Search

Conservation of breeding seabirds typically requires detailed data on where they feed at sea. Ecological niche models (ENMs) can fill data gaps, but rarely perform well when transferred to new regions. Alternatively, the foraging radius approach simply encircles the sea surrounding a breeding seabird colony (a foraging circle), but overestimates foraging habitat. Here, we investigate whether ENMs can transfer (predict) foraging niches of breeding tropical seabirds between global colonies, and whether ENMs can refine foraging circles. We collate a large global dataset of tropical seabird tracks (12000 trips, 16 species, 60 colonies) to build a comprehensive summary of tropical seabird foraging ranges and to train ENMs. We interrogate ENM transferability and assess the confidence with which unsuitable habitat predicted by ENMs can be excluded from within foraging circles. We apply this refinement framework to the Great Barrier Reef (GBR), Australia to identify a network of candidate marine protected areas (MPAs) for seabirds. We found little ability to generalise and transfer breeding tropical seabird foraging niches across all colonies for any species (mean AUC: 0.56, range 0.4-0.82). Low global transferability was partially explained by colony clusters that predicted well internally but other colony clusters poorly. After refinement with ENMs, foraging circles still contained 89% of known foraging areas from tracking data, providing confidence that important foraging habitat was not erroneously excluded by greater refinement from high transferability ENMs nor minor refinement from low transferability ENMs. Foraging radii estimated the total foraging area of the GBR breeding seabird community as 2,941,000 km2, which was refined by excluding between 197,000 km2 and 1,826,000 km2 of unsuitable foraging habitat. ENMs trained on local GBR tracking achieved superior refinement over globally trained models, demonstrating the value of local tracking. Our framework demonstrates an effective method to delineate candidate MPAs for breeding seabirds in data-poor regions.

Seabird foraging behaviour varies through time according to factors that may be related to life cycle stage and/or habitat. However, no study has previously investigated variation in these different factors and how they impact foraging behaviour in a single species simultaneously. The aim of this thesis was to distinguish the fixed part of foraging behaviour from its different degrees of plasticity in a pantropical seabird, the Red-footed booby (Sula sula). Adults and juveniles from different colonies were equipped with GPS tags to track their foraging trips according to several intrinsic (age and breeding stage) and extrinsic factors (physical forcing, primary productivity and competition for resources). Adult foraging behaviour varied significantly within the same colony according to breeding stage. Tracks were shorter during brooding, which is known to be a particularly energy-constraining time period, and longer during incubation and fledging. Multi-year monitoring at one of the colonies revealed flexibility in behaviour under adverse environmental conditions. Longer tracks were observed during breeding seasons with decreased productivity and eddy activity. High plasticity in foraging behaviour according to habitat was observed across the range of the species. The length and range of adult trips varied considerably among colonies, ranging from strictly diurnal to longer trips that included several nights spent at sea. Red-footed boobies did not appear to target particularly productive areas, and intra- and interspecific competition seemed to explain partly the differences observed between colonies. On the other hand, all the individuals showed similar trip structuring and increased searching effort by adopting area-restricted search (ARS) behaviours. The behaviour of juveniles, still fed by their parents after fledging during a long transition period, was described for the first time. Over time, juveniles increased trip ranges, which were considerably lower than that of adults. Associations at sea with other juveniles were frequently identified. This long learning period seems to be an adaptation allowing the gradual acquisition of the skills necessary for the search and capture of prey. While the behavioural plasticity of individuals tends to cushion the effects of unfavourable conditions at the population scale, this flexibility is still limited. In the current context of global change, assessment of behavioural plasticity is necessary in order to better predict the consequences of these changes on populations., Le comportement de recherche alimentaire varie tout au long de la vie des oiseaux marins selon divers facteurs qui peuvent être liés au cycle de vie ou à l’habitat. Cependant, aucune étude n’avait auparavant abordé ces différents facteurs de variation chez une seule et même espèce. L’objectif de cette thèse était de distinguer la part fixe du comportement de recherche alimentaire de ses différents degrés de plasticité chez un oiseau marin pantropical, le fou à pieds rouges (Sula sula). Pour cela, des adultes et des juvéniles issus de différentes colonies ont été équipés de balises GPS afin d’étudier leurs trajets selon différents facteurs de variation intrinsèques (âge et stade de reproduction) et extrinsèques (forçages physiques, productivité primaire, compétition pour la ressource). Le comportement de recherche alimentaire des adultes variait de façon importante au sein d’une même colonie selon le stade de reproduction. Les trajets étaient plus courts pendant l'élevage du poussin, connu pour être particulièrement contraignant d’un point de vue énergétique, et plus longs pendant l’incubation et la période post-envol. Le suivi pluriannuel d’une des colonies a pu mettre en évidence la flexibilité du comportement lors de conditions environnementales défavorables. Des trajets plus longs étaient observés lors de la saison de reproduction qui présentait une diminution de la productivité et de l’activité tourbillonnaire locale. Une importante plasticité du comportement en fonction de l’habitat a pu être mise en évidence à l’échelle de l’aire de répartition de l’espèce. La durée et le rayon de prospection des trajets des adultes variaient considérablement selon les colonies, allant de trajets strictement diurnes à des trajets beaucoup plus longs qui incluaient plusieurs nuits passées en mer. Les fous à pieds rouges ne semblaient pas cibler des zones particulièrement productives et la compétition intra- et interspécifique semblait expliquer en partie les différences observées entre les colonies. En revanche, tous les trajets possédaient généralement une structure similaire et augmentaient leur effort de recherche alimentaire en adoptant un comportement de recherche en zone restreinte (ARS). Le comportement des juvéniles, encore nourris par leurs parents après leur envol pendant une longue période de transition, a pu être décrit pour la première fois. Avec le temps, les juvéniles augmentaient le rayon de prospection de leurs trajets, qui restait considérablement inférieur à celui des adultes. Des associations en mer avec d’autres juvéniles étaient fréquemment identifiées. Cette longue période d’apprentissage semble permettre l’acquisition progressive de compétences complexes nécessaires à la recherche et à la capture de leurs proies. Si la plasticité comportementale des individus tend généralement à amortir les effets des conditions défavorables sur l'état de santé moyen d’une population, cette flexibilité est tout de même limitée. Dans le contexte actuel de changement global, l’évaluation de la plasticité comportementale s’avère alors nécessaire afin de mieux prévoir les conséquences de ces changements sur les populations.