How social changes affect community robustness more than resource depletion
Understanding human- environmental interactions and feedbacks is a key challenge in today fast pacing world where climate is dramatically changing and profound socio-economic transformations are ongoing. While these changes affect the humankind, they have more severe effects on those communities that combine market-based activities with subsistence activities (i.e. hunting, fishing, and gathering). These communities are characterized by strong human-environment interdependencies (i.e., social-ecological networks) which play a key role in improving food security and health, as well as in increase group cohesion. These distinctive characteristics augment the flexibility in resource access via redistribution, especially in times of scarcity and change.
However, characterizing and analyzing social-ecological network is not an easy task. The lack of data and methodological tools has slowed down our understanding of these networks and how they affect community robustness in face of change.
Recent methodological advances, grounded on multilayer network science, allow for a better representation of empirical networks, from biological to socio-technical systems, including social-ecological networks. This novel mathematical framework accounts for the multiple types of interactions (or relationships) among real-world entities, such as humans and species. Each distinct set of relationships is encoded by a “layer” and represented as a network. The set of all layers provides a multilayer network representation of the intricate web of interdependencies that exist within and between the social and the ecological domain.
Our research capitalizes on these methodological advances and high quality data – collected in three different northern Alaska villages characterized by mixed subsistence-cash economy – to assess the robustness of social-ecological networks to future plausible scenarios. For example, is community connectedness affected by climatic changes affecting influencing species abundance and distribution? How is community connectedness affected by shifts in cultural practices related to sharing and cooperation due to increased access to the job market or due to migration of key households and natural demographic changes?
To answer these questions, we build three different multilayer networks in which each node represents a household and edges represent specific social relation paired with specific species. More precisely, household can cooperate, share or contribute food and non-food resources to other households. Cooperation, sharing or contributions can be limited to specific species (i.e. whaling, caribou, salmon, moose etc.) or encompass multiple species. Each unique combination of social relation and resource (represents a layer of the multilayer network: cooperatively hunting caribou, sharing caribou, sharing moose are all different layers of a community’s multilayer network. The resulting network representation is weighted by the intensity of such interactions and accounts for non-reciprocal relationships. In fact, the data encode the actual flow of resources in lbs of meat from one household to another.
This resulting social-ecological multilayer network allows us to assess how plausible future scenarios of change may affect the robustness of the three Alaskian communities studied.
Jacopo Baggio 1, Manlio De Domenico 2
1Department of Environment and Society, Utah State University Logan, UT, USA
2Departament d’Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili, Tarragona, Spain
Multiplex social ecological network analysis reveals how social changes affect community robustness more than resource depletion.
Baggio JA, BurnSilver SB, Arenas A, Magdanz JS, Kofinas GP, De Domenico M
Proc Natl Acad Sci U S A. 2016 Nov 29
|The woody breast condition affects texture… The wooden breast condition (WBC) is a muscle abnormality observed in chicken breast meat (Pectoralis major) that is an emerging challenge to the poultry industry. Breast meat with the WBC…|
|Can historians work with environmental scientists?… How can we uncover how past societies responded to and accommodated changes in their physical environment? It is an important question, because climate change as well as natural events such…|
|How do people perceive social cohesion, and are… Social relationships are indispensable in our everyday lives. We depend on our friends, family and acquaintances for a great deal of support. We ask them for advice, to help us…|
|How to build great AI Even though artificial intelligence (AI) is in full bloom and more and more businesses are developing their own solutions, there are several things around it that aren’t quite clear. One…|
|Is retrieval from memory ‘automatic’? Memory for studied material is impaired if attention is divided between learning the material and performance of a concurrent secondary task. We expected to find a similar trade-off when attention…|
|Assessing extreme weather events, vulnerability, and… The increased occurrence of extreme climatological, hydrological, and meteorological events (EWEs) and Climate-sensitive Disasters (CSDs) (e.g. floods and storms) in Latin American countries (LACs), and their primary impacts on human…|