Goldeneye project results and impact on mining

Marko Savolainen; Kamen Bogdanov; Jari Havisto; Francisco Gutierres; Taras Matselyukh; Marko Paavola; Andreas Knobloch

Goldeneye project results and impact on mining

Marko Savolainen, Kamen Bogdanov, Jari Havisto, Francisco Gutierres, Taras Matselyukh, Marko Paavola, Andreas Knobloch

BA6301 Optical measurements

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Abstract

Improved use of Earth observation with sensor and positioning data can offer significant exploitation and environmental control benefits and increase the productivity of mines. The EU-funded Goldeneye project has developed a GoldenAI platform, which can fuse high-resolution data from satellites, drones, and in-situ sensors to generate new high-resolution data from an entire mine. This data is being processed and converted into actionable intelligence with new tools developed in the project, offering improvements to exploration, mine safety, environmental monitoring, exploitation, and increasing extraction in pilot mines. The project has combined remote sensing and positioning technologies and taken advantage of Earth observation and Earth GNSS data with data fusion and processing powered by data analytics and machine learning algorithms. The GoldenAI platform and other developed technologies have been piloted in five trial mine sites across Europe and the results are presented in this paper.

Original language	English
Title of host publication	EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland
Subtitle of host publication	Abstracts
Editors	Vesa Nykänen, Nick Cook, Juha Kaija
Publisher	Geological Survey of Finland
Pages	49-53
Number of pages	5
Volume	55
Publication status	Published - 2023
MoE publication type	Not Eligible
Event	European Union SuperCluster Lapland Geoconference - Rovaniemi, Finland Duration: 30 Oct 2023 → 31 Oct 2023

Publication series

Series	Open File Research Report
Number	55/2023

Conference

Conference	European Union SuperCluster Lapland Geoconference
Country/Territory	Finland
City	Rovaniemi
Period	30/10/23 → 31/10/23

Keywords

Goldeneye
Mining
Earth observation
Active hyperspectral spectroscopy
Time-gated Raman spectroscopy
Platform

Access to Document

https://tupa.gtk.fi/raportti/arkisto/55_2023.pdf

Goldeneye: Earth observation and Earth GNSS data acquisition and processing platform for safe, sustainable and cost-efficient mining operations
Paavola, M. (Manager)
1/05/20 → 30/04/23
Project: EU project

Cite this

Savolainen, M., Bogdanov, K., Havisto, J., Gutierres, F., Matselyukh, T., Paavola, M., & Knobloch, A. (2023). Goldeneye project results and impact on mining. In V. Nykänen, N. Cook, & J. Kaija (Eds.), EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland : Abstracts (Vol. 55, pp. 49-53). Geological Survey of Finland. https://tupa.gtk.fi/raportti/arkisto/55_2023.pdf

Savolainen, Marko ; Bogdanov, Kamen ; Havisto, Jari et al. / Goldeneye project results and impact on mining. EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland : Abstracts. editor / Vesa Nykänen ; Nick Cook ; Juha Kaija. Vol. 55 Geological Survey of Finland, 2023. pp. 49-53 (Open File Research Report; No. 55/2023).

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title = "Goldeneye project results and impact on mining",

abstract = "Improved use of Earth observation with sensor and positioning data can offer significant exploitation and environmental control benefits and increase the productivity of mines. The EU-funded Goldeneye project has developed a GoldenAI platform, which can fuse high-resolution data from satellites, drones, and in-situ sensors to generate new high-resolution data from an entire mine. This data is being processed and converted into actionable intelligence with new tools developed in the project, offering improvements to exploration, mine safety, environmental monitoring, exploitation, and increasing extraction in pilot mines. The project has combined remote sensing and positioning technologies and taken advantage of Earth observation and Earth GNSS data with data fusion and processing powered by data analytics and machine learning algorithms. The GoldenAI platform and other developed technologies have been piloted in five trial mine sites across Europe and the results are presented in this paper.",

keywords = "Goldeneye, Mining, Earth observation, Active hyperspectral spectroscopy, Time-gated Raman spectroscopy, Platform",

author = "Marko Savolainen and Kamen Bogdanov and Jari Havisto and Francisco Gutierres and Taras Matselyukh and Marko Paavola and Andreas Knobloch",

note = "Ext. abstracts; European Union SuperCluster Lapland Geoconference ; Conference date: 30-10-2023 Through 31-10-2023",

year = "2023",

language = "English",

volume = "55",

series = "Open File Research Report",

publisher = "Geological Survey of Finland",

number = "55/2023",

pages = "49--53",

editor = "Vesa Nyk{\"a}nen and Nick Cook and Juha Kaija",

booktitle = "EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland",

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Savolainen, M, Bogdanov, K, Havisto, J, Gutierres, F, Matselyukh, T, Paavola, M & Knobloch, A 2023, Goldeneye project results and impact on mining. in V Nykänen, N Cook & J Kaija (eds), EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland : Abstracts. vol. 55, Geological Survey of Finland, Open File Research Report, no. 55/2023, pp. 49-53, European Union SuperCluster Lapland Geoconference, Rovaniemi, Finland, 30/10/23. <https://tupa.gtk.fi/raportti/arkisto/55_2023.pdf>

Goldeneye project results and impact on mining. / Savolainen, Marko; Bogdanov, Kamen; Havisto, Jari et al.
EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland : Abstracts. ed. / Vesa Nykänen; Nick Cook; Juha Kaija. Vol. 55 Geological Survey of Finland, 2023. p. 49-53 (Open File Research Report; No. 55/2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Goldeneye project results and impact on mining

AU - Savolainen, Marko

AU - Bogdanov, Kamen

AU - Havisto, Jari

AU - Gutierres, Francisco

AU - Matselyukh, Taras

AU - Paavola, Marko

AU - Knobloch, Andreas

N1 - Ext. abstracts

PY - 2023

Y1 - 2023

N2 - Improved use of Earth observation with sensor and positioning data can offer significant exploitation and environmental control benefits and increase the productivity of mines. The EU-funded Goldeneye project has developed a GoldenAI platform, which can fuse high-resolution data from satellites, drones, and in-situ sensors to generate new high-resolution data from an entire mine. This data is being processed and converted into actionable intelligence with new tools developed in the project, offering improvements to exploration, mine safety, environmental monitoring, exploitation, and increasing extraction in pilot mines. The project has combined remote sensing and positioning technologies and taken advantage of Earth observation and Earth GNSS data with data fusion and processing powered by data analytics and machine learning algorithms. The GoldenAI platform and other developed technologies have been piloted in five trial mine sites across Europe and the results are presented in this paper.

AB - Improved use of Earth observation with sensor and positioning data can offer significant exploitation and environmental control benefits and increase the productivity of mines. The EU-funded Goldeneye project has developed a GoldenAI platform, which can fuse high-resolution data from satellites, drones, and in-situ sensors to generate new high-resolution data from an entire mine. This data is being processed and converted into actionable intelligence with new tools developed in the project, offering improvements to exploration, mine safety, environmental monitoring, exploitation, and increasing extraction in pilot mines. The project has combined remote sensing and positioning technologies and taken advantage of Earth observation and Earth GNSS data with data fusion and processing powered by data analytics and machine learning algorithms. The GoldenAI platform and other developed technologies have been piloted in five trial mine sites across Europe and the results are presented in this paper.

KW - Goldeneye

KW - Mining

KW - Earth observation

KW - Active hyperspectral spectroscopy

KW - Time-gated Raman spectroscopy

KW - Platform

M3 - Conference article in proceedings

VL - 55

T3 - Open File Research Report

SP - 49

EP - 53

BT - EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland

A2 - Nykänen, Vesa

A2 - Cook, Nick

A2 - Kaija, Juha

PB - Geological Survey of Finland

T2 - European Union SuperCluster Lapland Geoconference

Y2 - 30 October 2023 through 31 October 2023

ER -

Savolainen M, Bogdanov K, Havisto J, Gutierres F, Matselyukh T, Paavola M et al. Goldeneye project results and impact on mining. In Nykänen V, Cook N, Kaija J, editors, EU SuperCluster Lapland Geoconference – October 30–31, 2023, Hotel Santa Claus, Rovaniemi, Finland : Abstracts. Vol. 55. Geological Survey of Finland. 2023. p. 49-53. (Open File Research Report; No. 55/2023).

Goldeneye project results and impact on mining

Abstract

Publication series

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Keywords

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Goldeneye: Earth observation and Earth GNSS data acquisition and processing platform for safe, sustainable and cost-efficient mining operations

Cite this