of StructuralEngineering, Submitted, ᰝㄞ᭷, ᅜ㝿, IF: 3.312Ꮫ⾡ㄽᩥ䚷ྜィ䠄䚷2䚷䠅⦅䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ䝺䝆䝸䜶䞁䝇ᩘ㔞໬◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼Ụᡞ᫬௦䛸⌧௦䛾⏫䛾㇦㞵⅏ᐖ䝸䝇䜽䛸ᒃఫ✵㛫䚷≉ᛶ䛾ホ౯

◊✲
ㄢ㢟

(2)

㕥ᮌ䚷

⫋ྡ

ᩍᤵ

ྡᇛ኱Ꮫ⌮ᕤᏛ㒊♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉◊✲⤌⧊䠄䖂 ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡ䖂 㕥ᮌ䚷ྡᇛ኱Ꮫ⌮♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉䠄⮬↛⅏ᐖ䝸䝇䜽㍍ῶ◊✲䝉䞁䝍䞊䠅䚽 ᳃ཱྀ ࿘஧

ᑠ㧗䚷⊛ྖᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤྡᇛ኱Ꮫ⌮♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉䠄⮬↛⅏ᐖ䝸䝇䜽㍍ῶ◊✲䝉䞁䝍䞊䠅⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ䠄䡴䢗䡹䡭䢊䢛䡮䢙䢀䢎䢙䢀䠅ྡᇛ኱Ꮫ⌮♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉䠄⮬↛⅏ᐖ䝸䝇䜽㍍ῶ◊✲䝉䞁䝍䞊䠅୰ᮧ䚷୍ᶞྡᇛ኱Ꮫ⌮♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉䠄⮬↛⅏ᐖ䝸䝇䜽㍍ῶ◊✲䝉䞁䝍䞊䠅⸨஭䚷ᖾὈྡᇛ኱Ꮫ⌮♫఍ᇶ┙䝕䝄䜲䞁ᕤᏛ⛉䠄⮬↛⅏ᐖ䝸䝇䜽㍍ῶ◊✲䝉䞁䝍䞊䠅ዟᮧ䚷ㄔᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᑎ⏣䚷㈼஧㑻

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ⼎ྡ䚷⿱୍ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᕝෆ䚷῟ྐᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ㔝ᮧ䚷᛭ెᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ䚽 ⁁ཱྀ ᩔᏊ

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥

ᮇ䚷㛫

⤒㈝

488,000෇◊✲䛾ᴫせ௧࿴ඖᖺ䛾ྎ㢼19ྕ䛻䜘䛳䛶⏒኱䛺㇦㞵⿕ᐖ䛜Ⓨ⏕䛧䛯ᐑᇛ┴୸᳃⏫䜢ᑐ㇟䛸䛧䛶䠈㇦㞵⅏ᐖ 䝸䝇䜽ホ౯䛻≉໬䛧䛯⌧௦䛸㐣ཤ䠄Ụᡞ᫬௦䠅䛾䝰䝕䝹䜢ᵓ⠏䛩䜛䠊䛣䜜䜙䛾䝰䝕䝹䜢⏝䛔䛯䝅䝭䝳䝺䞊䝅䝵䞁䛻䜘䜚㇦㞵⅏ᐖ䝸䝇䜽䜢ᐃ㔞໬䛩䜛䛸䛸䜒䛻䠈㒔ᕷィ⏬ศ㔝䛾ᢏ⾡䜢⏝䛔䛶✵㛫 ≉ᛶ䜢ศᯒ䛧䠈䛭䛾⤖ᯝ䛻ᇶ䛵䛔䛶⌧௦䛸㐣ཤ䛾ᒃఫ✵㛫≉ᛶ䛸⅏ᐖ䝸䝇䜽䛾㐪䛔䜢ㄽ䛨䜛䠊◊✲䛾ලయⓗ䛺ᡂᯝ䞉Ἴཬຠᯝ⅏ᐖ䝸䝇䜽ศᯒ䜾䝹䞊䝥䛿䠈㐣ཤ䛾ᆅᙧ䝰䝕䝹䛾᚟ඖసᴗ䛸䝅䝭䝳䝺䞊䝅䝵䞁䛾㧗ᗘ໬䜢⾜䛳䛯䠊ᒃఫ✵㛫ศᯒ䜾䝹䞊䝥䛿䠈ᚐṌ䚸⮬ື㌴䛻䜘䜛⏕ά฼౽᪋タ䜈䛾䜰䜽䝉䝅䝡䝸䝔䜱䛜䚸ᖹ᫬䛻ẚ䜉⅏ᐖ᫬䛻䛹䛾⛬ᗘపୗ䛩䜛䛛䜢᥎ィ䛧䛯䠊䜎䛯䚸㑊㞴᪋タ䜈䛾ᚐṌ䜰䜽䝉䝇ᛶ䛻䜘䜛ᆅ༊䛾Ᏻ඲ᛶ䛾ᣦᶆ䜢᥎ィ䛧䠈䛭䛾⤖ᯝ䛛䜙㝵ᒙ䜽䝷䝇䝍䞊ศᯒ䛻䜘䛳䛶䚸㜿Ṋ㝰ᕝὶᇦ䛻䛚䛡䜛ᆅ༊Ᏻ඲ᛶ䛾ศ㢮䜢⾜䛳䛯䠊Ṕྐศᯒ䜾䝹䞊䝥䛿䠈Ụᡞ᫬௦䛛䜙⌧௦䜎䛷䛾Ṕྐ㈨ᩱ䛻ᇶ䛵䛔䛶୸᳃⏫䛾⅏ᐖᒚṔ᝟ሗ䜢ᩚ⌮䛩䜛䛸䛸䜒䛻䠈㐣ཤ䛾ᘓ≀䛾✵㛫ศᕸ䛾᝟ሗ䜢ᩚ⌮䛧䛯䠊ᅗ⾲⣼✚┦ᑐ☜⋡䠄㣗ᩱရ䚸ᚐṌ䠅৉ય਍৸ਙभ૴ୠ৔ীഘ

1

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0
0

2000
4000
6000
䜰䜽䝉䝅䝡䝸䝔䜱್

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0.5

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1
2
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਴ଞৎ॔ॡ७५ৈ
৸॔ॡ७५଩
৸॔ॡ७५ৈ
಼૩ৎ॔ॡ७५ৈ

ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥỈὶ㢼㤿䠈㕥ᮌ 䠈஭಴♸ᶞ䠈㟷ᮌಇ᫂䠖ᒃఫᆅ䛾⮬↛⅏ᐖ䝸䝇䜽䛾✀㢮䛻ᛂ䛨䛯ᒃఫ⥅⥆ព㆑䛻㛵䛩䜛◊✲䠈ᅵᮌᏛ఍ㄽᩥ㞟D3 (ᅵᮌィ⏬Ꮫ) 䠈Vol.77 䠈2022ᖺ, No.5 (ᅵᮌィ⏬Ꮫ◊✲䠈ㄽᩥ㞟➨39ᕳ) 䠈 I_161-I_171.
኱▮࿘ᖹ䠈୰ᮧ୍ᶞ䠖ᆅᇦ㜵⅏䜢⪃៖䛧䛯QOL 䛸 Walkability 䛾㛵ಀศᯒ䠈ᅵᮌᏛ఍ㄽᩥ㞟D3 䠈2022ᖺ, Vol.77 䠈
No.5 䠈 I_765-I_776.
୰ᮧ୍ᶞ䠈㐲⸨Ᏻ⏕䠈㧘ᒣᾈᕼ䠖⮬↛⎔ቃ䜢⪃៖䛧䛯䜲䞁䝣䝷䛸ᒃఫᛶ䛾㛵ಀศᯒ⮬↛⎔ቃ䜢 ⪃៖䛧䛯䜲䞁䝣䝷䛸ᒃఫᛶ䛾㛵ಀศᯒ- ὶᇦᅪ䛸኱㒔ᕷ䛾ẚ㍑ศᯒ - 䠈㒔ᕷィ⏬ㄽᩥ㞟䠈2022ᖺ, Vol.58, No.1.
ᑠ㧗⊛ྖ䠈ᮤᆂኴ䠈୰ᮧᏹᶞ䠈ᒣୗ㞙ྐ䠖㧗㏱Ỉᛶᇶ♏ᆅ┙ୖ䛾Ἑᕝሐ㜵䛾ᾐ㏱◚ቯ䛻ᑐ䛩䜛ຠᯝⓗ䛺ᇶ┙᤼Ỉᕤ䛾᳨ウ䠈ᆅ┙ᕤᏛ䝆䝱䞊䝘䝹䠈2022ᖺ, 17ᕳ 3ྕ䠈p.803-808.
ᑠ㧗⊛ྖ䠈▼ཎ㞞つ䠈ᮤᆂኴ䠖ᆅ┙㜵⅏䠈⎔ቃಖ඲䛻㈨䛩䜛ᆅ┙ᨵⰋᢏ⾡䛾⌧≧䛸ᒎᮃ 䠎䠊Ἑᕝሐ㜵䛾ᆅ㟈䛻䜘䜛⿕ᐖ䛸⪏㟈ᑐ⟇䠈ᮦᩱ䠈2022ᖺ, 71ᕳ䠈9ྕ,䚷p.803-808.
ஂಖ⿱୍䠈ᑠ㧗⊛ྖ䠈ᯈᶫ୍㞝䠖⢓ᛶᅵ䛾ຊᏛᣲື䛻ཬ䜌䛩✀䚻䛾せᅉ䛻䛴䛔䛶䛾ᐇ㦂ⓗ䝆䝱䞊䝘䝹䠈17(4), 2022ᖺ12᭶᳨ウ䠈ᆅ┙ᕤᏛ

ྜྷᕝ㧗ᗈ䠈㔝⏣฼ᘯ䠈୰㔝ṇᶞ䠈ᑠ㧗⊛ྖ䠈ኟ┠ᑗႹ䠈㞴Ἴႛྖ䠖2021ᖺ7᭶⇕ᾏᅵ▼ὶ⅏ᐖ䛻䛚䛡䜛┒䜚ᅵᔂቯ䝯䜹䝙䝈䝮䛾ゎ᫂䠉୕┦⣔ᙎረᛶゎᯒ䛸྾Ỉ㌾໬ヨ㦂䠉䠈ᆅ┙ᕤᏛ఍ㄅ䠈2023ᖺ, 71ᕳ䠈3ྕ䠊እ㔛೺ኴ, బ䚻ᮌ㥴, Nilo Lemuel J. Dolojan, ᳃ཱྀ࿘஧, ᑎ⏣㈼஧㑻䠖㝆㞵䛾✵㛫ⓗ୙☜ᐇᛶ䜢 ⪃៖䛧䛯ᩳ㠃Ᏻᐃゎᯒ䛻䜘䜛ᩳ㠃ᔂቯ䝝䝄䞊䝗䝬䝑䝥䛾ᵓ⠏䠈᪥ᮏィ⟬ᕤᏛ఍ㄽᩥ㞟䠈2022ᖺ䠈20220018䠊
Ꮫ⾡ㄽᩥ䚷ྜィ䠄 8 䠅⦅䠐䛴䛾㔜Ⅼ◊✲㡿ᇦ䛾◊✲ෆᐜ䛻㛵㐃䛧䚸⅏ᐖ䝺䝆䝸䜶䞁䝇䛾ྥୖ䛻㈉⊩䛩䜛◊✲䠘⅏ᐖ䝺䝆䝸䜶䞁䝇ᩘ㔞໬◊✲㡿ᇦ䠚◊✲ㄢ㢟ྡ◊✲௦⾲⪅Ặྡᡤᒓᶵ㛵➼㝆㞵ὶฟỏ℃ゎᯒ䛸⡆᫆ᆺἙᕝ┘ど䜹䝯䝷⏬ീゎᯒ䜢 ⏝ ◊✲䛔䛯䝸䜰䝹䝍䜲䝮ᾐỈண 䛾㧗ᗘ໬
ㄢ㢟

(2)

⫋ྡ

ຓᩍ

⤒㈝

500,000෇ᶫᮏ䚷㞞࿴ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ◊✲⤌⧊䠄Խ ◊✲௦⾲⪅䚸䚽 ⅏ᐖ◊ᢸᙜᩍဨ䠅Ặ䚷ྡ䖂 ᶫᮏ㞞࿴

ᡤ䚷ᒓ䚷ᶵ䚷㛵䚷ྡᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤୖᒸὒᖹ᪥ᮏ䝭䜽䝙䝲ᰴᘧ఍♫Ṋ⏣ⓒྜᏊᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ

Erick Mas

ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤ㢼㛫⪽ᮾ໭኱ᏛᕤᏛ◊✲⛉㉺ᮧಇ୍ᮾ໭኱Ꮫ⅏ᐖ⛉Ꮫᅜ㝿◊✲ᡤᮇ䚷㛫

௧࿴4ᖺ7᭶11᪥䚷䡚䚷௧࿴5ᖺ3᭶31᪥◊✲䛾ᴫせ㇦㞵᫬䛾䝸䜰䝹䝍䜲䝮ᾐỈண 䛾㧗⢭ᗘ໬䜢㐩ᡂ䛩䜉䛟䚸⡆᫆ᆺἙᕝ┘ど䜹䝯䝷䜢⏝䛔䛯㉺Ỉ᳨▱䛸㝆㞵ὶฟゎᯒ䛻䜘䜚䚸㉺ὶ㔞᥎ᐃ䛸ᾐỈண 䜢⾜䛔䚸⢭ᗘ䜢᳨ド䛩䜛䛸ඹ䛻䝸䜰䝹䝍䜲䝮䛷䛾㐠⏝䛾ㄢ㢟䜢ᢳฟ䛩䜛䚹ᮏ◊✲䛻䜘䜚඲ᅜ䛻⣙4,400ྎタ⨨䛥䜜䛶䛔䜛┘ど䜹䝯䝷䛻䜘䜛㎿㏿䛛䛴㧗⢭ᗘ䛺ᾐỈண యไ䛜☜❧䛥䜜䜛䚹◊✲䛾ලయⓗ䛺ᡂᯝ䞉ἼཬຠᯝὥỈỏ℃ᩘ್ゎᯒ䛻㛵䛧䛶䚸ᅜᅵ஺㏻┬ᮾ໭ᆅ᪉ᩚഛᒁ䛾༠ຊ䛻䜘䜚䚸ᮾ໭ᆅ᪉ෆ䛾୍⣭Ἑᕝ䛻䛚䛡䜛Ἑᕝᶓ᩿㠃䜢ྲྀᚓ䛧䚸Ἑ㐨ෆ䛾ヲ⣽䛺ᆅᙧ䝕䞊䝍䜢⪃៖䛧䛯䝸䜰䝹䝍䜲䝮㝆㞵ὶฟỏ℃ゎᯒ䛾㐠⏝䜢㛤ጞ䛩䜛䛣䛸䛜䛷䛝䛯䚹⡆᫆ᆺἙᕝ┘ど䜹䝯䝷䛾⏬ീゎᯒ䛻㛵䛧䛶䚸㐣ཤ䛾ὥỈỏ℃䜲䝧䞁䝖䛾⏬ീ䝕䞊䝍䜢AI䛻Ꮫ⩦䛥䛫䜛䛣䛸䛷䚸Ỉ㠃᳨▱䛾⢭ᗘ䜢ྥୖ䛥䛫䜛䛣䛸䛜䛷䛝䛯䚹䜎䛯䚸Ỉ㠃䛛䜙Ỉ఩䜈䛾᝟ሗኚ᥮䛻ྲྀ䜚⤌䜏䚸ᩘcm䛾ㄗᕪ䛷Ỉ఩᝟ሗ䜢ᢳฟ䛷䛝䜛䛣䛸䜢☜䛛䜑䛯䚹ᅗ⾲ᕥ: ᮾ໭ᆅ᪉䛾୍⣭Ἑᕝ䛻䛚䛡䜛䝸䜰䝹䝍䜲䝮㝆㞵ὶฟỏ℃ゎᯒ䛾㐠⏝䚸ྑ: ⡆᫆ᆺ┘ど䜹䝯䝷⏬ീ䛛䜙ᚓ䜙䜜䛯Ỉ఩ኚ໬䠄㟷⥺: Ỉ఩ᶆ䛻䜘䜛ᐇ , ᶳ⥺:⏬ീ䛻䜘䜛᥎ᐃ䠅ᡂᯝ䛸䛧䛶Ⓨ⾲䛧䛯ㄽᩥୖᒸὒᖹ, ᶫᮏ㞞࿴, ㉺ᮧಇ୍, ῝ᒙᏛ⩦䜢⏝䛔䛯Ἑᕝ┘ど䜹䝯䝷䛻䜘䜛Ỉ㠃㡿ᇦ䛾ᢳฟ䞊௧࿴4ᖺ7᭶ᐑᇛ┴㇦㞵䛻䛚䛡䜛᳨ド䞊, ᆅᇦᏳ඲Ꮫ఍᱾ᴫ㞟, 51ᕳ, 2022, 141ࠥ142㡫, ᰝㄞ↓, ᅜෆᏛ⾡ㄽᩥ䚷ྜィ䠄䚷1䚷䠅⦅