The bird list was supplemented through passive acoustic monitor

The bird list was supplemented through passive acoustic monitoring, and the effectiveness of the monitoring was confirmed. Compared with the ordinary line survey method, passive acoustic methods recognition is more effective. 60 species of birds were identified, belonging to 4 orders and 23 families. Among them, the identification results included 3 species of national second-class protected animals, namely the big noisy babbler, the orange winged noisy babbler, and the red billed sparrow. 

Using the vegan package in R language to draw the Species Accumulation Curve, as the monitoring days increase, the curve tends to flatten out around 50 days, indicating that the data can fully reflect the diversity of common birds in the protected area monitored by sound during that time period.(left Figure above ) 

 

Biodiversity Conservation Activities with the Participation of Islanders

Through the efforts of the government, local government, and local residents, the Amami Islands were designated as a NP in 2017. 
Subsequently, the extermination of non-native species such as mongoose and feral cat etc. became a challenge in maintaining the island's biodiversity in preparation for the registration as a World Natural Heritage site, and preserving the unique natural environment that forms the basis of the island's nature/environmental culture.  The mongoose, the biggest challenge of all, has been exterminated under the government's initiative and will be completely eliminated by 2024. Meanwhile, measures against feral cats and monitoring of non-native plants were carried out with the cooperation of Kagoshima University, the Ministry of the Environment, local governments, and local residents. In the case of feral cat countermeasures, precedents from overseas were introduced and considerations for owners in their daily lives were shared. In terms of invasive plant monitoring, continuous training sessions for local residents have been held to improve their capabilities and share the results.
 

Shared awareness of the crisis:

 Islanders, NGOs and municipalities were able to share an awareness of the problem and their respective roles of familiar feral cats and invasive alien plants as a threat to the natural environment, which is the basis of World Natural Heritage and environmental culture.

Community ownership:
It is important to share the challenge that invasive species are a local problem.


Sharing of results:
For continued efforts, it is necessary to maintain motivation through the sharing of results.
 

Trials

On-station trials

In a series of experiments conducted at the National Aquaculture Center in Domasi, the project team tested the trap for intermittent harvest with different baits in ponds (200 m2) stocked with different species (Coptodon Rendalli vs. Oreochromis Shiranus) at different densities (1 vs. 2 vs. 3 fish per sqm.). In addition, further tests were carried out to determine the time and intervals it takes to catch a certain amount of fish. As a control and for comparison, additional ponds were stocked with O. Shiranus and C. Rendalli fed with maize bran or pellets for single batch harvest to represent customary forms of rural aquaculture in Malawi.

On-farm trials

At the time when the trap was technically functional, households that wanted to test the trap under every day, real-life conditions were identified. Over three months, six households tested the trap and documented the catch.

Unlocking future impact: Funding and professional development

For many conservationists, including our participants, the knowledge to effectively use conservation technology is not enough without the funding to access the tools. Recognizing this barrier, we provide each participant with USD$500 in seed funding to support the implementation of their conservation solutions. Participants are required to propose and carry out projects, which have ranged from building predator-proof bomas and underwater camera traps to developing AI tools, mobile apps, and community-driven citizen science initiatives. Each participant is required to report on their project’s progress over the following year, fostering accountability and impact tracking.

To ensure long-term sustainability, we also deliver training in grant writing, proposal development, and funder engagement to equip participants with the skills needed to secure sustained future funding. Ongoing mentorship and support also continue beyond the initial training. Our team, along with a growing alumni network, provides guidance on grant applications, reference letters, and professional development opportunities. Many of the projects and collaborations initiated during the program have led to graduate study, published research, and conference presentations, reinforcing participants’ continued growth as conservation leaders. 

  • Support from donors who fund seed grants
  • Ongoing dedication and investment of trainers and mentors
  • Students are required to submit two updates and a financial report for their grant. Ensuring follow-up on these submissions requires dedicated effort and engagement from the core team 
  • Students have reported that being able to list the seed funding received through our program on their CVs has helped them secure additional funding opportunities in the future.
Focusing on hands-on engagement

Our technical training emphasizes experiential learning by giving participants direct, practical experience with conservation technologies. Whenever possible, students are encouraged to set up and deploy tools themselves in safe, low-pressure environments, creating space to experiment, make mistakes, and learn by doing. For instance, students may choose camera trap locations based on the classroom training module, then evaluate the effectiveness of their decisions by analyzing the resulting data. This process helps bridge theory and practice while building confidence in problem-solving and tool use.

In cases where participants cannot operate the tools directly, trainers and field practitioners from host institutions provide live demonstrations, such as tracking wildlife using GPS or operating drones, ensuring students still gain exposure to how these technologies function in real-world conservation settings.

  • Access to technology tools at host institution for practical use 
  • Opportunities for students to trial and test tools themselves
  • Experience instructors to provide guidance and support 
  • When paired with supporting background information, we have found these hands-on experiences to be more impactful than traditional lectures or merely observing technology in use 
  • Providing opportunities to engage with the entire lifecycle of a technology (e.g., from set up and deployment to data collection and analysis) better prepares students for using these technologies in their own projects
Strengthening early career potential

We select participants who are at the beginning stages of their careers, such as those who have completed their bachelor’s degrees and are entering the NGO or conservation workforce or embarking on higher education.The goal is to identify participants whose careers would benefit the most from the type and amount of training, funding, mentorship, and support we provide. Over the past two years, we’ve recruited at least one participant from a non-academic background who nevertheless possesses extensive on-the-ground experience. These individuals have thrived in the program, highlighting an opportunity to further cater to this audience in future iterations.

  • Strong networks with local academic institutions and regional NGOs help us attract a large pool of qualified applicants (~200 applications per year)
  • Tailored educational materials that align with the needs of early-career participants
  • Community of same-stage participants form strong and enduring connections 
  • Initially, we included participants at various career stages, but we found that older, more experienced individuals have different needs and require a distinct program tailored to their experience level
  • Our entry-level training materials were less useful for women with more experience in the field
Developing core adaptable training materials

To build technical capacity across diverse conservation contexts, we have created a modular portfolio of standardized training materials that teach foundational competencies in conservation technology. These materials are organized into themed modules, such as wildlife monitoring, wildlife protection, and human-wildlife conflict, and are designed to be flexible and adaptable based on regional needs.

In collaboration with local host institutions and regionally recruited trainers, we tailor the curriculum to align with local ecological conditions, institutional priorities, regulatory frameworks, and learning styles. For example, because drone use is permitted in Kenya but restricted in Tanzania, modules are adjusted accordingly to ensure all content is actionable within the participant's home context. This approach ensures the training is both locally relevant and practically applicable, maximizing its long-term impact.

Examples of our core training portfolio include:

  • Wildlife monitoring: Camera traps, biologgers, acoustic sensors, GPS tracking
  • Wildlife protection: SMART, EarthRanger, infrared cameras, radios, K9 units, drones
  • Human-wildlife conflict mitigation: Electric fencing, networked sensors, deterrent systems
  • Cross-cutting tools: GIS and remote sensing, artificial intelligence, and introductory coding and electronics
  • Core materials are developed by world leading conservation technology experts 
  • Multiple years of programming have allowed us to refine and improve our training materials
  • Annual participant feedback helps guide refinement of content and development of new topics 
  • Host institutions and local partners provide valuable input on the most relevant training needs
  • Educational systems vary significantly, even across countries in the same region. For example, certain types of trainings or activities - such as active learning approaches - may be more difficult for students from countries where education is centered on rote memorization. Understanding local learning preferences and adapting teaching methods accordingly can support deeper engagement. 
  • Certain technologies or methodologies, such as drones or cloud-based data storage, may be prohibited or prohibitively expensive in some regions. Partnering with local conservation technology experts ensures that we focus on accessible, actionable technologies for our participants.
  • Asking local trainers develop their own materials often exceeds their time and capacity 
  • Using standardized materials ensures consistency and reduces variability in the type and depth of content delivered. 
Identifying impactful mentors, trainers, and allies

Our standardized training curriculum is delivered by female experts (academics, practitioners, and government professionals) working in conservation and conservation technology within the local region. These women serve not only as instructors, but also mentors and collaborators. By centering local female role models, we help participants envision pathways for their own careers while strengthening their ties to regional research and conservation communities. We strive to foster an inclusive environment for honest dialogue around challenges of being a woman in conservation technology and encourage lasting mentorship relationships beyond the formal training period.

However, the gender gap we seek to address can make it difficult to identify and recruit female trainers in certain technical fields. In response, we have defined three distinct roles to broaden the support system for participants:

  • Mentors: Local female role models who lead sessions and provide ongoing mentorship.
  • Allies: Male trainers and facilitators who actively support our commitment to gender equity and inclusive training spaces.
  • Trainers: Members of the international organizing team who provide additional instruction and logistical support.

Together, these individuals play a critical role in delivering content, fostering participant growth, and modeling diverse forms of leadership across the conservation technology landscape.

  • Keen interest from female leaders to foster the next generation of conservationists, including willingness to engage honestly in vulnerable conversations and provide career advice
  • Growing interest from allies to support development of women in their field and organizations
  • Funding to support attendance and honorarium for high-quality mentors and allies  
  • We have established a code of conduct and set clear expectations up-front on how mentors and allies should engage with students during and after the program 
  • Mentors and allies with a background in training as well as expertise in conservation tech are preferred 
  • Wherever possible, we seek a combination of mid-career and established mentors, who can speak to participants about different stages of the conservation career journey 
  • Male allies need to be carefully selected to create a supportive, safe environment 
  • We maintain and cultivate female-only spaces at the workshop where male allies and trainers are not allowed
Verify

The village grazing committee and interested community members then come together at a Conservation Technology Center (CTC) for Rangeland Data Feedback Meetings facilitated jointly by an APW team member and the habitat monitors. While the dashboards are available on any mobile device, the CTCs allow for the community to convene for information sharing and participatory decision-making based on the data visually displayed on large screens. Oftentimes, the village grazing committee will review existing land use plans and verify their effectiveness with the data collected each month, adjusting pasture resource allocation accordingly. Finally, where the dashboards show rangeland degradation or proliferation of invasive species, the committee can use the data as justification to apply for financial support from APW for rangeland restoration interventions such as invasive species removal, reseeding, or soil erosion control projects. Through these data-informed, participatory mechanisms, community members play an active role in the stewardship and sustainable use of their natural resources. This model contributes to GBF Target 2 and 22 by empowering Indigenous Peoples and local communities to take leadership in habitat restoration, ensuring that their knowledge, rights, and participation are integral to conservation planning and implementation.

Trust and established relationships with the community are required for successful implementation. As with the previous steps, it is essential to work within existing cultural governance structures. While community members traditionally convene for collective decision-making, having a dedicated meeting space and equipment to analyze and visualize data enables evidence-based decision-making for natural resource management. 

While the establishment of CTCs was a big step forward, there is a need for further capacity building within communities to ensure village grazing committee members accurately interpret the data and understand how it can be used to inform resource management interventions. To address this need, a trained community data liaison will be embedded at each CTC, serving as a vital bridge between technology and traditional governance. By providing this liaison with robust training in data analytics, interpretation, and the operation and maintenance of CTC technology. This investment in local capacity is key to sustainability—enabling communities to independently utilize data for adaptive resource management, even in the absence of APW staff.

Monitoring and evaluation for evidence-based practice and sustainability

This building block emphasises community participation in monitoring, utilising citizen science and accessible data platforms to ensure local knowledge informs adaptive management and contributes to the long-term success of mangrove restoration.

Effective monitoring and evaluation is necessary for adaptive management and long-term success in mangrove restoration. In implementing CBEMR, Wetlands International developed a restoration plan with clearly defined goals and objectives aligned with measurable and relevant indicators.

To ensure accurate and consistent data collection, a variety of methods were employed, including surveys, field observations, remote sensing, and the use of the Mangrove Restoration Tracker Tool. This tool, integrated with the Global Mangrove Watch platform, provided a standardised framework for documenting and tracking restoration progress, facilitating learning and information exchange among practitioners. 

Strengthening the capacities of mangrove champions from Lamu and Tana counties through standardised CBEMR trainings and tools provided for the integration of citizen science initiatives in mangrove restoration monitoring.  

Creating platforms for community feedback and input such as the national and sub-national mangrove management committees ensures that local knowledge and perspectives are incorporated into adaptive management strategies. By using monitoring data to inform decision-making and adapt project strategies, restoration efforts such as those in Kitangani and Pate restoration sites have been continuously improved to maximise effectiveness and achieve long-term success.

In implementing the CBEMR approach in Kenya, we have learned the following: 

  • Adaptive management is key: Monitoring data has allowed for ongoing learning and adaptation of restoration strategies based on observed outcomes.
  • Community involvement is necessary: Engaging communities who interact with the ecosystem on a daily basis in monitoring restoration efforts strengthens ownership and ensures that local knowledge informs decision-making.
  • Data accessibility and transparency are essential: Sharing monitoring results with stakeholders promotes accountability and facilitates collaboration and cross-learning. 
  • Long-term monitoring is necessary: Tracking progress over time provides valuable insights into the long-term impacts of restoration efforts.