Planning phase | PANORAMA

Ecosystem Service Modelling with InVEST for Landscape Planning

InVEST modelling tools were used to quantify key ecosystem services including carbon storage, sediment retention, and habitat quality across land uses in the three micro-watersheds. These models provided spatially explicit data linking ecological functions to land use practices. The results showed that shrublands and forests have significantly higher carbon storage and soil retention capacities compared to basic grain croplands. Habitat quality scores highlighted the role of forest patches and riparian zones in supporting biodiversity. This evidence guided restoration and sustainable agriculture interventions aligned with ecological potential.

Access to spatial land cover data, technical expertise from IUCN, availability of InVEST tools, and stakeholder openness to data-driven planning were critical. Strong collaboration with MAGA and INAB ensured integration with national monitoring systems.

Visualizing benefits helped communities understand ecosystem services and supported participatory planning. However, limited data granularity in some areas required triangulation with community knowledge. Interpreting models for local relevance and integrating traditional practices improved uptake.

Planning phase

Implementation

Subnational

Collaborative and participatory development

A collaborative and participatory approach is central to the development of training materials. To ensure relevance, practicability, and ownership, a task force is typically formed—comprising representatives from ministries, academia, fish farmers, value chain actors, and researchers. Iterative processes, validation workshops, and stakeholder consultations are employed to refine the materials and ensure they reflect local needs.

Training should address not only the 'how' but also the 'why'. By explaining the rationale behind specific practices—such as reducing environmental impacts or promoting food and nutrition security—farmers gain a deeper understanding and are empowered to make informed decisions that align with sustainability goals. This goes beyond simply following instructions; it fosters critical thinking and adaptive problem-solving.

To build resilient and thriving enterprises, training should also incorporate elements such as business education, innovations along the value chain, and the use of decentralized renewable energy technologies. These components enable fish farmers to enhance their financial literacy, respond to market and environmental challenges, and implement innovative solutions for increased productivity and sustainability.

If necessary, consultants can be incorporated to harmonise the outcomes and accelerate the process, but a variety of relevant stakeholders of the sector and value chain should always be involved in reviewing the content.

Materials should be closely aligned with the needs and priorities of local institutions and collaboratively integrated into national curricula and technical training colleges, ensuring both relevance and local ownership.

In India, the development of aquaculture training materials involved multiple workshops and participatory feedback from local fish farmers, government agencies, NGOs, and researchers. This collaborative process was vital in creating modular training sessions suited to the seasonal constraints of fish farming, particularly for women and small-scale farmers. The materials were continuously tested and revised to ensure their relevance, written in local languages, and tailored for field-based learning without the need for technology. This inclusive approach enabled farmers to take ownership of the training content and ensured its effectiveness in the long term.

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.

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)

FarmSentinel AI

NoArk Technologies

WildGuard AI

NoArk Technologies

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.

Planning phase

Entirety

National

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.

Documentation and dissemination of results

Review phase

Entirety

Global

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.