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Toward a mechanistic theory for biological patterns and their ecosystem management possibilities

Abstract

Complex biological systems are composed by many entities that interactamong them and with the environment in an intricate and highly nonlinear way. As a result ofthese interactions, complex systems often self-organize in spatiotemporal patterns. Thesepatterns have attracted a lot of attention in the last years, initially due to their unquestionablebeauty, and later due to the important information that they contain about the state of thesystem in which they form. For instance, spatial patterns have been hypothesized to informabout the robustness of the ecosystems in which they form, thus constituting an importanttool to prevent biodiversity loss.Due to the long timescales in which patterns emerge, mathematical modeling has been avery powerful tool to explore their origin and to speculate about their possible (eco)systemlevel consequences. Existing models for pattern formation, however, focus on reproducingthe observed shape of the pattern and often avoid a detailed description of its underlyinginteractions. This approach has recently raised important concerns, since patterns that seem tobe identical can emerge in very different contexts and from very different underlyingprocesses, which may lead to contradictory system-level consequences. Therefore, in order toexploit biological patterns and extract meaningful conclusions about their potentialimplications, it is necessary to develop a new theoretical framework that focuses not only onrecovering the observed structures, but also on doing so from the right set of individual-levelinteractions. I propose such new approach to pattern formation, in which self-organizedpatterns and their ecological and evolutionary consequences arise naturally from a detaileddescription of the system-specific individual-level interactions. In this way, patterns represent a natural bridge between behavior, ecology, and evolution and thus provide a powerful way of integrating processes occurring at several scales in complex biological systems. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)

Scientific publications (12)
(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)
MACIEL, GABRIEL ANDREGUETTO; MARTINEZ-GARCIA, RICARDO. Enhanced species coexistence in Lotka-Volterra competition models due to nonlocal interactions. Journal of Theoretical Biology, v. 530, . (16/01343-7, 19/21227-0, 19/24433-0, 19/05523-8)
SER-GIACOMI, ENRICO; MARTINEZ-GARCIA, RICARDO; DUTKIEWICZ, STEPHANIE; FOLLOWS, MICHAEL J.. A Lagrangian model for drifting ecosystems reveals heterogeneity-driven enhancement of marine plankton blooms. NATURE COMMUNICATIONS, v. 14, n. 1, p. 12-pg., . (16/01343-7, 19/05523-8)
VELDHUIS, MICHIEL P.; MARTINEZ-GARCIA, RICARDO; DEBLAUWE, VINCENT; DAKOS, VASILIS. Remotely-sensed slowing down in spatially patterned dryland ecosystems. ECOGRAPHY, v. 2022, n. 10, p. 10-pg., . (16/01343-7, 19/05523-8)
CABAL, CIRO; MACIEL, GABRIEL A.; MARTINEZ-GARCIA, RICARDO. Plant antagonistic facilitation across environmental gradients: a soil-resource ecosystem engineering model. NEW PHYTOLOGIST, v. 244, n. 2, p. 13-pg., . (19/05523-8, 19/21227-0, 21/14335-0)
SILVANO, NATHAN O.; VALERIANO, JOAO; HERNANDEZ-GARCIA, EMILIO; LOPEZ, CRISTOBAL; MARTINEZ-GARCIA, RICARDO. Flow spatial structure determines pattern instabilities in nonlocal models of population dynamics. COMMUNICATIONS PHYSICS, v. 8, n. 1, p. 12-pg., . (19/05523-8, 21/14335-0, 20/14169-0)
JORGE, DANIEL C. P.; MARTINEZ-GARCIA, RICARDO. Demographic effects of aggregation in the presence of a component Allee effect. Journal of the Royal Society Interface, v. 21, n. 214, p. 13-pg., . (16/01343-7, 20/15643-8, 19/05523-8)
CABAL, CIRO; MARTINEZ-GARCIA, RICARDO; AGUILAR, AURORA DE CASTRO; VALLADARES, FERNANDO; PACALA, STEPHEN W.. The exploitative segregation of plant roots. Science, v. 370, n. 6521, p. 1197+, . (19/05523-8, 19/24433-0, 16/01343-7)
MARTINEZ-GARCIA, RICARDO; LOPEZ, CRISTOBAL; VAZQUEZ, FEDERICO. Species exclusion and coexistence in a noisy voter model with a competition-colonization tradeoff. Physical Review E, v. 103, n. 3, . (19/24433-0, 19/05523-8, 16/01343-7)
MARTINEZ-GARCIA, RICARDO; LOPEZ, CRISTOBAL; VAZQUEZ, FEDERICO. Species exclusion and coexistence in a noisy voter model with a competition-colonization tradeoff. PHYSICAL REVIEW E, v. 103, n. 3, p. 13-pg., . (19/05523-8, 19/24433-0, 16/01343-7)
CABAL, CIRO; MARTINEZ-GARCIA, RICARDO; DE CASTRO, AURORA; VALLADARES, FERNANDO; PACALA, STEPHEN W.. Future paths for the `exploitative segregation of plant roots' model. PLANT SIGNALING & BEHAVIOR, v. 16, n. 5, . (19/24433-0, 19/05523-8, 16/01343-7)
MARTINEZ-GARCIA, RICARDO; CABAL, CIRO; CALABRESE, JUSTIN M.; HERNANDEZ-GARCIA, EMILIO; TARNITA, CORINA E.; LOPEZ, CRISTOBAL; BONACHELA, JUAN A.. Integrating theory and experiments to link local mechanisms and ecosystem-level consequences of vegetation patterns in drylands. CHAOS SOLITONS & FRACTALS, v. 166, p. 13-pg., . (19/05523-8, 19/24433-0, 16/01343-7)
MARTINEZ-GARCIA, RICARDO; TARNITA, CORINA E.; BONACHELA, JUAN A.. Spatial patterns in ecological systems: from microbial colonies to landscapes. EMERGING TOPICS IN LIFE SCIENCES, v. N/A, p. 14-pg., . (19/05523-8, 19/24433-0, 16/01343-7)