3.2.2. Cluster analysis
According to the six colored groups of keywords, six thematic categories were created to analyze the articles per Cluster, based on each group's set of keywords. The thematic categories of the clusters must be related to the keywords used for the referenced terms. The clusters are displayed in
Table A3 in the Appendix, and the number of articles per Cluster is associated with the density of keywords that the VOSviewer Map highlighted on the second round.
Red Cluster - "Cultural Ecosystem Services, Participatory Mapping and Recreation” being a group of 87 articles
Green Cluster - “Ecosystem services, marine biodiversity and MUCH“as a group of 49 articles.
Blue cluster - “Fisheries, food security, conflicts over fisheries and MUCH” thematic cluster created by 61 articles.
Yellow Cluster - "MUCH legislative and institutional framework and sustainable development “as a group of 55 articles.
Purple Cluster - "Coastal Communities, climate change and sustainable development“, thematic cluster created by 53 articles.
Light Blue Cluster - “Cultural values, indigenous traditional knowledge, PPGIS”, thematic cluster created by 35 articles.
Follows an extensive analysis per cluster based on the selected reviewed articles:
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1.
Red Cluster - "Cultural Ecosystem Services, Participatory Mapping and Recreation”
This cluster explores the multifaceted dimensions of CES in MSP, highlighting their benefits, challenges, and pivotal role in fostering sustainable coastal and marine management. As already noted, CES are the non-material benefits people receive from the ecosystems. These services foster the sense of cultural identity by connecting people to their coastal/marine heritage. Cultural sites, historic landmarks, and traditional knowledge allow both local people and visitors/tourists to engage with the unique history and cultural inheritance of coastal communities. Cultural ecosystem services (CES), specifically recreation and tourism, play an increasingly vital role in MSP. Coastal and marine environments offer a series of recreational opportunities and cultural experiences, attracting diverse stakeholders, including tourists and local communities.
According to the literature, intangible cultural values have a significant role to play in conservation and planning related decision-making [
21] and non-monetary values are usually associated with wildlife, places for recreation and heritage sites. Recreation is a vital CES related to the sense of place and can foster culture, identity, and well-being. Coastal and marine recreation activities, such as swimming, boating, and wildlife watching can enhance the cultural identity of coastal communities [
22,
23,
24]. All these activities have also an environmental education value. There are mentions in the literature, that communities greatly value several locations due to the provision of a series of CES, including either scenic qualities and outdoor recreational opportunities, or nature/biodiversity and intrinsic values, or those providing therapeutic health benefits and social relations prospects [
25]. The role of recreation in MSP extends to fostering sustainable tourism. The tourism industry, closely interwoven to recreation, depends on coastal and marine environments. Participatory mapping can help identify ecotourism opportunities, minimize conflicts with other uses, and preserve natural and cultural assets [
26]. In the literature, strategies for balancing recreational activities with conservation goals are discussed, as far as they are fostering visitor experiences, and minimizing negative impacts on vulnerable coastal environments [
27].
Hence, MSP increasingly acknowledges CES, emphasizing their role in enhancing human well-being and community resilience [
28]. Integrating CES into planning processes enhances human well-being and community resilience and promotes sustainable management of the sea and the coasts.
Furthermore, the literature makes frequent mentions to participatory mapping as a community-based mapping, using Geographic Information Systems (GIS) [
29]. The participatory approach is a dynamic method to engage stakeholders in managing MSP and MUCH. Mixed-method applications of participatory mapping are used in MSP and MUCH contexts, examining its methodologies, benefits, challenges, and contributions to sustainable marine governance and cultural preservation. More specifically, the participatory mapping of CES, including recreational opportunities offers a valuable tool for stakeholders, policymakers, and researchers to collaboratively design MSP that balances economic activities with cultural values and environmental conservation. This was also the case of the ecosystem services mapping for the Maritime Spatial Plan for Internal Waters, Territorial Waters and Economic Exclusive Zone of the Republic of Latvia. [
30].
As already mentioned in the Introduction, Blake et al. [
10] are using a mixed method to produce spatial data about cultural coastal values and their spatial dynamics in MSP. Interestingly, areas of high cultural coastal value were defined, across four relevant categories to the Falkland Islands, as eligible hotspots for integration into the decision-making process. In this way, areas of high cultural values are better protected, and a holistic approach is achieved through the MSP framework.
CES, particularly recreation and tourism, are integral to MSP—their incorporation into MSP fosters economic and natural capital as well as cultural preservation. However, cautious management is required to alleviate challenges such as over-tourism and development of grey infrastructure. The successful integration of CES into MSP represents an opportunity to create a more sustainable and inclusive approach to coastal and marine management, ensuring the well-being of ecosystems and communities for the present and the future generations. A voluminous part of the selected articles, is dealing with CES, stimulating interdisciplinary approaches Fish [
31].
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2.
Green Cluster – “Ecosystem services, marine biodiversity and MUCH”
The Green Cluster supports the idea that the relationship between maritime/underwater Cultural Heritage (MUCH), ecosystem services and marine biodiversity, is a dynamic and complex process, with implications for environmental sustainability, economic and social well-being, and cultural preservation. The analysis of this relationship explores how these elements intersect in maritime regions, highlighting their significance and potential challenges. All the articles included in the Green Cluster demonstrate the multifaceted nature of marine biodiversity, emphasizing the need for conservation and responsible management of marine ecosystems to ensure their long-term sustainability.
Marine biodiversity is the rich variety of life in oceans and seas, encompassing everything from microscopic plankton to massive whales. Biodiversity is crucial for ecosystem resilience, stability, and productivity and supports the delivery of various ecosystem services. For instance, healthy marine ecosystems with diverse species populations contribute to fisheries, coastal protection, and carbon sequestration [
32]. Additionally, UCH sites, like shipwrecks, can serve as artificial reefs, enhancing marine biodiversity [
33,
34] by offering habitats for various species. Marine biodiversity and the ecosystem services this is providing, are certainly threatened by activities such as overfishing, pollution, and climate change [
35,
36]. However, well established and managed MPAs can help safeguard these marine assets. Moreover, preservation of MUCH often co-existing with natural heritage, brings historical value and can contribute to tourism revenue and the local economy [
37].
On the other hand, the literature puts emphasis on resolving conflicts, i.e over fisheries to safeguard food security and cultural heritage. Mediation and cooperation between competing groups can ensure equitable access to resources, while preserving traditional practices. Engaging local communities in fisheries management and heritage preservation is crucial. Their intimate knowledge of the sea and its traditions can inform sustainable practices and safeguard cultural heritage.
In this cluster, it is noteworthy to mention the recent work of Azevedo et al. [
38] focused on the impact of the 2019 Brazilian oil spill disaster on coastal CES that severely affected marine biodiversity. They underline the importance of safeguarding coastal ecosystems. Schuyler et al. in 2022 [
39] studied plastic pollution in Australian cities, highlighting its environmental impact on marine biodiversity.
On the other hand, the literature [
32] assesses the incorporation of local nature-based cultural values into biodiversity conservation strategies. The articles highlight the cultural importance of biodiversity for local communities [
40]. studying the socio-cultural value of fish and fisheries, with several focuses (e.g the Baltic salmon). In general, emphasis is put on the socio-cultural dimensions of marine biodiversity conservation. Finally, marine zoning is presented as a tool to manage marine areas so as to preserve biodiversity and ecosystem services. An example is the case of British Columbia, Canada [
41].
Summing up, marine biodiversity is supporting coastal communities, by providing a series of ecosystem services and providing socio-cultural values.
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3.
Blue cluster – “Fisheries, food security, conflicts over fisheries and MUCH”
The intricate interplay between fisheries, food security, conflicts over fisheries, and MUCH creates a rich global web of challenges and opportunities in coastal regions. This Cluster explores the multidimensional dynamics of these elements, recognizing their significant impact on coastal communities and their maritime history.
First, come the linkages between fisheries and the cultural identity and local traditions. For many communities, fishing is more than a source of livelihood; it is also a way of life that inspires a series of cultural expressions (incl. danse, music, songs etc.) closely linked with the marine ecosystems. Fishing traditions are often passed down from generation to generation and contribute to community identity and social cohesion.
Interestingly, fisheries play an important role in providing CES [
42]. For example, recreational fishing is a popular leisure activity for people, providing an important income stream for coastal communities. Fisheries can be also important for global food security being essential in ensuring that people have access to nutritive food as well as a significant source of protein [
43]. Sustainable fisheries management is essential to maintain fish stocks, ensuring a consistent food supply and livelihoods for these communities [
44].
In coastal communities traditional fishing methods, traditional boat-building techniques, and cultural practices interwoven with the sea are a deep-rooted maritime cultural heritage that provides a sense of identity and continuity for these communities and is a source of ocean literacy.
Conflicts over fisheries can disrupt and even threaten this maritime cultural heritage. Displaced or distressed communities may leave their traditional practices in the face of resource rarity or displacement due to conflicts. Follows the extinction of cultural knowledge and experience passed down through generations [
45].
Moreover, climate change is a serious threat to MUCH sites. On the coasts, erosion and inundation may damage or immerse historical structures, shipwrecks, and cultural artifacts, effacing valuable connections to the past. The impacts of climate change, i.e. high temperatures and acidity of the marine environment, can greatly increase the vulnerability of certain types of UCH (e.g., WWI and WWII vessels). This is the case of the Mediterranean, perceived as a highly exposed area to climate change impacts [
9,
46]. In the Baltic Sea, along with the biological degradation of wooden wrecks that occurs naturally, a specific example of a climate change related hazard can be observed [
9]. Marine borers such as ship-worm, incite an acceleration of the deprivation process. As mentioned by UNESCO, good preservation of the wrecks due to the low salinity and temperature of the water and the lack of marine borers may be reversed due to the spread of marine borers, following the increase of water temperature, that brings the species to the region.
An idea for climate-smart MSP is the combination of Maritime Spatial Planning (MSP) and Climate Adaptation Planning (CAP) knowledge framework development into a single planning approach. The efficacy of this theory is empirically deployed in the Gulf of Trieste case study, located in the northern Adriatic Basin [
47].
Cultural values are essential in fisheries and MSP. MSPlans should consider cultural values when deciding how to manage marine resources. [
48] focusing on the Torres Strait, Australia, study the integration of Traditional Ecological Knowledge (TEK) within fisheries management. By acknowledging the cultural significance of species such as turtles and dugongs and integrating TEK into management strategies, the research highlights the importance of considering local communities and their values in managing marine resources. This kind of knowledge should in most of the cases, be incorporated into the MSP process [
49]. Said and Trouillet [
50] consider the “deep knowledge” of fishers themselves on issues such as the social and cultural aspects of their activities, more credible than the quantitative and bioeconomic data on fisheries. They claim that MSP usually relies on the formal data sources, leading to mapping results and planning alternatives that do not essentially demonstrate the real interests of the fishers themselves. The authors opt for a more participatory approach to mapping and planning, incorporating usually ignored kinds of knowledge and information, which also suggests a less formal production of knowledge.
In 2019, Chakraborty & Gasparatos [
51] focus on the role of community values and traditional knowledge in managing coastal ecosystem services in the Satoumi seascape of Himeshima Island, Japan. Conejo-Watt et al. [
52,
53] research explores the perspectives of inshore fishers in U.K, regarding the obstacles they face in diversifying into aquaculture. Fishers' viewpoints are providing insights about challenges and opportunities related to fisheries diversification, highlighting the need for policies and support systems that align with the interests and needs of coastal communities. Cumberbatch & Hinds [
54] investigate Barbadian bio-cultural heritage, focusing on the flying fish. They explore the cultural, ecological, and economic significance of flying fish in Barbadian communities. Depellegrin, D. et al. in 2020 [
55] using the small Lithuanian sea space as a case study provide insights into the sustainable management of small marine areas by quantifying ecosystem services and identifying threats. Durán, R., Farizo, B. A., & Vázquez, M. X. (2015) [
56] investigates the conservation of maritime cultural heritage in a European Atlantic Region. Using a discrete choice experiment, it explores the public's preferences and values concerning maritime heritage conservation, offering insights into cultural and heritage preservation efforts. Eckert et al. (2018) [
57]. This study focuses on the yellow eye rockfish and extends historical baselines using Indigenous knowledge. By integrating traditional knowledge with scientific data, the research provides a more comprehensive understanding of historical ecosystem conditions, aiding conservation and fisheries management. Ernoul, L. et al. [
58] explore the role of social values in landscape planning for a flagship species. Using several case studies, the research highlights the importance of considering cultural and ethical values when designing conservation strategies for flagship species, ultimately leading to improved conservation outcomes. Galappaththi et al. [
59] focus on the intersectional character of social well-being and gender relations in dried fish value chains. By examining gender dynamics and social well-being in the context of dried fish production, the research emphasizes the need for gender-inclusive policies and sustainable practices in fisheries.
Gómez et al. [
45] focus on conflicts between recreational fisheries and other maritime uses in Mediterranean MPAs. By considering cultural heritage and environmental ethical values, the research highlights the challenges of balancing different marine activities in protected areas and the importance of integrated governance models. Kyvelou & Ierapetritis [
60,
61] reverse the conflictual reasoning (and paradigm) and suggest a harmonious co-existence of fisheries with other marine uses (such as tourism and nature conservation) in a soft multi-use (MU) setting. They also assess the potential of the multi-use fisheries-tourism-nature conservation that is within or close to MPAs. Resolving conflicts over fisheries and promoting synergies is essential to safeguarding food security and cultural heritage. Another kind of soft multi-use identified in the literature is the ‘soft’ MU that combines tourism, underwater cultural Heritage (UCH) and nature conservation [
62].
To ensure equitable resource access while preserving traditional practices, mediation and cooperation between conflicting groups is needed. Besides, engaging local communities in both fisheries management and heritage preservation is crucial. Their intimate knowledge of the sea and its traditions can inform sustainable practices and safeguard cultural heritage.
Another vital aspect is international cooperation since many fisheries and cultural heritage sites have a transboundary dimension [
63]. Countries should collaborate on fisheries management, heritage protection, and climate adaptation strategies to ensure coastal communities' well-being and preserve their heritage.
In conclusion, the complex web of fisheries, food security, conflicts, and maritime cultural heritage underscores coastal communities' complex challenges [
64]. Sustainable solutions that consider both the ecological and cultural aspects of these regions are essential for maintaining the well-being of these communities and preserving their unique maritime heritage for future generations.
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4.
Yellow Cluster - "MUCH legislative and institutional framework and sustainable development"
The preservation and management of Maritime/Underwater Cultural Heritage (MUCH) is a unique challenge, as they involve submerged archaeological sites and artifacts that bear historical, cultural, and scientific significance. This cluster analyzes the legislative and institutional frameworks governing the protection of MUCH. It also assesses their contribution to sustainable development goals, emphasizing the need for a balanced approach that safeguards these invaluable resources while promoting economic, educational, and cultural benefits.
For example, the legal framework for the protection of MUCH in the United States is based on a combination of federal laws and regulations, as well as state-level laws where applicable. The “Abandoned Shipwreck Act” (ASA) was enacted in 1987 that provides ownership of abandoned shipwrecks to the States governments. ASA protects abandoned shipwrecks from illegal disturbance, looting, and exploitation for commercial purposes. The ASA generally allows public access to abandoned shipwrecks for recreational diving and educational purposes. The act is primarily addressing shipwrecks but may indirectly protect other UCH sites associated with them.
In 2022, Andreou et al. [
65] explore extensive data integration in maritime archaeology, highlighting examples in the Middle East and North Africa regions. The article emphasizes the potential of advanced technologies and data analysis in uncovering submerged historical sites and underpins the unique challenges posed by these regions. Argyropoulos [
46] delves into the sustainability aspect of managing UCH particularly in the Mediterranean whilst Bashirova et al. [
66] discuss the importance of engaging communities and stakeholders in preserving this kind of heritage. examines the legal status of MCH and its management in the Russian Sectors of the Baltic Sea focusing on the legal framework for managing MCH and offering insights into the situation of the above areas.
These articles provide a comprehensive overview of the challenges and prospects associated with UCH. They touch upon various aspects, from data utilization and sustainability to legal frameworks and regional considerations. The studies collectively emphasize the importance of preserving and managing this cultural heritage for future generations while addressing the complexities and hurdles involved in these efforts. Moreover, the papers underscore the significance of international cooperation and adherence to conventions [
67], like the 2001 UNESCO "Convention on the Protection of the Underwater Cultural Heritage" [
68] highlight the importance of engaging local communities and integrating UCH into MSP from the interdisciplinary and holistic approach, necessary for safeguarding these valuable resources.
During the study of the articles of this cluster, we defined an interest in the Chinese perspective. These articles contribute to understanding UCH in China from different angles, including regulation, impact assessments, legislation, state-led approaches, and geopolitical considerations in the South China Sea.
Recently, Li & Chang [
69] discuss China's recent efforts in regulating and protecting UCH in line with the "Convention on the Protection of Underwater Cultural Heritage 2001" [
70]. It likely examines the specific regulations, policies, and initiatives that China has implemented to safeguard its underwater cultural heritage. Lin (2019) [
71] focuses on the challenges and issues of conducting impact assessments for UCH in China. The authors may delve into the practical difficulties and concerns associated with preserving and assessing the impact on UCH sites. Lin (2023) [
72] analyzes the Chinese legislation regarding protecting UCH within the context of MSP. It may explore the legal framework, implementation challenges, and the intersection of cultural heritage protection with marine planning in China.
In 2016, Lu & Zhou [
73] examine China's state-led approach to protecting UCH. It may cover the practical aspects of this model, the challenges faced, and potential solutions for addressing these challenges. Zhong (2020) [
74] discusses the significance of UCH in the disputed South China Sea context. It might explore how this heritage is affected by territorial disputes and the broader geopolitical implications.
In summary, these articles collectively provide a broad perspective on the challenges and conservation of UCH, emphasizing the need for continued research, international collaboration, and sustainable practices in managing this unique aspect of our historical heritage. Understanding these challenges is essential for responsibly preserving and exploring our submerged cultural past.
Furthermore, effective governance is essential for balancing the protection of these invaluable historical resources with the promotion of SDGs, including cultural preservation, economic benefits, education, and environmental conservation. As global awareness on the significance of MUCH continues to grow, it is crucial to enhance international cooperation, strengthen national legal frameworks, and foster collaborative partnerships to ensure the sustainable management of this unique cultural heritage for future generations. This is at the heart of sustainable development.
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5.
Purple Cluster - "Coastal Communities, climate change, sustainable development and cultural values"
The above key topics met in the fifth Cluster, considered together with MSP or marine management constitute a complex, interconnected web of challenges and opportunities. Recent research carried out by Strand et al. (2023) [
75] found that coastal communities are sensitive to climate change impacts like rising of sea levels, coastal erosion, intensified storms and other changes in marine ecosystems. All these phenomena pose imminent risks to these populations. These impacts can have significant consequences for coastal communities, including economic losses, displacement, and destruction to cultural heritage.
For making coastal communities adapt to climate change and build the necessary resilience, Lau et al. (2019) [
76] conclude that sustainable development is essential. Sustainable development can increase the resilience of coastal communities to climate change impacts and can also assist more resilient economies and livelihoods. In their turn, Ounanian et al. (2021) [
77,
78] argue that MSP can be a powerful tool for supporting sustainable development in coastal communities. This kind of holistic and place-based planning can ensure that coastal resources are used in a sustainable way, and can also mitigate conflicts between different users of the sea.
Clarke et al. (2021) [
78,
80] found that cultural values are an essential consideration in MSP, as they can significantly impact the well-being of coastal communities because the context of cultural values includes traditional knowledge and practices, spiritual beliefs, and recreational and aesthetic values. Holly et al. (2022) [
81] argue that MSP can protect traditional fishing grounds, promote sustainable tourism, and protect sacred sites. These can consider measures that support sustainable development in coastal communities and protect their cultural values.
Malinauskaite et al. (2021) [
82] found that MSP can effectively address climate change impacts in coastal communities. This study concluded that MSP can help mitigate coastal erosion. Escamilla-Pérez et al. (2021) [
83] argued that MSP can be used to build resilience in coastal communities, helping communities to adapt to climate change impacts and increase their resilience to climate change.
Overall, these articles suggest that MSP is a promising tool for supporting sustainable development and protecting cultural values in coastal communities. However, it is essential to note that MSP should be conducted in a participatory manner, with the full involvement of coastal communities.
Coastal communities worldwide face an increasing threat from climate change. In many cases, these communities are also economically reliant on sectors like fisheries and tourism, making them more vulnerable to environmental changes. Community engagement and local knowledge are also essential aspects of this equation. Coastal citizens often have valuable traditional knowledge about their environment and involving them in MSP and marine management decision-making processes enhances the success and sustainability of these initiatives.
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6.
Light Blue – “Cultural values, indigenous traditional knowledge, PPGIS”
Coastal indigenous communities possess deep-rooted cultural values, intricately tied to the sea, substantially influencing their relationship with marine ecosystems and resources. In the MSP context, integrating cultural values and indigenous traditional knowledge, often through participatory methods - such as through the use of Public Participation Geographic Information Systems (PPGIS)- is an innovative approach to marine and coastal management.
Marine planning has increasingly focused on CES (instead of the full scope of cultural values), as these are more commonly found in coastal zones [
84], even though they remain poorly known and ultimately of limited use in planning processes (Kobryn et al., 2017) [
6]. The main reason for this, is the difficulty of assessing and integrating them into scientific assessments (Bark et al., 2015) [
85]. Nevertheless, researchers have occasionally tried to highlight them and assess their economic impact [
9,
86]. The particular interest of MSP in CES lies in the fact that the latter enrich management systems with traditional knowledge, information, local values, practices for using available resources, and enhance the involvement of indigenous communities.
Contemporary research has shown that MSP often applies interdisciplinary approaches and practices to the use of available resources, extracting knowledge and information from oral traditions and local cultural values of indigenous peoples [
85,
86,
87,
88,
89,
90,
91]. These practices are linked to mechanisms such as flexible user rights and land tenure, adaptations for the generation, accumulation and transmission of ecological knowledge, institutional dynamics, mechanisms for cultural internalization of traditional practices and associated worldviews and cultural values that contribute to both increased community solidarity, community engagement and voluntary compliance, providing proper 'rules' for marine and coastal ecosystem management [
92,
93]. Lavoie et al. mention indigenous women's substantial contribution to preserving cultural values and the cross-generational transfer of traditional knowledge and practices linked with the exploitation of natural resources [
94].
It has been validated that an appropriate and profound understanding of CES and their on-site mapping fosters local community trust and involves local people more effectively and representatively in spatial planning processes [
95,
96,
97]. This is because their protection and development become the highest priority of indigenous communities [
98]. The participation of local people is essential in planning and decision-making processes on issues related to the use and protection of the marine environment [
88,
90,
96,
99]. The exclusion of the local population from these processes jeopardizes the local community's trust, which is a prerequisite for an efficient implementation [
97].
The value and the necessity of a more systematic involvement of the local community in the ecosystem management of the marine and coastal areas through public participatory processes and practices, integrating cultural values and cultural ecosystem services as critical parameters, is highlighted by a series of recent articles [
100].
Ramma et al. and Vierros [
101,
102] introduce the integration of cartographic visualization of local cultural values to engage indigenous people in more effective coastal and marine planning. Herbst et al. [
103] organize participatory workshops exploring the views of five local groups of marine user groups (marine transport, tourism and recreation, shipping, mining, and fishing) to highlight ecosystem management priorities for Brazil's subtropical marine and coastal ecosystems. Bark et al. [
85] who reach out through participatory processes to the Aboriginal community of Brewarrina, Australia, demonstrate culture's symbolic and strategic value to represent and engage local and minority populations in marine spatial planning processes. Diggon et al. [
104] present the Marine Plan Partnership (MaPP) as an example of collaborative marine planning by local and national governments aimed at protecting ecological and cultural values, while supporting sustainable economic activities in British Columbia, Canada.
Modern technologies public participation GIS (PPGIS) have recently been used to enrich information regarding CES. At the same time, strengthening the participatory processes, significantly increases the representation of the local population, thus enhancing the prospects of a successful planning in the coastal and marine areas. Kobryn et al. [
6] argue that participatory mapping methods provide a means of identifying and assessing cultural ecosystem values and services. The use of PPGIS to collect spatially explicit information on the relationship of existing CES and the administrative, demographic, and physical features of large and remote coastal areas is necessary, especially when other widespread methods (interviews, workshops, etc.) are not feasible, and stakeholder interests are dispersed [
6]. Typical examples are also the work of Brown and Hausner who using PPGIS applications, conclude that CES are more abundant in coastal zones [
84].
Incorporating indigenous traditional knowledge into MSP through PPGIS acknowledges the wisdom held by these communities and facilitates the creation of spatially informed plans that echo their cultural beliefs. By engaging indigenous stakeholders in participatory mapping exercises and decision-making processes, MSP can embrace a holistic approach that harmonizes ecological conservation, traditional practices, and local values, leading to more sustainable and culturally sensitive coastal and marine management strategies.