AI Forensics Open Research Challenge Evaluation

Understanding and tackling the decline of insects is sponsored by European Commission — Horizon Europe. Expected Outcome: Project results are expected to contribute to all of the following expected outcomes: researchers better understand the status and population trends of insect species and the drivers of their decline; competent authorities in charge of biodiversity policies at all levels are capable of taking informed decisions, based on better understanding and valuation of socioeconomic benefits and ecological importance of insects, including for climate action; society and relevant land managers are better informed and equipped to tackle the drivers of the decline of insects. Scope: Insects play a vital role contributing to ecosystem functions in addition to pollination, such as decomposition and nutrient cycles, soil formation (including carbon sequestration) and pest control, control functions essential for maintaining ecosystem complexity, and are an indispensable part of the food chain. Those functions are key for climate change mitigation and allow the provision of ecosystem services which have economic benefits and support human well-being. Additionally, insects play a key role in other socioeconomic areas such as medical and pharmaceutical applications (e.g. antimicrobial peptides), forensic science or biotechnology. The dramatic decline of insects, estimated around 75% in the last three decades, is raising increasing concern among scientists and in the public, since it could have far-reaching implications. In order to be able to tackle this decline, there is a need to improve our understanding of the drivers of loss and how they interplay. A better knowledge of insects themselves is necessary. With targets 4 and 5 of the EU biodiversity strategy for 2030, the EU took, among others, the commitment that by 2030 habitats and species show no deterioration in conservation trend and status, at least 30% reach favourable conservation status or at least show a positive trend, and that the decline of pollinators is reversed. According to the EU Nature Restoration Regulation, Member States shall put in place appropriate and effective measures to improve pollinator diversity and reverse the decline of pollinators by 2030. This is reflected in target 4 of the Kunming-Montreal Global Biodiversity Framework. The European Climate Law requires Member States to adopt and implement national adaptation strategies and plans in which they should promote Nature-based Solutions and ecosystem-based adaptation. These policies and legislations have reached the implementation stage in the EU and worldwide. Successful proposals are expected to: improve understanding and identification of insects’ diversity, including through genomic approaches; focus on less known insect groups. In particular a solid knowledge has already been generated regarding pollination and pollinating insects through past and ongoing projects, therefore they are not expected to be subject to new research under this topic; assess the status and trends of insects and analyse multiple drivers affecting them, as well as the ecosystem services that insects provide, at different spatial scales. A comprehensive integrative taxonomy approach should be adopted, incorporating a multidisciplinary framework, including ecology and ecotoxicology, and integrating methods that address the diverse needs of insects across their entire lifecycle, ensuring the identification of essential habitat resources at each stage of development. To assess the status and trends of insects and the effectiveness of strategies, proposals should develop and test approaches for long-term monitoring schemes for insects, possibly building on existing national or EU biodiversity monitoring schemes and pilots developed by Biodiversa+; devise, test and promote effective strategies to mitigate the major drivers of insects’ decline. Analyse the ecosystem functions underpinned by insects and undertake qualitative and quantitative valuation of ecosystem services emanating from those functions; explore how to implem Programme areas: Horizon Europe (HORIZON), Global Challenges and European Industrial Competitiveness, Food, Bioeconomy Natural Resources, Agriculture and Environment, Biodiversity and Natural Resources Keywords: Biodiversity conservation, Biodiversity, conservation biology, conservation genetics, Conservation biology, ecology, genetics, Environmental Conservation, Environmental protection, Environmental stressors, Environmental toxicology at the population and ecosystems level, Habitat Systems, Habitat and species restoration and rehabilitation, Natural resources and environmental economics, Nature conservation, Protection of environment (before, during and after), Species interactions (e.g. food-webs, symbiosis, parasitism, mutualism, bio-invasion), Insects, biodiversity, climate change, conservation, decline, ecology, ecosystem, habitat, pollinator, species

Plasma science is a transdisciplinary field of research where fundamental studies in many disciplines, including plasma physics, plasma chemistry, materials science, and space science, come together to advance knowledge for discovery and technological innovation. The primary goal of the ECosystem for Leading Innovation in Plasma Science and Engineering (ECLIPSE) program is to identify and capitalize on opportunities for bringing fundamental plasma science investigations to bear on problems of societal and technological need within the scope of science and engineering supported by the participating NSF programs. The ECLIPSE meta-program has been created to foster an inclusive community of scientists and engineers, an ecosystem spanning multiple NSF Directorates, in the pursuit of translational research at the interface of fundamental plasma science and technological innovation. The ECLIPSE program builds on the long history of NSF leadership in supporting multi-disciplinary research in plasma science and engineering, and is intended to enhance organizational unity within NSF, and potentially with other funding agencies, in considering proposals and supporting projects that may otherwise struggle to find a natural home within the existing hierarchy of Directorates, Divisions, and programs within the Foundation. Examples of topical areas within the scope of the ECLIPSE program include but are not limited to: Plasma surface interactions, with applications to, e.g., advanced manufacturing, materials processing, and catalysis. Atmospheric pressure plasmas and microplasmas with applications to, e.g., microelectronics, plasma agriculture, environmental remediation, and other clean and decarbonized energy goals enabled by electrification of the chemical industry. Dusty plasmas with applications to, e.g., development of nanomaterials, aerosols, and functionalized surface coatings. Novel sensor development for highly non-equilibrium plasmas with applications to, e.g., cubesat-based geospace measurements and industrial plasma diagnostics. Novel computational modeling for multi-component and/or multi-phase plasma systems with applications to, e.g., space weather prediction and plasma reactor design. Novel studies of plasmons in nano-photonics and nano-optics with applications to, e.g., sub-THz wireless communication and photocatalytic chemical processes. New chemical measurement science for characterizing processes occurring in plasmas and using plasmas as part of measurement systems with applications to, e.g., analysis of environmental contaminants or identification of forensic evidence. Study of fundamental chemical reactions and mechanisms in plasmas with applications to, e.g., novel chemical synthesis. Proposals submitted for consideration by this program should address societal or technological needs within the scope of science and engineering supported by the National Science Foundation. Proposals addressing technology development primarily supported by other US government funding agencies are not eligible for consideration and may be returned without review. Proposers are strongly encouraged to contact the cognizant Program Officers if they are unsure of the suitability of a project to this program. Proposals submitted for consideration by the ECLIPSE program should satisfy the following criteria: (1) clearly articulate the fundamental scientific and/or engineering challenge in plasma science and engineering that may be relevant to more than one NSF program; and (2) provide a substantive discussion of how a resolution of the stated scientific and/or engineering challenge will address specific societal and/or technological needs identified as priorities by the research communities, policymakers and/or other stakeholders. Depending on the nature of the proposal, the latter may be described as the Intellectual Merit or the Broader Impact of the proposed activity. The program encourages inclusion of specific efforts to increase the diversity of the ECLIPSE community and to broaden participation of under-represented groups in Science, Technology, Engineering, and Mathematics (STEM) as Broader Impacts of proposed work. The program welcomes proposals from Historically Black Colleges and Universities (HBCUs), other Minority Serving Institutions (MSIs), and institutions in EPSCoR-eligible jurisdictions, along with collaborations between these institutions. Proposers are also encouraged to address how the proposed efforts may enhance workforce development towards STEM careers associated with the field of plasma science and engineering. The ECLIPSE program is not intended to replace existing programs. A proposal that is requesting consideration within the context of ECLIPSE should begin the title with the identifying acronym "ECLIPSE:" and should be submitted to one of the "Related Programs" listed below. In choosing the most relevant program, proposers are advised to read program descriptions and solicitations carefully and to consult with cognizant Program Officers in advance of proposal preparation. Proposal submissions outside of the scientific scope of the receiving program may be transferred to a different program or may be returned without review. Proposers should ask for consideration and review as an ECLIPSE proposal only if the proposal addresses both of the criteria listed above. Proposals marked for consideration by the ECLIPSE program that do not address both of these criteria may be returned without review or reviewed within the context of an individual program. Supplement requests to existing awards within a program that address both of the above criteria may also be considered. Information Sharing with other Funding Agencies When permitted under an MOU between NSF and another funding agency, NSF may share information from proposals for consideration of joint funding and may invite employees of such organizations to attend merit review panels as observers. Funding Opportunity Number: PD-24-110Z. Assistance Listing: 47.041,47.049,47.050,47.076. Funding Instrument: G. Category: ST.

The U.S. Special Operations Command (USSOCOM) Engage SOF (eSOF) program is a rolling submission opportunity connecting commercial technologies to special operations forces needs across AI, ISR, cyber, mobility, medical, and advanced technology domains. The program accepts submissions on a rolling basis through December 31, 2026, with multiple non-dilutive funding pathways. USSOCOM recently expanded its Advanced Autonomy and Artificial Intelligence focus area, seeking modular and open integration of cutting-edge AI and machine learning solutions to enable enhanced autonomy in unmanned systems. Specific areas of interest include agentic AI and vision language action (VLA) models for sophisticated autonomous behaviors including adaptive learning; neural radiance fields (NeRFs) for 3D scene representation and navigation; generative AI for simulation and data augmentation; advanced automatic target recognition (ATR) algorithms with edge node refinement and autonomous model retraining; and human-machine interface solutions. The program supports solutions across 13 capability areas: Aviation Systems, Biometrics and Forensics, C4, Cyberspace Operations, Human Performance and Human Machine Interface, Information Operations, ISR, Irregular Warfare, Medical, Mobility, Power and Energy, Soldier Systems, and Weapons and Electronic Attack. Award pathways include contracts, OTAs, SBIR/STTR, CRADAs, or prize competitions. All submissions must be unclassified.