Global patterns in the establishment and distribution of exotic birds

Global patterns in the establishment and distribution of exotic birds

PIi: ELSEVIER S0006-3207(96)00019-5 Biological Conservation 78 (1996) 69-96 Copyright © 1996 Elsevier Science Limited Printed in Great Britain. All...

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ELSEVIER

S0006-3207(96)00019-5

Biological Conservation 78 (1996) 69-96 Copyright © 1996 Elsevier Science Limited Printed in Great Britain. All rights reserved 0006-3207/96/$15.00 +.00

GLOBAL PATTERNS IN THE ESTABLISHMENT A N D DISTRIBUTION OF EXOTIC BIRDS Ted J. Case Department of Biology, 0116 University of California at San Diego, La Jolla, CA 92093, USA

Abstract I use three separate data bases to examine recipient community and site factors that might be influencing the establishment, persistence, and distribution of avian exotics. All in all, about half the variance between islands~regions in their numbers of successfully and unsuccessfully introduced species can be accounted for by recipient site-specific variables; the most important correlate of success is the number of native species extinctions over about the last 3000 years, which reflects the degree of human activity and habitat destruction and deterioration through intrusions of exotic predators, herbivores, and parasites. Consequently, the number of exotic species gained is close to the number of species lost through extinction. Even after controlling for avian extinctions, island area correlates positively with introduced species number. Invasion success does not decline significantly with the richness of the native avifauna (after controlling for the effects of extinctions and island area) nor the variety of potential mammalian predators. The relative proportion of extinct native species across islands~regions is negatively correlated with area and positively correlated with introduced species number and the number of endemic species. A strong correlation exists between the number of successes and the number of failures, attesting to the role of persistent acclimatization societies in increasing species numbers despite high .failure rates. The relative success to failure rate increases with the number of extinct native species. The correlation between introductions and native extinctions seems to arise because native birds are usually more common, if not restricted, to native habitats while introduced birds are primary occupants of disturbed and open habitats. As more of an island's area is converted to urban, agricultural and disturbed habitats or altered through the introduction of herbivores and exotic predators, most natives lose good living space while most introduced birds, that frequent open and disturbed areas and have evolved in predator-rich areas, gain habitat. l find little support for the notion that rich avifaunas in themselves repel the establishment of avian invaders at the level of whole islands or archipelagoes. However, interactions between established exotics and natives may

be influencing habitat distributions of species in both sets within islands. In both man-made habitats and native forest habitats, exotic species number and the relative abundance of exotic birds is negatively related to the number of native species. After accounting for this local variation, exotic species number is positively related to exotic species number for the entire island~region. In local surveys the relative abundance of exotic birds compared to native birds is affected by habitat (non-native habitats have more exotics) and also by the numbers of species of exotics and natives on the island. The relative importance of biotic interactions like competition, apparent competition through differential disease transmission or susceptibility, and predation in shaping the abundance and habitat affinities of exotics and native species can be difficult to unravel when regional affects are so important. Copyright © 1996 Elsevier Science Limited Keywords: birds, extinction, exotic species, invasibility, habitat destruction.

INTRODUCTION For assorted reasons, some practical and some purely aesthetic, people have purposely introduced various plants and animals from one place to another across the globe. What factors determine whether a species will become established or not? What site properties determine whether an ecological system will accept or repel invaders? Given answers to these questions, how can we best manage ecological systems to avoid problems? One ecological issue affecting answers to these questions is whether natural communities vary in their resistance to invasions because of intrinsic properties of the natural system. Elton (1958) suggested that species-poor communities, characteristic o f islands or very disturbed habitats, were more susceptible to invasion than speciesrich communities. More recent theoretical explorations of model communities lend some credence to this hypothesis (Case, 1991; Post & Pimm, 1983; Drake, 1983, 1988). The role of habitat disturbance in promoting biological invasions is well supported (Rejm~nek, 1989). But how would we test Elton's hypothesis regarding

Correspondence to: T. J. Case e-mail: [email protected] 69

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T.J. Case

species-richness experimentally? Ideally we would construct islands identical in all respects but differing in the richness of the resident fauna. We then would introduce the same set of species to each island, controlling for individual numbers released, sex ratio, physiological condition, and other variables that might influence reproductive and survival success. Since this is generally impossible except at the microcosm scale (Drake, 1991; Drake et al., 1993; Robinson & Dickerson, 1984), for real islands we must rely on interpreting the results of past historical introductions where many confounding factors, beyond the nature of the recipient community, can and do influence invasion success. With introductions there are often no controls and, like all historical work, we must often rely on the sometimes conflicting accounts described by different actors and observers, no longer living; but the vast number of introductions performed on literally thousands of different islands and mainlands worldwide offers an opportunity to attempt answers to the questions raised in the opening paragraph. The method of the introduction may influence its likelihood of success, e.g. how many individuals are released, and how they are transported and acclimated to the new location. Different species have been introduced to different places with different climates so species-specific autecological factors will also be important. Some species may be better adapted to physical and climatic features of the new environment and others may have behavioral and life-history attributes that enhance population growth when they are rare. We might get spurious associations between invasion resistance and native biodiversity because of confounding interactions with other variables. For example, the number of native species on an island generally increases with its area (Preston, 1962; MacArthur & Wilson, 1967). Yet island area directly can affect introduction success by potentially affecting mate-finding ability. A few individuals of a new exotic species released into a large area may have difficulty locating mates compared to the same number released into a smaller area. Without experimentally or statistically partialling out the possible affects of area p e r se on introduction success, we might incorrectly conclude that species-richness (which covaries with area) was explaining the results when, in this scenario, it was more directly caused by area p e r se. Here I use three separate data bases to examine recipient community and site factors, including area, that might be influencing the establishment, persistence, and distribution of avian introductions. I have assembled species lists for a worldwide set of islands and two mainland locations (continental USA and Australia). I ask what features of the recipient location best account for across-site variation in the number of introduced species present in the existing avifaunas. The second analysis deals with a smaller set of locations for which information exists on the number of

failed as well as successful introduction attempts. For these locations, mostly places that had acclimatization societies in the 1800s, I ask what site and communitylevel factors contribute to establishment success compared to failure. Finally, since competitive interactions between natives and exotics may potentially be important in shaping the proclivity of native species to enter humanmodified habitats and exotic species to penetrate native habitats, I examine the habitat distributions of native and introduced birds in various habitats and locations in the Pacific region. The present study is entirely devoted to identifying factors in the recipient location that potentially influence the establishment, persistence, and spread of introduced bird species. It is also important to make comparisons between species: are the same species that are successful in one place successful in others? What biological attributes of species are associated with establishment success? How similar must climates be in the old and new homes of species? I reserve these analyses for a later paper. METHODS Native and introduced birds on islands

Table 1 contains a list of locations with tallies for their numbers of native and introduced birds along with other geographic and biotic features of the location. References are given in Appendix 1. The general references at the bottom of Appendix 1 were used for nearly all locations. Islands were selected for inclusion in the analysis based on two criteria: a complete avifaunal list, and an attempt to balance representation across different regions of the globe (excluding polar regions). The analysis is restricted to land and freshwater species (excluding shorebirds, waders, and strictly seagoing ducks) that maintain breeding populations in the locations (i.e. migrants are excluded). Table 1 is based on archipelagoes with some minor exceptions (see below). Using individual islands as separate data points (rather than lumping islands into archipelagoes) commits pseudoreplication since the native faunas and introduction histories of nearby islands are typically closely linked and birds introduced to one island often colonize nearby islands on their own (Long, 1981; Moulton & Pimm, 1983). However, a problem arises with this choice: a single point, e.g. Fiji, includes many islands; each of which may not have the full complement of introduced species present in the entire archipelago nor the full set of native species. Consequently, one can imagine a situation wherein all the introduced species are confined to a single island within the archipelago that lacks any native species. In this case the two sets of species never see each other in the archipelago and potentially experience very different environments. However, this is rarely the case and I have attempted to sort out islands which have unique

Introductions and extinctions of birds

71

Table 1. Bird species numbers on various islands of the world and for Australia and the continental US (excludes Alaska) Taxonomy follows Sibley and Monroe (1990). References are in Appendix 1. See also notes to Table 2. An asterisk (*) denotes locations where Holocene bird fossils have not yet been discovered or examined. Missing values in the extinction column indicate an absence of information on both historical and prehistorical extinctions. See text for further details. Island/mainland

No. introduced species extant

Aldabra* Andamans/Nicobars* Aruba* Ascension Aucklands* Azores* Bahamas Balearic Bermuda Borneo* California Channel Canaries Cape Verde* Chagos* Chatham Christmas (Indian Oc.)* Cocos* Comoros* Cook Islands Corsica/Sardinia Cozumel* Curacao* Easter Falklands* Fiji (mongoose) Fiji (non-mongoose) Galapagos Great Britain Guadaloupe, Mex.* Hawaii (Kauai) Hawaii (mongoose) Henderson Jamaica Java* Juan Fernandez* Kangaroo Kermadec Lord Howe Madagascar Guam (Marianas)* Marquesas Mauritius New Caledonia New Guinea* New Zealand Norfolk Palau* Pemba* Puerto Rico Reunion Revillagigedo* Rodriguez Rottnest* Rotuma (Fiji)* Saint Helena Samoa Sea of Cortez (Ld.-bridge)* Seychelles (granitic)* Societies Solomons, Central

1 4 2 4 9 3 6 1 7 4 4 5 5 7 14 1 1 7 3 3 0 2 4 2 8 9 2 10 3 27 47 0 5 1 2 15 7 9 3 7 5 19 6 1 41 12 4 1 23 19 3 7 3 1 8 3 2 8 12 1

No. native species extant

No. native species extinct

20 104 32 0 11 20 101 119 9 386 56 47 26 3 14 8 6 52 11 120 75 34 0 28 46 51 36 147 13 18 27 4 88 327 8 78 6 6 168 12 11 13 56 513 52 15 31 67 82 12 13 4 20 16 0 33 34 16 13 124

1 0 1 2 0 13 3 7 0 2 3 1 21 0 0 0 10 1 0 0 6 0 7 3 1 5 6 14 66 3 6 0 0 1 1 9 13 7 9 14 14 0 36 6 0 1 15 13 2 10 2 0 5 2 0 3 12 2

Area (km 2)

155 6462 175 90 606 2304 13,939 5014 54 758,870 904 7273 4033 65 973 135 47 1958 240 32,771 324 425 I 16 16,053 15,921 2375 7855 160,952 254 1422 12,136 37 11,424 132,400 164 3890 30 13 587,000 541 910 1865 16,912 808,000 266,800 40 440 984 8897 2512 233 109 19 45 125 3150 1713 233 1550 31,800

Max. elevation (m)

Human settlement pattern

Mammalian predator category

100 735 500 860 610 2320 122 1445 73 3810 753 3720 2829 20 213 357 854 2361 652 2711 24 372 530 706 1300 1200 1524 1343 1402 1598 4206 33 2256 3676 1500 190 520 853 2881 406 1260 826 1815 5000 3765 310 240 85 1350 3040 1113 396 35 300 819 1858 620 913 2322 3100

3 4 4 3 3 3 4 4 3 4 4 4 3 3 4 3 3 3 4 4 4 4 4 3 4 4 3 4 3 4 4 2 4 4 3 4 2 3 4 4 4 3 4 4 4 4 4 4 4 3 1 3 3 4 3 4 1 3 4 4

3.0 4.0 3.0 3.0 1.5 3.0 4-0 5.0 3.0 5.0 4.0 3.0 3.0 3.0 3.0 2.0 3.0 4.0 3.0 5.0 5.0 3.0 2.0 4.0 4-0 3.0 3.0 5.0 1.5 3.0 4-0 1-0 4-0 5.0 3.0 3.0 3.0 3.0 5-0 3.0 2.0 4.0 3.0 4-0 4-0 2.5 3.0 4-0 4-0 3.0 2.0 4.0 3-0 3.0 3.0 3-0 1.5 3.0 3.0 4.0 (Contmue~

T. J. Case

72

Table 1. - - eoatd Island/mainland

No. introduced species extant

No. native species extant

No. native species extinct

Area (km 2)

Max. elevation (m)

Human settlement pattern

Mammalian predator category

65,610 36,125 67,900 7 350 4542 259 855 12,000

2528 3998 1520 300 613 1250 2329 113 1889

4 4 4 4 3 4 3 4 4

Sri Lanka* Taiwan* Tasmania Three Kings* Tres Marias* Trinidad* Tristan de Cunha Arch.* Tuamotu* Vanuatu* Wake* Zanzibar*

1 2 13 9 1 2 0 2 5 1 4

225 132 104 10 34 235 6 9 56 0 102

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1

23

6

4

0

1658

125

4

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USA (lower 48 states) Australia

13 17

553 466

6 1

7,827,622 7,680,000

4516 2228

4 4

5.0 5-0

1 0 0

histories compared to others in the same archipelago. For example, G u a m has had many more introductions and extinctions than elsewhere in the Marianas archipelago; consequently, G u a m is considered alone. Since I will be examining the role of community and site factors, I subdivide archipelagoes when they are strongly subdivided by distance or important biological factors that might influence the success of introduced species. Fiji and Hawaii are subdivided into those islands with and without introduced mongoose. The definition of an archipelago usually follows geopolitical boundaries, with a few exceptions. Islands are lumped when the islands share endemic species, are similar in geological age of formation or isolation, and distance to colonizing sources. Islands whose distance apart from one another is greater than the distance to the mainland or other major faunal sources are not lumped. By these conventions, 'New Zealand' includes only the two major islands, not the many small offlying land bridge islands; similarly I do not include in Australia or New Guinea the several off-shore islands. Corsica and Sardinia, which are similar in size and were united in the last glaciation, are combined. The Andamans are combined with the nearby Nicobars. On the other hand, the Mascarenes (Reunion, Rodriguez and Mauritius) are considered separately because they share relatively few native land bird species or exotic predators, and they are about as far apart from one another as they are to other major colonization sources. The distant Rotuma island (politically part of Fiji) is considered separately from the rest of Fiji.

Introduced species number This includes human releases and self-introduced species naturally invading the location during the last hundred years if they survive to the present day; selfintroductions usually represent a small proportion of the 'exotic' bird species. Self-introduced species that replace extirpated native populations of the same

species are not counted. Most of the purposeful introductions were done in the heyday of acclimatization societies during the mid 1800s although in Hawaii they continued much longer. A successfully introduced species is one that has established a breeding population that is still present today; its population must have increased numerically and expanded geographically beyond the vicinity of the original introduction sites. Aboriginal introductions (usually just Gallus gallus) are inferred based on a lack of subspecific differentiation, anthrophilic habits of the species, and no appearance in middens or subfossil deposits dated earlier than man's appearance on the island group.

Native species number This count excludes self-introduced land and freshwater species and native species that are now extinct. Here and for historical extinctions I follow the taxonomy in Sibly and Monroe (1990). For island archipelagoes like the Canaries, the number of native species is totaled over all islands in the group but no species is counted more than once. Extinct bird species The total number of land and freshwater bird species that became extinct in historical and in prehistorical time is tallied. The prehistoric extinctions coincide for the most part with aboriginal occupation (Cassels, 1984; Diamond, 1984; Olson & James, 1984; Olson, 1989; Steadman, 1989b) and generally are late Holocene. Extinctions include true extinctions of a species and extirpations of the species from the island/archipelago in question. If the same species becomes extinct locally on several islands within a listed archipelago, it is counted as only a single extinction and then only if no populations survive anywhere in the listed location (e.g. all islands in the Canaries, all mongoose-free islands in Fiji minus Rotuma, both major New Zealand islands).

Introductions and extinctions o f birds

Since some island locations have had much more paleontological attention than others, or have geological structures that better preserve fossils, it is probable that many undocumented prehistoric extinctions await discovery (see Pimm et al., 1994 for a clever way to estimate these 'missing' extinctions), but I see no reason why there should be any particular bias in fossil discovery with respect to numbers and type of introduced species established. Locations without any known prehistoric bird fossils are asterisked in Table 1. Missing values in the extinction column are for islands where I could not find reliable information for both historical and prehistorical extinctions. Island area The total area of all islands in the archipelago or labeled island group is summed. It would also be nice to have a measure of the area still in virgin native habitat. However in practice such measures are inherently subjective since even apparently pristine habitats may be altered in subtle ways through human activities and introduced mammals, insects, and plants, the creation of edge effects (Diamond & Veitch, 1981; Simberloff, 1990; Bolger et al., 1991). Different bird species will respond to these local and landscape alterations in different ways, so a meaningful number that represents that habitat remaining which is acceptable for all native birds is illusive. As a surrogate o f overall human impact to bird habitats, the number of avian extinctions may be a more appropriate 'bio-assay' (see below). M a x i m u m elevation above sea level This measure serves as a useful surrogate of habitat diversity (MacArthur & Wilson, 1967). Human occupation h&tory Some places may lack avian introductions simply because people have not been present or interested in introducing them. The locations in Table 1 are categorized as follows: 1, locations with no permanent human settlements or settlements only very recently established and still localized; 2, Locations with aboriginal settlement but no subsequent lasting European settlement; 3, Locations with no aboriginal settlement prior to colonization and settlement by Europeans; 4, Locations with both an aboriginal and European colonial period of settlement. Mammalian predators A rich native avifauna fauna will often be associated with a rich fauna o f other taxa that might prey upon birds. Islands are categorized according to the variety of their native and exotic mammalian predators as follows: (0) none; (1) Polynesian rat Rattus exulans or other native rats but no introduced rats (R. rattus or R. norvegicus) or other mammalian predators; (1.5) feral domestic cats but no rats; (2) Rattus rattus and/or

73

R. norvegicus but no feral cats or other predators; (3) introduced rats and feral cats with or without native rats and feral domestic dogs (but no other predators); (4) introduced rats, plus feral cats and dogs, plus a mongoose, and/or a stoat or weasel, or other wild mustelid, viverid, canid, raccoon, or partially carnivorous (of birds or their eggs) primate; (5) a rich mainland fauna that includes rats, feral cats, and dogs plus several native carnivore species and other potential avian predators such as primates or large insectivores. I test Elton's (1958) hypothesis by determining if a negative relationship exists between the number of native species of birds or varieties of mammalian predators and the number of successfully established introductions after partialling out variation that may be due to other variables (like island area, or settlement history). Since almost universally the number of native species on islands increases with their area and habitat diversity, and since a priori we might expect this same trend in introduced species, the numbers of both species in both sets might be positively associated across islands because they co-vary with island area and maximum elevation. To test Elton's hypothesis we need to partial out the expected effects of area and elevation (habitat diversity) of introduced and native species number, so that we can focus on these biotic variables. To do this I first regress introduced species number versus island area and maximum elevation and save the residuals, which represent relative introduced species richness after accounting for these geographic covariates. This is repeated for native species richness. A stepwise regression is performed using the residuals of introduced species number as the dependent variable regressed in a step-wise manner against native species number residuals, mammal categories, human occupation categories, and the number of extinct native species as independent variables, I do not partial-out variation due to differences between islands' isolation distances, because isolation does not significantly affect introduced species number and its affect on native species richness, while highly significant, is immaterial to the hypothesis. Establishment success and failure

Table 2 contains a subset of locations for which relatively reliable records exist on introduction attempts. While the compilation of Long (1981) serves as an excellent starting point, I have found a number of instances where introduced species exist or failed attempts have occurred that are not mentioned in Long (1981). Also problematic, is that Long's criterion of 'success' is different from mine. Moreover, in a substantial number of cases, the outcome of the introduction is listed in Long (1981) as uncertain (his 'possibly successful introductions' category). Therefore the locations included in my Table 2 are those where I have independently been able to assess successes and failures.

T. J. Case

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Introductions and extinctions o f birds

The success 'rate' is calculated on a per-species basis: the number o f successfully introduced species to a location is divided by the total number of species whose introduction was attempted. In calculating success ratios, the problem arises as to what constitutes an 'attempt'. I do not count attempts that involve releases of only one individual of a species or multiple individuals but all of the same sex, or migratory species. An attempt is defined as the release or selfcolonization of a land or freshwater species that is not native to the location. Reintroductions of native species are excluded. Multiple releases of the same species are counted only once. To be counted as an attempt, records must show that at least a pair of individuals was released into the wild (not simply shipped to a location). Some exotic birds now occur in the avifaunas today because they colonized recently on their own or because they are cage-escapees but there is no record of their importation or release. These species are counted both as attempts and as successes. Since there is an unknown number of failures in this category, the success rates in Table 2 are likely to be artificially high. Table 2 is based on locations with at least 10 documented attempts and where I was able to verify the species' present status either through personal visits or through the literature. I have personally conducted field studies in about half these sites. Many failures are immediate; the birds are released and disappear soon after. Other exotics maintain thriving and even expanding populations for some time but subsequently become extinct. Should we count the latter as failed introductions or as extinctions of successful introductions? Moulton and Pimm (1983) in their analysis of the Hawaiian situation chose the latter course and they were aided in their assessment by particularly good historical records. However, in most places it is difficult to know when a small population becomes extinct and thus how long it survived before perishing. I therefore choose the conservative measure of counting successes as only those introduced species that survive to the present time. Moulton and Pimm (1983), Lockwood et al. (1993), Simberloff and Boecklen (1991) and others have restricted their analyses to only passerines or to passerines plus doves. Exotic game birds and parrots are common introductions but are excluded because many parrots are established as cage-bird escapees while human hunting pressure could exaggerate the failure of game birds. However, such a distinction seems arbitrary, since many finches are also kept as cage birds that end as established exotics (Long, 1981) and game birds include examples of both striking successes and failures (Banks, 1981; Pimm, 1991). Relative abundance of introduced and native species in native and disturbed habitats Personal surveys The first two data sets are of value in understanding regional patterns in the number and success of intro-

75

ductions. To determine if competitive interactions between exotics and natives may be influencing habitat distributions at a finer geographic scale, I surveyed birds in the following Pacific basin and rim sites from 1983 to 1990: Fiji (four islands and 20 sites), Palau (two islands, two sites), Hawaii (five islands, 21 sites), Tahiti (three sites), Cook Islands (two islands, two sites), Marquesas (two islands, two sites), Vanuatu (two islands, six sites), New Guinea (two sites), New Zealand (two islands, 18 sites), New Caledonia (three sites), mainland Australia (19 sites), and Kangaroo Island off South Australia (one site). This collection of Pacific sites includes those with avifaunas ranging from few to many introduced bird species and from few to many native bird species. Each site was categorized into one of four habitats: native forest; exotic forest (usually pines or eucalypt plantations); disturbed native habitats (at least 50% exotic species by areal coverage and always secondary growth); and suburban/urban locations (usually city parks, college campuses, or suburban housing tracts) with typically much open space and over 50% exotic vegetation. Two types of censuses were performed. At all sites bird species lists were compiled based on visual and call identification. Sites were surveyed over a period of 2-8 h over 1~1 days. The area surveyed was approximately 2-20 ha. For a subset of locations (n = 52) individual birds were counted using the variable circular-plot technique (Reynolds et al., 1980). Birds were counted at between five and 14 stations 100-300 m apart along a transect of continuous habitat. Birds were identified by sight or by calls for 6 min at each station. Longer time intervals may result in counting the same bird more than once (Reynolds et al., 1980; Scott et al., 1986). Because of dramatic differences between islands in the numbers of bird species and in their habits and habitat structure, these data are not reliable for comparing absolute densities of birds between locations. The data are useful, however, as rough estimates of the relative abundances of native vs introduced species at different sites and in different habitat types. Additionally, I have compiled each location's native species number, area, and maximum elevation. These values differ from those in Table 1 since now I am interested in a specific island's values not archipelago values. For this purpose mainland Australia was divided into eight geographic regions. Literature surveys Bird abundance data in New Zealand and Australia were also gathered from studies in the literature (Gibb, 1961; McLay, 1974 [a review of five New Zealand studies]; Disney & Stokes, 1976; Friend, 1982; Wall, 1983). These studies were performed over much longer time intervals, of a few months to a few years, compared to the short-term census data that I collected. These surveys are analysed in the same way as my own surveys to check the robustness of results obtained

76

T. J. Case

from my short-term surveys and to examine abundance data for native and introduced birds.

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Statistical analysis

Raw variables were examined for normality and transformed by the angular transformation (for proportions), square root (maximum elevation), or a log transformation (numbers, counts, and area) if that produced a more normal distribution. Since some variables contain zero values for some islands/regions, I added the constant 1-0 to these variables before applying a log transform. In stepwise regressions, the variables were stepped first in the forward and then in the backward direction. The backward model begins with all variables added and successively drops those with insignificant partial correlation coefficients with the dependent variable. In the vast majority of cases, direction did not influence the resulting regression model. In the few cases where the stepwise models differ in the two directions, I report the model that produces a significantly better fit to the data. The residuals around the regression were visually examined for homoscedasticity and results are reported only when this assumption is met. Statistical analyses were performed using the statistical software Statview T M 4.0 from Macintosh. RESULTS Introduced species number The correlation matrix for the variables in Table 1 is shown in Table 3. While log area is highly correlated with log extant native species number (R 2 = 0-66), the correlation between log area and log exotic species number is only marginally significant (Table 3, p = 0-07). Hence, there is substantial unexplained variation in the numbers of introduced species that might be accounted for by other factors. After partialling out the affect of area and elevation on both exotic and native bird species number, a stepwise regression was performed using the residuals of introduced species number as the dependent variable and the remaining variables in Table 1 as independent variables. Native species richness (the residuals after accounting for area and maximum elevation) shows a significant negative partial correlation coefficient (p = 0.013; Fig. 1) with the introduced species residuals, although the explained

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Fig. 1. A visualization of the negative partial correlation between log introduced bird species numbers and the log of native bird species numbers after partialling out variation in log area and square root elevation. The regression line is shown: Y = 4).298 * X; R2= 0-083; p = 0-013. variance is quite low (about 8.3%). Much more important is the number of extinct species, which is the only independent variable entered into a stepwise regression model, and which correlates positively with the residuals of introduced species number. The same result emerges for both forward and backward stepwise regressions and the regression is highly significant (p <0.0001), explaining 43-4% of the variance (Table 4(a)). Thus nearly half the variation in introduced species richness (controlling for island area and elevation) is explained by the number of extinct native species in the avifauna. A rich native bird fauna p e r se, however, does not seem to hinder the success and persistence of exotic birds after controlling for island area, elevation and extinct native species. An alternative stepwise multiple regression technique is to ignore any a priori expectations about potential affects of island area and elevation on species number. Now the log of introduced species number (rather than the residuals of this variable after accounting for area and elevation) is used as the dependent variable and area and elevation are included as dependent variables in a stepwise regression along with the remaining variables in Table 1. The stepwise regression in the forward direction first adds extinct native species number as the most significant independent variable, and it alone

Table 3. Correlation matrix for variables in Table 1

Log extinctions Log introduc. Sqrt elev. Log area Human settlement Mammal cat. Log natives

Log extinctions

Log introduc.

Sqrt elev.

Log area

Human

Mammal cat.

Log natives

1-000

0.664 1-000

0.125 0-216 1-000

0.046 0.216 0-710 1.000

0.171 0-188 0.187 0.408 1.000

4)-070 0.029 0.394 0-673 0-473 1.000

4). 154 0.030 0.494 0.823 0-413 0.686 1.000

Coefficients greater in absolute value than 0-230 are significant at p -- 0.05. Coefficients greater than 0.302 are significant at p = 0.01.

Introductions and extinctions of birds

77

Table 4. Stepwise regression models using the variables in Table 1 to account for variation across locations in the number of exotic or extinct native bird species

(a) Dependent variable: Residuals of log introduced species number after being regressed against log area and sq. root of maximum elevation Total d.f.: 69 R2:0-444 Variable Intercept Log extinctions

p-value <0.0001 Coefficient

Std Error

F to remove

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Variables not significant in model: native species number residuals, human settlement, predator category. (b) Dependent variable: log of introduced species number Total d.f.: 69

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p-value <0.0001

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accounts for a b o u t 44.3% o f the variance in introduced species. However, log area is also added (Table 4(b)) with a positive coefficient and the c o m b i n e d two variables a c c o u n t for 48% o f the variance in log introduced species number. This regression is highly significant (p <0.0001) and the same model is reached f r o m both f o r w a r d and b a c k w a r d stepwise procedures. I f we

repeat the analysis but only include those islands with at least one (or two) extinctions, and at least two introduced species under the assumption that those islands with very few k n o w n extinctions or introductions are simply understudied, the stepwise model enters only the n u m b e r o f extinct species and this is strongly and positively correlated with numbers o f introductions

78

T. J. Case

(d.f. -- 49 and d.f. = 32; both p <0.0001). Finally, if we screen the locations to use only those where subfossil birds are known (Table 1), the stepwise model (in both the forward and backward directions) again produces the same basic result: the number of extinct species is the only variable entered and is strongly and positively correlated with numbers of introductions (n -- 37; p <0.0007). While log transformed species numbers are used in the multiple regressions, the precise relationship between introductions and extinctions is more easily visualized by plotting their untransformed values (Fig. 2). The slope here is about 0.74, implying that on average about four extinctions have occurred for every three introduced species gained. Thus species number has on average remained roughly steady despite substantial gains and loss of species and varying degrees of habitat destruction and deterioration across locations. In the

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Fig. 2. (a) The relationship between the number of exotic and extinct native bird species for the locations in Table 1. line of equality; - - , regression line (Introduced = 3-084 + 0.742 * Extinct; R 2 -- 0-699; p < 0.0001; n -- 70). Some islands with high numbers of extinct and introduced species are labeled. (b) Same as in (a) but only those islands from Table 1 where prehistoric birds have been uncovered from fossils are included. (Introduced -- 4.135 + 0.704 * Extinct; R 2 -- 0.657; p <0.0001; n = 37).

Discussion, I will examine sources of bias in these data, e.g. the likely underestimation of extinctions. Since the number of extinctions is not significantly correlated with area (both variates log transformed, p >0-7) and the number of introductions is only marginally correlated with area (p -- 0.079, both variates log transformed), the correlation between the number of introductions and extinctions is not simply due to mutual covariation with area. If we include only those islands where there is at least one extinction, under the assumption that those islands with no extinctions are simply under-sampled, the correlation between log extinctions and log introductions is still highly significant (p <0.0001, n = 50). Similarly, including only those islands with known subfossil birds, does not substantially alter either the slope or the significance of the correlation (Fig. 2(b)).

Native extinctions Since extinctions are a reliable predictor of introductions, it is useful to explore the factors contributing to variation in the number of extinct species and rates of extinction across these locations. A stepwise regression was performed using the number of extinct species as the dependent variable (log transformed). An additional dependent variable was added to those in Table 1, the level of species endemism, i.e. the number of endemic species (extant natives including those historically extinct that are endemic at the species level to the location) divided by the total number of native species. The most significant variable explaining the number of extinct species for Table 1 locations is the number of introduced species (Table 4(c)) attesting to the tight and reciprocal relationship between extinctions and introductions. The stepwise model next entered the level of endemism (square root transformation) with a positive affect on extinction; this two-variable model explains 51% of the variance in the number of extinctions across islands. A backward regression yielded the same final model. I next limited the analysis to only those islands with at least one extinction and one introduction. This reduces the sample size to 47 but improves homoscedasticity; the resulting regression model enters only the number of introduced species, which explains 37% of the variance (t9 <0.0001). Screening the locations to include only those where some subfossil birds are known (Table 1, asterisked locations eliminated) reduces the sample size to 36 locations, and returns endemism to significance with introduced species (p = 0-0004; R 2 = 0-376). The proportion o f extinct native species in the avifauna (i.e. No. all extinct species / [No. all extinct + No. extant species]) is a variate of interest since it tells us something about relative extinction rates between locations. I eliminate those islands with no extinctions and no extant native species, and then apply a square root transformation to the proportion of extinct species in the remaining locations. The proportion o f extinct

Introductions and extinctions of birds species for this sample of locations is negatively correlated with area (Fig. 3(a)). A non-parametric Kendall rank correlation also finds that area and the proportion of extinct species are inversely correlated across the entire set of locations (p -- 0.0081). A stepwise regression using the proportion extinct for the reduced island set as the dependent variable first enters area (with a negative coefficient), then introduced species number (positive coefficient), and finally the number of endemic species enters with a positive coefficient (percent endemism is not used here since its demominator, native species number, is the same as the denominator of the dependent variable creating the potential for spurious correlation). This model explains 66% of the explained variance (Table 4(d)). (Note that native species number was excluded as a candidate for consideration since it is in the denominator o f the dependent variable). The same set of three independent variables also are included by stepwise regressions applied to only those islands where some subfossil birds are known (n = 36; R 2 -- 0.610). Similarly, for this set of

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islands, the relationship between percent extinct natives vs only log area is also tighter (Fig. 3(b); R 2 = 0.407 compared to the set of islands in Fig. 3(a) that includes some without prehistoric bird discoveries). Introduction success and failure

One obvious factor that may influence success is simply the number of introduction attempts, since clearly there can only be a few introduced species in the avifauna of today if only a few species were introduced. I first examine the relationship between the number of introduction successes (i.e. the number of extant breeding introduced or self-introduced species in the avifauna today) and the number of failures across locations, then I search for those variables that best explain variation in the relative success rate (defined below). A positive relationship between successes and failures would indicate that areas with high numbers of introduced species owe their success, in part, simply to more persistent introduction activities: success will be positively correlated with failures, if successes come through repeated attempts and thus also repeated failures. Alternatively, successes and failures would be negatively correlated if site-specific factors involving characteristics o f the biota or consistent differences in release methods govern overall success. For example, we would expect communities that intrinsically repel invaders to have both low established numbers o f introductions and high numbers of failures. This pattern would also be expected if some acclimatization societies were consistently more diligent about the introduction or release methods; these places might have low failures and high success relative to other areas. The relationship between introduction success and failure for the sites in Table 2 is shown in Fig. 4; it is significantly positive (p <0.006; R 2 = 0.32), suggesting that generally successes come with repeated failures, but the high degree of scatter also points to other factors that must also be influencing success and failure (and possibly recording errors). 1.~

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introduced exotic birds and the number of failures for the locations in Table 2. The regression line is shown (log successes = 0-735 + 0-299 * log failures; R2 -- 0-322; p = 0-0059).

80

T . J . Case

What other dependent variables in Table 1 best explain the variation in introduction success between locations? We desire some measure of success that is independent of the number of introduction attempts. Since success rate (column B of Table 2) contains introduction attempts in its denominator, the two variables are not statistically independent. I use instead the residuals from the regression in Fig. 4, which represent a measure of relative success rate. They are used as the dependent variable in a stepwise regression with candidate independent variables: extant natives, extinct natives, area, maximum elevation, and mammal predator category, each suitably transformed for normality. The only variable that is Significantly correlated with relative success rate is the number of extinctions (log transformed; Fig. 5). A non-parametric Kendall rank correlation supports the significance of this correlation (p = 0.039). In summary, the number of successfully introduced species increases with the number of failures and the relative success to failure rate increases with the number of extinct native species. These results are consistent with Elton's (1958) idea that habitat disturbance increases invasion success but does not support his contention that species-rich locations, in and of themselves, repel invaders.

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Both on the basis o f numerical abundance and species number, human-modified (or non-native) habitats contain a greater proportion of exotic birds than do native forest habitats (Fig. 6). Moreover, the local number of exotic species observed in surveys and the regional number o f exotic species in the avifauna are highly correlated in the two most common habitat types (Fig. 7(a)). (There are too few surveys in secondary growth habitats and exotic forest habitats to determine their separate relationships.) The numerical abundance of exotic birds relative to native birds also increases with the overall island's exotic bird species number (Fig. 7(b)).

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Fig. 6. The proportion of individuals (A) and species (B) that are exotic or native in the four different habitat types surveyed across a range of sites on several Pacific locations. The numbers over the bars are the number of sites in each habitat category. A one-factor ANOVA performed on the angular transformation of these proportions shows that habitat significantly affects the proportion of exotic birds in the different habitats. Not too surprisingly the number of native species observed in local surveys is positively correlated with the number of native species on the island in both urban/suburban and native forest habitats (p <0.0001, Fig. 8(a)). The proportion of individuals in local surveys that belong to native bird species increases with native species number (Fig. 8(b); p <0.02 for both habitat types). More germane to Elton's hypothesis, the number of exotic bird species in point surveys significantly declines with the number of native species present in these surveys in both habitat types (Fig. 9, urban!suburban, p <0-0001; native forest, p <0-001). Since the number of native species in point censuses is highly correlated with the number of native species in the island avifauna, it is difficult to disentangle the relative effect that the regional species pool and habitat clearing, compared to local factors, might be playing in producing the negative relationship between natives and exotics in the point surveys.

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Fig. 8. (a) The relationship between the number of native species in local point surveys and the regional number of extant native species on the island/archipelago (urban/suburban habitats: R 2 = 0-536, p <0.0001); native forest: R 2= 0.515, p < 0-0001). (b) The relationship between the proportion of native individuals in local point surveys and the regional number of extant native species on the island/ archipelago (urban/suburban: R 2 = 0.259, p = 0-0155; native f o r e s t : R 2 = 0.306, p = 0-011).

Are regional effects important even after accounting for local site-specific variables? To answer this I regressed the local species number of exotics against the local number of native species across all sites (both variables log transformed). I saved the residuals from this regression, averaged them across all sites within each island/region and then performed a multiple regression using the averaged residuals as the dependent variable and island/region species number for exotics and natives as the independent variables (again log transformed). In this regression there is thus only a single point per island/region to avoid pseudoreplication. This was repeated separately for non-native and native habitats. Finally, this process was repeated beginning with the regression of the local proportion of exotic individuals in each census (with an angular transformation) as the dependent variable and the local

native species number and exotic species number as independent variables in a stepwise multiple regression. Again residuals were saved and averaged for each island/region and then entered as the dependent variable in the regional regression analysis. The results are summarized in Table 5. Regardless of habitat type, exotic species number is negatively related to the number of native species in the points censuses. After accounting for this variation, the residuals in exotic species number are further positively related to exotic species number for the entire island/region. In both forest habitats and man-modified habitats, the proportion of exotic individuals in surveys is negatively related to the number of native species present in the survey and positively related to the number of exotic species. Regional species numbers did not significantly correlate with the average residuals from these regressions.

82

T. J. Case



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As for my personal surveys these surveys obtained from the literature also reveal a higher number (and proportion) of exotic species in human-modified habitats than in native forest (Fig. 10). New Zealand has substantially more exotic species in its avifauna than Australia and this leads to higher numbers of exotic species being present in point surveys in both native forest and modified habitats (Fig. 10). A two-factor A N O V A based on the results shown in Fig. 10 finds a significant location effect (i.e. more exotic species in New Zealand than Australia; p <0.0001) and significant habitat affect (p <0.0001), but the interaction term is not significant. Similarly, a two-factor A N O V A based on native species number in the literature surveys finds

significantly more native species in point surveys in Australia than in New Zealand (p <0-0001) and significantly more natives in native forest habitat compared to human-modified habitats (p <0.0001) but no significant interaction term (p >0.9). As for my surveys, the number of exotic species is strongly negatively correlated with the number of native species present in point surveys in both habitat types (Fig. 11; p = 0.0002 for native forest and p <0.0001 for modified habitats). For the New Zealand surveys (but not the Australian studies), the authors often supplied estimates of the density of individuals in the study area. The total number of exotic birds is positively correlated with the number of exotic species present in the survey for both habitat types (Fig. 12(a)). The number of exotic individuals is negatively correlated with the number of native species in modified habitats but not significantly so in native forest (Fig. 12(b)). A multiple stepwise regression with the log of exotic individuals as the dependent variable found that only the number of exotic species entered into the model for both habitat types. Thus the statistical significance of the negative relationship between the number of exotic birds and the number of native species in point surveys disappears once between-site variation in exotic species number is accounted for. This suggests that even in fixed habitat types exotic species and native species are negatively associated across sites, but that those natives that are present in a site are not affecting the numerical abundance of exotics very much. The number of native individuals is not significantly correlated with either the number of native species or the number of exotic species in point surveys in either habitat type (not shown). Similarly the number of native individuals is not correlated with the number of exotic individuals in either

Table 5. A summary of stepwise multiple regression results separating the independent variables into likely regional effects and local effects

The sign of the coefficient (positive or negative) is indicated with the statistical significance level by the number of asterisks. * p = 0-05 0.01, ** <0.01 and >0-001, *** <0.001 and > 0.0001, **** <0.0001. The box outlines those cells where local interspecific competition between natives and exotics might be expected to yield negative signs. The regional variables are regressed against the average residuals (over all sites within a region) from the regression involving only the local variables at each site. NA, not applicable. All non-native habitats Dependent variable

Regional variables (Species source pools and broad habitat alteration) Local variables (Possible competitve interactions and habitat variation)

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Regional patterns This review finds two particularly intriguing results. First, I find a strong correlation between the number of bird species that have successfully been introduced to an island (as well as the relative success rate) and the number of known extinctions of indigenous species in historical and aboriginal times, such that the number of exotic species gained is close to the number of species lost through extinction. Indeed the correlation between introductions and extinctions accounts for 70% of the variance in introduced species number (for untrans-

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Fig. I1. The negative relationship between the number of exotic species found in point surveys and the corresponding number of native species for Australian and New Zealand sites gleaned from the literature (modified habitats: R 2 : 0 " 4 4 4 , p <0.0001; native forest: R 2 = 0.394, p = 0-0002)•

formed variables; 45% for transformed variables). The second result is that invasion success does not decline significantly with the richness of the native avifauna nor the variety of potential mammalian predators once between-site variation in extinctions and island area are accounted for. This latter result contrasts with the pattern seen for reptiles on much the same set of locations analysed here for birds. Case and Bolger (1991) found that native reptile species number had a highly significant negative partial correlation coefficient with introduced species number. After updating these data for recent discoveries and taxonomic revisions and including information on the numbers of extinct reptile species and human settlement patterns (not considered in the original paper), I find that island area (with a positive coefficient) and native species number (with a negative coefficient ) are the only significant variables explaining the numbers of introduced reptiles across islands (and USA and Australia) in a stepwise regression model. However, the number of reptilian extinctions is poorly known for most of these island locals (see Case et al., 1992) and the explained variance of the model is only about 15%, much less than that for birds. Native species number may play a larger role in reptiles than in birds in preventing exotic success and persistence because exotic and native reptile species seem to share habitats more frequently than do exotic and native birds (Case & Bolger, 1991; Losos et al., 1993).

The rough substitution of extinctions by introductions We should probably not interpret too much into the slope of the relationship between species gains and losses, which is about 0-75. While the equilibrium theory of island biogeography (MacArthur & Wilson, 1967) posits a close relationship between species colonizations and extinctions, this expectation is based on islands that are receiving natural immigrants and not

84

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log number of native species

Fig. 12. The relationship between the numbers of exotic individuals in point surveys and the number of exotic species (a) and the number of native species (b) present in the New Zealand/Australian region. (a) Modified habitats: R 2 = 0-847, p = 0.047, p <0.0001; native forest: R 2 = 0.312, p = 0.047. (b) Modified habitats: R 2 = 0.577, p -- 0-0002; native forest: R 2 - - 0-092, p = 0-314. Even though the total number of exotic bird individuals declines as the number of native species increases in modified habitats (but not native forest; (b)) the positive effect of exotic species number on exotic individuals is stronger (a) and when both variables are available in a stepwise regression, only exotic species number is entered into the model (see text).

simultaneously undergoing major habitat alteration. When these conditions are added, the equilibrium theory can predict numbers of extinctions very different from the number of colonizations. Consider the classical thought experiment suggested by Preston (1962) of dividing an island into two equal but now isolated halves. Since the number of species usually scales with area raised to a power of about 0.25; halving area results in only about a 16% loss in species number (i.e. 1 - 0.5°25). If we deforest half an island and if all of the native species cannot tolerate this new open habitat, then over time extinctions should eliminate about 16% of the native species. Now we introduce new bird species that can only occupy these new open habitats. Call the original number of species S; then

when disturbed habitats are saturated with new exotic species, we will have approximately 0.84 S exotic species living in disturbed habitats plus 0-84 S native species living in native forest habitats; the total number of species island-wide is about 68% (= 2 × 0.84 × 100) greater than before half the island was deforested. For this scenario, at equilibrium the gain in exotics far outnumbers the loss of natives from extinction. On the other hand, if exotics and natives showed no differential habitat preferences, then at equilibrium the number of gains and losses are expected to be equal preserving the total number of species before and after deforestation. With intermediate habitat sharing of exotics and native species, and with some islands experiencing more habitat conversion than others, and predators potentially reducing carrying capacities for both exotics and natives, and islands probably not close to equilibrium with respect to their recent and ongoing habitat alterations, the expected relationship between gains and losses cannot be deduced. We should therefore take the observed slope of 0.74 as an empirical observation for this taxon and group of islands at this time, but expect no general canonical properties. Since several island groups probably have many more extinct species waiting to be discovered, the slope could decrease. Avifaunas with high levels of endemism have experienced relatively more extinctions for this broad set of islands matching the pattern found by McDowall (1969) for New Zealand birds. McDowall found that 37% of the endemic New Zealand birds are now extinct but only 6% of the native but non-endemic species. Moreover, he found a tight relationship between the degree of endemism and the propensity for extinction. Elsewhere (Case, in prep.), I show that there is a high correlation across locations in the endemism levels of extant and extinct species, and endemism levels in land birds are correlated to those of land reptiles. Endemic reptiles on m a n y islands are also more extinction- (and extirpation-) prone than non-endemic species (Case et al., 1992) and the same pattern appears to be generally true for land birds (McDowall, 1969; Johnson & Stattersfield, 1990; Steadman, 1991; Adler, 1992). Another contributing factor to the apparent vulnerability of island endemics could be the lack of recolonization sources. When a population of non-endemics or regional endemics becomes locally extinct on an island, the island can potentially be recolonized from individuals still surviving on other nearby islands. For a single-island endemic, however, extirpation and extinction are equivalent. One consequence of the rough substitution of exotics for natives and particularly endemic natives is that in the calculation of log species-log area relationships for the islands in Table 1, the explained variance (72-1%) is greater when the extant native species number is added to the islands' extinct native species and the total species number is used as the dependent variable compared to when either species set is regressed alone

Introductions and extinctions o f birds

(R 2 = 66.6% for extant natives alone and R 2 = 0.2% for extinct natives alone). Similarly, when the extant natives are added to the introduced species component, log area again explains 72% of the variance. Cause and effect: extinctions and introductions Most avian extinctions occurred prior to the majority of species introductions in most locations. For the set of locations in Table 1, there are 139 extinctions since the approximate year 1600 and 231 prehistorical late Holocene extinctions. At least half of the historical extinctions also probably occurred before the establishment of introduced species through the efforts of acclimatization societies in the mid to late 1800s. This temporal sequence indicates that most native avian extinctions are not directly caused by competition with introduced species, although some could be. The native extinctions, whether in prehistory or in more recent periods, are for the most part traceable to human activities including hunting, habitat destruction and the introduction of exotic predators or large herbivores that disrupt habitats (for birds: Simberloff, 1981, 1990; Cassels, 1984; Diamond, 1984; Olson & James, 1984; Ebenhard, 1988; Holdaway, 1989; Olson, 1989; Steadman, 1989b; and in reptiles: Case et al., 1992; Henderson, 1992; North et al., 1994). The idea that these native extinctions might cause vacant niches for the introduced species is difficult to reconcile with the fact that there are few clear ecological replacements in the two species sets. For example, In New Zealand giant moas are lost while smaller thrushes and finches are gained; Hawaii experienced a loss of many ducks, geese, raptors, rails and forest nectar feeders but a gain of mostly small seed and insect eaters of open habitats. Worldwide, many endemic rails have become extinct but rails or species with ecological niches like rails are not generally gained through introductions. It must be remembered, however, that direct biotic interactions like predation, interference competition, and parasitism are easier to see and therefore it is easier to establish proof of their importance. Competition for food is not a direct interaction between two competitors but is only manifested through the dynamic consequences on other species: the resources. The level of proof needed to demonstrate exploitation competition is burdensome (Petren & Case, 1996). Thus, with exploitation competition we have the double difficulty of first demonstrating that it is an important force in present-day communities, and secondly connecting its occurrence to patterns at the biogeographic scale. An alternative explanation for the correlation is based on the fact that native birds are usually more common, if not restricted, to native habitats while introduced birds are primary occupants of disturbed and open habitats (Figs 6 and 10, see also Temple, t981; Moulton & Pimm, 1983; Holdaway, 1990). Temple (1981) notes that almost all of the remaining indigenous birds in the Indian Ocean are obligate forest-inhabiting

85

species and Holdaway (1990) attributes the high extinction rate on New Zealand before European settlement to the removal of forest (particularly dry forest). Hawaiian native passerines rarely are seen outside native forest habitats (Richardson & Bowles, 1964; Scott et al., 1986) but the richer avifaunas on Fiji and or New Guinea have a complement of species that frequent clearings, forest edge, and secondary growth as for most mainland native avifaunas (Pearson, 1977; Watling, 1983). As more of an island's area is converted to urban, agricultural and disturbed habitats or altered through the introduction of herbivores and exotic predators, most natives lose good living space while most introduced birds that frequent open and disturbed areas and have evolved in predator-rich areas gain habitat. All else being equal, small populations are more vulnerable than large ones (MacArthur & Wilson, 1967; Leigh, 1981; Goodman, 1987) and extinctions rates, where measured, generally increase with decreases in habitat area (Diamond, 1984; Case & Cody, 1987; Soul6 et al., 1998; Bolger et al., 1991). Beginning in aboriginal times, the conversion of native habitats, particularly at lower elevations, to disturbed habitats simultaneously enhanced the success and persistence of introduced species, while decreasing population sizes and increasing extinction rates of native species. Thus habitat conversion and deterioration alone could produce a correlation between the number of extinct natives and the number of introduced species even without any direct cause or effect between birds in these two groups. Probably adding to the scatter in this relationship are differences between regions in the degree of European exploitation and relish for introducing exotic bird species. Madagascar has lost around 85% of its native habitats (Jolly et al., 1984) and at present has lost 13 native bird species and at least 13 of the 75 native mammal species (approximately 17°/,, of the native fauna; Jolly et al., 1984) yet it never had an organized acclimatization society introducing exotic birds and today it harbors only three naturalized exotic species (rock dove, common myna, and house sparrow). At the other extreme are small very isolated islands like Easter, or the Chagos group that had no or very few native land bird species to begin with. Here the number of extinctions must be zero or small, yet when humans broke the isolation barrier by introducing exotic birds some of them were successful. Still other deviations from the correlation in Fig. 2 may be due to incomplete fossil and subfossil discovery. While the level of habitat deterioration in Fiji, Vanuatu, and most of the Solomons is mild relative to Hawaii or Tahiti, it also seems likely that these places may have had more prehistoric extinctions than are presently known judging from the ever-expanding number of extinct forms found elsewhere in the Pacific (Olson, 1984, 1989; Olson & James, 1984; Steadman, 1989b, 1991, 1992; Steadman et al., 1990, 1994; Pimm et al., 1994). The absence of

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T. J. Case

described prehistoric extinctions in places like the Seychelles, Comoros, Azores, and Cape Verde Islands is simply because as yet there has been little attempt to search for them (Olson, 1984). Australia is another exception with a plethora of introduced species but only a single known extinction, the historically extinct paradise parrot. Additional extinct forms are known from the Pleistocene in Australia but none from the Holocene, although again one suspects that there may be many extinctions yet to be discovered (Pimm et al., 1994). Thus the species numbers compiled here should be thought of as dynamic, subject to change by taxonomic revisions, new discoveries of extinct and extant forms, rediscoveries of species thought to have been extinct, and new introductions and invasions of exotics. Since I first assembled this data set over 10 years ago, many revisions and discoveries have required its continual amendment; yet the relationship between introductions and extinctions has increased with these new developments rather than weakened. For example, Easter Island has four successful introductions but until recently, no known extinctions and no extant native land birds. Steadman et al. (1994) recently reported six subfossil extinct land birds that probably became extinct after human contact. In the analysis above, when I subjected the data to various screens, excluding locations where no prehistoric birds had been described, or eliminating locations with no extinctions or introductions, conclusions were unaffected and probability levels stayed the same or even increased in some comparisons in spite of lower sample size. Other factors influencing introduction success Other factors influence both the immediate success and persistence of introduced species populations. A strong correlation exists between the number of successes and failures across the islands in Table 2, attesting to the role of persistent acclimatization societies in increasing species numbers despite high failure rates. Similarly, even after controlling for avian extinctions, and all other independent variables in Table 1 and 2, island area correlates positively with introduced species number. While significant, the effect of island area on exotic species number is weak and is not a significant correlate of relative success rate, possibly because island area can both help and hurt exotic success at different stages. In the early stages of the release of exotic birds, a large area will allow birds to disperse long distances from the release sites, diluting the initial release number over space and potentially making it more difficult for the released birds to find mates. Yet, if the birds successively pass this hurdle and their numbers grow, then a wealth of theory suggests that larger areas will allow larger absolute asymptotic population sizes, which in turn will increase the likelihood of the population's long-term persistence (Leigh, 1981; Diamond, 1984; Case & Cody, 1987; Goodman, 1987).

The number of native extinctions seems to be integrating the amount of native habitat loss, with the absolute area of the island, and the deterioration of remaining native habitat through the intrusion of exotic predators, herbivores, and parasites (van Riper et al., 1986; Atkinson, 1989). For example, both Hawaii and the USA have lost about 60% of native forest since human contact, but Hawaii has lost around 60% of its land birds while the continental USA has lost about 1%. Here any attempt to explain the differences in extinction rates to specific biotic interactions are complicated by the vast difference in area between Hawaii and the USA, which alone will have a moderating affect on extinction rates (Richman et al., 1988). New Zealand and Great Britain are more similar in size but Britain is a land-bridge island with a richer avifauna and a diverse set of native predators. New Zealand has lost about 70% of its native forests since human contact while Great Britain has lost 93% in about the last 5000 years (King, 1984). Since human contact about 40% of the land and freshwater birds of New Zealand have become extinct but only 3°/,, of those in Great Britain (King, 1984 and Table 1). About one-third of the extinct New Zealand birds are various species of moas, most very large in body size and hunted for food by native Maoris. King (1984) ascribes additional losses in New Zealand birds to both habitat conversion and introduced ferrets, stoats, weasels, cats, and rats. The variety of predators is not a significant correlate of the number of introductions or their relative success rate for the large set of islands studied here (Table 4 and the results from Table 2). Of course, my categorization of predation is arbitrary and may not capture the true predation risk for most birds in these various locations. I have experimented with different weighting schemes, for example weighting exotic predators higher than native predators, without any substantial affect on the conclusion, at least with respect to introduced species Success.

Native bird species without an evolutionary exposure to exotic predators appear more vulnerable to exotic predators than their exotic counterparts (Atkinson, 1985; Engbring & Fritts, 1988). Atkinson (1985) has found that on islands with native rodents or land crabs introduced rats have caused fewer bird extinctions than on islands that were previously predator-free. Presumably bird species on islands with native predators have evolved effective predator escape behaviors that enable them to evade the introduced rats or perhaps life history features which allow populations to persist in spite of high mortality. Because most introduced species come originally from predator-rich continental areas, they may be less susceptible to introduced predators than endemic predator-naive species. The presence of exotic predators (and parasites) might even enhance the success of introduced species compared to predator-free islands by moderating the competitive impact of natives on the less susceptible exotics.

Introductions and extinctions o f birds

Habitat distributions and local diversity While I find little support for the notion that rich avifaunas in themselves repel the establishment of avian invaders at the level of whole islands or archipelagoes, interactions between established exotics and natives may be influencing habitat distributions of species in both sets within islands. One possible explanation for the striking inverse relationship between introduced species number and relative abundance and native species number and relative abundance is that local competition between species in these two sets limits their distribution and abundance. Alternatively sites may vary in subtle habitat features at the local and at the landscape scale; exotics and natives may be tracking these habitat features differentially such that sites that are favorable for exotics are unfavorable for natives. Since most native birds in the Tropical Pacific are primarily birds of closed canopy while most introduced species are birds of more open habitats, the bird species sets and their abundances might be expected to vary inversely across a range of habitats from open to closed. While all sites are categorized according to floral and vegetation characters, urban/suburban sites still differ in the proportion of native vs exotic plantings around houses and other buildings. Green (1984) found that the total amount of native vegetation at a site was the most influential factor governing the number of both native birds (with a positive affect) and exotic birds (with a negative affect) in suburban habitats around Melbourne. Similarly, native forests probably differ in subtle ways by the actions of exotic mammals and insects. Probably even more important than local habitat differences, forest sites will vary in important landscape-level features (like patterns of fragmentation and edge effects) that influence their access to exotics and the long-term persistence of exotic and native subpopulations within a larger metapopulation. Some forest sites are simply subsections of continuous native forests while others are smaller forest fragments surrounded by disturbed habitats that harbor more exotic birds (Askins et al., 1987). Such near-by reservoirs of exotics might spill over to these forest fragments (Smallwood, 1994). Similarly, small landscape patches of urban/suburban habitats imbedded in relatively undisturbed forest might be expected to harbor fewer exotic and more native birds than sites located in expansive human-modified open habitat. In this matter, local species diversity is responding to local factors in the form of competitive interactions and/or habitat variation, but also to regional and historical processes affecting the diversity of the source pool and the overall pattern of landscape alteration (Askins et al., 1987; Ricklefs & Schluter, 1993; Smallwood, 1994). Table 5 and Fig. 10 indicate that point (or alpha) diversity, whether in non-native habitats or native forest, is responding to both regional and local species variables.

87

Diamond and Veitch (1981) concluded from their study of the exotic and native birds in New Zealand that extinctions of native birds were not caused by competition from exotics but rather from habitat destruction, hunting, and introduced predators. Forest alteration by browsing and logging as well as a lack of competition from native birds may have then allowed the exotics to penetrate into forest habitats. It was impossible for them to assess the relative importance of these two factors. The conclusions of Mountainspring and Scott (1985), and Scott et al. (1986) for the Hawaiian situation are not dissimilar. To distinguish between these two hypotheses to explain the differential penetrance of exotics into forest habitats, i.e. diffuse competition between natives and exotics, on the one hand, and differential responses of natives and exotics to habitat and landscape alterations on the other, controlled experiments are needed with careful attention to matching habitat features at both the local and landscape scale. The two hypotheses are not mutually exclusive and both may be operating to varying degrees in different locations.

Native species in non-native habitats Why do these various locations differ so strikingly in the numbers of native species that colonize urban/suburban habitats? In species-rich areas like North America or Australia, with much habitat diversity, the native avifauna contains species adapted to the variety of available habitats. Urban/suburban habitats contain native plant species as well as exotic introductions and the avifauna is similarly heterogeneous. A small book devoted to the common birds of urban Melbourne lists 35 species of native passerines and eight exotics that the lay person could commonly observe around the city (Reid et al., 1971). The ability of native species to occupy urban/suburban habitats where they coexist with exotics is typical for other continental avifaunas (Califomia: Vale & Vale, 1976; South Africa: Brooke et al., 1986; Newman, 1993; West Africa: Winterbottom, 1933; Malay penninsula: McClure, 1961; Ward, 1968; India: Beehler et al., 1987) and those on very large islands (New Guinea: Bell 1986; Cuba: Pozas & Balat, 1981). Because of their remoteness and small size, islands typically have fewer native species than continents (MacArthur & Wilson, 1967). Smaller land masses in tropical areas also have less habitat diversity for two reasons, area and maximum elevation are positivley correlated (see Table 3). Islands with taller peaks generally have greater topographic diversity. Also tall massive mountains create strong windward vs leeward regional differences in climate on an island. Leeward habitats are generally more arid and more open. Consequently, small islands seem to contain proportionally fewer bird species that are pre-adapted to the generally open habitats associated with urbanization and agriculture but it is these species that are most likely colonists of urban/suburban habitats (Bell, 1986). Bell found that only about 3.2%-4.8% (depending on the city) of

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T.J. Case

New Guinea rainforest bird species have colonized urban areas of Papua New Guinea. While a much greater proportion of native savannah and forest edge species also occupy urban areas, Additionally, lowland habitats, where most urban centers are concentrated, have been particularly decimated on m a n y islands (Pernetta & Watling, 1979; Olson & James, 1982; Moulton & Pimm, 1983). Consequently, compared to higher elevation forest birds, few native lowland species are left in lowland disturbed habitats to have a potential share in lowland towns and cities with introduced species. In short, smaller, flatter, islands with greater lowland habitat destruction and urbanization have fewer potential native species to colonize urban centers. This pattern comes into sharper focus by a contrast between Fiji, Hawaii, and the Societies. Although similar in overall land mass, Kauai and Tahiti have experienced more extinctions and habitat destruction than has Viti Levu in Fiji. T o d a y on Viti Levu twelve native species (representing 44% of the total native species of passerines and doves) commonly make use of disturbed modified habitats (Table 6). In Kauai and Tahiti native passerines and doves are essentially restricted to upland native forest. The overall dissimilarity of the avifaunas

in native and non-native habitats can be quantified using the dissimilarity measure z of Preston (1962): xl/: + yl/: = 1

(1)

where x is the fraction of total species number that is found in native habitats and y the fraction found in non-native habitats. If z = 1, its limiting value at one end of its range, the faunas are completely dissimilar. As z approaches zero, at the other extreme, there is no dissimilarity. Because no closed form analytic solution for z exists, Preston (1962) provides a table for its solution. The values of z increase from Fiji to Tahiti. This quantifies the observation that habitat sharing of native and exotic birds is generally greater in areas with larger native avifaunas that have not suffered as extensive a loss of lowland habitats and their indigenous bird species. Bird species numbers in each habitat type are probably not yet in equilibrium for their area and degree of habitat conversion. This latter result was also seen by Bell (1986) who compared historical bird surveys to present-day results in New Guinea urban areas. Birds were gradually adjusting to new habitat formation and species occurrences did not appear to have reached an equilibrium.

Table 6. Habitat distributions of passerines and eolumbiformes relative to native and non-native habitats on three Pacific islands

The number of species (and % of total species in the row heading) is given for each cell. The value of = is Preston's measure of the dissimilarity of two faunas, here applied to birds of native and non-native habitats (see text). (a) Fiji - - Viti Levu (from Watling (1982) and personal surveys) Extant native species = 27

Native species Exotic species

Introd. species = 8

Species in only native habitats

Species in native and non-native habitats

Species only in non-native habitats

14/52%

12/44% 3/43%

1/4% 5/57%

0/0%

z = 0.44. (b) Hawaii - - Kauai (from Scott et al. (1986); Richardson & Bowles (1964) and personal surveys) Extant native species = 13

Native species Exotic species

Introd. species = 17

Species in only native habitats

Species in native and non-native habitats

Species only in non-native habitats

13t100% 0/0%

010% 9•53%

0t0% 8/47%

= 0.612. (c) Societies - - Tahiti (from Thibault & Rives (1975) and personal surveys) Extant native species = 5

Native species Exotic species

Introd. species = 9

Species in only native habitats

Species in native and non-native habitats

Species only in non-native habitats

4/80% 0/0%

1/20% 2/22%

0/0% 7/78%

z = 0.72.

Introductions and ext&ctions o f birds

Is there an asymmetry in the interactions between exotics and natives? If present-day interspecific competition is contributing to a redistribution of natives and exotic species across habitats, then the results of Table 5 suggest that exotics may be hindering native expansion into non-native habitats more than natives are preventing exotics from penetrating native habitats. The negative associations between natives and exotics are stronger in non-native habitats compared to native forest, but sample sizes are also larger giving more power to the comparision. Moreover, this conclusion is not supported by the results from New Zealand/ Australian surveys where the abundance of native birds has been more rigorously measured. Here native bird abundance is not significantly affected by either the number of exotic species or their summed numerical density in either native or non-native habitats. Yet, the abundance and diversity of exotics in Australia and New Zealand declines sharply with the number of native bird species, at least in non-native habitats (Fig. 12(b)). This last effect disappears in a stepwise regression, since native species number is not a significant variable accounting for variation in exotic abundance or diversity once the local number of exotic species is entered into the equation. In sum these results suggest that habitat variation and the regional source pools of exotics and natives provide additional explanatory power in accounting for local diversity and abundance patterns. Still caution is urged; more detailed species-specific studies are needed that compared the same exotic species in places that vary in their numbers and types of competitors and predators. C O N C L U S I O N S AND F U T U R E D I R E C T I O N S All in all, about half the variance between islands in their numbers of successfully and unsuccessfully introduced species can be accounted for by recipient sitespecific variables; the most important correlate of success is the number of native species extinctions, which reflects the degree of human activity and habitat destruction and deterioration through intrusions of exotic predators, herbivores, and parasites. Presumably some of the remaining variation can be explained by individual differences between the sets of species introduced from place to place, idiosyncrasies in the individual methods of introduction for different species, other site specific factors not included in this analysis, and truly stochastic factors affecting the establishment and persistence of exotic species. All of these factors have been shown to affect introduction success in birds and other vertebrates (Hengeveld, 1989; Pimm, 1991). Many of the same species that have been introduced successfully to one place have also been successfully introduced to others around the globe (Simberloff & Boecklen, 1991), while the losses of island birds from extirpation seem to have disproportionately fallen on endemic species. Consequently, while species numbers

89

on islands are generally staying similar through gains of exotics balancing losses of natives, worldwide the total number of bird species has declined and avifaunas are losing and continue to lose their regional distinctions. In local surveys the relative abundance of exotic birds compared to native birds is affected by habitat (non-native habitats have more exotics) and also by the numbers of species of exotics and natives on the island. The island (or regional) species pool of exotic and native species, along with the island's overall degree of habitat alteration, affects the species diversity at the local scale and, in turn, the relative abundance of exotic birds and native birds in native and non-native habitats. The relative importance of biotic interactions (like competition, apparent competition through differential disease transmission or susceptibility, and predation) in shaping the abundance and habitat affinities of exotics and native species, can be difficult to unravel when regional affects are so important. Future studies will gain more mechanistic insights by focusing on a few exotic and native species and comparing their habitat distributions across a number of different archipelagoes, similar in climate and habitat but differing in native species composition and the level of habitat destruction and conversion. ACKNOWLEDGEMENTS This work was supported by the National Science Foundation (grant DEB-9220621 and BSR-9107739). I thank Mike Gilpin, Mike Moulton, Stuart Pimm, Trevor Price and David Steadman for useful insights.

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Introductions a n d extinctions o f birds

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APPENDIX 1. References to avifaunas, extinct species and avian introductions for land and freshwater birds by location

Island/mainland Aldabra

References

Watson et al. (1963); Duffey (1964); Moreau (1966); Benson (1967); Benson & Penny (1971); Hart Davis (1972); Penny (1974); Diamond (1984) Andamans/Nicobars Tikader & Das (1985); Ripley & Beehler (1989) Aruba Hummelinck (1940); Voous (1957, 1983); Pregill (1981); Olson (1984) Stonehouse (1962); Watson et al. (1963); Duffey (1964); Greenway (1967); Hart-Davis (1972) Ascension Greenway (1967); Knox (1969); Cassels (1989) Auckland Ryan (1906); Pizzey & Doyle (1980); Balmford (1981); Horton (1984); Rolls (1984) Australia Azores Bannerman (1963) Buden & Schwartz (1968); Bond (1980); Olson & Hilgartner (1982); Pregill (1982); Bahamas Olson et al. (1990); Milberg & Tyrberg (1993) Ridpath & Moreau (1966); Bannerman & Bannerman (1983) Balearic Bourne (1957); Wetmore (1960); Crowell (1962); Pregill (1981); Olson (1984); Heilprin (1889); Bermuda Lockwood & Moulton (1994) Smythies (1968) Borneo California Channel Power (1972); Jones & Diamond (1976); Diamond & Jones (1980); Milberg & Tyrberg (1993) Bannerman (1963); Smith (1965); Bacallado (1976); Baez (1992); Milberg & Tyrberg (1993) Canaries Bourne (1966); Moreau (1966); Lobin (1984, 1986) Cape Verde Loustau-Lalanne (1962); Watson et al. (1963); Stoddart (1971); Diamond (1984) Chagos Forbes (1893); Fleming (1939); Greenway (1967); Knox (1969); Cassels (1984) Chatham Watson et al. (1963) Christmas Hertlein (1963); Slud (1967) Cocos Benson (1960); Watson et al. (1963); Forbes-Watson (1969); Diamond (1984) Comoros Holyoak (1974); Steadman (1986, 1991); Pratt et al. (1987); Steadman & Kirch (1990); Milberg Cooks & Tyrberg (1993) Heinzel et al. (1972); Milberg & Tyrberg (1993) Corsica-Sardinia Paynter (1955) Cozumel Hummelinck (1940); Voous (1957, 1983); Olson (1984) Curacao Stottsberg (1956); Johnson et al. (1970); Carr (1980); Milberg & Tyrberg (1993); Steadman et Easter al. (1994) Cawkell & Hamilton (1961); Pittingill (1973); Woods (1975) Falklands Wood & Wetmore (1925,1926); Gorman (1975); Pernetta & Watling (1979); Watling (1982); Fiji Clunie (1984); Pratt et al. (1987); Steadman (1989b) Harris (1973); Olson (1984); Kramer (1984); Steadman (1986) Galapagos Ridpath & Moreau (1966); Heinzel et al. (1972); Lever (1977) Great Britain Bostic (1975); Jehl & Everett (1985) Guadalupe Mex. Caum (1933); Munro (1944); Schwartz & Schwartz (1949); Berger (1972); Moulton & Pimm (1983); Hawaii Olson & James (1982, 1984); Pratt et al. (1987); Simberloff & Boecklen (1991); Moulton (1993) Fosberg et al. (1983); Steadman & Olson (1985); Pratt et al. (1987); Milberg & Tyrberg (1993) Henderson Mittermeier (1972); Lack (1976); Bond (1980); Pregill (1981); Pregill et al. (1991); Milberg & Jamaica Tyrberg (1993) Holmes & Nash (1989) Java Skottsberg (1956); Moreau (1966) Juan Fernandez Edgar (1965); Greenway (1967); Soper (1968); Ford (1979); Pizzey & Doyle (1980); Cassals Kangaroo (1984); Newsome & Noble (1986) Edgar (1965); Greenway (1967); Soper (1968); Knox (1969) Kermadec Hindwood (1940); McKean & Hindwood (1965); Greenway (1967); Marsh & Pope (1967); Lord Howe Recher (1974) Rand (1936); Watson et al. (1963); Diamond (1984); Langrand (1990); Milberg & Tyrberg Madagascar (1993); Goodman (1994) Owen (1977a,b); Jenkins (1983); Pratt et al. (1987); Engbring & Fritts (1988); Steadman (1992) Marianas (Guam) Bruner (1972); Pratt et al. (1987); Steadman & ZarrieUo (1987); Steadman (1988); Milberg & Marquesas Tyrberg (1993)

96 Mauritius New Caledonia New Guinea New Zealand Norfolk Palau Pemba Puerto Rico Reunion Revillagigedo Rodriguez Rottnest Saint Helena Samoa Sea of Cortez Seychelles Societies (Tahiti) Solomons Sri Lanka Taiwan Tasmania Three Kings Tres Marias Trinidad Tristan de Cunha Tuamotus United States Vanuatu Wake Zanzibar General

T. J. Case

Watson et al. (1963); Greenway (1967); Bullock (1977); Diamond (1984); Cheke (1987); Simberloff (1992) Delacour (1966); Hannecart & Letocart (1983); Balouet & Olson (1989) Rand & Gilliard (1968); Diamond & Marshall (1976); Beehler et al. (1986); Bell (1986) Thomson (1922); Turbott (1961); Williams (1973); Diamond & Veitch (1981); Druett (1983); Falla et al. (1983); Cassels (1984); Wodzicki & Wright (1984); Robertson (1985) Marsh & Pope (1967); Turner et al. (1968); Holloway (1977); Schodde et al. (1985) Owen (1977a,b); Pratt et al. (1987); Engbring (1988) Moreau & Pakenham (1941); Moreau (1966) Bond (1961); Lack (1976); Philibosian & Yntema (1977); Schwartz (1978); Pregill (1981); Raffaele (1983, 1989); Milberg & Tyrberg (1993) see Rodriguez and Mauritius Jehl & Parkes (1982); Brattstrom (1990) Watson et al. (1963); Moreau (1966); Gill (1967); Diamond (1985); Cheke (1987); Simberloff (1992) Pizzey & Doyle (1980); Saunders & de Rebeira (1983) Harting (1873); Benson (1950); Haydock (1954); Ashmole (1963); Greenway (1967); Olson (1975, 1984) Watling (1982); Pratt et al. (1987); Milberg & Tyrberg (1993); Steadman (1993) Cody (1983) Vesey-Fitzgerald (1940); Watson et al. (1963); Peake (1971): Penny (1974); Diamond (1984, 1985); Lionnet (1984) Curtiss (1938); Guild (1938, 1940); Delacour (1966); Bruner (1972); Thibault & Rives (1975); Pratt et al. (1987); Waiters (1988); Steadman (1989a); Lockwood et al. (1993); Milberg & Tyrberg (1993) Wolff (1967); Diamond & Marshall (1976); Hadden (1981); Blabar (1990); Diamond (1991); Milberg & Tyrberg (1993) Phillips (1953); Henry (1971); Ridpath & Moreau (1966); Crusz (1984) Severinghaus & Blackshaw (1976) Ridpath & Moreau (1966); Williams (1974); Pizzey & Doyle (1980) Turbott & Buddle (1948); Turbott (1963); Knox (1969) Stager (1957), Grant & Cowan (1964); Nelson (1989) Ffrench (1980) Elliott (1957); Holdgate (1960) Bruner (1972); DuPont (1976); Pratt et al. (1987) Phillips (1928); Bump (1963); Mayr (1965); Bohl & Bump (1970); Scott (1987); Banks (1976, 1981); Steadman & Martin (1984) Cain & Galbraith (1957); Medway & Marshall (1975); Marshall (1976); Pickering (1981a,b); Diamond & Bregulla (1992) Greenway (1967); Owen (1977a,b); Pratt et al. (1987) Moreau & Pakenham (1941); Watson et al. (1963); Moreau (1966) King (1981); Long (1981); Atkinson (1985, 1989); Lever (1985, 1987); Johnson & Stattersfield (1990); Sibley & Monroe (1990)