Using self-organizing maps to investigate environmental factors regulating colony size and breeding success of the White Stork (Ciconia ciconia)
Summary (1 min read)
Introduction
- Environmental conditions are significant determinants in breeding habitats, and may influence the breeding success of birds and contribute to the variability of breeding populations (Lack 1968).
- Most demographic studies on this species have been conducted in temperate areas, mainly in Europe, where environmental conditions and life history traits (e.g., clutch size, colonial or solitary nesting) differ from those encountered in northern Africa.
Methods
- (6) Annual mean of maximum temperatures (°C). (7) Approximate flight distance between the colony and the closest urban area (in m, ±10 m).
- (12) Type of colony [monospecific for the colonies occupied only by White Storks; plurispecific for the colonies occupied by storks and Cattle Egrets (Ardea ibis)].
- Secondly, the authors aimed to emphasize the relationships between environmental variables and the three breeding parameters recorded for each colony (the number of breeding pairs ‘‘HPa’’, the number of pairs with chicks ‘‘HPm’’, and the number of fledged chicks ‘‘JZG’’).
Results
- Breeding parameters and numbers of nests found each year are shown in Table 1.
- The mean number of fledged chicks per nest varied between years (being higher in 2006 than in other years), but was not affected by the number of pairs in the colony or the number of pairs with chicks (Table 2).
- The majority of Stork colonies were distributed in the north-eastern part of the wilaya, particularly on the plains of El Madher, Malel, Belezma and Ain Touta.
- Cluster B and C included colonies located in areas with low inhabitant density, relatively close to urban areas and refuse tips, and intermediate altitude, temperature and precipitation.
- These areas corresponded to the regions where intense farming uses irrigation.
Discussion
- The authors results suggest that the largest colonies were established close to urban areas and refuse, and consequently in the most human-populated zones.
- In their study, the higher number of fledged chicks per nest in colonies situated in areas with relatively high precipitation may reflect an indirect effect of precipitation on food abundance, as suggested by other studies on this species (Denac 2006; Nevoux et al. 2008).
- The geographical location and the average colony size of these 62 colonies are reported in Fig 1. b Gradient analysis of the value for each habitat variable on the trained SOM represented by a shaded scale (light low value, dark high value).
- The authors study thus supports the idea that identifying the variables which significantly affect the breeding parameters of White Storks should be a research priority for conservationists and environmental policy makers.
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Citations
27 citations
Cites background or methods from "Using self-organizing maps to inves..."
...Studies have investigated the influence of climate factors and variability in food availability at foraging/breeding habitats on reproductive patterns (Tortosa et al. 2003; Tryjanowski et al. 2005a; Denac 2006; Djerdali et al. 2008; Kosicki 2012; Si Bachir et al. 2013)....
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...The diet of nesting pairs of White Storks in rural and urban areas of Batna (north-eastern Algeria), where the bulk of the White Stork population lives (Si Bachir et al. 2013), was studied using pellet analysis....
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...Some substantial colonies also exist under hot-arid climatic conditions (Si Bachir et al. 2013)....
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...The climate along with landscape type and structure, affects the productivity and breeding numbers of birds, through changes in water availability and agricultural conditions (Tryjanowski et al. 2005a, b; Ramo et al. 2013; Si Bachir et al. 2013)....
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...In addition, Si Bachir et al. (2013) reported that levels of urbanization affected the breeding success and population densities of the species....
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14 citations
Cites background from "Using self-organizing maps to inves..."
...In contrast, Si Bachir et al. (2013), in a study on colony size and breeding success in the White Stork in north-east Algeria, reported higher breeding success in areas with high precipitation rates in slightly anthropogenic habitats than in those pairs breeding close to rubbish dumps, and they…...
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13 citations
Cites background from "Using self-organizing maps to inves..."
...In Algeria, White Storks most often breed in colonies of an average 11 pairs, but up to 45 pairs (Si Bachir et al. 2012; Moali-Grine et al. 2013)....
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...Fledged chicks were defined as nestlings older than 7 weeks which were still on the nest and about to fledge (Si Bachir et al. 2012)....
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10 citations
10 citations
References
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"Using self-organizing maps to inves..." refers background in this paper
...…in North Africa has been partly due to an increase in the surface areas of irrigated agriculture (Anonym 2006), although other factors such as wintering climatic conditions may also have played a role (Kanyamibwa et al. 1990; Barbraud et al. 1999; Schaub et al. 2005; Saether et al. 2006)....
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...One may thus hypothesise that the increase in White Stork populations in North Africa has been partly due to an increase in the surface areas of irrigated agriculture (Anonym 2006), although other factors such as wintering climatic conditions may also have played a role (Kanyamibwa et al. 1990; Barbraud et al. 1999; Schaub et al. 2005; Saether et al. 2006)....
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