m4mining: Multi-scale, Multi-sensor Mapping and dynamic Monitoring for sustainable extraction and safe closure in Mining environments

Informations projet

m4mining

N° de convention de subvention: 101091462

DOI

10.3030/101091462

Date de signature de la CE 21 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 4 696 629,74

Contribution de l’UE

€ 4 499 512,13

Coordonné par

NORCE RESEARCH AS
Norway

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Websites, patent fillings, videos etc. (1)

Website portal and social media channels

Establishing project web presence through website, identity and social media channelsLinked to Task: T 1.1, T 10.4

Demonstrators, pilots, prototypes (1)

UAS integrated with multi-sensor payload ready to fly

Demonstration of m4mining integrated UAS components in live sessionLinked to Task: T 2.1, T 3.1

Documents, reports (5)

Report on joint activities of the mineral advisory board I

Annual report detailing activities of the MIAB, year 1Linked to Task: T 9.4

Initial plan for dissemination, communication, and exploitation

Dissemination plan, version 1Linked to Task: T 10.4

UAV safety guidelines published in a White Paper

Public white paper covering best practise safety guidelines in mining operationsLinked to Task: T 2.2

Trade-off report on data analysis techniques and products on UAV data

Report on UAV analysis methods and output products from mining/tailings sitesLinked to Task: T 7.1

Trade-off report on data analysis techniques and products on satellite data

Report on satellite analysis methods and output products from mining/tailings sitesLinked to Task: T 7.2

Data Management Plan (2)

Data Management Plan V1

Project data management plan, version 1Linked to task: T 1.1, T 1.3

Data Management Plan V2

Project data management plan, version 2Linked to Task: T 1.1, T 1.3

Publications

Peer reviewed articles (4)

VNIR-SWIR Imaging Spectroscopy for Mining: Insights for Hyperspectral Drone Applications

Auteurs: Friederike Koerting; Saeid Asadzadeh; Justus Constantin Hildebrand; Ekaterina Savinova; Evlampia Kouzeli; Konstantinos Nikolakopoulos; David Lindblom; Nicole Koellner; Simon J. Buckley; Miranda Lehman; Daniel Schläpfer; Steven Micklethwaite
Publié dans: Mining, 2024, ISSN 2673-6489
Éditeur: MDPI (Multidisciplinary Digital Publishing Institute)
DOI: 10.3390/MINING4040057

Satellite imagery for bauxite mine waste mapping in the frame of the m4mining project

Auteurs: Evlampia Kouzeli; Konstantinos Nikolakopoulos; Olga Sykioti; Saeid Asadzadeh; Friederike Koerting; Daniel Schläpfer
Publié dans: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2025, ISSN 2194-9034
Éditeur: Copernicus GmbH (Copernicus Publications)
DOI: 10.5194/ISPRS-ARCHIVES-XLVIII-M-7-2025-113-2025

Leveraging EnMAP hyperspectral data for mineral exploration: Examples from different deposit types

Auteurs: Saeid Asadzadeh, Sabine Chabrillat
Publié dans: Ore Geology Reviews, Numéro 186, 2025, ISSN 0169-1368
Éditeur: Elsevier BV
DOI: 10.1016/J.OREGEOREV.2025.106912

Drone-Based VNIR–SWIR Hyperspectral Imaging for Environmental Monitoring of a Uranium Legacy Mine Site

Auteurs: Victor Tolentino, Andres Ortega Lucero, Friederike Koerting, Ekaterina Savinova, Justus Constantin Hildebrand, Steven Micklethwaite
Publié dans: Drones, Numéro 9, 2025, ISSN 2504-446X
Éditeur: MDPI AG
DOI: 10.3390/DRONES9040313

Conference proceedings (5)

Mineral mapping using satellite multispectral and hyperspectral data for a pyrite mine in the frame of the m4mining project

Auteurs: Evlampia Kouzeli; Olga Sykioti; Konstantinos Nikolakopoulos; Saeid Asadzadeh; Friederike Koerting; Daniel Schläpfer
Publié dans: Bulletin of the Geological Society of Greece – Special Publication No. 15 (17th International Congress of the Geological Society of Greece), Numéro 15, 2025
Éditeur: Geological Society of Greece

3D representation of a bauxite mine in the frame of m4mining project

Auteurs: Konstantinos G. Nikolakopoulos, Aggeliki Kyriou, Evlampia Kouzeli, Saeid Asadzadeh, Nicole Köllner, Friederike Körting, Justus Constantin Hildebrand, Steven Micklethwaite, Ekaterina Savinova
Publié dans: Earth Resources and Environmental Remote Sensing/GIS Applications XV, 2024, ISSN 1996-756X
Éditeur: SPIE – The International Society for Optics and Photonics
DOI: 10.1117/12.3031850

BOX3D: Lightweight Camera-LiDAR Fusion for 3D Object Detection and Localization

Auteurs: Mario A.V. Saucedo, Nikolaos Stathoulopoulos, Vidya Sumathy, Christoforos Kanellakis, George Nikolakopoulos
Publié dans: 2024 32nd Mediterranean Conference on Control and Automation (MED), 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2408.14941

Mineral mapping using Spectral Angle Mapper on multisensor remote sensing data

Auteurs: Evlampia Kouzeli, Konstantinos G. Nikolakopoulos, Aggeliki Kyriou, Ioannis Pantelidis, Harilaos Tsikos, Dimitrios Paliatsas, Saeid Asadzadeh, Friederike Koerting, Daniel Schläpfer
Publié dans: Earth Resources and Environmental Remote Sensing/GIS Applications XVI, 2025
Éditeur: SPIE
DOI: 10.1117/12.3071923

A Surface Adaptive First-Look Inspection Planner for Autonomous Remote Sensing of Open-Pit Mines

Auteurs: Vignesh Kottayam Viswanathan, Vidya Sumathy, Christoforos Kanellakis, George Nikolakopoulos
Publié dans: 2024 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2410.10256