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20241111_GEOINTの最新動向_古橋

Avatar for Taichi FURUHASHI Taichi FURUHASHI
November 11, 2024
Technology
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 20241111_GEOINTの最新動向_古橋

超スマート社会におけるインフラ管理
～ DXとデジタルツインが創る新たな世界 ～

古橋講演資料

© mapconcierge, CC BY-SA 4.0
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Taichi FURUHASHI

November 11, 2024
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Transcript

  1. Taichi Furuhashi @mapconcierge GEOINTͷ࠷৽ಈ޲ ʙ Geospatial Informationɿ ஍ཧۭؒ৘ใ ʙ ௒εϚʔτࣾձʹ͓͚ΔΠϯϑϥ؅ཧ

    ʙ%9ͱσδλϧπΠϯ͕૑Δ৽ͨͳੈքʙ

  2. 4FQ"VH

  3. None

  4. @mapconcierge

  5. ஍ਤ԰ υϩʔϯ΋ඈ͹ͤΔ

  6. (MPCBM4UVEJFTBOE$PMMBCPSBUJPO 
 IUUQTZPVUVCFOY"G-VPGZ"

  7. None

  8. IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF

  9. None

  10. 1SPKFDU1-"5&"6ίϯιʔγΞϜ 
 ΞυόΠβϦʔϘʔυ࠲௕ ࠲௕

  11. !NBQDPODJFSHF

  12. #Agenda 1. ࣗݾ঺հ 2. OSINT/GEOINTͱ͸ 3. ϩγΞʹΑΔ΢ΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొ൒ౡ஍਒Ͱߦͬͨ͜ͱ 5.

    ·ͱΊ

  13. 04*/5 0QFO4PVSDF*OUFMJHFODF

  14. https://www.bellingcat.com

  15. None
  16. None
  17. None
  18. None
  19. None
  20. None
  21. None

  22. https://www.washingtonpost.com/news/worldviews/wp/2014/08/26/heres-how-to-track-terrorists-on-google-earth/

  23. l04*/50QFO4PVSDF*OUFMJHFODFz ެ։͞Ε͍ͯΔ৘ใ͔Β ࣄ࣮ΛੵΈ্͛ͯ ਅ࣮Λ໌Β͔ʹ͢Δ ߹๏తͳࢿྉͷಥ͖߹ΘͤΔख๏

  24. https://www.oryxspioenkop.com

  25. https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html

  26. https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html

  27. https://postimg.cc/ygNLXjhC

  28. https://x.com/oryxspioenkopJP

  29. https://x.com/oryxspioenkopJP/status/1851941152695685528

  30. https://x.com/alex_kokcharov/status/1855573648804843986/photo/1

  31. https://x.com/WarSpotting/status/1853805375566254466

  32. https://x.com/TheStudyofWar/status/1855416313520570800

  33. (&0*/5 (FPTQBUJBM*OUFMJHFODF

  34. l(&0*/5(FPTQBUJBM*OUFMJHFODFz ஍ཧۭؒ৘ใ͔Β ͦͷࣄ৅͕Ͳ͜Ͱى͖͍ͯΔͷ͔Λ ෼ੳ͠ҐஔΛಛఆ͢Δख๏ɻ

  35. $MPTFE(&0*/5

  36. @Liveuamap @GeoConfirmed 0QFO(&0*/5 $MPTFE(&0*/5

  37. @Liveuamap @GeoConfirmed 0QFO(&0*/5 $MPTFE(&0*/5

  38. #Agenda 1. ࣗݾ঺հ 2. OSINT/GEOINTͱ͸ 3. ϩγΞʹΑΔ΢ΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొ൒ౡ஍਒Ͱߦͬͨ͜ͱ 5.

    ·ͱΊ

  39. #Agenda 1. ࣗݾ঺հ 2. OSINT/GEOINTͱ͸ 3. ϩγΞʹΑΔ΢ΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొ൒ౡ஍਒Ͱߦͬͨ͜ͱ 5.

    ·ͱΊ

  40. 3VTTJBOJOWBTJPOPG6LSBJOF 'FCʙ

  41. IUUQTXXXQMBOFUDPNHBMMFSZ

  42. IUUQTXXXQMBOFUDPNHBMMFSZ

  43. IUUQTXXXQMBOFUDPNHBMMFSZ

  44. IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF

  45. IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF

  46. -JDFOTF ඇӦར໨తͰ͋Ε͹ ڐ୚ෆཁͰࣗ༝ʹ࢖͑Δʂ

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

  48. ୯ͳΔը૾

  49. 8IFSFJT l.:,0-"*7"*3#"4&z

  50. None

  51. ʮͲ͜ͰʯʮԿ͕ʯى͖͍ͯΔͷ͔ ਖ਼֬ʹ఻͑Δ͜ͱ͸ ϝσΟΞͷ໾໨ɻ

  52. +1&(GJMF  ,.-(SPVOE0WFSMBZ

  53. +1&(GJMF  ,.-(SPVOE0WFSMBZ ˠ,.;GJMFT

  54. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  55. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUB

  56. None

  57. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBUSFFNBJOTBUFMMJUFJNBHFSJFTUFNQ

  58. IUUQTUXJUUFSDPNIXUOWTUBUVT

  59. IUUQTUXJUUFSDPNIXUOW

  60. ʴ

  61. ʴ ˠ

  62. IUUQTDFTJVNDPNJPOTUPSJFTWJFXFS JECFGDEDDFBFDBDGF

  63. 6LSBJOF(&0*/5 @hwtnv @mapconcierge

  64. 6LSBJOF(&0*/5 @hwtnv @mapconcierge @masurakusuo @ryomakom

  65. 0VSTPVSDFT

  66. None

  67. 4BUFMMJUF*NBHFSJFT

  68. %NPEFMT

  69. 7JEFPˠ1IPUPHSBNFUPSZ

  70. None

  71. 6LSBJOF(&0*/5ͱͯ͠ ऩू͍ͯ͠Δ৘ใ 🔎ެ։͞ΕͨӴ੕ը૾ 🔎ެ։͞Εͨυϩʔϯը૾ 🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ 🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ 🔎ެ։͞Εͨ˃ύϊϥϚը૾

  72. )PXUP(FPSFGFSFODF

  73. PO(PPHMF&BSUI

  74. -JDFOTF ϑΣΞϢʔε ஫ҙɿ೥ݱࡏɺ೔ຊͷஶ࡞ݖ๏Ͱ͸ϑΣΞϢʔε͸ೝΊΒΕ͍ͯ·ͤΜɻ

  75. Google Ϛοϓ / Google Earth ௥Ճར༻ن໿ ࠷ऴߋ৽೔: 2022 ೥ 1

    ݄ 12 ೔ IUUQTXXXHPPHMFDPNJOUMKBIFMQUFSNT@NBQT

  76. Google Ϛοϓ / Google Earth ௥Ճར༻ن໿ ࠷ऴߋ৽೔: 2022 ೥ 1

    ݄ 12 ೔ IUUQTXXXHPPHMFDPNJOUMKBIFMQUFSNT@NBQT

  77. δΦϦϑΝϨϯεࡁͷ Ӵ੕ը૾౳Λ࠶഑෍

  78. 8) XIFOʢ͍ͭʣɺXIFSFʢͲ͜Ͱʣɺ XIPʢ୭͕ʣɺXIBUʢԿΛʣɺ XIZʢԿނʣɺIPXʢͲͷΑ͏ʹʣ

  79. 8) XIFOʢ͍ͭʣɺXIFSFʢͲ͜Ͱʣɺ XIPʢ୭͕ʣɺXIBUʢԿΛʣɺ XIZʢԿނʣɺIPXʢͲͷΑ͏ʹʣ

  80. ใಓͰ఻ΘΔ8IFSFͷѻ͍͸ ܰࢹ͞Ε͍ͯΔɻ

  81. IUUQTFEJUJPODOODPNFVSPQFMJWFOFXTVLSBJOFSVTTJBQVUJOOFXTI@BFBCGBBGGBE

  82. IUUQTFEJUJPODOODPNFVSPQFMJWFOFXTVLSBJOFSVTTJBQVUJOOFXTI@BFBCGBBGGBE /PSUIFBTUPG.BSJVQPM ϚϦ΢ϙϦͷ๺౦

  83. None
  84. None

  85. ϚϦ΢ϙϦ

  86. ஍ཧۭؒ৘ใΛ࢖͏ίπ

  87. ᶃҢ౓ܦ౓Ͱ఻͑Δ

  88. IUUQTUXJUUFSDPNNF@NBSDPTUBUVT

  89. IUUQTUXJUUFSDPNNF@NBSDPTUBUVT

  90. None

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

  92. ͘Ε͙Ε΋ چ೔ຊଌ஍ܥͰ ౓෼ඵ͸ ࢖Θͳ͍͜ͱ

  93. ᶄద੾ͳσʔλܗࣜ

  94. ,.-,.; (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

  95. ᶅ1FSNBMJOL63-

  96. IUUQTFOXJLJQFEJBPSHXJLJ1FSNBMJOL ߃ٱϦϯΫʢϦϯΫ੾ΕΛى͜͞ͳ͍ʣ

  97. ਖ਼͘͠ Ґஔ৘ใͱ࣌ؒ৘ใ͕ ༩͑ΒΕΔ͜ͱͰ

  98. (FPSFGFSFDF ˣ $PNQBSJTPOGPSUJNFTFSJFT

  99. IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBJTTVFT

  100.   

  101. ࣄ࣮Λ ਖ਼͘͠ଊ͍͑ͯΔ͔ ൺֱ෼ੳͰ͖Δɻ

  102. "QSʹ ϛϥϊ޻ՊେֶͰ (&0*/5ಛผߨٛΛ࣮ࢪ

  103. None

  104. Ӵ੕ը૾͚ͩͰ ਅِ൑ఆ͸Ͱ͖Δͷ͔ʁ ʲֶੜ͔Βͷ࣭໰ʳ

  105. ೉͍͠Ͱ͢ɻ ෳ਺ͷ৘ใݯΛ ૊Έ߹ΘͤΔ͜ͱ͕ॏཁ ʲݹڮͷճ౴ʳ

  106. None

  107. 6LSBJOF(&0*/5ͱͯ͠ ऩू͍ͯͨ͠৘ใ 🔎ެ։͞ΕͨӴ੕ը૾ 🔎ެ։͞Εͨυϩʔϯը૾ 🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ 🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ 🔎ެ։͞Εͨ˃ύϊϥϚը૾

  108. ଟ༷ͳιʔεΛ ૊Έ߹Θͤͯ ࣄ࣮৘ใΛੵΈ্͛Δɻ

  109. IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS

  110. None

  111. Ґஔ৘ใ͸ l4UPZBOLBzͱ͍͏஍໊ͷΈ

  112. ͜͜͸Ͳ͜ͳͷ͔ʁ

  113. ͜ͷӴ੕ը૾͔ΒಡΈऔΕΔ΋ͷ͸ͳΜͰ͔͢ʁ

  114. ͜ͷը૾͸ϑΣΠΫͰ͸ͳ͍ͷ͔ʁ

  115. ຊ౰ʹ࣮ࡏ͢Δͷ͔ʁ

  116. 6λʔϯཱମڮ

  117. None

  118. ೔ࣹͷํ޲

  119. ͜ͷը૾͸ೆ๺͕ٯస͍ͯ͠Δ Ӵ੕ը૾Ͱ͋Δɻ

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

  121. None

  122. 6λʔϯཱମڮ

  123. None

  124. ઌఔͷ6λʔϯཱମڮͱಉ͡ʁ

  125. ͳʹ͔ҧ͏ʁʁʁ

  126. None

  127. 6λʔϯཱମڮ

  128. װ ઢ ಓ ࿏ ೶஍ɾ૲஍ Տ ઒

  129. װ ઢ ಓ ࿏ ೶஍ɾ૲஍ Տ ઒ ๺Λ্ʹճస

  130. ΋͏Ұ౓ (PPHMF&BSUIΛ֬ೝ

  131. None

  132. װઢಓ࿏ ೶஍ɾ૲஍

  133. None

  134. ͜ͷ6λʔϯཱମڮ͸ (PPHMF&BSUIʹ͸ ܝࡌ͞Ε͍ͯͳ͔ͬͨ

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

  136. ͜ͷΑ͏ʹ ͻͨ͢Β Ӵ੕ը૾ͷҐஔΛಛఆ

  137. δΦϦϑΝϨϯε ͢Δ͜ͱͰ Կ͕ݟ͑ͯ͘Δͷ͔ʁ

  138. ڑ཭΍໘ੵɺମੵͳͲͷఆྔܭଌ ෳ਺σʔλͷ࣌ܥྻ෼ੳ ෳ਺ιʔεΛ૊Έ߹Θͤͨଟई౓෼ੳ

  139. #Agenda 1. ࣗݾ঺հ 2. OSINT/GEOINTͱ͸ 3. ϩγΞʹΑΔ΢ΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొ൒ౡ஍਒Ͱߦͬͨ͜ͱ 5.

    ·ͱΊ

  140. #Agenda 1. ࣗݾ঺հ 2. OSINT/GEOINTͱ͸ 3. ϩγΞʹΑΔ΢ΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొ൒ౡ஍਒Ͱߦͬͨ͜ͱ 5.

    ·ͱΊ

  141. ೳొ൒ౡ஍਒ 

  142. IUUQTUBTLTIPUPTNPSH

  143. IUUQTUBTLTIPUPTNPSH

  144. IUUQTXXXGBDFCPPLDPNQIPUP GCJETFUQDC

  145. IUUQTUBTLTIPUPTNPSHQSPKFDUT

  146. ೳొ൒ౡ஍਒ 04.ΫϥΠγεϚοϐϯά جૅ࣏ࣗମΤϦΞͰ ૯$POUSJCVUPSTͷ΂ਓ਺  ਓ ʢݱࡏʣ

  147. ਆಸ઒ݝཱް໦ਗ਼ೆߴ౳ֶߍ৽Ҫઌੜ IUUQTUXJUUFSDPNHFPHSBQIJDBTUBUVT

  148. ߋ৽͞Εͨ 04.σʔλͷར༻ࣄྫ

  149. IUUQTEJTBTUFSTZTUFNJUTKQPSHNBQNBQNBQMBZFSPTN

  150. ˜47(NBQ ,%%*෼ࢄܕ๷ࡂσʔλར׆༻ڠٞձ ίϖϧχΫεDPQFSOJDVT 0QFO4USFFU.BQ

  151. https://www.nikkei.com/telling/DGXZTS00008820X10C24A1000000/

  152. ࠓޙඃࡂ஍Ͱ׆ಈ͢Δ Ұൠࡂ֐ϘϥϯςΟΞ͕ ΦϑϥΠϯ؀ڥͰ΋ φϏήʔγϣϯՄೳɻ

  153. IUUQTPSHBOJDNBQTBQQ ΦϑϥΠϯ஍ਤΞϓϦʮΦʔΨχοΫɾϚοϓʯ

  154. ೥୆෩߸Ͱͷ੩Ԭݝͷਫ֐Ͱ֦ࢄ͞ΕͨϑΣΠΫը૾ IUUQTXXXCV[[GFFEDPNKQLFJUBBJNPUPTIJ[VPLBGD

  155. ੜ੒ܥ"*͕ҰൠԽͨ͠ ೥ͷࣗવࡂ֐ͱͯ͠ ಉ༷ͷϑΣΠΫ৘ใ͕ ૿Ճ͢ΔͷͰ͸ͳ͍͔ʁ

  156. (&0*/5

  157. IUUQTUPHFUUFSDPNMJ

  158. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  159. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  160. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  161. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  162. IUUQTUDP1W(;',94D IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  163. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  164. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  165. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  166. IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT

  167. ೳొ൒ౡ஍਒෮چࢧԉͷาΈϚοϓʛಡച৽ฉ IUUQTXXXZPNJVSJDPKQUPQJDTOPUPFBSUIRVBLFSFTUPSBUJPONBQ 0QFO&YUFSOBM#SPXTFS

  168. ೳొ൒ౡ஍਒෮چࢧԉͷาΈϚοϓʛಡച৽ฉ IUUQTXXXZPNJVSJDPKQUPQJDTOPUPFBSUIRVBLFSFTUPSBUJPONBQ 0QFO&YUFSOBM#SPXTFS

  169. (&0*/5Ͱॏཁͳ஍ཧۭؒ৘ใ Ӵ੕ը૾ 
 ޫֶը૾ 
 ߹੒։ޱϨʔμʔ 4"3 ը૾ 
 ੺֎

    
 ϋΠύʔεϖΫτϧ 
 υϩʔϯ 
 ΦϧιϞβΠΫը૾ 
 ಈըө૾ 
 ̏࣍ݩσʔλ 
 ఺܈ 
 %Ϟσϧ 
 ετϦʔτը૾ 
 σδΧϝɾεϚϗ 
 ύϊϥϚΧϝϥ

  170. ଟ༷ͳετϦʔτը૾Λ ϕʔεɾϨδετϦԽ͢Δɻ

  171. Apple Look Around

  172. None
  173. None
  174. None
  175. None

  176. /PW

  177. /PW

  178. /PW

  179. /PW

  180. None

  181. ·ͱΊ 4/4Λ׆༻͢Δ͜ͱͰ04*/5׆ಈ͸୭Ͱ΋Ͱ͖Δ ҐஔಛఆͷͨΊͷ(&0*/5ٕज़͸04*/5෼ੳख๏ͷதͰ΋ॏཁ (PPHMF.BQT&BSUIΛ͸͡Ίɺଟ༷ͳ஍ཧۭؒ৘ใ΁ͷΞΫηγ ϏϦςΟ͕޲্͍ͯ͠ΔͨΊɺιʔεΛೖख͠΍͍͢ Ґஔ৘ใ͕ਖ਼͘͠༩͑ΒΕΔ͜ͱͰఆྔతͳղੳ͕Մೳ ଟ༷ͳηϯαʔ΍ϓϥοτϑΥʔϜΛ૊Έ߹ΘͤΔ͜ͱͰɺ৴པ ੑΛߴΊΔ͜ͱ͕Ͱ͖Δɻͱ͘ʹετϦʔτը૾ ੜ੒ܥ"*ͷొ৔ʹΑΓɺͦͷਅِ൑ఆ͸೉қ౓͕͕͍͋ͬͯΔ

  182. Ұԯ૯ҏೳԽ @mapconcierge