Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
20241111_GEOINTの最新動向_古橋
Search
Taichi FURUHASHI
November 11, 2024
Technology
0
170
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
Taichi FURUHASHI
November 11, 2024
Tweet
Share
More Decks by Taichi FURUHASHI
See All by Taichi FURUHASHI
FOSS4G 2024 Belem, SotM LatAm 2024 Belem, FOSS4G Asia 2024 Bangkok 個人的ふりかえり
fullfull
0
89
20241211_StateoftheFOSS4G2024.pdf
fullfull
0
35
20241210_DRONEBIRD.pdf
fullfull
0
48
20241210_UNVTPortable.pdf
fullfull
0
27
DRONEBIRDs ARE GO! | Taichi FURUHASHI
fullfull
0
73
PLATEAU concierge v0.1 | PLATEAU AWARD 2024
fullfull
0
36
「Disaster Management Policies B」特別講義 How to edit the OpenStreetMap 古橋資料
fullfull
0
38
Power of Open Mapping | Taichi Furuhashi, Aoyama Gakuin Univ.
fullfull
1
61
Mapillary with THETA X in Milano
fullfull
0
330
Other Decks in Technology
See All in Technology
Tech-Verse 2025 Keynote
lycorptech_jp
PRO
0
1.3k
asken AI勉強会(Android)
tadashi_sato
0
140
ビズリーチが挑む メトリクスを活用した技術的負債の解消 / dev-productivity-con2025
visional_engineering_and_design
0
280
AWS テクニカルサポートとエンドカスタマーの中間地点から見えるより良いサポートの活用方法
kazzpapa3
2
610
作曲家がボカロを使うようにPdMはAIを使え
itotaxi
0
390
GeminiとNotebookLMによる金融実務の業務革新
abenben
0
250
なぜ私はいま、ここにいるのか? #もがく中堅デザイナー #プロダクトデザイナー
bengo4com
0
1.3k
Node-RED × MCP 勉強会 vol.1
1ftseabass
PRO
0
180
Oracle Cloud Infrastructure:2025年6月度サービス・アップデート
oracle4engineer
PRO
2
310
Delegating the chores of authenticating users to Keycloak
ahus1
0
130
250627 関西Ruby会議08 前夜祭 RejectKaigi「DJ on Ruby Ver.0.1」
msykd
PRO
2
370
Amazon Bedrockで実現する 新たな学習体験
kzkmaeda
2
680
Featured
See All Featured
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
44
2.4k
Done Done
chrislema
184
16k
Designing for Performance
lara
609
69k
How to train your dragon (web standard)
notwaldorf
94
6.1k
Typedesign – Prime Four
hannesfritz
42
2.7k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
A Modern Web Designer's Workflow
chriscoyier
694
190k
A better future with KSS
kneath
239
17k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
The Invisible Side of Design
smashingmag
300
51k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
31
1.3k
StorybookのUI Testing Handbookを読んだ
zakiyama
30
5.9k
Transcript
Taichi Furuhashi @mapconcierge GEOINTͷ࠷৽ಈ ʙ Geospatial Informationɿ ཧۭؒใ ʙ εϚʔτࣾձʹ͓͚ΔΠϯϑϥཧ
ʙ%9ͱσδλϧπΠϯ͕Δ৽ͨͳੈքʙ
4FQ"VH
None
@mapconcierge
ਤ υϩʔϯඈͤΔ
(MPCBM4UVEJFTBOE$PMMBCPSBUJPO IUUQTZPVUVCFOY"G-VPGZ"
None
IUUQTGVSVIBTIJMBCHJUIVCJP6/75@)BDLBUIPO@%SPOF
None
1SPKFDU1-"5&"6ίϯιʔγΞϜ ΞυόΠβϦʔϘʔυ࠲ ࠲
!NBQDPODJFSHF
#Agenda 1. ࣗݾհ 2. OSINT/GEOINTͱ 3. ϩγΞʹΑΔΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొౡͰߦͬͨ͜ͱ 5.
·ͱΊ
04*/5 0QFO4PVSDF*OUFMJHFODF
https://www.bellingcat.com
None
None
None
None
None
None
None
https://www.washingtonpost.com/news/worldviews/wp/2014/08/26/heres-how-to-track-terrorists-on-google-earth/
l04*/50QFO4PVSDF*OUFMJHFODFz ެ։͞Ε͍ͯΔใ͔Β ࣄ࣮ΛੵΈ্͛ͯ ਅ࣮Λ໌Β͔ʹ͢Δ ߹๏తͳࢿྉͷಥ͖߹ΘͤΔख๏
https://www.oryxspioenkop.com
https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html
https://www.oryxspioenkop.com/2022/02/attack-on-europe-documenting-equipment.html
https://postimg.cc/ygNLXjhC
https://x.com/oryxspioenkopJP
https://x.com/oryxspioenkopJP/status/1851941152695685528
https://x.com/alex_kokcharov/status/1855573648804843986/photo/1
https://x.com/WarSpotting/status/1853805375566254466
https://x.com/TheStudyofWar/status/1855416313520570800
(&0*/5 (FPTQBUJBM*OUFMJHFODF
l(&0*/5(FPTQBUJBM*OUFMJHFODFz ཧۭؒใ͔Β ͦͷࣄ͕Ͳ͜Ͱى͖͍ͯΔͷ͔Λ ੳ͠ҐஔΛಛఆ͢Δख๏ɻ
$MPTFE(&0*/5
@Liveuamap @GeoConfirmed 0QFO(&0*/5 $MPTFE(&0*/5
@Liveuamap @GeoConfirmed 0QFO(&0*/5 $MPTFE(&0*/5
#Agenda 1. ࣗݾհ 2. OSINT/GEOINTͱ 3. ϩγΞʹΑΔΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొౡͰߦͬͨ͜ͱ 5.
·ͱΊ
#Agenda 1. ࣗݾհ 2. OSINT/GEOINTͱ 3. ϩγΞʹΑΔΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొౡͰߦͬͨ͜ͱ 5.
·ͱΊ
3VTTJBOJOWBTJPOPG6LSBJOF 'FCʙ
IUUQTXXXQMBOFUDPNHBMMFSZ
IUUQTXXXQMBOFUDPNHBMMFSZ
IUUQTXXXQMBOFUDPNHBMMFSZ
IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF
IUUQTXXXQMBOFUDPNHBMMFSZQPTUNZLPMBJWBJSCBTF
-JDFOTF ඇӦརతͰ͋Ε ڐෆཁͰࣗ༝ʹ͑Δʂ
͔͠͠ Ґஔใͷϝλσʔλ͕ͳ͍ʂ 1MBOFUଆ͍࣋ͬͯΔͷʹ ҙਤతʹܽམ͍ͤͯ͞Δɻ ʢ͓ͦΒ͘Ϗδωε্ͷʣ
୯ͳΔը૾
8IFSFJT l.:,0-"*7"*3#"4&z
None
ʮͲ͜ͰʯʮԿ͕ʯى͖͍ͯΔͷ͔ ਖ਼֬ʹ͑Δ͜ͱ ϝσΟΞͷɻ
+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
None
6LSBJOF(&0*/5ͱͯ͠ ऩू͍ͯ͠Δใ 🔎ެ։͞ΕͨӴը૾ 🔎ެ։͞Εͨυϩʔϯը૾ 🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ 🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ 🔎ެ։͞Εͨ˃ύϊϥϚը૾
)PXUP(FPSFGFSFODF
PO(PPHMF&BSUI
-JDFOTF ϑΣΞϢʔε ҙɿݱࡏɺຊͷஶ࡞ݖ๏ͰϑΣΞϢʔεೝΊΒΕ͍ͯ·ͤΜɻ
Google Ϛοϓ / Google Earth Ճར༻ن ࠷ऴߋ৽: 2022 1
݄ 12 IUUQTXXXHPPHMFDPNJOUMKBIFMQUFSNT@NBQT
Google Ϛοϓ / Google Earth Ճར༻ن ࠷ऴߋ৽: 2022 1
݄ 12 IUUQTXXXHPPHMFDPNJOUMKBIFMQUFSNT@NBQT
δΦϦϑΝϨϯεࡁͷ Ӵը૾Λ࠶
8) XIFOʢ͍ͭʣɺXIFSFʢͲ͜Ͱʣɺ XIPʢ୭͕ʣɺXIBUʢԿΛʣɺ XIZʢԿނʣɺIPXʢͲͷΑ͏ʹʣ
8) XIFOʢ͍ͭʣɺXIFSFʢͲ͜Ͱʣɺ XIPʢ୭͕ʣɺXIBUʢԿΛʣɺ XIZʢԿނʣɺIPXʢͲͷΑ͏ʹʣ
ใಓͰΘΔ8IFSFͷѻ͍ ܰࢹ͞Ε͍ͯΔɻ
IUUQTFEJUJPODOODPNFVSPQFMJWFOFXTVLSBJOFSVTTJBQVUJOOFXTI@BFBCGBBGGBE
IUUQTFEJUJPODOODPNFVSPQFMJWFOFXTVLSBJOFSVTTJBQVUJOOFXTI@BFBCGBBGGBE /PSUIFBTUPG.BSJVQPM ϚϦϙϦͷ౦
None
None
ϚϦϙϦ
ཧۭؒใΛ͏ίπ
ᶃҢܦͰ͑Δ
IUUQTUXJUUFSDPNNF@NBSDPTUBUVT
IUUQTUXJUUFSDPNNF@NBSDPTUBUVT
None
ҢܦΛ͑Δͱ͖ ʮेਐܦҢʯͰʮΧϯϚ۠Γʯ ଌܥʮ8(4ʯҰ
͘Ε͙Ε چຊଌܥͰ ඵ Θͳ͍͜ͱ
ᶄదͳσʔλܗࣜ
,.-,.; (FP+40/ 9:;5JMF (PPHMF &BSUI ଞɺ2(*4ɺ"SD(*4ͳͲ༷ʑͳ(*4πʔϧʹల։Մ ೳɻɾઢɾ໘͚ͩͰͳ͘ɺӴը૾ͷΑ͏ͳը૾σʔλɺε τϦʔτϏϡʔͷΑ͏ͳύϊϥϚࣸਅͳͲల։Մೳɻ Σϒਤʹల։͢Δ߹ͷ૬ޓޓੑ,.-Λ͑Δɻୠ͠ɾ ઢɾ໘͚͔ͩ͠ѻ͑ͳ͍ɻ(JU)VC(JTUͰࣗಈϨϯμϦϯάػೳ͕
ಇͨ͘Ίɺσʔλڞ༗ͱՄࢹԽ͕༰қɻ (PPHMF.BQT͕ൃ໌ͨ͠େ༰ྔͷཧۭؒใ৴ϓϩτίϧɻॳը૾λ ΠϧͷΈ͕ͩͬͨɺࠓ.BQCPYʹΑΔϕΫτϧλΠϧϓϩτίϧීٴ͠ɺ ཧӃਤ0QFO4USFFU.BQɺ.BQCPYɺ$FTJVNɺ(PPHMF&BSUI8FCͳͲͰ ల։͕Մೳɻୠ͠λΠϧσʔλੜ࡞ۀͦΕͳΓʹԋࢉϦιʔεඞཁɻ
ᶅ1FSNBMJOL63-
IUUQTFOXJLJQFEJBPSHXJLJ1FSNBMJOL ߃ٱϦϯΫʢϦϯΫΕΛى͜͞ͳ͍ʣ
ਖ਼͘͠ Ґஔใͱ࣌ؒใ͕ ༩͑ΒΕΔ͜ͱͰ
(FPSFGFSFDF ˣ $PNQBSJTPOGPSUJNFTFSJFT
IUUQTHJUIVCDPNNBQDPODJFSHF6LSBJOFEBUBJTTVFT
ࣄ࣮Λ ਖ਼͘͠ଊ͍͑ͯΔ͔ ൺֱੳͰ͖Δɻ
"QSʹ ϛϥϊՊେֶͰ (&0*/5ಛผߨٛΛ࣮ࢪ
None
Ӵը૾͚ͩͰ ਅِఆͰ͖Δͷ͔ʁ ʲֶੜ͔Βͷ࣭ʳ
͍͠Ͱ͢ɻ ෳͷใݯΛ Έ߹ΘͤΔ͜ͱ͕ॏཁ ʲݹڮͷճʳ
None
6LSBJOF(&0*/5ͱͯ͠ ऩू͍ͯͨ͠ใ 🔎ެ։͞ΕͨӴը૾ 🔎ެ։͞Εͨυϩʔϯը૾ 🔎ެ։͞Εͨυϩʔϯө૾ˠ%ϞσϧԽ 🔎ެ։͞Εͨ%ϞσϧʢҰ෦ߪೖʣ 🔎ެ։͞Εͨ˃ύϊϥϚը૾
ଟ༷ͳιʔεΛ Έ߹Θͤͯ ࣄ࣮ใΛੵΈ্͛Δɻ
IUUQTXXXSFVUFSTDPNXPSMEFVSPQFSVTTJBOHSPVOEGPSDFTNPWFDMPTFSLZJWDPOWPZTUSFUDIFTNJMFTNBYBS
None
Ґஔใ l4UPZBOLBzͱ͍͏໊ͷΈ
͜͜Ͳ͜ͳͷ͔ʁ
͜ͷӴը૾͔ΒಡΈऔΕΔͷͳΜͰ͔͢ʁ
͜ͷը૾ϑΣΠΫͰͳ͍ͷ͔ʁ
ຊʹ࣮ࡏ͢Δͷ͔ʁ
6λʔϯཱମڮ
None
ࣹͷํ
͜ͷը૾ೆ͕ٯస͍ͯ͠Δ Ӵը૾Ͱ͋Δɻ
Ͱɺ(PPHMF&BSUIͰ ͜ͷॴ͕࣮ࡏ͢Δ͔ ֬ೝͯ͠Έ·͠ΐ͏ɻ
None
6λʔϯཱମڮ
None
ઌఔͷ6λʔϯཱମڮͱಉ͡ʁ
ͳʹ͔ҧ͏ʁʁʁ
None
6λʔϯཱମڮ
װ ઢ ಓ ࿏ ɾ Տ
װ ઢ ಓ ࿏ ɾ Տ Λ্ʹճస
͏Ұ (PPHMF&BSUIΛ֬ೝ
None
װઢಓ࿏ ɾ
None
͜ͷ6λʔϯཱମڮ (PPHMF&BSUIʹ ܝࡌ͞Ε͍ͯͳ͔ͬͨ
(PPHMF&BSUIʹ ܝࡌ͞Ε͍ͯͨӴը૾ ࡱӨͷݹ͍ͷ
͜ͷΑ͏ʹ ͻͨ͢Β Ӵը૾ͷҐஔΛಛఆ
δΦϦϑΝϨϯε ͢Δ͜ͱͰ Կ͕ݟ͑ͯ͘Δͷ͔ʁ
ڑ໘ੵɺମੵͳͲͷఆྔܭଌ ෳσʔλͷ࣌ܥྻੳ ෳιʔεΛΈ߹Θͤͨଟईੳ
#Agenda 1. ࣗݾհ 2. OSINT/GEOINTͱ 3. ϩγΞʹΑΔΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొౡͰߦͬͨ͜ͱ 5.
·ͱΊ
#Agenda 1. ࣗݾհ 2. OSINT/GEOINTͱ 3. ϩγΞʹΑΔΫϥΠφ৵߈Ͱߦͬͨ͜ͱ 4. ೳొౡͰߦͬͨ͜ͱ 5.
·ͱΊ
ೳొౡ
IUUQTUBTLTIPUPTNPSH
IUUQTUBTLTIPUPTNPSH
IUUQTXXXGBDFCPPLDPNQIPUP GCJETFUQDC
IUUQTUBTLTIPUPTNPSHQSPKFDUT
ೳొౡ 04.ΫϥΠγεϚοϐϯά جૅ࣏ࣗମΤϦΞͰ ૯$POUSJCVUPSTͷਓ ਓ ʢݱࡏʣ
ਆಸݝཱްਗ਼ೆߴֶߍ৽Ҫઌੜ IUUQTUXJUUFSDPNHFPHSBQIJDBTUBUVT
ߋ৽͞Εͨ 04.σʔλͷར༻ࣄྫ
IUUQTEJTBTUFSTZTUFNJUTKQPSHNBQNBQNBQMBZFSPTN
47(NBQ ,%%*ࢄܕࡂσʔλར׆༻ڠٞձ ίϖϧχΫεDPQFSOJDVT 0QFO4USFFU.BQ
https://www.nikkei.com/telling/DGXZTS00008820X10C24A1000000/
ࠓޙඃࡂͰ׆ಈ͢Δ ҰൠࡂϘϥϯςΟΞ͕ ΦϑϥΠϯڥͰ φϏήʔγϣϯՄೳɻ
IUUQTPSHBOJDNBQTBQQ ΦϑϥΠϯਤΞϓϦʮΦʔΨχοΫɾϚοϓʯ
෩߸Ͱͷ੩ԬݝͷਫͰ֦ࢄ͞ΕͨϑΣΠΫը૾ IUUQTXXXCV[[GFFEDPNKQLFJUBBJNPUPTIJ[VPLBGD
ੜܥ"*͕ҰൠԽͨ͠ ͷࣗવࡂͱͯ͠ ಉ༷ͷϑΣΠΫใ͕ ૿Ճ͢ΔͷͰͳ͍͔ʁ
(&0*/5
IUUQTUPHFUUFSDPNMJ
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUDP1W(;',94D IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
IUUQTUXJUUFSDPNNBQDPODJFSHFTUBUVT
ೳొౡ෮چࢧԉͷาΈϚοϓʛಡച৽ฉ IUUQTXXXZPNJVSJDPKQUPQJDTOPUPFBSUIRVBLFSFTUPSBUJPONBQ 0QFO&YUFSOBM#SPXTFS
ೳొౡ෮چࢧԉͷาΈϚοϓʛಡച৽ฉ IUUQTXXXZPNJVSJDPKQUPQJDTOPUPFBSUIRVBLFSFTUPSBUJPONBQ 0QFO&YUFSOBM#SPXTFS
(&0*/5Ͱॏཁͳཧۭؒใ Ӵը૾ ޫֶը૾ ߹։ޱϨʔμʔ 4"3 ը૾ ֎
ϋΠύʔεϖΫτϧ υϩʔϯ ΦϧιϞβΠΫը૾ ಈըө૾ ̏࣍ݩσʔλ ܈ %Ϟσϧ ετϦʔτը૾ σδΧϝɾεϚϗ ύϊϥϚΧϝϥ
ଟ༷ͳετϦʔτը૾Λ ϕʔεɾϨδετϦԽ͢Δɻ
Apple Look Around
None
None
None
None
/PW
/PW
/PW
/PW
None
·ͱΊ 4/4Λ׆༻͢Δ͜ͱͰ04*/5׆ಈ୭ͰͰ͖Δ ҐஔಛఆͷͨΊͷ(&0*/5ٕज़04*/5ੳख๏ͷதͰॏཁ (PPHMF.BQT&BSUIΛ͡Ίɺଟ༷ͳཧۭؒใͷΞΫηγ ϏϦςΟ্͕͍ͯ͠ΔͨΊɺιʔεΛೖख͍͢͠ Ґஔใ͕ਖ਼͘͠༩͑ΒΕΔ͜ͱͰఆྔతͳղੳ͕Մೳ ଟ༷ͳηϯαʔϓϥοτϑΥʔϜΛΈ߹ΘͤΔ͜ͱͰɺ৴པ ੑΛߴΊΔ͜ͱ͕Ͱ͖Δɻͱ͘ʹετϦʔτը૾ ੜܥ"*ͷొʹΑΓɺͦͷਅِఆқ͕͕͍͋ͬͯΔ
Ұԯ૯ҏೳԽ @mapconcierge