Introduction
One of the many ways in which roads affect wildlife is via increased mortality from collisions with vehicles (Trombulak & Frissell, Reference Trombulak and Frissell2000; Coffin, Reference Coffin2007; Newmark, Reference Newmark2008; Laurance et al., Reference Laurance, Goosem and Laurance2009). Two key aspects need to be considered when examining the potential impact of vehicle collisions on the status of a species. Firstly, the scale of the problem needs to be assessed by determining the frequency of collisions and the factors affecting the frequency and spatial and temporal distribution of roadkill. Secondly, we need to examine the effects of road mortality on population structure and persistence.
Road ecology has made substantial progress in addressing the first issue. Numerous studies have documented patterns of wildlife–vehicle collisions across a variety of biomes (Rytwinski & Fahrig, Reference Rytwinski and Fahrig2012; van der Ree et al., Reference van der Ree, Smith and Grilo2015; Monge-Nájera, Reference Monge-Nájera2018; Krief et al., Reference Krief, Iglesias-Gonzalez, Appenzeller, Okimat, Fini and Demeneix2020). The magnitude of the problem is illustrated in a study of community-reported welfare cases involving primates along a 10-km stretch of road in a coastal resort town in Kenya. Collisions with vehicles were the single most frequent incident cause reported over a 19-year period (37% of all cases, n = 1,896), with 83% of collisions being fatal for the monkeys (Cunneyworth & Duke, Reference Cunneyworth and Duke2020). Environmental factors such as variation in rainfall can affect roadkill frequency. Some studies have reported more roadkill in wet seasons, whereas others found greater roadkill mortality in dry seasons (Jeganathan et al., Reference Jeganathan, Mudappa, Kumar and Shankar Raman2018; Njovu et al., Reference Njovu, Kisingo, Hesselberg and Eustace2019; Cunneyworth & Duke, Reference Cunneyworth and Duke2020). Fatal collisions with vehicles are more frequent on roads near and within than outside or further away from protected areas (Garrigia et al., Reference Garrigia, Santos, Montori, Richter-Boix, Franch and Llorente2012; Kioko et al., Reference Kioko, Kiffner, Jenkins and Collinson2015; Akrim et al., Reference Akrim, Mahmood, Andleeb, Hussain and Collinson2019; Njovu et al., Reference Njovu, Kisingo, Hesselberg and Eustace2019). Road type also has an effect: bigger roads with a better surface, which allow for greater speed and larger vehicles, cause greater mortality (Drews, Reference Drews1995; Caro et al., Reference Caro, Dobson, Marshall and Peres2014; Epps et al., Reference Epps, Nowak, Mutayoba, van der Ree, Smith and Grilo2015; Collinson et al., Reference Collinson, Davies-Mosert, Roxburgh and van der Ree2019a). Species vary in their susceptibility, with larger, longer-lived animals with slower life histories being particularly vulnerable to collisions (Rytwinski & Fahrig, Reference Rytwinski and Fahrig2012). Amongst primates, the degree of terrestriality can also affect roadkill risk: more arboreal species appear to be killed at greater frequency when crossing roads than species that spend more time on the ground (Cunneyworth & Duke, Reference Cunneyworth and Duke2020).
Despite the increasing literature on roadkill (Schwartz et al., Reference Schwartz, Shilling and Perkins2020), few studies have addressed the second issue, assessing the impact of road-induced mortality on population structure and persistence (e.g. Hels & Buchwald, Reference Hels and Buchwald2001). Individuals within a population can have different mortality risks. For example, Florida scrub jays Aphelocoma coerulescens breeding in territories along a major road were at greater risk of roadkill mortality than those nesting further away from roads. Within the roadside populations, this risk was highest for birds that had immigrated into these areas during the first 2 years in their new territory, whereas for birds that had been living in these areas for longer it was similar to those in non-road territories (Mumme et al., Reference Mumme, Schoech, Woolfenden and Fitzpatrick2000). Similarly, fledgling Florida scrub jays near roads experienced significantly increased mortality in their first months of life but not later. This shows that individuals that are new to anthropogenic landscapes and struggle to navigate them safely are at higher risk (ibid.). Differences in age and experience could also explain roadkill mortality patterns in some mammals. In Mikumi National Park, Tanzania, amongst groups of yellow baboons Papio cynocephalus that frequented a road intersecting their habitat, young, presumably less experienced, individuals were killed more frequently than expected based on their representation in groups that visited the road (Drews, Reference Drews1995). However, the same pattern of vulnerability in different age classes of yellow baboons was not observed at a different site (Cunneyworth & Duke, Reference Cunneyworth and Duke2020). Variation in the relative vulnerability of age–sex classes has also been reported amongst the four different monkey species studied (ibid.), suggesting that site- and species-specific assessments are necessary to establish how different populations might be affected by roads. Knowing which age–sex classes are most at risk is important for understanding if and how road mortality will affect the population in the long term. For example, the loss of a young reproductive female is more likely to have adverse effects on the maintenance of a population than the loss of males or sexually immature individuals (Coulson et al., Reference Coulson, Catchpole, Albon, Morgan, Pemberton and Clutton-Brock2001). For primates, given their slow life histories (Charnov & Berrigan, Reference Charnov and Berrigan2005), high vulnerability to extinction (75% of primate species have declining populations; Estrada et al., Reference Estrada, Garber, Rylands, Roos, Fernandez-Duque and Di Diore2017), and the limited literature on primate road ecology (Hetman et al., Reference Hetman, Kubicka, Sparks and Tryjanowski2019), examining the potential long-term demographic impact of wildlife–vehicle collisions is particularly important.
Red colobus Piliocolobus spp. are a genus of threatened African primates (Struhsaker, Reference Struhsaker2005). The Endangered Zanzibar red colobus Piliocolobus kirkii is endemic to Unguja Island, Zanzibar, and roadkill may be a particularly prominent source of mortality in at least one locality (Struhsaker & Siex, Reference Struhsaker and Siex1998). The species faces increasing pressure from habitat loss caused by agricultural expansion, human development and timber logging (Davenport, Reference Davenport2019). According to the most recent comprehensive census, the population is estimated to be c. 5,800 individuals and appears to be in decline, with a low recruitment rate compared to other red colobus species and primates more broadly (Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019). Almost 50% of the Zanzibar red colobus population occur in Jozani-Chwaka Bay National Park, the only national park in Zanzibar (ibid.). They are the main attraction for visitors to the Park and provide a crucial source of revenue for the local economy (Saunders, Reference Saunders2011; Carius & Job, Reference Carius and Job2019). Increased tourist vehicle traffic (in addition to other types of traffic) on the main road intersecting the southern edge of the Park, however, also poses a risk to colobus as multiple groups range on both sides of the road, cross it frequently and occasionally get hit by vehicles. In the absence of natural predators, roadkill incidents may be the most significant source of extrinsic mortality for this subpopulation of P. kirkii. Currently, however, there are no accurate data to assess the magnitude of this threat for the species.
Here, we analysed a 4-year dataset on mammalian roadkill at Jozani-Chwaka Bay National Park to examine the frequency and seasonality of reported deaths (carcasses that remained on the road). For the Zanzibar red colobus we also examined the demographics of individuals killed in vehicle collisions. We hypothesized that age–sex classes were killed at rates that were different from their availability in the population, and we tested several predictions. Amongst adults, it could be that (1) adult males are over-represented in the roadkill data, compared to females, because of their potentially greater propensity for risk-taking (i.e. being less cautious). Alternatively, (2) adult females could be over-represented because they may be slower to cross than males, especially when carrying dependent offspring. Regarding age-class differences in road mortality, (3) subadults and juveniles could be over-represented in the roadkill because (a) they may be slower and lacking in learned abilities to avoid oncoming vehicles effectively, and (b) because subadults could be the age class most likely to disperse from their natal group. Alternatively, (4) adults could be over-represented in the roadkill dataset because they may perceive roads as more familiar environments and so be less cautious than immatures when crossing. We discuss our findings in the context of historical accounts for vehicle-related deaths at this study site, to assess the effectiveness of speedbumps as a road mitigation strategy to reduce mortality of the Zanzibar red colobus across its range. According to a systematic review of the literature, there is currently no evidence to evaluate the effectiveness of speedbumps as a mitigation measure for primate conservation (Junker et al., Reference Junker, Kühl, Orth, Smith, Petrovan, Sutherland, Sutherland, Dicks, Ockendon, Petrovan and Smith2019), so our case study of the Zanzibar red colobus provides valuable baseline data.
Study area
Jozani-Chwaka Bay National Park on Unguja Island, Zanzibar (Fig. 1a), is the last stronghold of the endemic Zanzibar red colobus (Siex, Reference Siex2003; Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019). At its southern edge, a major road (c. 5 m wide) intersects the home ranges of multiple colobus groups (Fig. 1b). These groups often cross the road in search of food and sleeping sites, thereby risking collisions and fatalities. There are four speedbumps along a 600-m stretch of this road but colobus also range and cross the road outside this speed buffer zone.
Location of the study site: (a) Jozani-Chwaka Bay National Park, Zanzibar, Tanzania, and (b) the road from which roadkill data were collected.
Methods
Roadkill data
Roadkill was recorded opportunistically by Jozani-Chwaka Bay National Park staff along the main road intersecting the Park at its southern edge over 4 years based both on direct observation and reports from the public (January 2016–December 2019; 43 months of records were available; data from 5 months were missing). Although no systematic road surveys were conducted, all staff members working at Park headquarters commuted from nearby villages into work on a daily basis along the main road, where they could spot roadkill of any species (although they probably paid more attention to colobus). Staff also monitored the road nearest to headquarters repeatedly during the day as they led groups of tourists around the area in search of colobus on both sides of the road. Dead colobus further away from headquarters were reported voluntarily and without reward by members of the public to Park staff. Based on descriptions of approximate locations in the notes, we estimate that roadkill was reported from a 3.40–6.54 km section of the road. Although all mammals were counted if found or reported, we assume that members of the public were more likely to report dead Zanzibar red colobus, rather than smaller mammals. In most cases of dead colobus, in addition to the date and location of the observation, the age class and sex were also noted. Records of individuals who may have been hit by a vehicle but did not die on the road were not available.
Rainfall data
To examine the association between roadkill frequency and monthly rainfall, we used estimates of daily precipitation for Jozani-Chwaka Bay National Park during January 2016–December 2019 (43 months). We obtained precipitation estimates from the NASA Langley Research Center's POWER Project, which uses satellite observations to model rainfall distribution across the world and has been validated in previous studies (White et al., Reference White, Hoogenboom, Wilkens, Stackhouse and Hoel2011).
Demographic composition of roadside colobus groups
To examine if colobus of different age–sex classes were equally likely to die on the road as a result of vehicle collision, we compared the representation of these classes in the roadkill dataset to that in a census of groups near the road. Davenport et al. (Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019) collected data on group size and composition during a census in the Park in 2014. Survey teams located colobus via a total sweep census and followed each group for 2–3 days to count all of its members and obtain data on its movement. Trained and experienced observers recorded age–sex classes with a high degree of inter-observer reliability (Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019).
Based on the spatial data recorded while following these groups in 2014, and our knowledge of the distribution and movements of groups in the same area in 2018–2019, we selected 18 of the total 151 groups identified in the Park by survey teams (Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019) that met our definition of roadside groups. We considered roadside groups to be those that were observed within a 300 m perpendicular distance from the road on at least one occasion during the period when the group had been followed. Of these 18 groups, six were seen to cross the road and one came within 5 m of the road. For the remaining 11 groups, the mean minimum perpendicular distance to the road at which they were observed was 95 m (range: 17–217 m), and the mean furthest distance was 378 m (range: 221–590 m). Although ranging data for these groups were limited (52 group-follow days; two groups followed for 2 consecutive days; 16 for 3 days), given our knowledge of the area and of the species’ ranging ecology, we considered all 18 groups to be roadside groups, with a reasonable likelihood of crossing the road. Groups that were observed further than 300 m from the road, although capable of crossing, are not likely to do so often, given the presence of other groups' home ranges between them and the road. Although Zanzibar red colobus are not strictly territorial and exhibit substantial intergroup home range overlap (Siex, Reference Siex2003; Struhsaker, Reference Struhsaker2010), based on observations in eight groups ranging at various distances from the road over a 15-month period (Zanzibar Red Colobus Project, unpubl. data) we are reasonably confident our 300 m cut-off did not exclude any groups that crossed the road frequently. If anything, the 300-m threshold could include groups that were not very likely to cross the road. Thus, in addition to using the 18 groups as the baseline population to estimate vehicle collision mortality rates, we considered two more conservative definitions of roadside groups in our analyses. Firstly, we restricted the comparison to only the 13 groups that were observed within 100 m of the road, and secondly we restricted the demographic dataset further to only those seven groups that ranged closest to the road (i.e. the six that were seen to cross it and the one that was recorded within 5 m of it).
Statistical analyses
We analysed data in R 3.6.1 (R Core Team, 2018). We tested the association between rainfall and roadkill frequencies with the Spearman rank correlation test. We compared the age–sex class composition of roadkill to the demography of the local population of colobus via Fisher's exact test (for sex class) and performed a likelihood ratio test for comparisons across the different age classes, using the R package MASS (Venables & Ripley, Reference Venables and Ripley2002).
Results
Over the 4-year study period (43 months of opportunistic data collection) we recorded seven mammal species as roadkill (Table 1). The majority (66%) of carcasses were of diurnal animals. Primates were recorded as roadkill most often, accounting for 83% of all deaths. Zanzibar red colobus were particularly common in the dataset, with 55% of all carcasses.
Roadkill recorded along the main road near Jozani-Chwaka Bay National Park, Zanzibar (January 2016–December 2019; n = 43 months of recording).
On average, 1.23 carcasses were found on the road per month (range: 0–6). Mean monthly rainfall at the study site was 105 mm (range: 5–456 mm). Variance in rainfall, however, was unrelated to all-species roadkill frequency (r s = −0.248, n = 43 months, P = 0.109; Fig. 2).
Relationship between monthly rainfall at Jozani-Chwaka Bay National Park and mammalian roadkill frequency along the Jozani road (n = 43 months).
A mean of 0.67 Zanzibar red colobus carcasses were found on the road per month (range: 0–6). Rainfall was not related to the monthly frequency of colobus roadkill (r s = −0.128, n = 43 months, P = 0.412). The ratio of adult female:male colobus in the roadkill dataset was 2.75, and in the 18 roadside groups it was 3.54 (Table 2). However, the proportion of males and females that were killed did not differ significantly from their proportion in the 18 roadside groups (Fisher's exact test: odds ratio = 1.287, P = 0.750). The proportions of different age classes in the roadkill dataset also did not differ from their expected values based on the demographic composition of the 18 roadside groups (likelihood ratio test: χ 2 = 5.302, df = 2, P = 0.071; Table 2). Different age–sex classes were therefore equally likely to be found dead on the road, given their distribution in the local population. This result did not change across the different definitions of roadside groups we considered (Table 2).
Annual mortality rate (%) of Zanzibar red colobus caused by vehicle collisions on the road intersecting Jozani-Chwaka Bay National Park, for three categories of colobus groups with different risks of collision (see Methods).
1 The sum of adult females and adult males does not equal the number of adults in the roadkill data because some of the adults killed were not sexed.
To examine the overall impact of vehicle collisions on population-level mortality, we estimated annual mortality rates using the three subpopulations that we considered at risk (depending on the confidence in our estimation of their likelihood of crossing the road). If only the 7 groups nearest the road are taken into account, their annual loss to collisions is 3.24%. This number is lower (1.77%) if we consider all 18 groups within c. 300 m of the road to be at similar risk of collisions (Table 2).
Discussion
This is the first study to quantify the effects of vehicle collisions on mortality of the Zanzibar red colobus, an Endangered endemic primate. This dataset is an important contribution to the literature on road ecology more broadly, given the relatively low number of roadkill studies in the tropics, compared to the northern hemisphere (van der Ree et al., Reference van der Ree, Smith and Grilo2015; Monge-Nájera, Reference Monge-Nájera2018; Collinson et al., Reference Collinson, Davies-Mosert, Roxburgh and van der Ree2019a). Primates, and colobus in particular, were the most common species found as roadkill near Jozani-Chwaka Bay National Park. The number of primate deaths from collisions is likely an underestimate, however, as some individuals do not die on impact but survive long enough to move off the road, and others may be thrown off the road by the impact of the collision. The absolute number of non-colobus deaths is probably also an underestimate. Because the National Park and the tourism industry in the area are focused on this charismatic primate species, other animals that die on the road may go unreported by members of the public. Our finding that diurnal species were more often killed on the road contradicts previous studies from other sites in Africa that reported a higher number of nocturnal animals amongst roadkill (Kioko et al., Reference Kioko, Kiffner, Jenkins and Collinson2015; Njovu et al., Reference Njovu, Kisingo, Hesselberg and Eustace2019). This could be because of differences in habitats and species diversity but could also reflect methodological differences. Many previous studies have relied exclusively on early-morning road surveys to quantify roadkill, whereas our opportunistic records were not restricted to the early hours of the day. Up to 62% of carcasses on roads can be removed by scavengers in as little as 2 hours (Schwartz et al., Reference Schwartz, Williams, Chadwick, Thomas and Perkins2018), so animals that die during the day may not remain there until the following morning.
Monthly variation in rainfall was not related to monthly roadkill frequency at Jozani, neither for all mammals nor for colobus. This suggests that, unlike in some other studies (e.g. da Rosa & Bager, Reference da Rosa and Bager2012; Machado et al., Reference Machado, Fontes, Mendes, Moura and Romao2015; Jeganathan et al., Reference Jeganathan, Mudappa, Kumar and Shankar Raman2018; Njovu et al., Reference Njovu, Kisingo, Hesselberg and Eustace2019; Cunneyworth & Duke, Reference Cunneyworth and Duke2020), precipitation may not influence mammal movements across the road or drivers' behaviour to the same extent here. Alternatively, it may be that our dataset underestimated roadkill frequency during the wet months of the year. As the records of roadkill were collected opportunistically by Park staff and/or reported by members of the public, it is feasible such monitoring was less extensive in wet weather. Future systematic roadkill surveys could address this question.
Contrary to our predictions, male and female Zanzibar red colobus were found dead on the road in similar proportions to their availability within roadside groups. Likewise, adults, subadults/juveniles and infants were observed as roadkill as often as expected. These findings mirror observations from Diani beach, Kenya, where no differences between Angola colobus Colobus angolensis age–sex classes involved in vehicle collisions were found (Cunneyworth & Duke, Reference Cunneyworth and Duke2020). This suggests that the way Zanzibar red colobus cross the road does not expose any particular age–sex class to a significantly higher risk. Behavioural data on individual rates of crossing and collision risk would allow further tests of this hypothesis. The estimates of group demographics we used to calculate the mortality rates for colobus near the road may be biased in two ways. Firstly, data on group composition were collected in 2014, whereas data on roadkill were from 2016–2019. Secondly, in the demographic data from 2014 we did not distinguish between subadults and juveniles. A similarly ambiguous classification of immature animals applies to the roadkill records. This is therefore an imperfect but nonetheless valuable preliminary analysis that can serve as a baseline for future, more detailed surveys of roadkill mortality in this species.
We estimated the annual loss of colobus to vehicle collisions to be 1.77–3.24% (depending on the baseline estimate for the population that is at risk; Table 2). To put this figure into context, data on mortality rates from natural predators could be informative. The Zanzibar red colobus experiences very limited natural predation at Jozani. The Zanzibar leopard Panthera pardus adersi is probably extinct (Goldman & Walsh, Reference Goldman and Walsh2002) and there are no crowned eagles Stephanoaetus coronatus (Struhsaker, Reference Struhsaker2010) in Zanzibar. The main predatory threat to the species are therefore feral/village dogs (Georgiev et al., Reference Georgiev, Melvin, Warkentin, Winder and Kassim2019) and people (Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019), but reliable data for estimating the magnitude of these sources of mortality are unavailable. Data on natural predation on wild primates are generally difficult to obtain and are available from only a few long-term studies of individually recognized primates. One review of primate predation across species and study sites estimated annual mortality from predation to be 0–15% (Cheney & Wrangham, Reference Cheney, Wrangham, Smuts, Cheney, Seyfarth, Wrangham and Struhsaker1987). More recent studies have shown that under exceptional circumstances predation rates can be higher (e.g. 40–50% of red colobus killed by chimpanzees at Ngogo, Uganda; Teelen, Reference Teelen2008), but mean predation rate across species, populations and habitats has been estimated to be c. 6% (Cheney & Wrangham, Reference Cheney, Wrangham, Smuts, Cheney, Seyfarth, Wrangham and Struhsaker1987). Our highest estimate of 3.24% annual road mortality for the Zanzibar red colobus, therefore, falls within the lower range of mortality rates experienced by different primates from natural predation, and is higher than natural predation mortality for some red colobus populations elsewhere. For example, at Mahale, Tanzania, in some years annual predation loss has been estimated to be as low as 1.1–1.3% (Boesch et al., Reference Boesch, Uehara, Ihobe, Boesch, Hohmann and Marchant2002). Unlike natural predators, which may predominantly kill animals in poorer condition, vehicles remove individuals from a population without regard to their condition or health (Bujoczek et al., Reference Bujoczek, Ciach and Yosef2011). In addition, even non-lethal collisions can have a negative impact on animals via increases in glucocorticoid production (Narayan, Reference Narayan2019) and non-lethal injuries. Taken together, the direct and indirect consequences of colobus–vehicle collisions could lead to suboptimal population health that could contribute to reduced persistence of roadside groups.
To assess whether roadkill mortality would contribute to a population decline near the roads and lead to roadside habitats becoming a population sink, we need longitudinal demographic data on birth rates, natural mortality rates and rates of migration between groups. Such high-quality longitudinal data do not currently exist for the Zanzibar red colobus. However, by using estimates of birth rates and interbirth intervals from a previous study of the same population (Siex & Stuhsaker, Reference Siex and Struhsaker1999) we can provide a tentative assessment. Siex & Struhsaker (Reference Siex and Struhsaker1999) estimated an interbirth interval of 27.9 months in the groups in the study area, which equals a birth rate of 0.43 infants/female/year. Using this estimate, and our demographic data for the three categories of groups at various distances from the road (Table 2), we can calculate an annual population increase via births of 27.32, 27.10 and 25.75% (mean = 26.72%), respectively. Using our group composition data to estimate population increase as the percentage of infants present during a census from the total number of non-infant individuals observed during census (adults and juveniles/subadults), we obtained the following estimates of annual increase for our three categories of roadside groups: 24.32, 24.04 and 26.55% (mean = 25.64%). These estimates are similar to the numbers based on the interbirth interval estimation of Siex & Struhsaker (Reference Siex and Struhsaker1999). Despite the inherent uncertainty of estimates produced via such indirect calculations, this does suggest that the current annual roadkill mortality rate of 1.77–3.24% is probably offset by annual population growth, estimated here by two methods to be 24–27%. Longitudinal demographic data are required to produce a more robust assessment of population viability for the Zanzibar red colobus populations living at risk of colliding with vehicles, particularly as there are no data to provide an estimate of annual mortality rates from natural causes.
In line with observations elsewhere (e.g. Drews, Reference Drews1995), after the Jozani road was tarmacked in 1996, vehicles started travelling at greater speed and roadkill became a more common problem (Struhsaker & Siex, Reference Struhsaker and Siex1998). National Park staff at the time suggested that a colobus may be killed every 2–3 weeks (ibid.). Struhsaker & Siex (Reference Struhsaker and Siex1998) estimated, based on a population of 150 colobus exposed to the road, that 12–17% were lost to road accidents per year. By comparison, our data show lower mortality in 2016–2019: one colobus fatality occurred nearly every 6 weeks and we estimate an annual mortality loss of 1.77–3.24% (Table 2). Changes in population size and group ranging patterns in the 20 years that separate these estimates may account for the difference in mortality rates. A major factor, however, has been the installation of four speedbumps and colobus-crossing warning signs near the main entrance of the Park. These interventions reportedly achieved an 80% reduction in mortality in the years after they were implemented (T. Struhsaker, pers. comm. in Epps et al., Reference Epps, Nowak, Mutayoba, van der Ree, Smith and Grilo2015). Based on a mean estimated annual mortality before the speedbumps were installed of 14.5%, a relative reduction of 80% would have resulted in an estimated annual mortality of 2.9% after the installation of the speedbumps. This figure lies within our mortality estimates of 1.77–3.24% for 2016–2019, showing that in the years since the speed bump installation mortality rates have probably remained stable. As these speedbumps only cover c. 600 m of the road that intersects colobus ranges, extending the speedbump zone along the entirety of the road that lies within the known range of colobus at Jozani (c. 1.8 km) would probably bring further reductions in roadkill.
In estimating the potential mitigation effects on colobus roadkill, a comparison with a different site is helpful. At Jozani, we report 0.67 Zanzibar red colobus deaths per month over a maximum of 6.4 km of road. Angolan colobus at Diani Beach, Kenya, are involved in vehicle collisions at a rate of 0.67 individuals per month. With a reported fatality rate of 83% across the four primate species studied at that site (Cunneyworth & Duke, Reference Cunneyworth and Duke2020), a mean of 0.56 colobus die per month along the 10 km road at Diani (i.e. 60% of the colobus deaths per km of road observed at Jozani: 0.1 at Jozani vs 0.06 at Diani). The lower rate of colobus roadkill per km of road at Diani is probably a result of a greater extent of road mitigation measures. Diani has 10 speedbumps and 29 wildlife bridges, whereas Jozani has only four speedbumps and one wildlife bridge. Direct comparison of colobus group crossing rates and frequency of collision per crossing event between these two sites would help establish if the higher fatality rate at Jozani could be further reduced by additional road mitigation measures. One successful strategy for reducing primate roadkill at some sites has been the use of wildlife bridges (Vallardares-Padua et al., Reference Valladares-Padua, Cullen and Padua1995; Mass et al., Reference Mass, Rakotomanga, Rakotondratsimba, Razafindramisa, Andrianaivomahefa and Dickinson2011; Leen et al., Reference Leen, Ruppert and Rosely2019; Linden et al., Reference Linden, Foord, Horta-Lacueva and Taylor2020). Bridges are particularly beneficial for arboreal species within a suitable surrounding environment, where the animals approach roads through the canopy (Birot et al., Reference Birot, Campera, Imron and Nekaris2019; Leen et al., Reference Leen, Ruppert and Rosely2019). If arboreal primates are moving on the ground, however, they are unlikely to ascend a bridge to cross a road; they tend to continue crossing terrestrially, even if bridges are available (Jacobs, Reference Jacobs2015). The roadside environment at Jozani is mostly unsuitable for wildlife bridges suspended between trees, and the colobus often approach roads on the ground from agricultural land or from low-height canopy. Considering this, the colobus at Jozani would probably continue to cross terrestrially even if more wildlife bridges were built. Speedbumps, which are unlikely to be ignored by drivers (Schutt, Reference Schutt2008), may be the most appropriate solution for sites such as Jozani, similar to recommendations made elsewhere for chimpanzee crossings (McLennan & Asiimwe, Reference McLennan and Asiimwe2016). Complementing this approach with additional, less costly, interventions can also be beneficial. Warning signs with photographic images of animals, placed near roadkill hotspots, can lead to additional reductions in roadkill by altering driver behaviour over short distances (Collinson et al., Reference Collinson, Marneweck and Davies-Mostert2019b). Although such mitigation measures can become less effective as drivers habituate to them, they can still be effective for visitors (Huijser et al., Reference Huijser, Mosler-Berger, Olsson, Strein, van der Ree, Smith and Grilo2015). Updating the roadside signage more frequently with visually captivating images of colobus in their natural habitat may serve the dual purpose of both preventing driver habituation and attracting more tourists to the area by highlighting the ecotourism opportunity. Some colobus groups elsewhere on the island also inhabit areas where roads intersect their home ranges (Davenport et al., Reference Davenport, Fakih, Kimiti, Kleine, Foley and De Luca2019). Identifying roadkill hotspots outside the immediate area of Jozani-Chwaka Bay National Park and implementing road mitigation measure may contribute to efforts to slow the population decline of this primate throughout its range.
Proactive road mitigation measures may be particularly relevant as road networks in Africa are projected to increase by 60% between 2000–2050 (Dulac, Reference Dulac2013). The continued growth of the tourism industry, with its demand for quick, easy and efficient travel (Khadaroo & Seetanah, Reference Khadaroo and Seetanah2008), will worsen the already serious issue of wildlife–vehicle collisions (Caro et al., Reference Caro, Dobson, Marshall and Peres2014). Understanding the impact of roads on animal populations and the most effective way to counteract them will be crucial in achieving a balance between the demands of economic development and wildlife conservation.
Acknowledgements
We thank the Department of Forestry and Non-Renewable Natural Resources of the Revolutionary Government of Zanzibar for permission to conduct this research; A. Kassim, A. Abdalla and M. Abdalla for assistance with data collection; K. Madeweya and S. Fakih for logistical advice and assistance; and Z. Melvin, J. Healey, C. Cardenas-Iniguez, the Editor and two anonymous reviewers for their helpful comments. The Zanzibar Red Colobus Project was supported by funding to AG from the Royal Society and Bangor University.
Author contributions
Study design, fieldwork: HO, MKM, AJM, TRBD, AVG; data analysis: HO, MELG, AVG; writing: HO, AVG; revisions: all authors.
Conflicts of interest
None.
Ethical standards
This research was approved by the Ethics Committee of the College of Environmental Sciences and Engineering of Bangor University, and abided by the Oryx guidelines on ethical standards. Research permission was obtained from the Department of Forestry and Non-Renewable Natural Resources of the Revolutionary Government of Zanzibar.
Open access
