SEDIMENT SEAGRASS DIVERSITY IN THE MEDITERRANEAN BASIN IN A GLOBAL CHANGE SCENARIO: A MACHINE LEARNING APPROACH FROM SATELLITE IMAGES

  • I.P.: Manuel Matías, Tomás Sintes
  • Partners: IFISC-UIB
  • Fecha de inicio: 1 de diciembre de 2022
  • Fecha de final: 30 de noviembre de 2024

The main challenge of this project is to correlate the changes in the sea surface temperature (SST) in the Mediterranean basin with the spatial distribution and size of different seagrass species. We aim to evaluate the changes in the biodiversity and the patterns they form to the SST variation and determine how the growth (mortality) rate depends on the temperature. The results derived from this project are expected to be of relevance not only to identify the vulnerability of these ecosystems to climate change, but also in the design of optimal restoration strategies that maximizes the restoration success while minimizing the time scale for recovery and planting effort. These objectives meet with those contained in the EU Regulation 2020/852 of the European Parliament that establishes the protection and recovery of the biodiversity and ecosystems and the support to environmental policies as one of the main objectives in the ecological transition.

Investigadores

Emilio Hernández-García

Emilio Hernández-García

Cristóbal López

Cristóbal López

Manuel Matías

Manuel Matías

Tomás Sintes

Tomás Sintes

Alex Gimenez

Alex Gimenez

Eva Llabrés

Eva Llabrés

Publicaciones recientes

Flow spatial structure determines pattern instabilities in nonlocal models of population dynamics

Silvano, Nathan O. ; Valeriano, João; Hernández-García, Emilio; López, Cristóbal; Martinez-Garcia, Ricardo
Communications Physics 8, 326 (1-12) (2025)

Mapping the distribution of seagrass meadows from space with deep convolutional neural networks

Giménez-Romero, Àlex; Ferchichi, Dhafer; Moreno-Spiegelberg, Pablo; Sintes, Tomàs; Matías, Manuel A.
Submitted (2025)

Spatial competition and repulsion: pattern formation and the role of movement

López, Cristóbal; Colombo, Eduardo; Hernández-García, Emilio; Martínez-García, Ricardo
The Mathematics of Movement: an Interdisciplinary Approach to Mutual Challenges in Animal Ecology and Cell Biology" (Eds. Luca Giuggioli & Philip Maini), Springer, (2025)

Theoretical and data-driven models in Ecology

Giménez-Romero, Àlex (Supervisor: Matias, Manuel A.)
PhD Thesis (2024)

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