"Our Intelligent Arctic Vision: 2025-2040" - Extended Version

The presentation reviews potential practical applications of the emerging field of Artificial Intelligence (AI) to monitor & manage our arctic environmental assets & resources.
(1) Personal Background: In June 1992 I first visited INEP/KSC & together with colleagues established the International KolaNet Programme for Environmental Monitoring using contemporary computer networking technologies including the Internet & Web Servers. For the 35th INEP Anniversary I review practical ways to apply AI to the challenges of arctic monitoring & consider a short-list of research & operational projects for the next 15 years.
(2) Past Event Timeline: Birth of Computer Networking & Intelligence. The early pioneers of Statistical Learning included 18thC Thomas Bayes (1702-1761) who established Bayesian Learning that is now used extensively in Intelligent Cybersecurity & Advanced Machine Learning. Modern AI & Computing emerged 80 years ago in the early 1940s with the mathematical creation of Neural Networks & the first electronic computers such as “Colossus” at Dollis Hill, UK. In 1973, already 50 years ago, I started by own PhD research into “Stochastic Machine Learning” & “Self-Organising Systems” at Cambridge University, UK
(3) Present Day Research: Physical & Human Arctic Environment & Cyber Tech Support. There are already extensive applications of Big Data Mining, AI & Machine Learning and Real-Time Image & Sensor Surveillance within Arctic Scientific Research. The multi-dimensional environments researched include Water Resources & Living Organisms, Air Pollution & Meteorology, Human Activities, Towns & Industrial Enterprises, Terrestrial Organic Life including Plants, Forests & Animals, Arctic Transportation & Geological Surveys.
(4) Future Vision 2025-2040: Practical Applications of AI & Machine Learning. We can consider the Arctic in both Physical Geographical Space as well as Temporal Events from Micro to Macro. I suggest that the ultimate aim of AI research tools is to establish a “Smart” or “Intelligent” Arctic that is to some extent able to self-monitor & triage alerts such as heavy metal water contamination, seismic events, chemical air pollution or possible radiation leaks. The Arctic Environment is so extensive in both Space & Time that during the coming 15+ years, AI will become an essential tool to monitor & apply the massive real-time data from the expanding network of active arctic sensors. It is already clear that AI will be of considerable use in the practical analysis of climate change, and long term assessment of arctic sea ice. Further applications of AI may be into the impact of industrial & geological enterprises within the dynamic arctic eco-system. Eventually we may expect that all aspects of Our Arctic Environments maybe explored in quasi-real-time through networked sensors & alerts triaged through AI Tools & Human Intelligence into an innovative “Arctic Digital Twin”!

1. Our Intelligent Arctic EnvironmentOur Intelligent Arctic EnvironmentOur Intelligent Arctic EnvironmentOur Intelligent Arctic Environment
**Future Vision: Future Vision: 2025 2025 ––20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
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* Our Intelligent Arctic Environment*
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

2. My Personal My Personal MissionMissionObjective!Objective!
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Dr Alex Dr Alex BaklanovBaklanov& Prof Gennady & Prof Gennady KalabinKalabinon the: on the: Dr Alex Dr Alex BaklanovBaklanov& Prof Gennady & Prof Gennady KalabinKalabinon the: on the:
…..“…..“KolaNetKolaNetProject Project ––Quick Response Network” Quick Response Network” ……
••……….Now 32 Years later, in ……….Now 32 Years later, in June 2024June 2024, I suggest , I suggest
focusing scientific resources on challenging new focusing scientific resources on challenging new
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* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
focusing scientific resources on challenging new focusing scientific resources on challenging new
projects related to a 21projects related to a 21
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3. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
1 1 ––My Intelligent Arctic JourneyMy Intelligent Arctic Journey
“Cambridge to “Cambridge to KolaNetKolaNet””
2 2 ––2020
thth
Maps & Atlases to 21Maps & Atlases to 21
stst
C AIC AI
“Cyber Explorations”“Cyber Explorations”
3 ––A BriefA BriefHistory of AIHistory of AIApplicationsApplications
“Neural Nets to “Neural Nets to GenAIGenAI””
4 4 ––Our Arctic Regions & EcoOur Arctic Regions & Eco--SectorsSectors
Lakes, Rivers, OceansLakes, Rivers, Oceans
55--Mapping AI to the Living ArcticMapping AI to the Living Arctic
10 Polar AI Projects10 Polar AI Projects
66––State of Intelligent Arctic: State of Intelligent Arctic: 20252025
““DataSetsDataSets& Satellites”& Satellites”
7 7 ––From From 2025 2025 ––2030 2030 : Next 5 Years: Next 5 Years
“Intelligent Eco Nets” “Intelligent Eco Nets”
88––
From From 20302030--20402040: 15 Year Vision : 15 Year Vision
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
9 –Next Steps: YOUR Project Plans!Next Steps: YOUR Project Plans!
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic
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-Future Vision: 2025 –2040 -
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
“Intelligent Eco Nets” “Intelligent Eco Nets”
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic

4. 1919
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Steel Works : Steel Works : ЮзовкаЮзовка--c1890c1890
“Hughesovka” “Hughesovka” --now “Donetsk”now “Donetsk”
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5
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Download: Download: www.valentina.net/Hughesovkawww.valentina.net/Hughesovka--Donetsk.pdfDonetsk.pdf
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6
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
…From 19…From 19
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! ...! ...

7. “Visualisation of AI Cyberspace”: “Visualisation of AI Cyberspace”: Global IP “WHOIS” IndexGlobal IP “WHOIS” Index
7
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
…From 19…From 19
thth
C Industrial World To 21C Industrial World To 21
stst
C Intelligent WorldC Intelligent World
! ...! ...

8. “Visualisation of AI Cyberspace”: “Visualisation of AI Cyberspace”: Global IP “WHOIS” IndexGlobal IP “WHOIS” Index
8
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
…From 19…From 19
thth
C Industrial World To 21C Industrial World To 21
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! ...! ...
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9. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
1 1 ––My Intelligent Arctic JourneyMy Intelligent Arctic Journey
“Cambridge to “Cambridge to KolaNetKolaNet””
2 2 ––2020
thth
Maps & Atlases to 21Maps & Atlases to 21
stst
C AIC AI
“Cyber Explorations”“Cyber Explorations”
3 ––A BriefA BriefHistory of AIHistory of AIApplicationsApplications
“Neural Nets to “Neural Nets to GenAIGenAI””
4 4 ––Our Arctic Regions & EcoOur Arctic Regions & Eco--SectorsSectors
Lakes, Rivers, OceansLakes, Rivers, Oceans
55--Mapping AI to the Living ArcticMapping AI to the Living Arctic
10 Polar AI Projects10 Polar AI Projects
66––State of Intelligent Arctic: State of Intelligent Arctic: 20252025
““DataSetsDataSets& Satellites”& Satellites”
7 7 ––From From 2025 2025 ––2030 2030 : Next 5 Years: Next 5 Years
“Intelligent Eco Nets” “Intelligent Eco Nets”
88––
From From 20302030--20402040: 15 Year Vision : 15 Year Vision
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
9 –Next Steps: YOUR Project Plans!Next Steps: YOUR Project Plans!
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic
9
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
“Intelligent Eco Nets” “Intelligent Eco Nets”
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic

10. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
1 1 ––My Intelligent Arctic JourneyMy Intelligent Arctic Journey
“Cambridge to “Cambridge to KolaNetKolaNet””
2 2 ––2020
thth
Maps & Atlases to 21Maps & Atlases to 21
stst
C AIC AI
“Cyber Explorations”“Cyber Explorations”
3 ––A BriefA BriefHistory of AIHistory of AIApplicationsApplications
“Neural Nets to “Neural Nets to GenAIGenAI””
4 4 ––Our Arctic Regions & EcoOur Arctic Regions & Eco--SectorsSectors
Lakes, Rivers, OceansLakes, Rivers, Oceans
55--Mapping AI to the Living ArcticMapping AI to the Living Arctic
10 Polar AI Projects10 Polar AI Projects
66––State of Intelligent Arctic: State of Intelligent Arctic: 20252025
““DataSetsDataSets& Satellites”& Satellites”
7 7 ––From From 2025 2025 ––2030 2030 : Next 5 Years: Next 5 Years
“Intelligent Eco Nets” “Intelligent Eco Nets”
88––
From From 20302030--20402040: 15 Year Vision : 15 Year Vision
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
9 –Next Steps: YOUR Project Plans!Next Steps: YOUR Project Plans!
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic
1 1 ––
My Intelligent Arctic Journey!.....My Intelligent Arctic Journey!.....
“Cambridge to “Cambridge to KolaNetKolaNet””
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* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
“Intelligent Eco Nets” “Intelligent Eco Nets”
“Real“Real--Time Cyber Arctic” Time Cyber Arctic”
Liftoff!Liftoff!
--Intelligent Arctic Intelligent Arctic

11. 5555ththAnniversary Anniversary of the of the InternetInternet! !
“ARPANET”: “ARPANET”: 2929
thth
Oct 1969 Oct 1969 ––201920191969 1969 ----------------> > 20242024
ARPANETARPANET––19741974
…50 Years Ago!…50 Years Ago!
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
**2020
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CCNetwork Intelligence Network Intelligence **

12. “World“World--Wide Internet Society Conference” Wide Internet Society Conference”
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3030
thth
Anniversary: 1994Anniversary: 1994--2024 2024
Internet CommercialisationInternet Commercialisation
Dr David ProbertDr David Probert
Internet CommercialisationInternet Commercialisation
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Dr Dr VintVintCerfCerfDr Eric SchmidtDr Eric Schmidt

13. 13
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
11
stst
UK Digital Networks: UK Digital Networks: PCM=PCM=Pulse Code ModulationPulse Code Modulation
--Analysis of Digital Signal + Gaussian Noise Analysis of Digital Signal + Gaussian Noise --

14. --Dept of Mathematics & Statistics Dept of Mathematics & Statistics --
Cambridge University Cambridge University : : 1973 1973 --19761976
14
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
David ProbertDavid Probert

15. Evolution of Stochastic AutomataEvolution of Stochastic Automata::Cambridge, June ‘76Cambridge, June ‘76
The Evolution of The Evolution of
Stochastic AutomataStochastic Automata
David Eric Probert David Eric Probert --
19761976
Churchill College, CambridgeChurchill College, Cambridge
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Download : Download : www.valentina.net/Thesis/Thesis.pdf www.valentina.net/Thesis/Thesis.pdf
SelfSelf--Organisation & AdaptationOrganisation & Adaptation
Of Stochastic Learning AutomataOf Stochastic Learning Automata
To Dynamic Environments To Dynamic Environments

16. Our Our KolaNetKolaNetProject Office: Project Office: April 1993April 1993
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Former President Former President ––Professor Vladimir Professor Vladimir KalinnikovKalinnikov––AcademicianAcademician
...Discussions Prior to Official Opening of the ...Discussions Prior to Official Opening of the DEC DEC KolaNetKolaNetOffice! Office!

17. Our Our KolaNetKolaNetProject Office: Project Office: April 1993April 1993
17
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Former President Former President ––Professor Vladimir Professor Vladimir KalinnikovKalinnikov––AcademicianAcademician
...Discussions Prior to Official Opening of the ...Discussions Prior to Official Opening of the DEC DEC KolaNetKolaNetOffice! Office!

18. Our Our KolaNetKolaNetProject Office: Project Office: April 1993April 1993
18
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Former President Former President ––Professor Vladimir Professor Vladimir KalinnikovKalinnikov––AcademicianAcademician
...Discussions Prior to Official Opening of the ...Discussions Prior to Official Opening of the DEC DEC KolaNetKolaNetOffice! Office!

19. 11ststLive Live WebCamWebCamin the in the KolaKola--Arctic: 1999Arctic: 1999
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* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

20. 11ststLive Live WebCamWebCamin the in the KolaKola--Arctic: 1999Arctic: 1999
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
WebcamWebcamin in WintertimeWintertime
Springtime View from the INEP Computer LaboratorySpringtime View from the INEP Computer Laboratory

21. KolaNet Project for KolaNet Project for Nuclear Safety & Security Nuclear Safety & Security ::1990s1990s
21
* Our Intelligent Arctic Environment*
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“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

22. KolaNet Project for KolaNet Project for Nuclear Safety & Security Nuclear Safety & Security ::1990s1990s
22
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Control Room: Control Room: Kola Nuclear Power Station Kola Nuclear Power Station ––PolarnyePolarnyeZoriZori

23. KolaNetKolaNetWorkshop : Workshop : Sept 1996Sept 1996
23
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

24. 2525ththAnniversary Anniversary OnOn--Line Line INEP BrochureINEP Brochure
24
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

25. 2525ththAnniversary Anniversary OnOn--Line Line INEP BrochureINEP Brochure
25
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

26. Video Conference Video Conference from from “INEP Computer Lab” “INEP Computer Lab” to to Project PartnersProject Partners
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Dr Alexander Dr Alexander PerlikovPerlikov––INEP INEP ––April 1999 April 1999 ––25 Years Ago!25 Years Ago!

27. 11ststVideo ConferenceVideo Conference: INEP to UK : INEP to UK --19981998
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

28. OnOn--Line Line KolaNetKolaNetPhoto ArchivesPhoto Archives
www.valentina.net/KolaNetProject/kolanetproject.htmlwww.valentina.net/KolaNetProject/kolanetproject.html
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

29. OnOn--Line Line KolaNetKolaNetPhoto ArchivesPhoto Archives
www.valentina.net/KolaNetProject/kolanetproject.htmlwww.valentina.net/KolaNetProject/kolanetproject.html
29
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

30. Dr Anatoly Dr Anatoly LukinLukin––INEP INEP ––June 1999June 1999
30
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”

31. 11ststInternet Video ConferenceInternet Video Conference: : Nov 1994 Nov 1994
Moscow (Moscow (ИКИ РАНИКИ РАН) to Washington (NASA)) to Washington (NASA)
31
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
3030
thth
AnniversaryAnniversary
* 1994 * 1994 ––2024 * 2024 *

32. 11ststInternet Video ConferenceInternet Video Conference: : Nov 1994 Nov 1994
Moscow (Moscow (ИКИ РАНИКИ РАН) to Washington (NASA)) to Washington (NASA)
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
3030
thth
AnniversaryAnniversary
* 1994 * 1994 ––2024 * 2024 *

33. 11ststInternet Video ConferenceInternet Video Conference: : Nov 1994 Nov 1994
Moscow (Moscow (ИКИ РАНИКИ РАН) to Washington (NASA)) to Washington (NASA)
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
3030
thth
AnniversaryAnniversary
* 1994 * 1994 ––2024 * 2024 *

34. 11ststInternet Video ConferenceInternet Video Conference: : Nov 1994 Nov 1994
Moscow (Moscow (ИКИ РАНИКИ РАН) to Washington (NASA)) to Washington (NASA)
Internet MBONE = “Internet MBONE = “MultiCastMultiCastBackBoneBackBone””
Институт космическихисследований
* Monday 28* Monday 28
thth
November 1994 November 1994 --22:00 *22:00 *
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“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
IKI IKI --Institute of Space ScienceInstitute of Space Science––22:0022:00
RASRAS--Russian Academy of Sciences Russian Academy of Sciences
NASA NASA --Washington DC, USA Washington DC, USA ––14:0014:00
3030
thth
AnniversaryAnniversary
* 1994 * 1994 ––2024 * 2024 *

35. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
2 2 ––2020
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C Maps & Atlases to 21C Maps & Atlases to 21
stst
C AIC AI
35
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“35
th
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36. Antique Antique 1616 ththC/17C/17 ththCCMaps of the Arctic Maps of the Arctic
36
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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37. From Early Expeditions to Arctic Regions From Early Expeditions to Arctic Regions
37
* Our Intelligent Arctic Environment*
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“35
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Explorers: Commanders Giles & Explorers: Commanders Giles & OutgerOutgerRepRep
Spitsbergen Map : Gerard van Spitsbergen Map : Gerard van KeulenKeulen--1728 1728

38. Global Global Exploration Exploration --1885 1885 ––1887 1887 : : Rev Herbert E. Probert Rev Herbert E. Probert
--Travelling from Big Horn, Wyoming, USA to Equatorville, Congo, Central Travelling from Big Horn, Wyoming, USA to Equatorville, Congo, Central AFRICAAFRICA--
38
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“Life and Scenes in Congo” “Life and Scenes in Congo”
––Published: Published: 18891889––FreeFreeeeBook Book download from: download from: www.archive.orgwww.archive.org
1919
thth
CC
African African & & ArcticArcticResearch & Exploration:Research & Exploration:
18891889

39. Global Global Exploration Exploration --1885 1885 ––1887 1887 : : Rev Herbert E. Probert Rev Herbert E. Probert
--Travelling from Big Horn, Wyoming, USA to Equatorville, Congo, Central Travelling from Big Horn, Wyoming, USA to Equatorville, Congo, Central AFRICAAFRICA--
39
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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“35
th
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“Life and Scenes in Congo” “Life and Scenes in Congo”
––
eBook: eBook: https://archive.org/details/lifescenesincong00prob https://archive.org/details/lifescenesincong00prob
Revs Enoch & Herbert ProbertRevs Enoch & Herbert Probert

40. 1880s: 1880s: Charles Charles RabotRabot--Exploring the Exploring the Kola PeninsulaKola Peninsula
40
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1919
thth
CCArctic Maps Arctic Maps &&
Regional ExplorationRegional Exploration
Published: Paris Published: Paris 18891889
Bulletin de la Bulletin de la SocieteSocietede de GeographieGeographie

41. KöppenKöppen--GeigerGeigerWorld ClimateWorld ClimateZones Zones
WladimirWladimirKöppenKöppen(1846(1846––1940)1940)
and Rudolf Geiger (1894and Rudolf Geiger (1894––1981)1981)
11
stst
Published: 1884Published: 1884
41
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and Rudolf Geiger (1894and Rudolf Geiger (1894––1981)1981)
11Published: 1884Published: 1884
2121
stst
C C Beck et al: Beck et al: 20232023

42. KebnekaiseKebnekaise: Highest Euro: Highest Euro--Arctic Peak Arctic Peak --2096m2096m
11
stst
Ascent: Charles Ascent: Charles RabotRabot--18831883
Historical Exploration of Glacial Arctic ZonesHistorical Exploration of Glacial Arctic Zones
42
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nn
th th
Ascent: David ProbertAscent: David Probert--1985 1985
Photo: Dr David E. Probert Photo: Dr David E. Probert ––July 1985July 1985

43. KöppenKöppen--GeigerGeigerClimate Climate Zones: Zones: EuropeEurope
43
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11
stst
Published Published ––18841884
: : WladimirWladimirKöppenKöppen(1846(1846––1940)1940)
Revisions Revisions --1954 & 1961: 1954 & 1961:
Rudolf Geiger (1894Rudolf Geiger (1894––1981)1981)
Beck et al: 2023Beck et al: 2023

44. KebnekaiseKebnekaise: Highest Euro: Highest Euro--Arctic Peak Arctic Peak --2096m2096m
11
stst
Ascent: Charles Ascent: Charles RabotRabot--18831883
KebnekaiseKebnekaiseSummit Views: Summit Views: 2727
thth
June 2007June 2007--Wiktor Wiktor MazurMazur
44
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nn
th th
Ascent: David ProbertAscent: David Probert--1985 1985
Photo: Photo: Dr David E. Probert Dr David E. Probert ––July 1985July 1985

45. KöppenKöppen--GeigerGeigerZones: Zones: North AmericaNorth America
45
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th
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11
stst
Published Published ––18841884
: : WladimirWladimirKöppenKöppen(1846(1846––1940)1940)
Revisions Revisions --1954 & 1961: 1954 & 1961:
Rudolf Geiger (1894Rudolf Geiger (1894––1981)1981)
Beck et al: 2023Beck et al: 2023

46. Mont Blanc: Mont Blanc: Highest EuroHighest Euro--Alpine PeakAlpine Peak
Mont Blanc Summit:Mont Blanc Summit:Glacial Arctic Alpine Zone Glacial Arctic Alpine Zone --4807m4807m
46
* Our Intelligent Arctic Environment*
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th
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Photos:Photos:Dr David E. Probert Dr David E. Probert ––Aug 1981Aug 1981
11
stst
Ascent: Aug 1786Ascent: Aug 1786
Jacques Jacques BalmatBalmat& &
Dr Michel Dr Michel PaccardPaccard

47. Bolshoi Bolshoi AlmatinskyAlmatinsky(3681m)(3681m)--TianTianShan Cosmic Ray Station (3340m)Shan Cosmic Ray Station (3340m)
47
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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© Dr David E. Probert:www.VAZA.com ©
“35
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Anniversary Scientific Conference”
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Glacial Arctic Climate Zone: Glacial Arctic Climate Zone: TianTianShan, Central AsiShan, Central Asia a --Sept 1996Sept 1996
Photos: Dr David E. Probert & Karl HerringtonPhotos: Dr David E. Probert & Karl Herrington

48. KöppenKöppen--GeigerGeigerClimate Climate Zones:Zones:RussiaRussia
WladimirWladimirKöppenKöppen(1846(1846--1940) 1940) Born: Born: St Petersburg, RussiaSt Petersburg, Russia
48
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Born: Born: St Petersburg, RussiaSt Petersburg, Russia
Beck et al: 2023Beck et al: 2023

49. ElbrusElbrus
Twin Summits: Twin Summits: Highest Caucasus Peaks Highest Caucasus Peaks ––
5632m5632m
Arctic Alpine Arctic Alpine Climate ZoneClimate Zone
Caucasus Caucasus 5000m+5000m+
Glacial Glacial Peaks…Peaks…
49
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Kazbek: Kazbek: 5054m5054m
Photos: Photos:
Dr David E Probert Dr David E Probert ::
20072007
Glacial Glacial Peaks…Peaks…

50. View South: Yerevan, ArmeniaView South: Yerevan, Armenia
--FebuaryFebuary2009 2009 --
KöppenKöppen--Geiger ClassificationGeiger Classification
“Glacial Alpine Zone”“Glacial Alpine Zone”
Little Ararat (Little Ararat (3925m3925m)& Greater Ararat (& Greater Ararat (5137m5137m))
50
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© Dr David E. Probert:www.VAZA.com ©
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th
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Photos: Dr David E. ProbertPhotos: Dr David E. Probert

51. Mount Mount AragatsAragats: 4090m: 4090m
Highest Armenian PeakHighest Armenian PeakHighest Armenian PeakHighest Armenian Peak
51
* Our Intelligent Arctic Environment*
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© Dr David E. Probert:www.VAZA.com ©
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th
Anniversary Scientific Conference”
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Photos: Dr David E Probert Photos: Dr David E Probert ––June 2009June 2009
“Arctic Climate Zone” “Arctic Climate Zone” AragatsAragats: Armenia: Armenia

52. 52
* Our Intelligent Arctic Environment*
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th
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2020
thth
C Arctic AtlasesC Arctic Atlases

53. 19991999: Kola Ecological Atlas: Kola Ecological Atlas((MakarovaMakarova))
* * KolaNetKolaNetpromoted Computerised GIS * promoted Computerised GIS *
53
* Our Intelligent Arctic Environment*
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th
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Location of Location of
KolaKola
Ecological Monitoring Network SensorsEcological Monitoring Network Sensors

54. From From 20thC Atlases 20thC Atlases to to 21stC Artificial Intelligence 21stC Artificial Intelligence
Атлас Арктики Атлас Арктики --19851985
54
* Our Intelligent Arctic Environment*
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“35
th
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Атлас Арктики Атлас Арктики --19851985

55. From From 20thC Atlases 20thC Atlases to to 21stC Artificial Intelligence 21stC Artificial Intelligence
20252025
20302030
Атлас Арктики Атлас Арктики --19851985
55
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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Атлас Арктики Атлас Арктики --19851985
“ARCTIC”“ARCTIC”“AI”“AI”
20402040

56. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
33--Brief History of AI ApplicationsBrief History of AI Applications
““Neural Nets Neural Nets to to GenAIGenAI””
56
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-Future Vision: 2025 –2040 -
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“35
th
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57. Deep Learning & Neural NetworksDeep Learning & Neural Networks
Advanced Advanced Artificial Intelligence Artificial Intelligence ToolsTools
57
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-Future Vision: 2025 –2040 -
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© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
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www.nvidia.comwww.nvidia.com
NVIDIANVIDIA
––Machine Learning GPUs & Deep Learning InstituteMachine Learning GPUs & Deep Learning Institute

58. Deep Learning & Neural NetworksDeep Learning & Neural Networks
Advanced Advanced Artificial Intelligence Artificial Intelligence ToolsTools
58
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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www.nvidia.comwww.nvidia.com
NVIDIANVIDIA
––Machine Learning GPUs & Deep Learning InstituteMachine Learning GPUs & Deep Learning Institute

59. Deep Learning & Neural NetworksDeep Learning & Neural Networks
Advanced Advanced Artificial Intelligence Artificial Intelligence ToolsTools
59
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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www.nvidia.comwww.nvidia.com
NVIDIANVIDIA
––Machine Learning GPUs & Deep Learning InstituteMachine Learning GPUs & Deep Learning Institute

60. ““Neural Nets(NN) Neural Nets(NN) to to Generative AIGenerative AI””
••Early 18Early 18
thth
C C ––Bayesian Learning Bayesian Learning ––Thomas Thomas BayesBayes
••1943 1943
––Neural Networks Neural Networks ––McCulloch & PittsMcCulloch & Pitts
••19481948
––“Cybernetics” “Cybernetics” ––Norbert WienerNorbert Wiener
••19481948
––“Cybernetics” “Cybernetics” ––Norbert WienerNorbert Wiener
••1950 1950 ––
“Computers & Intelligence” “Computers & Intelligence” ––Alan TuringAlan Turing
••19561956
––“Artificial Intelligence” “Artificial Intelligence” ––John McCarthyJohn McCarthy
••19561956--20172017
––Evolution of NN/ML & Deep Learning Evolution of NN/ML & Deep Learning
••20172017--20182018
––Transformers/GPT/LLMs/Transformers/GPT/LLMs/GenAIGenAI
60
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
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“35
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••20172017--20182018
––Transformers/GPT/LLMs/Transformers/GPT/LLMs/GenAIGenAI
••20222022--20242024
––OpenAIOpenAI––From From ChatGPTChatGPTto GPTto GPT--4 4
* * 2121
thth
CCArtificial Intelligence Artificial Intelligence **

61. Typical Typical “Machine Learning” “Machine Learning” AlgorithmsAlgorithms
61
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--Intelligent InIntelligent In--Depth Data Analytics Depth Data Analytics --

62. 2020ththC C ThrustSSCThrustSSC@@“Speed of Sound “Speed of Sound ––Mach ONE”Mach ONE”
Physical Exploration & Mapping =“Spatial”: Physical Exploration & Mapping =“Spatial”:
Slow Response to Triage Emergency EcoSlow Response to Triage Emergency Eco--AlertsAlerts
*** Sound Waves = 340metres/sec ****** Sound Waves = 340metres/sec ***
Cyber Sensor Networks = “Temporal”: Cyber Sensor Networks = “Temporal”:
RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action
*** Light Waves = 300,000,000 metres/sec ****** Light Waves = 300,000,000 metres/sec ***
62
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-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Thrust SSC: Thrust SSC: --11
stst
Supersonic Car: 1997Supersonic Car: 1997--20242024
Web Archive: Web Archive: www.thrustssc.comwww.thrustssc.com

63. 2020ththC C ThrustSSCThrustSSC@@“Speed of Sound “Speed of Sound ––Mach ONE”Mach ONE”
Physical Exploration & Mapping =“Spatial”: Physical Exploration & Mapping =“Spatial”:
Slow Response to Triage Emergency EcoSlow Response to Triage Emergency Eco--AlertsAlerts
*** Sound Waves = 340metres/sec ****** Sound Waves = 340metres/sec ***
Cyber Sensor Networks = “Temporal”: Cyber Sensor Networks = “Temporal”:
RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action
BloodHoundBloodHoundLSR 2019LSR 2019
RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action
*** Light Waves = 300,000,000 metres/sec ****** Light Waves = 300,000,000 metres/sec ***
1997 Thrust SSC1997 Thrust SSC
63
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Thrust SSC: Thrust SSC: --11
stst
Supersonic Car: 1997Supersonic Car: 1997--20242024
Web Archive: Web Archive: www.thrustssc.comwww.thrustssc.com
1997 Thrust SSC1997 Thrust SSC
Mach ONEMach ONE

64. 2020ththC C ThrustSSCThrustSSC@@“Speed of Sound “Speed of Sound ––Mach ONE”Mach ONE”
Physical Exploration & Mapping =“Spatial”: Physical Exploration & Mapping =“Spatial”:
Slow Response to Triage Emergency EcoSlow Response to Triage Emergency Eco--AlertsAlerts
*** Sound Waves = 340metres/sec ****** Sound Waves = 340metres/sec ***
Cyber Sensor Networks = “Temporal”: Cyber Sensor Networks = “Temporal”:
RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action
BloodHoundBloodHoundLSR 2019LSR 2019
2121ststC AI C AI @@“Speed of Light “Speed of Light --Mach ONE Million!”Mach ONE Million!”
Intelligent ArcticIntelligent Arctic
AIAI
RealReal--Time EcoTime Eco--Response & Immediate Action Response & Immediate Action
*** Light Waves = 300,000,000 metres/sec ****** Light Waves = 300,000,000 metres/sec ***
1997 Thrust SSC1997 Thrust SSC
AIAI
64
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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Thrust SSC: Thrust SSC: --11
stst
Supersonic Car: 1997Supersonic Car: 1997--20242024
Web Archive: Web Archive: www.thrustssc.comwww.thrustssc.com
1997 Thrust SSC1997 Thrust SSC
Mach ONEMach ONE
Mach ONE MillionMach ONE Million
*Speed of Light**Speed of Light*
Cyber 21Cyber 21
stst
CC

65. Typical Typical “Machine Learning” “Machine Learning” AlgorithmsAlgorithms
20
th
C –Speed of Sound 21
st
C –Cyber Century -Speed of Light
65
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© Dr David E. Probert:www.VAZA.com ©
“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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--Artificial Intelligence travels at Speed of Light Artificial Intelligence travels at Speed of Light --
* Mach ONE Million * * Mach ONE Million *

66. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
44--Our Arctic Regions & Top EcoOur Arctic Regions & Top Eco--SectorsSectors
66
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
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67. Toward Our Intelligent Arctic: Toward Our Intelligent Arctic: SectorsSectors
••Water Water EcoSystemsEcoSystems: : Lakes, Rivers, Seas & Oceans.Lakes, Rivers, Seas & Oceans.
••Flora/Fauna: Flora/Fauna: Forests, Tundra, Mammals & AquaticForests, Tundra, Mammals & Aquatic
••Energy: Energy: Geo, Solar, Wind, Hydro & Fossil Fuels.Geo, Solar, Wind, Hydro & Fossil Fuels.••Energy: Energy: Geo, Solar, Wind, Hydro & Fossil Fuels.Geo, Solar, Wind, Hydro & Fossil Fuels.
••Transportation: Transportation: TransTrans--Arctic Sea Routes & Planes.Arctic Sea Routes & Planes.
••Human Settlements: Human Settlements: Cities, Towns & Villages.Cities, Towns & Villages.
••Industry: Industry: Mining, Drilling, Manufacturing.Mining, Drilling, Manufacturing.
••Meteorology: Meteorology: Networked Weather Sensors & Stations.Networked Weather Sensors & Stations.
67
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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“35
th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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* * Arctic Sectors Arctic Sectors that will require remote assets to be that will require remote assets to be
networked with Realnetworked with Real--Time Intelligent CommunicationsTime Intelligent Communications

68. Toward Our Intelligent Arctic: Toward Our Intelligent Arctic: SectorsSectors
••Water Water EcoSystemsEcoSystems: : Lakes, Rivers, Seas & Oceans.Lakes, Rivers, Seas & Oceans.
••Flora/Fauna: Flora/Fauna: Forests, Tundra, Mammals & AquaticForests, Tundra, Mammals & Aquatic
••Energy: Energy: Geo, Solar, Wind, Hydro & Fossil Fuels.Geo, Solar, Wind, Hydro & Fossil Fuels.••Energy: Energy: Geo, Solar, Wind, Hydro & Fossil Fuels.Geo, Solar, Wind, Hydro & Fossil Fuels.
••Transportation: Transportation: TransTrans--Arctic Sea Routes & Planes.Arctic Sea Routes & Planes.
••Human Settlements: Human Settlements: Cities, Towns & Villages.Cities, Towns & Villages.
••Industry: Industry: Mining, Drilling, Manufacturing.Mining, Drilling, Manufacturing.
••Meteorology: Meteorology: Networked Weather Sensors & Stations.Networked Weather Sensors & Stations.
68
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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* * Arctic Sectors Arctic Sectors that will require remote assets to be that will require remote assets to be
networked with Realnetworked with Real--Time Intelligent CommunicationsTime Intelligent Communications

69. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
5 5 ––
Mapping AI to Our Living Arctic Mapping AI to Our Living Arctic
69
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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“35
th
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70. The Arctic Human FootprintThe Arctic Human Footprint
70
* Our Intelligent Arctic Environment*
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“35
th
Anniversary Scientific Conference”
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71. Arctic Vision 2040: Arctic Vision 2040: 10 Polar AI Projects10 Polar AI Projects
1)1)SeaSea--Ice Mapping: Ice Mapping: Satellite & Aerial AI Data AnalysisSatellite & Aerial AI Data Analysis
2)2)PermaFrostPermaFrost: : Terrestrial & Aerial AI Data ResearchTerrestrial & Aerial AI Data Research
3)3)Sea Navigation: RealSea Navigation: Real--Time AI Support for Arctic ShipsTime AI Support for Arctic Ships
4)4)Industrial Impact: Quick Response to Pollution & Oil SpillsIndustrial Impact: Quick Response to Pollution & Oil Spills4)4)Industrial Impact: Quick Response to Pollution & Oil SpillsIndustrial Impact: Quick Response to Pollution & Oil Spills
5)5)Climate Change: MultiClimate Change: Multi--MeteoMeteoData for Deep AI Analysis Data for Deep AI Analysis
6)6)Water EcoWater Eco--Systems: Meshed Networks of Radio SensorsSystems: Meshed Networks of Radio Sensors
7)7)Human Settlements: AI Healthcare & Arctic Adaptation Human Settlements: AI Healthcare & Arctic Adaptation
8)8)Mammals/Fauna: Aerial & Land AI/GPS Animal Tracking Mammals/Fauna: Aerial & Land AI/GPS Animal Tracking
9)9)Forests & Tundra/Flora: Remote AI Sensor NetworksForests & Tundra/Flora: Remote AI Sensor Networks
71
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-Future Vision: 2025 –2040 -
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9)9)Forests & Tundra/Flora: Remote AI Sensor NetworksForests & Tundra/Flora: Remote AI Sensor Networks
10)10)Arctic AI Digital Twin Modelling: During 2025Arctic AI Digital Twin Modelling: During 2025--2040 model 2040 model
Digital Twin for your selected “Intelligent Arctic Sectors”.Digital Twin for your selected “Intelligent Arctic Sectors”.

72. Arctic Vision 2040: Arctic Vision 2040: 10 Polar AI Projects10 Polar AI Projects
1)1)SeaSea--Ice Mapping: Ice Mapping: Satellite & Aerial AI Data AnalysisSatellite & Aerial AI Data Analysis
2)2)PermaFrostPermaFrost: : Terrestrial & Aerial AI Data ResearchTerrestrial & Aerial AI Data Research
3)3)Sea Navigation: RealSea Navigation: Real--Time AI Support for Arctic ShipsTime AI Support for Arctic Ships
4)4)Industrial Impact: Quick Response to Pollution & Oil SpillsIndustrial Impact: Quick Response to Pollution & Oil Spills4)4)Industrial Impact: Quick Response to Pollution & Oil SpillsIndustrial Impact: Quick Response to Pollution & Oil Spills
5)5)Climate Change: MultiClimate Change: Multi--MeteoMeteoData for Deep AI Analysis Data for Deep AI Analysis
6)6)Water EcoWater Eco--Systems: Meshed Networks of Radio SensorsSystems: Meshed Networks of Radio Sensors
7)7)Human Settlements: AI Healthcare & Arctic Adaptation Human Settlements: AI Healthcare & Arctic Adaptation
8)8)Mammals/Fauna: Aerial & Land AI/GPS Animal Tracking Mammals/Fauna: Aerial & Land AI/GPS Animal Tracking
9)9)Forests & Tundra/Flora: Remote AI Sensor NetworksForests & Tundra/Flora: Remote AI Sensor Networks
72
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-Future Vision: 2025 –2040 -
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“35
th
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“Ecological Problems of the North & Solutions”
9)9)Forests & Tundra/Flora: Remote AI Sensor NetworksForests & Tundra/Flora: Remote AI Sensor Networks
10)10)Arctic AI Digital Twin Modelling: During 2025Arctic AI Digital Twin Modelling: During 2025--2040 model 2040 model
Digital Twin for your selected “Intelligent Arctic Sectors”.Digital Twin for your selected “Intelligent Arctic Sectors”.

73. Arctic Arctic KarnasurtKarnasurtMineMine: : RevdaRevda--Kola Peninsula, RussiaKola Peninsula, Russia
2121
stst
C Intelligent Data Mining C Intelligent Data Mining
followsfollows2020
thth
C C Mineral MiningMineral Mining
73
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-Future Vision: 2025 –2040 -
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““
DataData
is the New Oil”is the New Oil”
followsfollows2020C C Mineral MiningMineral Mining

74. Arctic Arctic KarnasurtKarnasurtMineMine: : RevdaRevda--Kola Peninsula, RussiaKola Peninsula, Russia
2121
stst
C Intelligent Data Mining C Intelligent Data Mining
followsfollows2020
thth
C C Mineral MiningMineral Mining
74
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-Future Vision: 2025 –2040 -
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“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
““
DataData
is the New Oil”is the New Oil”
followsfollows2020C C Mineral MiningMineral Mining
Arctic Arctic DATADATAmay be valued as much as Arctic may be valued as much as Arctic OIL & MINERALSOIL & MINERALS!!

75. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
6 6 ––State of Intelligent ArcticState of Intelligent Arctic: : 20252025
““DDataataSSetsets& & SSatellites”atellites”
75
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76. “Real“Real--Time” Time” Meteorological AnalysisMeteorological Analysis
76
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-Future Vision: 2025 –2040 -
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Satellite Mapping of Satellite Mapping of
“Extreme Weather”“Extreme Weather”

77. 2121ststC Intelligent Big Data AnalyticsC Intelligent Big Data Analytics
for Arctic Environmental Research!for Arctic Environmental Research!
77
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-Future Vision: 2025 –2040 -
Extended Version: 22
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78. 2121ststC Intelligent Big Data AnalyticsC Intelligent Big Data Analytics
for Arctic Environmental Research!for Arctic Environmental Research!
78
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-Future Vision: 2025 –2040 -
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79. Artificial Intelligence & Machine Learning Artificial Intelligence & Machine Learning
to Tackle to Tackle Arctic Environment ChallengesArctic Environment Challenges!!
79
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80. TowardsTowardsIntelligent Arctic Intelligent Arctic RealReal--Time NetworkTime Network
••Climate Change: Climate Change: Disruptive Global Climate Change
demands Innovative AI Technology SolutionsAI Technology Solutions
••Big Data Mining: Big Data Mining: Arctic Region Players require Trans-
Arctic Real-Time Environmental “Robot” & Satellite Arctic Real-Time Environmental “Robot” & Satellite
Sensors as massive new Regional Data ResourceRegional Data Resource.
••Data Classifications: Data Classifications: Ecological & Human Medical
Data from Arctic Regions for “Intelligent Analytics”“Intelligent Analytics”
••AI & Deep Learning: AI & Deep Learning: Leading-Edge Intelligent Learning
Tools can be used to analyse BigBigData Bases Data Bases to
80
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Tools can be used to analyse BigBigData Bases Data Bases to
provide new scientific insights to Climate Change...
....Re....Re--Inventing Inventing 2020
thth
C C KolaNetKolaNetas the foundation for a as the foundation for a
2121
stst
C Intelligent TransC Intelligent Trans--Arctic Environment Network!Arctic Environment Network!

81. TowardsTowardsIntelligent Arctic Intelligent Arctic RealReal--Time NetworkTime Network
••Climate Change: Climate Change: Disruptive Global Climate Change
demands Innovative AI Technology SolutionsAI Technology Solutions
••Big Data Mining: Big Data Mining: Arctic Region Players require Trans-
Arctic Real-Time Environmental “Robot” & Satellite Arctic Real-Time Environmental “Robot” & Satellite
Sensors as massive new Regional Data ResourceRegional Data Resource.
••Data Classifications: Data Classifications: Ecological & Human Medical
Data from Arctic Regions for “Intelligent Analytics”“Intelligent Analytics”
••AI & Deep Learning: AI & Deep Learning: Leading-Edge Intelligent Learning
Tools can be used to analyse BigBigData Bases Data Bases to
81
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“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Tools can be used to analyse BigBigData Bases Data Bases to
provide new scientific insights to Climate Change...
....Re....Re--Inventing Inventing 2020
thth
C C KolaNetKolaNetas the foundation for a as the foundation for a
2121
stst
C Intelligent TransC Intelligent Trans--Arctic Environment Network!Arctic Environment Network!

82. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
7 7 ––From 2025 From 2025 ––2030: 2030: Next 5 Years!Next 5 Years!
“Intelligent “Intelligent Ecological Ecological NetworksNetworks””
82
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-Future Vision: 2025 –2040 -
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th
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83. Brief Survey: Brief Survey: Current Arctic AI ProjectsCurrent Arctic AI Projects
1)1)AI SeaAI Sea--Ice Ice Forecasting for Arctic Maritime RoutesForecasting for Arctic Maritime Routes
2)2)SIOS: SIOS: Svalbard Integrated Arctic Observation SystemSvalbard Integrated Arctic Observation System
3)3)British Antarctic Survey: British Antarctic Survey: AI Lab ResearchAI Lab Research3)3)British Antarctic Survey: British Antarctic Survey: AI Lab ResearchAI Lab Research
4)4)ARCUSARCUS: : Survey of AI/ML Arctic Apps DatasetsSurvey of AI/ML Arctic Apps Datasets
5)5)Nordic: Nordic: Remote Analysis of Pale Lichen BiomassRemote Analysis of Pale Lichen Biomass
6)6)Los Alamos: Los Alamos: AI Enhanced Sat Images for PermafrostAI Enhanced Sat Images for Permafrost
7)7)US Coast Guard: US Coast Guard: New Climate & SeaNew Climate & Sea--Ice DatasetsIce Datasets
8)8)Robotic Sensor Platforms Robotic Sensor Platforms for Seafor Sea--Ice ModellingIce Modelling
83
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-Future Vision: 2025 –2040 -
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“35
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
8)8)Robotic Sensor Platforms Robotic Sensor Platforms for Seafor Sea--Ice ModellingIce Modelling
9)9)BAS & Turing Institute: BAS & Turing Institute: IceIce--Net AI Prediction ModelNet AI Prediction Model
Current Focus is AI Tools for SeaCurrent Focus is AI Tools for Sea--Ice Modelling & Prediction Ice Modelling & Prediction

84. Brief Survey: Brief Survey: Current Arctic AI ProjectsCurrent Arctic AI Projects
1)1)AI SeaAI Sea--Ice Ice Forecasting for Arctic Maritime RoutesForecasting for Arctic Maritime Routes
2)2)SIOS: SIOS: Svalbard Integrated Arctic Observation SystemSvalbard Integrated Arctic Observation System
3)3)British Antarctic Survey: British Antarctic Survey: AI Lab ResearchAI Lab Research3)3)British Antarctic Survey: British Antarctic Survey: AI Lab ResearchAI Lab Research
4)4)ARCUSARCUS: : Survey of AI/ML Arctic Apps DatasetsSurvey of AI/ML Arctic Apps Datasets
5)5)Nordic: Nordic: Remote Analysis of Pale Lichen BiomassRemote Analysis of Pale Lichen Biomass
6)6)Los Alamos: Los Alamos: AI Enhanced Sat Images for PermafrostAI Enhanced Sat Images for Permafrost
7)7)US Coast Guard: US Coast Guard: New Climate & SeaNew Climate & Sea--Ice DatasetsIce Datasets
8)8)Robotic Sensor Platforms Robotic Sensor Platforms for Seafor Sea--Ice ModellingIce Modelling
84
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-Future Vision: 2025 –2040 -
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“35
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
8)8)Robotic Sensor Platforms Robotic Sensor Platforms for Seafor Sea--Ice ModellingIce Modelling
9)9)BAS & Turing Institute: BAS & Turing Institute: IceIce--Net AI Prediction ModelNet AI Prediction Model
Current Focus is AI Tools for SeaCurrent Focus is AI Tools for Sea--Ice Modelling & Prediction Ice Modelling & Prediction

85. ARCUSARCUSSurvey of AI/ML Arctic Research Survey of AI/ML Arctic Research
Applications & DatasetsApplications & Datasets: : Falk Falk HuettmannHuettmann
85
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Workflow & Inference Cycle that is often used in Workflow & Inference Cycle that is often used in
Artificial Intelligence & Machine Learning ProjectsArtificial Intelligence & Machine Learning Projects
(c) Bluhm et al. 2010; Huettmann 2020 (Figure)(c) Bluhm et al. 2010; Huettmann 2020 (Figure)

86. Scientific Research Authors: Scientific Research Authors:
Remote Analysis of Remote Analysis of Pale Lichen Biomass Pale Lichen Biomass
usingusingArtificial Intelligence Artificial Intelligence ––Neural NetsNeural Nets
Scientific Research Authors: Scientific Research Authors:
RRasmusasmusErlandssonaErlandssona, , JarleJarleW. W. BjerkeaBjerkea, ,
EirikEirikA. A. FinneaFinnea, , RangaRangaB. B. MynenicMynenic, ,
ShilongShilongPiaodPiaod, , XuhuiXuhuiWangdWangd, ,
TarmoTarmoVirtaneneVirtanene, , AleksiAleksiRasananRasanan, ,
TimoTimoKumpulagKumpulag, , TiinaTiinaH.M. H.M. KolarihKolarih, ,
TeemuTeemuTahvanainenhTahvanainenh, Hans , Hans TømmervikaTømmervika
86
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87. Scientific Research Authors: Scientific Research Authors:
Remote Analysis of Remote Analysis of Pale Lichen Biomass Pale Lichen Biomass
usingusingArtificial Intelligence Artificial Intelligence ––Neural NetsNeural Nets
Scientific Research Authors: Scientific Research Authors:
RRasmusasmusErlandssonaErlandssona, , JarleJarleW. W. BjerkeaBjerkea, ,
EirikEirikA. A. FinneaFinnea, , RangaRangaB. B. MynenicMynenic, ,
ShilongShilongPiaodPiaod, , XuhuiXuhuiWangdWangd, ,
TarmoTarmoVirtaneneVirtanene, , AleksiAleksiRasananRasanan, ,
TimoTimoKumpulagKumpulag, , TiinaTiinaH.M. H.M. KolarihKolarih, ,
TeemuTeemuTahvanainenhTahvanainenh, Hans , Hans TømmervikaTømmervika
87
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-Future Vision: 2025 –2040 -
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88. Scientific Research Authors: Scientific Research Authors:
Remote Analysis of Remote Analysis of Pale Lichen Biomass Pale Lichen Biomass
usingusingArtificial Intelligence Artificial Intelligence ––Neural NetsNeural Nets
Scientific Research Authors: Scientific Research Authors:
RRasmusasmusErlandssonaErlandssona, , JarleJarleW. W. BjerkeaBjerkea, ,
EirikEirikA. A. FinneaFinnea, , RangaRangaB. B. MynenicMynenic, ,
ShilongShilongPiaodPiaod, , XuhuiXuhuiWangdWangd, ,
TarmoTarmoVirtaneneVirtanene, , AleksiAleksiRasananRasanan, ,
TimoTimoKumpulagKumpulag, , TiinaTiinaH.M. H.M. KolarihKolarih, ,
TeemuTeemuTahvanainenhTahvanainenh, Hans , Hans TømmervikaTømmervika
88
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89. New Climate & SeaNew Climate & Sea--Ice Datasets Ice Datasets
for for Training Arctic AI Analysis ToolsTraining Arctic AI Analysis Tools. .
89
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WebWeb: https://www.ll.mit.edu/r: https://www.ll.mit.edu/r--d/datasetsd/datasets

90. SeaSea--Ice Modelling: Ice Modelling: Robotic Sensor PlatformsRobotic Sensor Platforms
SeaSea--Ice Measurements using a Ice Measurements using a
Combination of Satellite Imagery, Robotic Combination of Satellite Imagery, Robotic Combination of Satellite Imagery, Robotic Combination of Satellite Imagery, Robotic
Platforms & Autonomous Drones.Platforms & Autonomous Drones.
Scientific Research using “Scientific Research using “AI/ML” AI/ML”
Algorithms & Algorithms & “Digital Twins”“Digital Twins”by by
Dr Scott Hosking, The Alan Turing Dr Scott Hosking, The Alan Turing
Institute, London, UKInstitute, London, UK
90
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-Future Vision: 2025 –2040 -
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AlfredAlfred--WegenerWegener--Institut / Michael Gutsche (CCInstitut / Michael Gutsche (CC--BY 4.0)BY 4.0)
Institute, London, UKInstitute, London, UK© http://www.turing.ac.uk© http://www.turing.ac.uk

91. IceNetIceNet: : AI Sea Ice Prediction SystemAI Sea Ice Prediction System
91
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Collaborative Project with Collaborative Project with British Antarctic Survey British Antarctic Survey & & The Alan Turing InstituteThe Alan Turing Institute

92. IceNetIceNet: : AI Sea Ice Prediction SystemAI Sea Ice Prediction System
92
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-Future Vision: 2025 –2040 -
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Collaborative Project with Collaborative Project with British Antarctic Survey British Antarctic Survey & & The Alan Turing InstituteThe Alan Turing Institute

93. Permafrost Modelling using AI/ML Enhanced Permafrost Modelling using AI/ML Enhanced
Satellite Images: Satellite Images: Los Alamos National LabLos Alamos National Lab
(1) Permafrost Satellite Image using(1) Permafrost Satellite Image using
(2) Enhanced Permafrost Image using(2) Enhanced Permafrost Image using
93
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-Future Vision: 2025 –2040 -
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(1) Permafrost Satellite Image using(1) Permafrost Satellite Image using
Traditional OnTraditional On--Line Processing Line Processing
(2) Enhanced Permafrost Image using(2) Enhanced Permafrost Image using
Random Forest Machine Learning Random Forest Machine Learning
Los Alamos Contact: Los Alamos Contact: Nicholas Njegomir
Paper: Paper: “High“High--Resolution Maps of NearResolution Maps of Near--Surface Permafrost for Three Watersheds on Surface Permafrost for Three Watersheds on
The Seward Peninsula, Alaska derived from Machine Learning.” Earth & Space ScienceThe Seward Peninsula, Alaska derived from Machine Learning.” Earth & Space Science

94. Enhanced Satellite SeaEnhanced Satellite Sea--Ice Mapping using Ice Mapping using
AI/Machine Learning AI/Machine Learning during Poor Visibilityduring Poor Visibility
94
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-Future Vision: 2025 –2040 -
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PaperPaper
: : JääskeläinenJääskeläinen, E., , E., ManninenManninen, T., , T., HakkarainenHakkarainen, J. and , J. and TamminenTamminen, J.: Filling gaps of black, J.: Filling gaps of black--skysky
surface surface albedoalbedoof the Arctic sea ice using gradient boosting and brightness temperature data,of the Arctic sea ice using gradient boosting and brightness temperature data,
International Journal of Applied Earth Observation and International Journal of Applied Earth Observation and GeoinformationGeoinformation, 107,102701 (2022), 107,102701 (2022)

95. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
8 8 ––From 2030From 2030--2040: 2040: 15 Year Vision15 Year Vision!!
“Intelligent“IntelligentCyber Cyber Arctic”Arctic”
95
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96. AI Arctic Research Vision: AI Arctic Research Vision: 20302030--20402040
••New AI Projects New AI Projects focused upon creation of Realfocused upon creation of Real--Time Time
Digital/Cyber Twin with TransDigital/Cyber Twin with Trans--Arctic Sensor Network.Arctic Sensor Network.
••Arctic Digital Twin Projects Arctic Digital Twin Projects already initiated by: British already initiated by: British ••Arctic Digital Twin Projects Arctic Digital Twin Projects already initiated by: British already initiated by: British
Antarctic Institute & The Turing Institute as well as the Antarctic Institute & The Turing Institute as well as the
recent USrecent US--Based Environmental Based Environmental StartupStartupPolArcticPolArcticLLC.LLC.
••Next 15 Years Next 15 Years will see Massive Growth in AI Projects will see Massive Growth in AI Projects
supporting Vision of “supporting Vision of “Intelligent Arctic Environment”Intelligent Arctic Environment”
96
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supporting Vision of “supporting Vision of “Intelligent Arctic Environment”Intelligent Arctic Environment”
Polar Arctic represents 4% Earth Surface, so Digital Twin Polar Arctic represents 4% Earth Surface, so Digital Twin
Research may provide Whole Earth Modelling Template!Research may provide Whole Earth Modelling Template!

97. AI Arctic Research Vision: AI Arctic Research Vision: 20302030--20402040
••New AI Projects New AI Projects focused upon creation of Realfocused upon creation of Real--Time Time
Digital/Cyber Twin with TransDigital/Cyber Twin with Trans--Arctic Sensor Network.Arctic Sensor Network.
••Arctic Digital Twin Projects Arctic Digital Twin Projects already initiated by: British already initiated by: British ••Arctic Digital Twin Projects Arctic Digital Twin Projects already initiated by: British already initiated by: British
Antarctic Institute & The Turing Institute as well as the Antarctic Institute & The Turing Institute as well as the
recent USrecent US--Based Environmental Based Environmental StartupStartupPolArcticPolArcticLLC.LLC.
••Next 15 Years Next 15 Years will see Massive Growth in AI Projects will see Massive Growth in AI Projects
supporting Vision of “supporting Vision of “Intelligent Arctic Environment”Intelligent Arctic Environment”
97
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supporting Vision of “supporting Vision of “Intelligent Arctic Environment”Intelligent Arctic Environment”
Polar Arctic represents 4% Earth Surface, so Digital Twin Polar Arctic represents 4% Earth Surface, so Digital Twin
Research may provide Whole Earth Modelling Template!Research may provide Whole Earth Modelling Template!

98. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
98
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Source: Source: PlumerPlumer, B., 2013., B., 2013.

99. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
99
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Source: Source: PlumerPlumer, B., 2013., B., 2013.

100. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
100
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101. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
101
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-Future Vision: 2025 –2040 -
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102. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
102
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
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103. AI AI SeaSea--Ice Forecasting for TransIce Forecasting for Trans--Arctic Arctic
Maritime Routes: Maritime Routes: From 20thC to 21stC From 20thC to 21stC
OW=Open Water ShipsOW=Open Water Ships
PC6= Polar Class 6 ShipsPC6= Polar Class 6 Ships
103
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-Future Vision: 2025 –2040 -
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Source: Laurence C. Smith & Scott R. Stephenson (2013)Source: Laurence C. Smith & Scott R. Stephenson (2013)
New TransNew Trans--Arctic Shipping Routes Navigable by Arctic Shipping Routes Navigable by 20502050

104. British Antarctic Survey: British Antarctic Survey: AI Lab ResearchAI Lab Research
104
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-Future Vision: 2025 –2040 -
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105. SISIOOS: S: Svalbard Integrated Arctic Svalbard Integrated Arctic
Earth Observing SystemEarth Observing System
105
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106. SISIOOS: S: Svalbard Integrated Arctic Svalbard Integrated Arctic
Earth Observing SystemEarth Observing System
Svalbard
Observing
System
106
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107. SISIOOS: S: Svalbard Integrated Arctic Svalbard Integrated Arctic
Earth Observing SystemEarth Observing System
Svalbard
Observing
System
107
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108. Polar AlpinePolar Alpine
108
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Polar AlpinePolar Alpine
Climatic ChangeClimatic Change
19011901--20992099
Beck et al: 2023Beck et al: 2023 www.gloh2o.org/koppen/www.gloh2o.org/koppen/

109. PolArcticPolArctic::“Digital Twin” AI Modelling“Digital Twin” AI Modelling
ApplicationsApplicationsof Artificial Intelligence of Artificial Intelligence
& Machine Learning for Modelling & & Machine Learning for Modelling &
Forecasting Arctic Maritime IndustryForecasting Arctic Maritime IndustryForecasting Arctic Maritime IndustryForecasting Arctic Maritime Industry© © http://polarcticllc.comhttp://polarcticllc.com© ©
109
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-Future Vision: 2025 –2040 -
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© © PolArcticPolArcticLLC LLC ––Web: www.polArcticllc.com ©Web: www.polArcticllc.com ©

110. The Evolution of The Evolution of “Intelligent Digital Twins” “Intelligent Digital Twins”
for “for “Arctic”Arctic”& “& “Our Planet Earth”Our Planet Earth”: : 20252025--20402040
Convergence & Integration of Convergence & Integration of “Physical Human” “Physical Human” &&“Cyber AI” “Cyber AI” Worlds…Worlds…
110
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Ray Ray KurzweilKurzweil: Born : Born --New York, USA New York, USA ––1948 1948 ––WebWeb: www.kurzweiltech.com : www.kurzweiltech.com

111. Transition from Transition from “AI/ML “AI/ML NowNow--20252025” ”
to to ““Intelligent Arctic VisionIntelligent Arctic Vision” ” --20402040””
111
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ScenarioScenario2025: 2025: Defence InDefence In--Depth Depth requires Augmentation of requires Augmentation of Traditional “ Cyber” Tools Traditional “ Cyber” Tools
to include to include Intelligent AI/ML Security Tools Intelligent AI/ML Security Tools that model that model BOTHBOTH“Known GOOD & BAD!”“Known GOOD & BAD!”
SciSci--Fi Movie Fi Movie ––“13“13
thth
Floor” (1999): “Floor” (1999): “RealReal--WorldWorld& & Cyber World”Cyber World”

112. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
9 9 ––
Next Steps Next Steps ––Your Project PlansYour Project Plans!!
““LiftoffLiftoff: : IntelligentIntelligentArcticArctic””
112
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113. “Liftoff” “Liftoff” for Your for Your “Intelligent Arctic”“Intelligent Arctic”
Next Project StepsNext Project Steps: : Vision 2025Vision 2025--20402040
1)1)Survey Survey current AIcurrent AI--Enabled Arctic Research ProjectsEnabled Arctic Research Projects
2)2)LaunchLaunchEco/IT Partnerships & AI Training CoursesEco/IT Partnerships & AI Training Courses2)2)LaunchLaunchEco/IT Partnerships & AI Training CoursesEco/IT Partnerships & AI Training Courses
3)3)Secure Secure ₽₽Project Finance Project Finance from Govt/Businessfrom Govt/Business
4)4)Agree Pilot AI EcoAgree Pilot AI Eco--Project Project for the Kolafor the Kola--Peninsula Peninsula
5)5)Select 3 Further EcoSelect 3 Further Eco--Sectors Sectors with Public Datasetswith Public Datasets
6)6)Launch 1Launch 1
stst
Phase “AI Arctic Projects”Phase “AI Arctic Projects”: :
20252025--20302030
113
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“Ecological Problems of the North & Solutions”
……In ……In 20302030Select 5 more EcoSelect 5 more Eco--Sectors Sectors as Foundation as Foundation
towards towards “Intelligent Arctic” “Intelligent Arctic” & & “Digital Arctic Twin”“Digital Arctic Twin”

114. “Liftoff” “Liftoff” for Your for Your “Intelligent Arctic”“Intelligent Arctic”
Next Project StepsNext Project Steps: : Vision 2025Vision 2025--20402040
1)1)Survey Survey current AIcurrent AI--Enabled Arctic Research ProjectsEnabled Arctic Research Projects
2)2)LaunchLaunchEco/IT Partnerships & AI Training CoursesEco/IT Partnerships & AI Training Courses
3)3)Secure Secure ₽₽Project Finance Project Finance from Govt/Businessfrom Govt/Business3)3)Secure Secure ₽₽Project Finance Project Finance from Govt/Businessfrom Govt/Business
4)4)Agree Pilot AI EcoAgree Pilot AI Eco--Project Project for the Kolafor the Kola--Peninsula Peninsula
5)5)Select 3 Further EcoSelect 3 Further Eco--Sectors Sectors with Public Datasetswith Public Datasets
6)6)CyberSecureCyberSecureyour Data, Servers & Network Assets!your Data, Servers & Network Assets!
7)7)Launch 1Launch 1
stst
Phase “AI Arctic Projects”Phase “AI Arctic Projects”: :
20252025--20302030
114
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
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……In ……In 20302030Select 5 more EcoSelect 5 more Eco--Sectors Sectors as Foundation as Foundation
towards towards “Intelligent Arctic” “Intelligent Arctic” & & “Digital Arctic Twin”“Digital Arctic Twin”

115. “Liftoff” “Liftoff” for Your for Your “Intelligent Arctic”“Intelligent Arctic”
Next Project StepsNext Project Steps: : Vision 2025Vision 2025--20402040
1)1)Survey Survey current AIcurrent AI--Enabled Arctic Research ProjectsEnabled Arctic Research Projects
2)2)LaunchLaunchEco/IT Partnerships & AI Training CoursesEco/IT Partnerships & AI Training Courses
3)3)Secure Secure ₽₽Project Finance Project Finance from Govt/Businessfrom Govt/Business3)3)Secure Secure ₽₽Project Finance Project Finance from Govt/Businessfrom Govt/Business
4)4)Agree Pilot AI EcoAgree Pilot AI Eco--Project Project for the Kolafor the Kola--Peninsula Peninsula
5)5)Select 3 Further EcoSelect 3 Further Eco--Sectors Sectors with Public Datasetswith Public Datasets
6)6)CyberSecureCyberSecureyour IT Servers & Network Assets!your IT Servers & Network Assets!
7)7)Launch 1Launch 1
stst
Phase “AI Arctic Projects”Phase “AI Arctic Projects”: :
20252025--20302030
Such Surprise Such Surprise “Cyber Attacks“Cyber Attacks” may be prevented ” may be prevented
with newly developed “with newly developed “Cybersecurity Defences” Cybersecurity Defences”
Using Using Artificial Intelligence & Machine LearningArtificial Intelligence & Machine Learning!!
115
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th
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-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
……In ……In 20302030Select 5 more EcoSelect 5 more Eco--Sectors Sectors as Foundation as Foundation
towards towards “Intelligent Arctic” “Intelligent Arctic” & & “Digital Arctic Twin”“Digital Arctic Twin”

116. Challenging Complexity of Challenging Complexity of Cyber Arctic Vision 2040Cyber Arctic Vision 2040
116
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117. Vision Vision 20402040: : “Cyber Arctic Brain” “Cyber Arctic Brain”
117
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Intelligent Arctic Vision 2040: Interactive Conversations with
Our Arctic Digital Twin Using Advanced Generative AI –“GenAI”

118. Vision Vision 20402040: : “Cyber Arctic Brain” “Cyber Arctic Brain”
118
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Intelligent Arctic Vision 2040: Interactive Conversations with
Our Arctic Digital Twin Using Advanced Generative AI –“GenAI”

119. …“Physical…“PhysicalWorld”World”--2024 2024 --
BiosphereBiosphere--NoösphereNoösphere((νόοςνόος--σφαῖρασφαῖρα):):19221922
Vladimir Vladimir VernadskyVernadsky((18631863--19451945) & Pierre ) & Pierre TeilhardTeilhardde de ChardinChardin(1881(1881--1955)1955)
“Intelligent Digital Twins” “Intelligent Digital Twins”
of of Our Planet Earth Our Planet Earth as as
““2121
stst
C Techno C Techno NoösphereNoösphere””
19261926
19551955
“Omega Point“Omega Point””
119
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…“Cyber …“Cyber World”World”
--2040 2040 --
Vladimir Vladimir VernadskyVernadsky: : Born Born ––St Petersburg, RussiaSt Petersburg, Russia
Pierre Pierre TeilhardTeilhardDe De ChardinChardin: : Born Born ––OrcinesOrcines, France , France

120. Intelligent Arctic Intelligent Arctic ::VisionVision20252025--20402040
120
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Water Colour Painting by Water Colour Painting by Dr Alexander RimskiDr Alexander Rimski--Korsakov (1936Korsakov (1936--2018)2018)

121. RearRear--Admiral Admiral VoinVoin
RimskyRimsky--KorsakovKorsakov
*Russian Navigator *Russian Navigator
121
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Pen & Ink Painting by Dr Alexander RimskyPen & Ink Painting by Dr Alexander Rimsky--Korsakov :Korsakov :“Navigating Oceans ”“Navigating Oceans ”
*Russian Navigator *Russian Navigator
& & HydrographerHydrographer**
...Composer’s Brother!...Composer’s Brother!
* 1822* 1822––1871 *1871 *

122. The The Surrealistic Paintings of Dr Alexander RimskySurrealistic Paintings of Dr Alexander Rimsky--KorsakovKorsakov
122
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Web LinkWeb Link: :
www.valentina.net/ARK3/ark2.htmlwww.valentina.net/ARK3/ark2.html

123. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
* * 88
thth
Ecological Ecological Scientific Conference Scientific Conference --INEPINEP* *
123
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“Kola Peninsula “Kola Peninsula --1745”1745”

124. Intelligent Arctic: Intelligent Arctic: Vision Vision 20252025--20402040!!
* * 88
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Ecological Ecological Scientific Conference Scientific Conference --INEPINEP**
ThankThank--You!You!ThankThank--You!You!
Download Presentation Slides: Download Presentation Slides: Download Presentation Slides: Download Presentation Slides:
124
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“Kola Peninsula “Kola Peninsula --1745”1745”
Download Presentation Slides: Download Presentation Slides:
www.Valentina.net/www.Valentina.net/ArcticArctic//
Download Presentation Slides: Download Presentation Slides:
www.Valentina.net/www.Valentina.net/ArcticArctic//

125. Download Presentation Slides: Download Presentation Slides:
www.Valentina.netwww.Valentina.net/Arctic//Arctic/
Download Presentation Slides: Download Presentation Slides:
www.Valentina.netwww.Valentina.net/Arctic//Arctic/
125
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th
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Thank you for your time!Thank you for your time!Thank you for your time!Thank you for your time!

126. Professional Profile Professional Profile --Dr David E. Probert Dr David E. Probert
Computer Integrated Telephony (CIT)Computer Integrated Telephony (CIT)–Established and led British Telecom’s £25M EIGER Project during the mid-1980s’ to integrate computers with
telephone switches (PABX’s). This resulted in the successful development and launch of CIT software applications for telesales &telemarketing
Blueprint for Business CommunitiesBlueprint for Business Communities–Visionary Programme for Digital Equipment Corporation during late-1980’s that included the creation of the
“knowledge lens” and “community networks”. The Blueprint provided the strategic framework for Digital’s Value-Added Networks Business
European Internet Business Group (EIBGEuropean Internet Business Group (EIBG) ) –Established and led Digital Equipment Corporation’s European Internet Group for 5 years. Projects included
support for the national Internet infrastructure for countries across EMEA as well as major enterprise, government & educationalIntranet deployments. support for the national Internet infrastructure for countries across EMEA as well as major enterprise, government & educationalIntranet deployments.
Dr David Probert was a sponsoring member of the European Board for Academic & Research Networking (EARN/TERENA) for 7 years (1991 1998)
Supersonic Car (Supersonic Car (ThrustSSCThrustSSC))–Worked with Richard Noble OBE, and the Mach One Club to set up and manage the 1
st
Multi-Media and e-Commerce Web-
Site for the World’s 1
st
Supersonic Car –ThrustSSC–for the World Speed Record.
Secure Wireless NetworkingSecure Wireless Networking–Business Director & VP for Madge Networks to establish a portfolio of innovative fully secure wireless Wi-Fi IEEE802.11
networking products with technology partners from both UK and Taiwan.
Networked Enterprise SecurityNetworked Enterprise Security-Appointed as the New Products Director (CTO) to the Management Team of the BlickGroup plc with overall
responsibility for 55 professional engineers & a diverse portfolio of hi-tech security products.
Republic of GeorgiaRepublic of Georgia–Senior Security Adviser –Appointed by the European Union to investigate and then to make recommendations on allaspects of IT
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Republic of GeorgiaRepublic of Georgia–Senior Security Adviser –Appointed by the European Union to investigate and then to make recommendations on allaspects of IT
security, physical security and BCP/DR relating to the Georgian Parliament, and then by UN/ITU to review Cybersecurity for the Government Ministries.
UN/ITUUN/ITU–Senior Adviser –Development of Cybersecurity Infrastructure, Standards, Policies, & Organisations in countries within both Europe & Americas
Dr David E. Probert is a Fellow of the Royal Statistical Society, IEEE Life Member and 1Dr David E. Probert is a Fellow of the Royal Statistical Society, IEEE Life Member and 1
stst
Class Honours Maths Degree Class Honours Maths Degree
(Bristol University) & PhD from Cambridge University in Self(Bristol University) & PhD from Cambridge University in Self--Organising Systems (Evolution of Stochastic Automata) , Organising Systems (Evolution of Stochastic Automata) ,
and his full professional biography is featured in the Marquis Directory of Who’s Who in the World: 2007and his full professional biography is featured in the Marquis Directory of Who’s Who in the World: 2007--2024 Editions2024 Editions.

127. Additional Additional AI & CyberAI & CyberResourcesResources
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LinkLink
: : www.valentina.net/vaza/CyberDocswww.valentina.net/vaza/CyberDocs

128. Intelligent Arctic: Intelligent Arctic: VisionVision20252025--20402040
*8*8
thth
EcologicalEcologicalScientific Conference Scientific Conference ––INEPINEP**
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129. Intelligent Arctic: Intelligent Arctic: VisionVision20252025--20402040
* * 88
thth
Ecological Scientific Conference Ecological Scientific Conference --INEP INEP * *
Video Stream: Video Stream:
youtube.com/youtube.com/watch?vwatch?v=FD49aNDeRKU=FD49aNDeRKU
Video Stream: Video Stream:
youtube.com/youtube.com/watch?vwatch?v=FD49aNDeRKU=FD49aNDeRKU
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130. Intelligent Arctic: Intelligent Arctic: VisionVision20252025--20402040
* * 88
thth
Ecological Scientific Conference Ecological Scientific Conference --INEPINEP* *
Video Download: Video Download: valentina.net/Arctic/Vision.mp4valentina.net/Arctic/Vision.mp4Video Download: Video Download: valentina.net/Arctic/Vision.mp4valentina.net/Arctic/Vision.mp4
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131. Intelligent Arctic: Intelligent Arctic: VisionVision20252025--20402040
**88
thth
Ecological Ecological Scientific Conference Scientific Conference ––INEPINEP**
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132. Massif des Massif des ÉcrinsÉcrins: : ”Alpine Climate Zone””Alpine Climate Zone”
132
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La Grande La Grande RuineRuine: 3765m: 3765mAilefroideAilefroideOrientale: 3847mOrientale: 3847m

133. Наша Умная Арктическая Наша Умная Арктическая CCредаредаНаша Умная Арктическая Наша Умная Арктическая CCредареда
Видение Видение ББудущего: удущего: 20252025––2040 гг2040 гг..
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
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“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

134. Наше Наше PPозумне озумне AAрктичне рктичне CCередовищеередовищеНаше Наше PPозумне озумне AAрктичне рктичне CCередовищеередовище
**Бачення Майбутнього: Бачення Майбутнього: 2025 2025 ––20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
134
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

135. 我們的智慧北極環境我們的智慧北極環境我們的智慧北極環境我們的智慧北極環境
未來願景：未來願景：
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
135
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

136. Nuestro Entorno Ártico InteligenteNuestro Entorno Ártico InteligenteNuestro Entorno Ártico InteligenteNuestro Entorno Ártico Inteligente
*Visión de futuro: *Visión de futuro: 20252025--20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
136
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

137. スマートな北極環境スマートな北極環境スマートな北極環境スマートな北極環境
将来のビジョン将来のビジョン
: : 2025 2025 --20402040
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
137
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

138. View from Yerevan, ArmeniaView from Yerevan, Armenia
--FebuaryFebuary2009 2009 --
KöppenKöppen--Geiger ClassificationGeiger Classification
“Glacial Alpine Zone”“Glacial Alpine Zone”
Little Ararat (3925m)Little Ararat (3925m)View South: View South: YerevanYerevan
--February 2009 February 2009 --
Little Ararat (Little Ararat (3925m3925m)& Greater Ararat (& Greater Ararat (5137m5137m))
138
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Photos: Dr David E. ProbertPhotos: Dr David E. Probert

139. Notre Environnement Arctique IntelligentNotre Environnement Arctique IntelligentNotre Environnement Arctique IntelligentNotre Environnement Arctique Intelligent
*Vision Future : *Vision Future : 2025 2025 ––20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
139
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

140. : : 2025 2025 -- 20402040
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
140
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

141. Nosso Ambiente Nosso Ambiente ÁÁrtico Inteligentertico InteligenteNosso Ambiente Nosso Ambiente ÁÁrtico Inteligentertico Inteligente
*Visão futura: *Visão futura: 2025 2025 ––2040* 2040*
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
141
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

142. ةيلبقتسملا ةيؤرلاةيلبقتسملا ةيؤرلا:: 20252025 - - 20402040
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
142
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

143. ונלש המכחה תיטקראה הביבסהונלש המכחה תיטקראה הביבסהונלש המכחה תיטקראה הביבסהונלש המכחה תיטקראה הביבסה
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
143
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

144. Alpine Sunrise on North FaceAlpine Sunrise on North Face
Barre des Écrins (4102m)Barre des Écrins (4102m)
144
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
Security Equipment: Security Equipment:
50m Rope, Steel Crampons, Ice50m Rope, Steel Crampons, Ice--Axe & Screws, Karabiners, Helmet.Axe & Screws, Karabiners, Helmet.
Photo: Photo: Dr David E Probert Dr David E Probert ––July 1980July 1980
KöppenKöppen--Geiger ClassificationGeiger Classification
“Polar Alpine Climate Zone”“Polar Alpine Climate Zone”

145. Unsere Intelligente Arktische UmweltUnsere Intelligente Arktische UmweltUnsere Intelligente Arktische UmweltUnsere Intelligente Arktische Umwelt
*Zukunftsvision: *Zukunftsvision: 2025 2025 ––20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
145
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

146. Մեր խելացի արկտիկական ﬕջավայրըՄեր խելացի արկտիկական ﬕջավայրըՄեր խելացի արկտիկական ﬕջավայրըՄեր խելացի արկտիկական ﬕջավայրը
Ապագայի տեսլականըԱպագայի տեսլականը::20252025––2040 2040 թթթթ
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
146
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

147. EinEinHamgylcheddHamgylcheddArctigArctigClyfarClyfarEinEinHamgylcheddHamgylcheddArctigArctigClyfarClyfar
**Gweledigaeth y Dyfodol: Gweledigaeth y Dyfodol: 20252025--20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
147
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

148. ჩვენი ჭკვიანი არქტიკული გარემოჩვენი ჭკვიანი არქტიკული გარემოჩვენი ჭკვიანი არქტიკული გარემოჩვენი ჭკვიანი არქტიკული გარემო
მომავლის ხედვამომავლის ხედვა::20252025--2040 2040 წწწწ
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
148
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

149. Vårt Smarte Arktiske MiljøVårt Smarte Arktiske MiljøVårt Smarte Arktiske MiljøVårt Smarte Arktiske Miljø
**FremtidsVisjonen: FremtidsVisjonen: 20252025--20402040**
*** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ****** Dr David E. Probert ***
149
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
*** Dr David E. Probert ****** Dr David E. Probert ***
www.valentina.net/Arctic/www.valentina.net/Arctic/
Dedicated to the Memory of Dr Anatoly Dedicated to the Memory of Dr Anatoly LukinLukin& Dr Alexander & Dr Alexander PerlikovPerlikov(INEP (INEP ––1990s)1990s)

150. GAIA Hypothesis(GAIA Hypothesis(19721972): ): James Lovelock James Lovelock (1919(1919--2022)2022)
““Physical Arctic” : Today Physical Arctic” : Today --2024 2024
150
* Our Intelligent Arctic Environment*
-Future Vision: 2025 –2040 -
Extended Version: 22
nd
July 2024
© Dr David E. Probert:www.VAZA.com ©
“35
th
Anniversary Scientific Conference”
-INEP, Kola Science Centre, Apatity, Kola-Peninsula -
“Ecological Problems of the North & Solutions”
“Intelligent Digital Twins”“Intelligent Digital Twins”as 21as 21
stst
C Technological “C Technological “GAIA”GAIA”““Cyber Arctic” : Vision Cyber Arctic” : Vision --20402040