Needs assessment and gap analysis to decide training content and formats

The initial step is conducting a thorough needs assessment and gap analysis by experienced technical team members from the project and partners. This process involves screening existing materials, consulting with stakeholders and actors in the fish value chain and identifying gaps in knowledge and practice. A field survey can be conducted to collect data on the needs of the beneficiaries and necessary framework requirements for training, e.g. technology availability, training duration, and intervals. 

Basic factors for the assessments include a skilled technical team and effective collaboration among partners. They should have access to existing materials to ensure informed screening. Participatory field surveys that consider gender, youth, and marginalized groups help accurately identify needs. Financial resources and logistical support enable thorough data collection and analysis.

The main topics of the different training programmes, as well as the formats used, can vary greatly. For example, while the needs assessment in Zambia identified gaps in existing aquaculture training manuals that could be addressed through hands-on training, the survey in Uganda led to the development of a fisheries business. In Mauritania, the identification of weak points highlighted the need for hygiene and quality training in the fish value chain. In response to climate risks, the project in Malawi recognized the importance of intermittent harvest methods and developed a fish trap manual.

Elaboration and validation of SQD seed production standards

Seed production standards in SQD certification are one of the special features of the system, and the main reason for its introduction. In fact, SQD standards are more flexible and take concrete account of the local context in which the seed is produced. In the case of the Boeny region, the basic standards adopted for the production of SQD-certified seed mainly concern :

  • Cultivation rules: origin of the mother seed; spatial isolation of the cultivation field from any undesirable pollen; crop precedent; possible crop association; phytosanitary status of plants in seed multiplication fields.
  • Field controls: the number of field controls must be carried out during the period of the cropping calendar when the distinctive characteristics of the varieties are easiest to notice; spatial isolation of the crop field; temporal isolation by a shift in flowering days if spatial isolation is not possible; varietal purity, i.e. the homogeneity of varietal characteristics of crops in the field.
  • Technological standards verified in the laboratory to ensure seed quality: maximum seed water content; specific purity; varietal purity; germination rate; number of generations.
  • Batch controls in storage warehouses and the maximum quantity of a batch of seed.
  • Supervision by the Service Officiel de Contrôle et de Certification (SOC) to guarantee the credibility of the standards.
  • Active participation of regional players, notably the Direction Régionale de l'Agriculture et de l'Élevage (DRAE), FOFIFA, farmers' organizations and the Comité Régional Consultatif d'Inscription des Variétés (CRCIV).
  • Adaptation of standards to take account of local realities and producers' constraints.
  • Validation of standards requires a participatory process involving various stakeholders to ensure their acceptance and applicability.
  • Validating standards through a structured process of group work, followed by plenary feedback, has proved effective in ensuring a solid consensus on the results.
  • A balanced representation of agro-ecological zones is essential to ensure widespread adoption.
  • The explicit consideration of agro-ecological zones was essential to guarantee the representativeness, credibility and operational relevance of the standards adopted.
Edge AI + LoRaWAN Infrastructure

NOARKTECH’s WildGuard AI uses on-device Edge AI models and LoRaWAN communication to process data locally and transmit alerts even in low-connectivity regions. This low-power, scalable network allows instant wildfire detection, animal tracking, and real-time environmental monitoring.

  • Flexible integration of open-source LoRaWAN technology and compact AI models
  • Low latency communication ensures rapid response in emergencies
  • Collaboration with embedded system experts for optimized hardware-software synergy
  • Local capacity building ensures long-term reliability and system maintenance
  • Intelligent alert routing and data filtering are essential to avoid signal noise
  • Redundant communication strategies strengthen system resilience
WildGuard AI Sensor Ecosystem (Bio-Acoustic + Chemical + Climate Sensing)

NOARKTECH’s WildGuard AI integrates bio-acoustic microphones, air quality sensors (CO, VOC), and hyperlocal climate monitors to detect wildlife movement, forest fires, and ecological disturbances. This system enables real-time environmental intelligence for conservation, climate resilience, and human-wildlife conflict prevention.

  • Deployment of rugged, energy-efficient sensors suited for field conditions
  • Scientific validation in collaboration with academic and environmental institutions
  • Pilot deployments across Western Ghats and Northeast India
  • Sensor effectiveness improves with community-informed placement strategies
  • Continuous environmental calibration enhances precision over time
  • Environmental durability must be prioritized during design and testing phases
Local leadership processes leveraged by local governance schemes

The local leadership process began between 1997 and 1998,
when a group of artisanal fishers identified a growing conflict
with industrial fishing that affected their practices and territories.
The most critical point of the conflict occurred between 2002 and
2005, when the industry intensified its presence, generating loss
of equipment and greater pressure on the resources. This
prompted the community to organize to represent their interests
and seek solutions from the government. Leveraged by local
governance schemes, these leaders were able to support each
other in order to advance the process of establishing the ZEPA.

The existence and support of consolidated civil society structures
such as the Interinstitutional and Community Group for Artisanal
Fishing, which contributed to representing community initiatives
and the interests of fishing communities.

It is essential that the leadership processes remain organized and
with clear objectives in order to continue defending the ZEPA and
advance in greater guarantees for its protection.

Capacity Building and Regional Training Programs

Building local and regional expertise in DNA barcoding and metabarcoding is vital for sustainable biodiversity conservation. Supported by BBI-CBD funding, our training programs target conservation practitioners from Lebanon, Tunisia, Côte d'Ivoire, and Jordan, including those without prior molecular biology experience. These hands-on workshops cover sample collection, laboratory techniques, data analysis, and interpretation, empowering participants to independently apply molecular tools in their contexts. Capacity building democratizes access to innovative technologies, fosters regional collaboration, and ensures continuity beyond the project lifecycle.

Funding from BBI-CBD and institutional backing by Saint Joseph University enabled program development. Experienced trainers and tailored curricula accommodate diverse backgrounds. Regional participant selection promotes cross-country knowledge exchange. Ongoing support and follow-up strengthen learning outcomes.

We learned that successful capacity building requires flexible training models that accommodate participants’ varied expertise. Hands-on practice combined with theoretical knowledge improves retention. Establishing a regional network fosters peer learning and collaboration. Follow-up support and refresher sessions are important for sustained impact. Training must be paired with accessible resources and tools to enable real-world application. Engaging trainees as future trainers multiplies benefits and contributes to national and regional self-sufficiency in biodiversity monitoring.

Stakeholder Engagement and Knowledge Mobilization

Meaningful engagement with Lebanese Ministries of Environment and Agriculture, local NGOs, practitioners, and communities ensured that scientific insights informed policy and restoration practices. By communicating findings clearly and collaboratively, we helped integrate molecular data into the National Biodiversity Action Plan. Awareness campaigns targeted schools, universities, farmers, and land managers, raising understanding of the ecological roles animals play in forest regeneration. This knowledge mobilization builds local ownership, promotes evidence-based decision-making, and bridges science with societal needs for long-term ecosystem resilience.

Strong relationships with government agencies and NGOs fostered trust. Clear, accessible communication materials and workshops facilitated understanding. Involvement of local communities ensured relevance. Institutional support allowed integration into national plans. Funding enabled outreach and awareness activities.

Effective stakeholder engagement requires ongoing dialogue and tailored communication strategies to diverse audiences. We found that combining scientific rigor with accessible language bridges the science-policy-practice gap. Early inclusion of ministries and NGOs increases uptake of results. Awareness campaigns are essential to foster behavioral change and highlight the often-overlooked role of animals in ecosystem restoration. Sustained collaboration ensures findings influence policy and land management decisions. We also learned that participatory approaches empower communities, ensuring solutions are socially accepted and sustainable

Strategic International and Academic Partnerships

Partnerships with the Smithsonian Institution, iBOL, and Saint Joseph University have been central to our project’s success. The Smithsonian provided advanced expertise in metabarcoding methodology and quality assurance, enabling rigorous application of DNA analysis. iBOL supports the expansion of barcoding efforts, particularly for insects, linking our regional data to global biodiversity initiatives. Saint Joseph University leads research implementation and capacity building, ensuring regional ownership and continuity. These collaborations combine global knowledge with local ecological and institutional context, enabling innovation and scalability.

Long-term collaborative relationships, shared scientific goals, and mutual trust were key. International funding and technical assistance fostered knowledge exchange. The presence of a dedicated local research team facilitated communication and implementation. Shared commitment to open data and capacity building strengthened partnerships.

Strong partnerships require continuous communication, respect for local contexts, and clear roles. International collaboration accelerates technology transfer but must be coupled with local capacity building to ensure sustainability. We learned the importance of balancing global scientific standards with regional ecological realities. Formal agreements and joint planning helped align expectations. Integrating diverse expertise—from molecular biology to ecology and policy—enhanced project impact. Finally, these partnerships opened avenues for future research and expanded conservation networks.

Localized Reference Library Development

The creation of a comprehensive, open-access DNA reference library of native plant and animal species was foundational to our solution. Recognizing that global databases lacked coverage for many Eastern Mediterranean species, we built the first Lebanese library encompassing plants, mammals, and now expanding to insects, birds, and fungi. This reference database improves the accuracy of DNA sequence matching and enables precise identification of species present in environmental samples. It also fills a critical regional data gap and facilitates ecological studies, biodiversity monitoring, and conservation planning. By publishing the library openly, we promote transparency, collaboration, and the potential for adaptation in similar biodiversity hotspots.

Strong institutional support from Saint Joseph University, collaboration with local taxonomists, and access to specimens were vital. Funding from initial grants allowed sequencing efforts. Commitment to open data principles ensured broad accessibility. Support from iBOL facilitated integration into global databases, enhancing utility and visibility.

Building a reliable reference library requires significant coordination between molecular scientists and taxonomists. Accurate species identification depends heavily on quality-verified voucher specimens and metadata. The process is time-consuming but indispensable for meaningful metabarcoding results. Sharing the library openly generated interest and collaboration but also highlighted the need for continuous updates and expansion to cover more taxa. Engaging local experts fostered ownership and increased the scientific credibility of the data, ensuring the library’s sustainability as a national resource.

Advanced DNA Barcoding and Metabarcoding Techniques:

DNA barcoding and metabarcoding are cutting-edge molecular techniques that allow precise identification of species from small biological samples such as animal scats. Barcoding targets a single species by sequencing a standard gene region, while metabarcoding amplifies multiple DNA markers simultaneously, enabling comprehensive analysis of complex mixtures. These methods provide detailed insights into animal diets, predator-prey relationships, and seed dispersal patterns without invasive sampling. In our solution, these techniques were adapted to the Lebanese ecological context, enabling high-throughput biodiversity assessment and revealing key interactions between fauna and flora. This approach overcomes limitations of traditional ecological surveys and opens new possibilities for monitoring biodiversity changes, especially in regions with scarce baseline data.

Access to high-throughput sequencing technology, expertise in molecular biology, and the availability of regional reference libraries enabled successful implementation. The collaboration with international experts, such as the Smithsonian Institution, ensured methodological rigor. The development of protocols tailored to local conditions and sample types was crucial for reliable results. Funding from FERI and MEPI provided the necessary resources to establish and scale the molecular workflows.

We learned that customizing DNA metabarcoding protocols to local ecological conditions is essential to maximize data accuracy. Establishing comprehensive reference libraries beforehand is critical for correct species identification. Early engagement with molecular experts and international partners accelerated technology transfer and improved quality control. We also discovered that noninvasive sampling methods, such as scat collection, can yield rich data but require strict protocols to avoid contamination. Finally, integrating these molecular tools with traditional ecological knowledge strengthens interpretation and practical application for restoration.