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Field
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part of a new institute initiative called TropEcS "Modelling socio-economic dimensions across Tropical Coastal Ecosystems and the Earth System", which attempts to investigate how socio-economic processes
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National Aeronautics and Space Administration (NASA) | Fields Landing, California | United States | about 5 hours ago
) incorporating foundation model outputs into traditional ecosystem, biodiversity, and/or ecological conservation models/products, and (3) evaluating the impact and utility of the foundation model in these fields
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ecosystem functioning. The postdoctoral project will focus on analyzing and modeling tree architecture in relation to forest vitality and stress predisposition. The work will combine 3D structural data (from
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ecosystem functioning. The postdoctoral project will focus on analyzing and modeling tree architecture in relation to forest vitality and stress predisposition. The work will combine 3D structural data (from
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on suitability modeling and evidence of biocrust presence from the published literature suggest that these photosynthetic soil communities make up 12% of Earth’s land surface. Despite their global extent and
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dozen input variables). The foreseen approach would be to build on recent developments in using CNNs for Species Distribution Models (e.g. Deneu et al 2021, Morand et al 2024) to summarise the complex
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, Fisheries Science, Biology, Zoology, Biological Oceanography, Mathematics, Statistics, Computer Science, or related discipline Knowledge of modeling ecosystem and/or social network dynamics Strong
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of developing cutting-edge deep learning models for real-time image and video analysis (e.g., segmentation, object tracking, reinforcement learning), with applications to medical imaging and robotic systems. In
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applications from individuals with experience in: Deep learning Medical image computing (preferably x-ray imaging) Computationally efficient deep learning Deep learning model generalisation techniques
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qualifications: Experience with GHG flux measurements (eddy covariance, chambers) or nutrient flux monitoring. Skills in process-based modelling or ecosystem resilience assessment. Teaching and supervision