Publications

Building synergies among ground-based forest inventorying and monitoring networks to meet scientific, political, and societal needs

2025 | Action CA21138

COST Annual Report 2024

2025

Biomedical Applications of Metal-Organic Frameworks Revisited

2025 | Action CA22147

An Overview of Challenges to Long-Term Sustainability and Scalability of Radio Frequency Fingerprinting

2024 | Action CA22104

Optimizing Radio Frequency Fingerprinting for Device Classification: A Study Towards Lightweight DL Models

2024 | Action CA22104

“Sweet MOFs”: exploring the potential and restraints of integrating carbohydrates with metal–organic frameworks for biomedical applications

2024 | Action CA22147

A sustainable lecithin-based ligand for the bio-functionalization of iron and hybrid metal organic frameworks (MOFs) nanoparticles with the sugar mannose

2024 | Action CA22147

Gender Equality Plan template for COST Actions

2024

Impact Assessment Study on Innovation in COST Actions

2024

Building synergies among ground-based forest inventorying and monitoring networks to meet scientific, political, and societal needs

2025 | Action CA21138

European forests  play a crucial role in  climate change mitigation and biodiversity conservation, though they are continuously adapting to rapid and continuous variations in environmental conditions. Ensuring their health and resilience requires timely detection of changes in forest status, functioning, and provided ecosystem services. However, accurate predictions of their future ecological, economic and social contributions depend on a well-coordinated approach that brings together ground-based forest inventory and monitoring networks, community science, and key stakeholders. 

A new paper published by Guerrieri and colleagues from the CLEANFOREST Cost Action core group highlights the urgent need for stronger synergies among these players. The authors advocate for a new era of forest monitoring and inventorying, where networks collaborate and coordinate their efforts to systematically track and assess the state and long-term changes of European forests. This can be achieved with the creation of an ‘alliance’ of forest monitoring and inventorying programs, which should fall under the auspices of international political bodies. The alliance could serve as the pan-European research infrastructure that centralizes discussion on protocols for data collections and data harmonization, priority needs for current and future monitoring and accessibility to the data from relevant end users, thus strengthening the European forest monitoring system.. The alliance is timely and essential to support the proposed EU Forest Monitoring Law, as well as other relevant European policy targets.

This Perspective paper is the result of debate during and after the panel discussion on ‘Building a common vision on forest monitoring amid global change: challenges and opportunities’ during the first annual meeting of the CLEANFOREST COST Action in Thessaloniki in 2023.

Plants, People, Planet is a multi-disciplinary Open Access journal, owned by the New Phytologist Foundation and published by Wiley. The journal publishes outstanding plant-based research in its broadest sense and celebrates everything new, innovative and exciting in plant-focused research that is relevant to society and people’s daily lives. The New Phytologist Foundation is an independent, not-for-profit organisation dedicated to the promotion of plant science.

COST Annual Report 2024

2025

COST ACTIONS ADDRESSING PRESSING CHALLENGES

COST empowers researchers and innovators across Europe to tackle the most pressing scientific challenges of our time. The COST Annual Report 2024 demonstrates the power of collaborative research and networking, and how we continue to strengthen the European Research Area through innovative, pan-European partnerships.

This edition captures the highlights of the year, with key activities and figures that demonstrate COST’s growing impact. It presents compelling success stories of COST Actions addressing critical areas such as climate change, health, smart cities and marine protection. It also shows the COST’s commitment to supporting young researchers and bridging innovation gaps across Europe.

Biomedical Applications of Metal-Organic Frameworks Revisited

2025 | Action CA22147

DOI: https://doi.org/10.1021/acs.iecr.4c03698

In the past decade, metal-organic frameworks (MOFs) have been extensively researched for biomedical applications, particularly drug storage, after proving to be excellent substitutes for traditional porous materials. Biomedical applications of MOFs have been greatly expedited with the recent integration of data science and molecular modelling approaches to experimental research, establishing them as essential elements in medical imaging, diagnostics, and regenerative medicine. In this review, to demonstrate the potential of MOFs in cutting-edge treatments for neurological and cancer diseases, we examined the molecular interactions between MOFs and biological systems and discussed the field’s opportunities and challenges.

An Overview of Challenges to Long-Term Sustainability and Scalability of Radio Frequency Fingerprinting

2024 | Action CA22104

https://doi.org/10.1109/ICCSPA61559.2024.10794273

The Internet of Things (IoT) is transforming industries with its plethora of applications, from smart cities to healthcare. However, this rapid proliferation comes with a pressing need for additional cybersecurity needs to ensure stable and resilient operations. Resource-constrained IoT devices often rely on basic cryptographic mechanisms, allowing innovative solutions like Radio Frequency Fingerprinting (RFF) to thrive and enhance physical layer security. As part of European Union COST Action, this study dives into the current state-of-the-art in RFF, a technique that utilizes unique hardware characteristics for device authentication and classification.  Key Takeaways:  Challenges in Real-World Deployment: While RFF has shown promise in academic settings, its practical applications are limited by technological barriers.   There is a burgeoning need to deliberate the potential CONOPS (concept of operation) and operational scenarios encountered in real world deployment. The research sheds light on critical performance metrics and the complexities of evaluating RFF systems.  By addressing these challenges, the study lays a foundation for advancing RFF from theory and controlled environment to practical implementation, enabling its integration into secure IoT ecosystems.  By connecting this work to the COST action, we aim to foster collaboration across Europe to develop cutting-edge security solutions for networks of the future.

Optimizing Radio Frequency Fingerprinting for Device Classification: A Study Towards Lightweight DL Models

2024 | Action CA22104

https://doi.org/10.1109/ICCSPA61559.2024.10794386

We developed a lightweight 1D Convolutional Neural Network (CNN) model optimized for edge devices, reducing inference latency while maintaining high classification accuracy. Using an open-source dataset of 30 LoRa devices, we evaluated preprocessing methods (Short Time Fourier Transform (STFT) and Fast Fourier Transform (FFT)). Our approach demonstrated: A significant reduction in inference latency, making deployment on real-time edge devices feasible. Comparable classification accuracy when benchmarked against a 2D CNN model. This work not only bridges a crucial gap in the literature but also propels the adoption of RFF for edge devices—an essential step for secure IoT networks in 6G. By aligning this effort with COST Action, we aim to foster collaboration across Europe to achieve secure, resilient, and trustworthy 6G systems.

“Sweet MOFs”: exploring the potential and restraints of integrating carbohydrates with metal–organic frameworks for biomedical applications

2024 | Action CA22147

This review highlights recent advancements in combining metal–organic frameworks (MOFs) with carbohydrate chemistry to create biocompatible systems for biomedical applications. MOFs offer unique properties like biodegradability, low toxicity, and high surface area, enabling functionalization with biological ligands and  the loading of active cargos, from small drugs to biomacromolecules. Recent research focuses on leveraging carbohydrate chemistry to functionalize and modify MOF structures, aiming for efficient and naturally inspired designs. The review discusses the field’s progress over the past five years, addressing both its potential and challenges, including sustainability and real-world applicability.

A sustainable lecithin-based ligand for the bio-functionalization of iron and hybrid metal organic frameworks (MOFs) nanoparticles with the sugar mannose

2024 | Action CA22147

A sustainable and eco-friendly ligand for diverse nanoparticles functionalization is reported. The ligand is synthesized through a photochemical reaction between lecithin and cysteine, followed by the addition of mannose, a sugar beneficial for biomedical targeting. The environmental impact of the ligand is assessed through green metrics, demonstrating superior sustainability compared to conventional ligands. The ligand is successfully applied to various nanoparticle platforms, including the MOFs MIL-101(Fe), PCN-222, UiO-66, and iron nanoparticles, highlighting its potential for safer and more effective applications in nanomedicine.

Gender Equality Plan template for COST Actions

2024

The COST Administration encourages the development of a COST Action Gender Equality Plan (GEP). In order to assist Actions that wish to develop a GEP, COST has developed a template that can be customised with a networks needs, preferences, and priorities.

Impact Assessment Study on Innovation in COST Actions

2024

COST Association commissioned Technopolis to carry out an impact assessment to better understand impact pathways that lead to innovation. While the impact paths foreseen by the COST impact model were analysed in previous studies, this study fills the knowledge gap regarding the different types of and paths to innovation of COST Actions.

The case studies illustrate various ways in which COST Actions can be innovative in their design and implementation and highlights how COST Actions can also result in various innovative outputs, like business models, new products (patents) or educational formats.