Biodiversity Impact Assessment Tool (BiA)

To enable automatic and instant biodiversity impact assessment enquiry, the BiA tool has been developed to facilitate enquiry services for land planners and other interested parties via Azure platform. The BiA tool works by overlaying the enquiry site or region (or existing construction projects) with multiple geographic layers including species distribution and protected area range to investigate if the site or region is within certain distance (e.g., 3 km, 5 km) from and may cause impact on endangered species habitat and/or protected areas. The assessment reports illustrate ecological and environmental risks of construction projects for decision-makers and could hopefully promotes them to take biodiversity into consideration.

 

A brief timeline of the BiA tool:

  • Apr-Jun 2020: team formation, requirement communication, system development plan
  • Jul-Sept 2020: tool development
  • Oct 2020: trial test, application and dissemination
  • (in preparation) Apr-Sept 2022: system upgrade
  • Years of data collection accumulation and constant thinking of data application approaches.
  • Theoretical & technical basis accumulated from long-term research and conservation practice.
  • Promotion of the BiA tool to its potential users, like governments, investors, and enterprise.
  • Keeping track of tool operation and user feedback to devise further upgrade of the tool.
  • Data application is the foremost step in the whole data workflow, where the data turns into valuable information for stakeholders. Effective data application reports should bear the audience in mind (e.g., being concise and focused).   
  • The complete of development and releasing is not the last step for a tool. Finding potential users and persuading them to use the tool is also very important. A tool has to be used to provide the most value.
Camera trap data management system

To accelerate camera trap data workflows, an online data management system along with app-based tools and AI image recognition is being developed supported by technical partners, which consists of:

  • Community-based camera trap monitoring assistant app: the app allows local monitors to automatically record the time and GPS location of camera trap setup/pickup, saving the cumbersome process of collecting data from local monitors and manual data entry. (blueprint: Jun 2019, development: Oct 2019-Feb 2020, trial and use: Mar-Oct 2020)
  • AI image recognition models: AI models help detect animals and identify species in camera trap photos, which greatly reduce the number of photos that need human identification and enhance data processing efficiency.
    • A series of AI models has been trained and/or tested with technical partners, including PU & PKU ResNet18 model (2018), MegaDetector (test only, 2020), MindSpore YOLOv3 model (2021).
  • Online data management platform: camera trap information collected via the app along with photos are upload to a structured cloud database. The data management platform not only supports species identification via AI and human, but also enables global data search and statistics reports. (blueprint: Apr-Aug 2021, development: Sept 2021-Jun 2022, trial and use: Jul 2022)
  • A systematic review of the current camera trap data workflow and translating into technical system development needs
  • Open-source and good-performing camera trap image AI recognition models
  • Cloud resources for AI computing, data storage, etc.
  • Rounds of trial use and feedback to fix bugs and improve the usability of the system
  • Rome was not built in a day. Due to time and resource constraints, we have to divide the system into different modules and develop modules step by step. We believe that each module itself can enhance one or more steps in our workflow and have benefited from modules before they are incorporated into the full system. Yet it is important to have a big-picture perspective in the beginning and make long-term plans for the final system integration.  
  • A system cannot be perfect from the start. When the app first came out and put into use in one community, it did not work as we expected and local monitors reported various types of bugs. We collected and analyzed the feedbacks to improve the UI-design and functionality of the app.
Publication of ouputs

In order to commit Research-Practice Teams in the Heritage Place Lab on a voluntary basis, it was necessary to establish the production of tangible outputs that would be useful for individuals, institutions and heritage places. The Heritage Place Lab proposed to develop and publish the research agendas resulting from the process, the publication of a special issue on the Journal of Cultural Heritage Management and Sustainable Development (Emerald) which is an important step for academics, and the production of Nature-Culture solutions to be published on PANORAMA. 

- WHLP runs the PANORAMA Nature-Culture Community;

- ICCROM, main implementing partner is itself a research institution and has in-house publishing;

- Partnership established with the Journal of Cultural Heritage Management and Sustainable Development (Emerald) for the development of the special issue.

The process of publishing outputs adds to the process of the online incubator workshops, so it is important to calculate the timing for both processes, as well as counting with resources for editorial work and follow-up. This needs to be established before starting the implementation.

Establishing partnerships between research institutions and management authorities

The World Heritage Leadership Programme (WHLP) released an open call for applications for Research-Practice Teams interested in working on World Heritage management issues collaboratively in the experimental Heritage Place Lab. The Research-Practice Teams had to be composed of a group of researchers (2-4), and a  group of site managers (2-4). The research group could include faculty members, post-doctoral and graduate students, based in one or more research institutions, covering cultural heritage and/or natural heritage fields. The group of site managers could include 2-4 members involved in the management of one World Heritage property, which could belong to one or more institutions (managing authorities, municipality, community among others), and who were part of the World Heritage site management system. The WHLP encouraged Research-Practice Teams to work cross-regionally and in multi and interdisciplinary groups, including considering gender and intergenerational balance as priorities. Research-Practice Teams had to commit to working together for the duration of the Heritage Place Lab pilot phase and its follow-up activities, (including in between the 6 incubator online workshops).

- Existing World Heritage research and practice networks, particularly those connected to the WHLP, including those of Advisory Bodies to the World Heritage Convention: UNESCO Chairs, Universities Fora, ICOMOS International Scientific Committees, IUCN Commissions and Specialists Groups, and initiatives, like the ICOMOS-IUCN Connecting Practice Project, and the World Heritage Site Managers Forum; 

- Interest in applied research by site managers and researchers;

- Interest of heritage practitioners to connect intersectorally and internationally.

In the process of calling and consultations with potential Research-Practice Teams it became evident that the commitment to such a project would require:

- Institutional support from the side of research institutions and management authorities;

- Potential financial support for ensuring the commitment of both groups in a Team;

- Produce special incentives for researchers beyond financial, such as scientific publications;

- Produce concrete results that would be useful for the management authorities, such as the development of a research agenda that could be used in conjunction with management plans.

 

Habitat Creation

The initial attempt at creating a PVC-lined pond failed because of the lack of aeration and/or filtration and concomittent volume of cottonwood leaves that fell into the stagnant pond in the fall.  Once power was brought to the site, concrete ponds with redundant aeration and filtration systems were added.

The pond upgrades were financed with funds from the Springs Preserve and Southern Nevada Water Authority budgets.

Contruction and engineering design plans were critical to obtaining the necessary permits from the City of Las Vegas. Working with a pond design expert resulted in relatively low maintenance, redundant, and passive aeration and filtration systems with biological and mechanical components.

Partnership Across Sectors

When it was announced that the Galo tract would be developed into a residential area it concerned parties from multiple sectors. Conservationists and bat scientists saw this plan as creating a human-wildlife conflict where there was not one previously, presenting threats to the health and wellbeing of both nature and the human populations. Local government, in particular City Council member Ron Nirenberg, had expressed concerns about the plan mainly focused on the nearby aquifer and the region’s drinking water. To fully assess the major trade-offs of the residential development plan, local government took the step of unifying diverse partners and their cross-cutting interests. By finding common ground in the end goal of preserving the area surrounding the Bracken Bat Cave, stakeholders from diverse sectors were able to transform their individual concerns into a large-scale mutual interest.

Though the group of stakeholders that came together to purchase the Galo tract, including groups with previously conflicting interests, had separate motivations, their openness to collaboration allowed them to find common ground. By recognizing their mutual interest and identifying where their concerns intersected a partnership was developed and a shared goal was achieved.

All stakeholders involved in this project had their own individual concerns with the residential development planned for the area surrounding the Bracken Bat Cave. While each issue, including but not limited to water safety, wildlife conservation, and human health risks, was troubling in and of itself, no lone stakeholder could create a strong enough case to prevent the development from moving forward. The local government recognized the value in collaboration and created a space for previously siloed sectors to come together. By developing partnerships where there were previously gaps, particularly between the environmental and human health sectors, the larger solution of purchasing the land and creating a preservation was made possible.

Innovative solutions to air pollution

Co-created transdisciplinary approaches using methods such as interviews, storytelling, participatory mapping, theatre, playful activities and music can contribute to air pollution awareness and solutions to improved air quality. This approach accounts for local knowledge, cultural practices and priorities of the intended recipients of interventions, thereby making these interventions and respective air pollution abatement policies more effective and inclusive.  

  • Use of a mixture of qualitative, participatory and creative approaches to engage with a wide range of stakeholders can lead to an improved understanding of air pollution (and its effects on human and ecosystem health) and appropriateness of respective solutions
  • Communication between affected communities and policymakers at equal and appreciative level 
  • Contrasting definitions of air pollution
  • Unexpected solutions to the problem
  • Differing perceptions of who was responsible for enacting solutions
  • Overall view that air pollution cannot be seen in isolation from other socio-environmental issues faced by settlement residents
Recognize and Evaluate Phenological phenomena

Establish a professional platform for meteorological research and phenological phenomena forecasting, combined with a real-time image capturing and recognizing system.

  • Study on the conditions for the formation of phenomena, establish the in-time analysis system for clarifying and establishing a statistic model for forecasting.
  • Meteorological equipment recognizes and forecasts the appearance of the phenomenon, then professional monitoring equipment captures, records, and broadcasts real-time images of the landscape.
  • With long-term data analysis, we established the platform, improving its accuracy with daily machine learning, classifying different phenomena from their feature in appearance, and providing progressing forecasts.

For echoing the challenge of climate change, the monitors of Mount Lushan used meteorological monitoring equipment combined with high-definition images to monitor the landscape of phenological phenomena and proved that the frequency and scale of its occurrence are correspondingly stable now, with the accuracy of approximately 60% to 80%.

Development of diversified livelihoods

EGI conducted a rapid assessment on diversified livelihoods to find out what were local communities already doing.

Bee keeping came out as a common income generating activity, driven by a high demand in honey products. The households’ income has increased through the sale of honey and derived products, such as medicine, bee venom, propolis, wine, cosmetics. This is now cushioning them against climate change impact such as prolonged droughts and floods that have negative impacts on agriculture, hence able to sustain income and their livelihoods which is thus addressing the key drivers of poaching.

Another sector of intervention was agriculture. Local communities were trained to improve the resistance of their crops to climate change.

Community champions took a leadership role in exchanging with their larger community. They also co-drafted their bylaws with EGI, during community meetings, that mandate people not to trade in any act of poaching, trade-in species or products, illegal entry into the Protected Area. These were the first local regulations ever in the area.

 

 

 

  • Identifying and using community champions model is an effective tool and method for engaging communities to diversify their livelihoods, increase acceptability of the project and attract communities to embrace conservation efforts. This enables rapid adoption of the alternatives livelihoods options.

 

  • Partnerships with the key stakeholders including UWA and district environment and forest officers is very critical for EGI to continue engaging with the communities during the COVID 19 crisis.

 

  • Managing wildlife conflicts and threats like poaching require more community involvement and participation in planning, implementation and designing the end goal, it increases ownership and sharpens effective strategies.

 

  • Conducting community needs assessment to determine the approaches that work with different communities is key to applying tailor made interventions.

 

  • Responding to a conservation crisis requires careful understanding of community needs and using them to model immediate and long term interventions that increase the attachment communities have on wildlife.
Management and protection of the wild breeding population

Captive reared birds tend to use the same type of nest in which they were raised. Based on this theory, nest boxes were installed along cliffs and a working quarry adjacent to the release site. Ronez, the quarry owners, paid for a UK expert to visit Jersey to help plan, design, and install the boxes.

 

The first nests, in 2015, were inside quarry buildings, not the boxes. Boxes began to be used as competition for nest sites increased. When two nests failed due to being built on dangerous machinery, staff installed boxes and successfully encouraged the pairs to nest in them, allowing quarry staff to continue operations.

 

Nesting activity is closely monitored allowing staff to estimate incubation, hatch, and fledge dates based on pair behavior at the supplemental feed and/or from direct nest observations. Chicks are ringed and DNA sexed in the nest where feasible. Alternatively, fledged chicks that visit the supplemental feed site can be trapped in the aviary when called for food, ringed, and immediately released. This option was used in 2020 and 2021 when COVID-19 prevented access to the quarry.

 

The recently revised Jersey wildlife law gives full protection to chough nests. Staff are now working to increase public awareness and offer nest boxes as mitigation when choughs nest on private property.

  • Bringing in outside expertise
  • Developing a strong stakeholder relationship - Ronez appointed a liaison officer who works with Durrell to access, monitor, and protect nest sites.
  • An enthusiastic team willing to go above and beyond for the species.
  • Accessible nest sites with an alternative option for ringing juveniles/adults, i.e. the aviary at the supplemental feed site.
  • A supportive public equipped with species knowledge, the means to report sightings, and are respectful of the wildlife laws.
  • Public awareness and support have resulted in additional invaluable data about dispersal, roost and nest-site selection, and habitat use. In 2021, a new roost site was discovered at an equestrian yard when the owner contacted the project officer questioning the presence of an ‘unusual crow’. A single female chough was identified roosting in the stables with a visiting pair attempting to nest nearby. Despite this, an evaluation of the reintroduction in 2019 identified an overall lack of public awareness. As the reintroduced population grows and new territories form away from the protected release site it will become increasingly important to have an informed and engaged public supporting the conservation management.

 

  • Staffing has been very limited and restrictive. There is no dedicated marketing or educational outreach team. During the breeding season, monitoring multiple sites is only possible if there is a student placement assisting the project officer.