Population trend
Trend
Historically the Black Rhino was once the most numerous of the worlds rhinoceros species and could have numbered around 850,000 individuals. Relentless hunting of the species and clearances of land for settlement and agriculture reduced numbers, and by 1960 only an estimated 100,000 remained. Between 1960 and 1995, large-scale poaching caused a dramatic 98% collapse in numbers. Over this period, numbers only increased in South Africa and Namibia, from an estimated 630 and 300 in 1980 (Emslie & Brooks 1999) to 1,893 and 1,946 respectively by the end of 2015 (AfRSG data 2016). Continentally numbers bottomed out at only 2,410 in 1995 (Emslie & Brooks 1999). From 19921995 total numbers remained relatively stable with increases in some countries (those with the best-protected and managed populations) being cancelled out by declines in others. However, since the low of 1995, Black Rhino numbers at a continental level have increased every time continental population estimates have been revised by the AfRSG, doubling to 4,880 by December 2010 and reaching 5,250 by the end of 2015 (Emslie 2006; AfRSG data 2008, 2011, 2013, 2016; Emslie et al. 2016). Increases in numbers have occurred in countries where investments in conservation programmes (including monitoring, biological management and law enforcement) have been high. As with White Rhinoceros (White Rhino; Ceratotherium simum simum), four range states (South Africa, Namibia, Zimbabwe and Kenya) currently conserve the majority (96%) of remaining wild Black Rhino. However, the emerging threat of poaching through trafficking syndicates may ultimately undermine such successes.
Within the assessment region, numbers remain low but stable or increasing over three generations. Generation length is empirically derived to be 14.5 years (SADC RMG unpubl. data). This gives a three generation window of 43.5 years. The number of mature individuals has been estimated at 55.8% of total numbers based on the average of Black Rhinos that are adults (based on SADC RMG confidential status reporting and data). There were an estimated 254 Southwestern Black Rhino (D. b. bicornis) in South Africa at the end of 2012. There were no Southwestern Black Rhino in South Africa in 1973 with the subspecies first being reintroduced in 1985. By the end of 2015 the Southern-central Black Rhino (D. b. minor) was estimated at 2,164 individuals throughout Africa with 1,560 in South Africa, and 20 in Swaziland. Details of the population data and models for the species overall and for each subspecies are described below.
On average in the region, proportionately fewer of the Black Rhinos have been poached each year than the White Rhinos, particularly in South African subpopulations outside of Kruger National Park (KNP) and KwaZulu-Natal (KZN)[1]. However, the average underlying performance of D. b. minor has also been lower than that achieved by the regions White Rhinos, and the other two Black Rhino subspecies in South Africa. Following the recent period of rapid increase in poaching of both rhino species in the region (which started in 2008), over the last year poaching in the region has slowed and started to decline (Figure 2). However, if poaching were to continue to escalate once again, this could threaten the progress achieved in the South Africa and Swaziland region (and rest of Africa) over the last two decades.
There is uncertainty in predicting the future for Black Rhino, and Red List Guidelines (IUCN Standards and Petitions Subcommittee 2014) recognise that the way this is handled can have a major influence on the results of an evaluation. For example, outcomes can vary depending upon underlying rhino population growth rates (before poaching) which may improve or decline (compared to a metapopulations longer term average), and depending on whether future poaching follows recent, intermediate or longer term poaching trends. Measurement error around population sizes and poaching estimates also needs to be factored into the assessment process. According to Red Listing Guidelines uncertainty may be represented by specifying a best estimate and a range of plausible values for a particular quantity. We have adopted this approach here. The Red Listing Guidelines also state that the method used (to represent uncertainty) should be stated and justified in the assessment documentation, and that projected trends require a discussion of the methods and assumptions behind models used. In the interests of transparency, the approaches taken when modelling have been outlined in some detail. We have tried to follow the Red List Guidelines advice and adopted a moderate attitude, taking care to identify the most likely plausible range of values, excluding extreme or unlikely values. With a high-profile species like Black Rhino, the assessors felt it was especially important to be transparent and provide full details of the methods, approaches and assumptions used. Phillip Tetlock, has for over two decades examined the success of predictions, and the factors associated with superforecasters that are consistently much better than others (who often do little better than dart-throwing chimpanzees would). He concluded that better forecasters tended to be more granular in their thinking and invariably considered a range of alternative possibilities (Tetlock & Gardner 2015). Where possible we have tried to follow this more detailed approach in an effort to try to ensure that the predictions and hence the Red List Assessments are as good as they can be.
Black Rhino Diceros bicornis: Endangered C2a(i)
At the end of 2015, there were an estimated 1,913 Black Rhino in South Africa and Swaziland (estimated 90% bootstrapped confidence levels of 1,8171,970). Black Rhino numbers in the region have exceeded 1,792 individuals (~ 1,000 adults) over the last 8 years (Figure 5). The predicted number 5 years into the future (end 2020) based on averaging arithmetic and exponential poaching scenarios using the long term average underlying population growth rate was 1,801. Thus the Black Rhino in the region no longer qualifies to be rated as Vulnerable under Criterion D.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models based on last 5 year poaching trends estimated end 2020 numbers at 1,789 and 1,591 rhino, respectively (thicker solid lines) (Figure 6). The overall average estimated number at end of 2020 based on the 5 years poaching trend and the average long-term underlying growth rate was 1,690 rhino (black dotted line). After 5 years projected numbers are predicted to have not declined sufficiently to cross any of the thresholds under Criteria A4 and C1, even under the most extreme low growth and high exponential poaching scenario. The average of all six scenarios projecting forward 5 years would give a Red List categorisation under A4 and C1 of NT for all years.
Up to and including 8 years into the future all six scenarios modelled would qualify as NT. After 9 years the range is from NT to EN (under C1) and after 10 years outcomes cover the full spectrum from NT to CE (under C1). However, if one were to model a less severe but probably more reasonable longer term minimum underlying growth rate (based on minimum geomean of 15 moving 10-year moving windows in Table 4) the first 8 years would again qualify as NT, but with a range in outcomes from NT to EN for years 9 and 10.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models based on last 5 years poaching trends estimated end 2020 numbers at 1,761 and 1,640 rhino respectively (thicker red and blue solid lines). The overall average estimated number at end of 2020, based on the 5 years poaching trend and the average long-term underlying growth rate was 1,701 rhino (black dotted line). Figure 7 shows that projected numbers would not decline sufficiently over the next 5 years to cross any of the thresholds under Criteria A4 and C1, even under the most extreme low growth/high exponential poaching scenario. The average of all six scenarios would once again give a Red List rating of NT for all years.
Up to and including 9 years into the future all six scenarios modelled would qualify as NT. After 10 years the range is from NT to EN (under C1) and the assessment range would be the same if modelling the less severe but probably more reasonable longer term minimum underlying growth rate (based on minimum geomean of 15 moving 10-year moving windows in Table 5).
Figure 8 shows that if the most recent (May 2014 to April 2016) poaching trends continue, then the prognosis is much better than Figures 6 and 7; with rhino numbers
now projected to increase on average (black dotted line). Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models with 1-year poaching trends projected numbers in 2020 at 2,001 and 2,025 rhino. With the overall average projection after 5 years of 2,013 rhino, projected numbers would not decline sufficiently after 5 years and up to 10 years in the future to cross any of the thresholds under Criteria A4 and C1, even under the most extreme low growth + high exponential poaching scenario.
In conclusion, for the Black Rhino in the region, the average estimated number after 5 years across all poaching scenarios modelled using best average estimate of underlying growth (1,801) predicts a 5.9% decline in numbers from current levels over the next 5 years. This scale of projected decline is not sufficient to take the species near to threshold levels to qualify under any of the threatened categories under A4 or C1. However, all populations of Black Rhino in the region currently have fewer than 448 individuals (? 250 mature individuals) and would therefore qualify to be rated as Endangered under C2a(i) given the projected decline in numbers. While a modelled decline based on official poaching statistics over 5 years just failed to be significant at the 90% level (p=0.1145), the modelled decline was highly significant under the precautionary assumption of 80% poaching detection for KNP used in the assessment. Thus, one only would need to miss a few poached rhino carcasses for the species to be rated Endangered under C2a(i); and therefore this seems to be the most appropriate assessment at the species level.Southern-central Black Rhino D. b. minor: Endangered C2a(i)
Globally, the Southern-Central Black Rhino is listed as Critically Endangered as the subspecies is estimated to have undergone a decline exceeding 80% over the past three generations with the major declines being in Zambia, Zimbabwe, Mozambique, Malawi, Botswana and Tanzania. Continentally numbers of this subspecies have declined by an estimated 58% since 1980 (5,100 to 2,164).
The subspecies (and species) was also only reintroduced to Swaziland in 1987 and within South Africa numbers of this subspecies in the region have increased over the last three generations (Figure 9) up from only 110 in 1930. The geometric mean underlying growth rate of this subspecies in the region over the 24 years up to 2014 was 4.2% ranging, over periods, from 2.0% to 6.1%. Minimum and maximum growth rates estimated from all 15 10-year moving window periods across 24 years of SADC RMG analyses showed a smaller range from 3.6% to 5.2%.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models with the last 5 year poaching trends predicted end 2020 numbers at 1,330 and 1,154 rhino, with an overall best average prediction of 1,242 rhino. After 5 years projected numbers would have not declined sufficiently to cross any of the thresholds under Criteria A4 and C1 (Figure 10).
Up to 7 years from 2015, all six scenarios modelled continue to qualify as NT. After 8 years the range is from NT to EN (under C1). After 9 and 10 years outcomes cover the full spectrum from NT to CE (under C1). If modelling using the more appropriate longer-term minimum and maximum underlying growth rates (based on minimum and maximum geomeans of 15 moving 10-year moving windows (Table 4), the results are not as extreme with the average of all six scenarios, remaining at NT for years 08 and becoming EN rather than CE (under C1) in years 9 and 10.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models with the last 3 year poaching trends predicted end 2020 numbers at 1,302 and 1,207 rhino, with an overall average prediction of 1,255 rhino. After 5 years, projected numbers would have not declined sufficiently to cross any of the thresholds under Criteria A4 and C1 (Figure 11).
Up to 7 years, all six scenarios modelled would qualify as NT. After 8 years the range is from NT to EN (under C1). After nine and 10 years, outcomes cover the full spectrum from NT to CE (under C1). If modelling using minimum and maximum geomeans of 15 moving 10-year moving windows (Table 5) the results are not as extreme when all scenarios modelled up to 8 years would qualify as NT with ranges of NT to EN after 9 years and NT to CE after 10 years. The average of all six scenarios would be NT for years 08 and E (under C1) for years 9 and 10.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models based on most recent years poaching trends predict 2020 numbers at 1,540 and 1,565 rhino giving an overall average prediction of 1,553 rhino. After 5 years projected numbers would not have declined sufficiently to cross any of the thresholds under Criteria A4 and C1 (Figure 12).
In contrast to modelling a continuation of 3 to 5 year poaching trends, all six scenarios modelled using poaching trends over the last year would qualify as Red List ratings of NT even 10 years into the future.
At the end of 2015, there were an estimated 1,580 individuals of this subspecies in the South Africa and Swaziland region. This is fewer than the 1,792 individuals required to ensure 1,000 adults. Also, the population size has not exceeded this level for more than 5 years. Therefore the Southern-central Black Rhino could qualify to be listed as Vulnerable D1 in the region. As it occurs in many more than five populations it does not qualify to be listed Vulnerable under D2.
The wide range of possible outcomes (and huge uncertainty) 10 years into the future (range 1731,929) was 2.6 times greater than the range predicting 5 years into the future (1,0371,704), and the 10-year possible outcome range exceeded the starting number of rhinos at the end of 2015. This supports the decision to predict only 5 years into the future for this Red List Assessment.
All populations of D. b. minor in the region currently have fewer than 448 individuals (? 250 mature individuals) and the best estimate of numbers after 5 years projects a decline that would be statistically significant. This subspecies therefore qualifies to be rated as Endangered under C2a(i) given the projected significant decline in numbers over the next 5 years. These statistically significant declines in numbers of this subspecies are projected to occur after 5 years irrespective of whether 80% or 100% of poaching is detected in KNP.
Southwestern Black Rhino D. b. bicornis: Endangered D
Three generations ago there were no Southwestern Black Rhino in South Africa, with the subspecies having been reintroduced in 1985 with founders from Namibia. Additional founders from Namibia have since been imported from time to time subject to limited availability. This subspecies has bred very well in South Africa (Figure 13), and up to end 2014, had not suffered any poaching.
The first D. b. bicornis calf born and conceived in the region was in 1987. This unfortunately died (aged six) from man-induced translocation related issues. The first calf conceived and born in the region which went on to successfully have offspring of its own was born in 1989, with more successful calves following in 1991. As it was not possible to project back three generations for this subspecies, it was instead decided to project back to 1989 (the first year the reintroduced metapopulation demonstrated it could be self-sustaining when the metapopulation size was just 13 animals).
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models using the last 5 years poaching trends for the region predicted 2020 numbers at 318 and 307 rhino with an overall best average prediction of 313 rhino. After 5 years, projected numbers would not decline sufficiently under any scenario modelled to cross any of the thresholds under Criteria A4 and C1. Up to 10 years, all six scenarios modelled continue to qualify as NT under Criteria A4 and C1 (Figure 14).
Using the best long-term estimate of underlying metapopulation growth (6.9%), the arithmetic and exponential models based on last 3 year poaching trends predicted end 2020 numbers at 323 and 318 rhino, with overall best average prediction of 321 rhino. After 5 years projected numbers would not decline sufficiently to cross any of the thresholds under Criteria A4 and C1. Up to 10 years, all six scenarios modelled continue to qualify as NT under Criteria A4 and C1 (Figure 15).
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models using the last 1 year poaching trend predicted end 2020 numbers at 346 and 340 rhino with an overall best average of 343 rhino. After 5 years, projected numbers have not declined sufficiently to cross any of the thresholds under Criteria A4 and C1. Up to 10 years, all six scenarios modelled continue to qualify as NT under criteria A4 and C1 (Figure 16).
Averaging all six modelling scenarios using the best estimate of underlying growth, projected numbers at the end of 2020 were 325 rhino. This represents a 28% increase on estimated end 2015 numbers.
AfRSG data show that the area of occupancy of the Southwestern Black Rhino in South Africa was estimated at 3,819 km2 and this exceeds the threshold level of 2,000 km2. Thus, the Southwestern Black Rhino regionally does not qualify under any of the threatened categories using Criterion B.
In conclusion, this subspecies doesnt qualify for any of the threatened categories under Criterion A4 or C1 or C2, because under all modelled scenarios, future numbers are projected to be significantly higher than 3 generations back from that date. At the end of 2015, there were an estimated 254 D. b. bicornis individuals in South Africa. This is fewer than 448 (<250 mature individuals) meaning the subspecies qualifies to be rated as Endangered under Criterion D.
Eastern Black Rhino D. b. michaeli: Critically Endangered D
Although D. b. michaeli is extra-limital to the assessment region, it warrants an assessment as a benign introduction and important source population for reintroduction back into East Africa and potentially to other range states who want to reintroduce Black Rhino but whose indigenous subspecies has gone extinct (for example, Chad). This subspecies is listed globally as Critically Endangered, as numbers have declined by over 90% over the last three generations, with only 886 individuals remaining in 2015. It is the rarest of the three remaining subspecies.
Initial founders were introduced from Kenya to a South African national park in 1962 but starting in 1998 all animals were translocated over a number of years to a single population on private land. There is thus just this one privately owned subpopulation of Eastern Black Rhino in South Africa, currently numbering 93 individuals (April 2016). This subspecies has not suffered from poaching in South Africa and, as Figure 17 shows, numbers have grown steadily. The geometric mean estimated actual growth rate has been just over 7% over 19912014. For a number of periods growth exceeded 9% / annum. Rapid growth was achieved despite a temporary flattening off of growth for a few years during the complex transfer of this entire population from the national park to private land.
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models with last 5 year poaching trends predicted end 2020 numbers at 119 and 111 rhino giving an overall best average of 115 rhino. After 5 years, projected numbers would not decline sufficiently to cross any of the thresholds under Criteria A4 and C1. Up to 10 years, all six scenarios modelled continue to qualify as NT under A4 and C1 (Figure 18).
Using the best long-term estimate of underlying metapopulation growth, the arithmetic and exponential models using the last 3-year regional poaching trends predict end 2020 numbers at 121 and 115 rhino, with an overall best average of 118 rhino. Figure 19 and Figure 20 shows that after 5 years projected numbers would not decline sufficiently to cross any of the thresholds under Criteria A4 and C1. Up to 10 years, all six scenarios modelled continue to qualify as NT under A4 and C1.
In conclusion, the average of all modelling scenarios for three generations using best estimate of underlying growth, gives projected numbers at the end of 2020 of 120 rhino. This represents a 29% increase on estimated end April 2016 numbers. AfRSG data show that the area of occupancy of D. b. michaeli in South Africa and Swaziland was estimated at 350 km2. This is below the Endangered threshold level of 500 km2 under Criterion B2. However, to qualify as Endangered under B2 also requires at least two of three conditions B2(a), (b) and (c) to be satisfied. In this case only one criterion B2(a) is satisfied (there is only a single population). This population has, to date, been increasing rapidly and there have not been extreme fluctuations in numbers so neither (b) nor (c) are satisfied. The Eastern Black Rhino regionally therefore does not qualify under any of the threatened categories using Criterion B. This subspecies does not qualify to be rated in any of the threatened categories under Criteria C1 as under all modelled scenarios up to 5 years into the future numbers are higher than one, two or three generations back. Under all scenarios modelled this subspecies does not qualify under Criterion C2 either as numbers have not, and are not projected to, decline. If they were to decline it would be due to translocation of founder rhinos outside the region, and not due to any process that would threaten future population growth.
It does, however, qualify to be listed as Critically Endangered under Criteria D. Numbers have continued to increase and very recently numbers have increased over 90 (with estimated 50 mature individuals). However, numbers have not exceeded 50 mature individuals for at least 5 years. While numbers are projected to grow over the next 5 years in the absence of removals, there is a high chance that a number of rhino may well be translocated to East Africa or Chad to create new populations there. Such translocations would be in line with the national South African Black Rhino Biodiversity Management Plan (Knight et al. 2011), which states that this single existing D. b. michaeli population in South Africa should ideally be repatriated to its former range and should not be allowed to expand range nationally beyond their current ownership in South Africa. Such translocations most probably will cause numbers in the region to drop back below 90. Thus D. b. michaeli will probably continue to qualify as Critically Endangered under criterion D.