Francolin distributions

Figure 1. Coqui francolin male, Gauteng Province. Photographer c I McCutcheon. Record 27539 in the BirdPix section of the ADU Virtual Museum. Full details available at http:// vmus.adu.org.za/?vm=BirdPix-27539

Lerm RE, Jansen R, and Underhill LG. 2019. Bird distribution dynamics – Indigenous francolins in South Africa, Lesotho, and Swaziland. Biodiversity Observations 10.5:1-31

Biodiversity Observations is an open access electronic journal published by the Animal Demography Unit at the University of Cape Town. This HTML version of this manuscript is hosted by the Biodiversity and Development Institute. Further details for this manuscript can be found at the journal page, and the manuscript page, along with the original PDF.


Bird distribution dynamics – Indigenous francolins in South Africa, Lesotho, and Swaziland

Rion E Lerm

South African Environmental Observation Network, Phalaborwa, South Africa

Raymond Jansen

Department of Environmental, Water and Earth Sciences, Tshwane University of Technology, Pretoria, South Africa

Les G Underhill

Animal Demography Unit, Department of Biological Sciences, University of Cape Town, Rondebosch, South Africa

Introduction

The objective of this series of papers on bird distribution dynamics in Biodiversity Observations is to report on the ranges of bird species as revealed by the Second Southern African Bird Atlas Project (SABAP2, 2007 onwards) and to describe how their ranges have changed since the first bird atlas (SABAP1, mainly 1987-1991), about two decades apart.

This series of papers is also made feasible by the development of two new standards for the presentation of maps, firstly pentad-scale distribution maps derived from SABAP2 data, and secondly range-change maps showing how distributions have changed between SABAP1 and SABAP2 (Underhill & Brooks 2016a, b). Because the papers in this series use these two new interpretations in the form of maps, the rules for interpretation are not provided in detail in each of the “bird distribution dynamics” paper series.

Here, we deal with some of the economically important species of cursorial gamebirds belonging to the order Galliformes (family Phasianidae), that occur in South Africa, Lesotho and Swaziland. For each species, four items of information are presented: the SABAP1 distribution map using quarter-degree grid cells, the SABAP2 distribution map, using pentads (five-minute grid cells; there are nine pentads per quarter-degree grid cell), the range-change map, showing estimated changes in relative abundance between SABAP1 and SABAP2, and a table which provides counts of the numbers of grid cells shaded each of the six colours in the range change map.

The six terrestrial gamebird species dealt with are divided under the genera: Peliperdix, Dendroperdix and Scleroptila. Unfortunately, most of these francolin species are cryptic and inconspicuous making field identification difficult however, since citizen scientists were the source of observers across both SABAPs, possible errors in reporting rates should be similar for both projects. We expect that at least the more important range-change maps depict accurate changes in bird distribution.

Additionally, and compared to previous papers in this series, the national land cover dataset (GeoTerraImage 2015), and biomes and bioregions according to Mucina and Rutherford (2006) were underlying the range-change data to get some insights into which habitats might have influenced decreases and increases in species distributions.

Introduction to the francolins

Of the global extant francolin species (n=14) belonging to the aforementioned genera, 21% (n=3) are in a global threat category: in this case all ‘Near-threatened’. These Red-listed species belong to the Scleroptila genus and occur mostly in East Africa with sub-populations of one species remaining in Cameroon {West Africa; BirdLife International (2018) IUCN Red List for birds. Downloaded from http://www.birdlife.org on 14/02/2018}.

In South Africa, pressure from wing shooters and livestock grazing around the earlier 1900s caused certain populations of gamebirds in South Africa to survive where others did not, resulting in fragmented populations or local extinctions. However, species such as grey-winged francolin Scleroptila africanus, increased in the Eastern Cape grassland following the inland settlement by European farmers. Past introductions of foreign gamebirds have fortunately and, for some reason (possibly due to blood parasites) been unsuccessful (Little and Crowe 2011).

The assessment of changes in abundance for the species discussed here (from SABAP1 to SABAP2) is not further complicated by migratory habits, due to their mostly resident statuses. The species accounts are ordered in ascending Roberts number order as published by Hockey et al. (2005).

Coqui francolin Peliperdix coqui

The range-change map (Figure 4) of this highly localised gamebird raised concern due to very large and widespread decreases (57-60% of grid cells where it was recorded) across most of its core distribution range that falls broadly within South Africa’s Savanna Biome (Mucina & Rutherford 2006). Since SABAP1, this species’ distribution seemed to shift towards biomes containing habitats that are more diverse in vegetation structure and land-use compared to its favoured tall-grassed and open woodland habitats. Where this species historically avoided agricultural fields (Little 2005a), the GeoTerra Image (2015) land cover dataset of 2013-2014 showed Coqui francolin Peliperdix coqui (Figure 1) might prefer a mix of low intensity, cultivated commercial fields interspersed with grassland. This increase was especially noticeable around the intersections between North-West, Free State and Gauteng provincial boundaries.

Figure 1. Coqui francolin male, Gauteng Province. Photographer © I McCutcheon. Record 27539 in the BirdPix section of the ADU Virtual Museum. Full details available at http:// vmus.adu.org.za/?vm=BirdPix-27539
Figure 1. Coqui francolin male, Gauteng Province. Photographer © I McCutcheon. Record 27539 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-27539
Figure 2. SABAP1 distribution map for the Coqui francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 3.
Figure 2. SABAP1 distribution map for the Coqui francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 3.
Figure 3. SABAP2 distribution map for the Coqui francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 3. SABAP2 distribution map for the Coqui francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 4. Range-change map between SABAP1 and SABAP2 for the Coqui francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 1. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in Coqui francolin occurred. Sandcoloured areas are grassland, coral-coloured areas are low intensity, cultivated commercial fields, green areas are woodland and yellow is depicted as urban areas. The bright blue at the right of the inset map is the Vaal Dam with the Vredefort Dome visible immediately to the West.
Figure 4. Range-change map between SABAP1 and SABAP2 for the Coqui francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 1. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in Coqui francolin occurred. Sandcoloured areas are grassland, coral-coloured areas are low intensity, cultivated commercial fields, green areas are woodland and yellow is depicted as urban areas. The bright blue at the right of the inset map is the Vaal Dam with the Vredefort Dome visible immediately to the West.

Table 1. Range-change summary for the Coqui francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 4, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 208 57 129 60
Orange (large decrease) 37 10 25 12
Yellow (small decrease) 29 8 15 7
Light green (small increase) 10 3 6 3
Dark green (large increase) 17 5 10 5
Blue (very large increase) 66 18 29 14
Total 367 100 214 100

Crested francolin Dendroperdix sephaena

This species showed approximately equal portions of increases and decreases in its distribution across the northern parts of South Africa (Table 2). Decreases could have been associated across crested francolin Dendroperdix sephaena (Figure 5) distribution to a multitude of land covers including plantations, orchards, thicket, urban areas and high intensity commercial agriculture. The northern half of the Gauteng Province showed increases mostly in urban areas, wooded habitats and low to medium intensity commercial agricultural fields interspersed with grassland (GeoTerra Image, 2015). As with the Coqui francolin, the crested francolin seemed to shift its distribution towards the Kalahari (Westerly) where low shrubland, subsistence and low intensity commercial agriculture and, open woodland form a heterogeneous landscape. This shared preference for habitats with the former species, has been reported before by Little (2005b).

Figure 5. Crested francolin, North-West Province. Photographer © D Kennedy. Record 5159 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu. org.za/?vm=BirdPix-5159
Figure 5. Crested francolin, North-West Province. Photographer © D Kennedy. Record 5159 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-5159
Figure 6. SABAP1 distribution map for the crested francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 7.
Figure 6. SABAP1 distribution map for the crested francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 7.
Figure 7. SABAP2 distribution map for the crested francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 7. SABAP2 distribution map for the crested francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 8. Range-change map between SABAP1 and SABAP2 for the crested francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 2. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in crested francolin occurred. Sandcoloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas.
Figure 8. Range-change map between SABAP1 and SABAP2 for the crested francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 2. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in crested francolin occurred. Sandcoloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas.

Table 2. Range-change summary for the crested francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 8, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 49 13 18 10
Orange (large decrease) 75 20 43 23
Yellow (small decrease) 61 16 35 19
Light green (small increase) 45 12 24 13
Dark green (large increase) 81 21 32 17
Blue (very large increase) 67 18 32 17
Total 378 100 184 100

Grey-winged francolin Scleroptila africanus

Very large decreases were visible across the ‘Cape provinces’ and KwaZulu-Natal (46-51% cells where the species was recorded; Figure 12; Table 3). In the Western Cape Province these areas were characterised by GeoTerra Image (2015) as high intensity cultivated commercial fields, vineyards and urbanisation with increases towards the North into the Karoo’s low shrubland and bare soils (Figure 12). The decreases elsewhere across the Eastern Cape and KwaZulu-Natal seemed to be in areas where sparse commercial cultivated fields of low intensity or plantations/woodland were present. The largest increases in distribution for grey-winged francolin Scleroptila africanus (Figure 9) was distributed across the boundaries of the Free State and Mpumalanga Provinces of South Africa. Here, high-density commercial cultivated fields of low to medium intensity, dominated the historically grassland landscape. What the GeoTerra Image remote sensing product could not tell us was whether domestic livestock grazing has impacted on changes in distribution of this species. We may only assume that remnant grasslands where decreases took place across the Mpumalanga Province are associated with livestock (Jansen et al. 1999).

Figure 9. Grey-winged francolin, Eastern Cape Province. Photographers © G and D Darling. Record 33282 in the BirdPix section of the ADU Virtual Museum. Full details available at http: //vmus.adu.org.za/?vm=BirdPix-33282
Figure 9. Grey-winged francolin, Eastern Cape Province. Photographers © G and D Darling. Record 33282 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-33282
Figure 10. SABAP1 distribution map for the grey-winged francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 11.
Figure 10. SABAP1 distribution map for the grey-winged francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 11.
Figure 11. SABAP2 distribution map for the grey-winged francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 11. SABAP2 distribution map for the grey-winged francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 12. Range-change map between SABAP1 and SABAP2 for the grey-winged francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 3. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in grey-winged francolin occurred. Sand-coloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas.
Figure 12. Range-change map between SABAP1 and SABAP2 for the grey-winged francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 3. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where widespread and large (greenbordered cells) to very large (blue-bordered cells) increases in grey-winged francolin occurred. Sand-coloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas.

Table 3. Range-change summary for the grey-winged francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 12, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 263 46 141 51
Orange (large decrease) 76 13 50 18
Yellow (small decrease) 42 7 22 8
Light green (small increase) 29 5 13 5
Dark green (large increase) 34 6 10 4
Blue (very large increase) 128 22 43 15
Total 572 100 279 100

Shelley’s francolin Scleroptila shelleyi

Across this species’ distribution range, widespread and very large decreases were evident since the first SABAP (Figure 16). These contiguous areas of decreased reporting rates such as central to north-eastern Mpumalanga, contained massive areas under exotic plantations and dense woodland or thicket (GeoTerra Image 2015). Other land covers appearing within these quarter degree grid cells are grasslands interspersed with woodland, plantations and orchards. Northern Kruger National Park also showed widespread but, very large decreases since SABAP1 and these were characterised by contiguous patches of thicket or denser woodland with some very large increases where grassland was more dominant towards the central parts of the park. Western KwaZulu-Natal showed the largest contiguous area of very large increases since SABAP1 (Figure 16). Here, a mosaic of land cover classes was evident across the grid cells where grassland dominated but with some areas covered by urbanisation (formal and informal), villages, medium intensity agriculture and woodland. Across South Africa, areas containing at least some grassland patches among woodland showed to host more Shelley’s francolin Scleroptila shelleyi (Figure 13) than other areas, as reported before by Little (2005c).

Figure 13. Shelley’s francolin calling, KwaZulu-Natal Province. Photographer © M Booysen. Record 10358 in the BirdPix section of the ADU Virtual Museum. Full details available at http: //vmus.adu.org.za/?vm=BirdPix-10358
Figure 13. Shelley’s francolin calling, KwaZulu-Natal Province. Photographer © M Booysen. Record 10358 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-10358
Figure 14. SABAP1 distribution map for the Shelley’s francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 15.
Figure 14. SABAP1 distribution map for the Shelley’s francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 15.
Figure 15. SABAP2 distribution map for the Shelley’s francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 15. SABAP2 distribution map for the Shelley’s francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 16. Range-change map between SABAP1 and SABAP2 for the Shelley’s francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 4. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying complex mosaic of land cover classes (GeoTerra Image 2015) of an area where large (greenbordered cells) to very large (blue-bordered cells) increases in Shelley’s francolin occurred. Sand-coloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas. Orange areas are exotic plantations and dull pink-purple are subsistence agriculture around urban villages (yellow).
Figure 16. Range-change map between SABAP1 and SABAP2 for the Shelley’s francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 4. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying complex mosaic of land cover classes (GeoTerra Image 2015) of an area where large (greenbordered cells) to very large (blue-bordered cells) increases in Shelley’s francolin occurred. Sand-coloured areas are grassland, coral to brown-coloured areas are cultivated commercial fields, green areas are woodland and yellow and purple are depicted as urban areas. Orange areas are exotic plantations and dull pink-purple are subsistence agriculture around urban villages (yellow).

Table 4. Range-change summary for the Shelley’s francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 16, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 179 59 122 59
Orange (large decrease) 34 11 27 13
Yellow (small decrease) 18 6 12 6
Light green (small increase) 15 5 10 5
Dark green (large increase) 15 5 12 6
Blue (very large increase) 42 14 25 12
Total 303 100 208 100

Red-winged francolin Scleroptila levaillantii

A species sensitive to overgrazing and frequent burning, the effects of these land-use practices result in local population collapses due to changes in habitat quality and quantity (Jansen et al. 1999; Jansen et al. 2000; Jansen et al. 2001). Where the uKhahlamba-Drakensberg Park, KwaZulu-Natal Province used to be a South African stronghold for red-winged francolin Scleroptila levaillantii (Figure 17, 18; Little 2005), SABAP range-change data showed that large to very large decreases took place since 1991. However, very large decreases in grid cells were widespread and clustered across the species’ relatively small South African distribution (Table 5). Generally, land covers such as dense commercial agriculture of various intensity and bare mines among grasslands were areas that showed the largest decreases (Figure 20). Along the eastern to southern coast of South Africa and down to the Western Cape, thicket, woodland, exotic plantations, high intensity commercial agriculture and urbanisation seemed to drive lowered reporting rates. Across central Mpumalanga, large to very large increases in distribution seemed to be associated with the same land covers where large decreases (Free State, South-Western Mpumalanga and Eastern Cape) took place except for the lowered agricultural intensity that dominated this area of increased reports. A possibility for this anomaly might be increased livestock grazing in provinces where very large decreases were seen. As mentioned before, grazing intensity on grassland systems could not be identified using GeoTerra Image (2015) remote sensing product and may well be a confounding factor in some of the grassland-covered areas. The land cover dataset also does not show burnt areas hence, these two important components driving red-winged francolin populations might well have been the cause of country-wide declines, especially across the interior of South Africa where livestock grazing is prominent.

Figure 17. Red-winged francolin, Malawi. Photographers © G, C and F Brown. Record 2949 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu. org.za/?vm=BirdPix-2949
Figure 17. Red-winged francolin, Malawi. Photographers © G, C and F Brown. Record 2949 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-2949
Figure 18. SABAP1 distribution map for the red-winged francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 19.
Figure 18. SABAP1 distribution map for the red-winged francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 19.
Figure 19. SABAP2 distribution map for the red-winged francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 19. SABAP2 distribution map for the red-winged francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 20. Range-change map between SABAP1 and SABAP2 for the red-winged francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 5. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where large (green-bordered cells) to very large (blue-bordered cells) increases in red-winged francolin occurred. Coral-coloured areas are low intensity commercial agriculture and sand-coloured areas are grassland. Orange areas are depicted as plantations, red being bare mines and darker brown colours higher intensity commercial agriculture to the West of the map.
Figure 20. Range-change map between SABAP1 and SABAP2 for the red-winged francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 5. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where large (green-bordered cells) to very large (blue-bordered cells) increases in red-winged francolin occurred. Coral-coloured areas are low intensity commercial agriculture and sand-coloured areas are grassland. Orange areas are depicted as plantations, red being bare mines and darker brown colours higher intensity commercial agriculture to the West of the map.

Table 5. Range-change summary for the red-winged francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 20, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 172 50 111 46
Orange (large decrease) 43 12 36 15
Yellow (small decrease) 21 6 16 7
Light green (small increase) 13 4 10 4
Dark green (large increase) 27 8 22 9
Blue (very large increase) 70 20 44 18
Total 346 100 239 100

Orange River francolin Scleroptila levaillantoides

Found predominantly across central South Africa, Botswana and Namibia, the Orange River francolin Scleroptila levaillantoides (Figure 21) prefers grassland habitats in certain parts of its range or the presence of woody plants and cultivated fields in other areas (Little and Crowe 2011). Although this is the only species discussed here that showed large to very large increases across ~50% of its distribution (Table 6), there were few, clustered large to very large decreases across its South African range. It was not clear why these decreases were centred around the Eastern Kalahari Bushveld Bioregion (Mucina and Rutherford 2006) as low shrubland, grassland, and the presence of woody plants seemed to be associated with these drastic changes. Towards the East of the country, commercial agriculture was dominant across grid cells that showed very large decreases as well as very large increases. One possible explanation for this unique pattern across South Africa could be that livestock grazing (not evident from the remote sensing products used here) determined the presence of this species in an area where high intensity grazing could have resulted in modifying grassland structure to such a degree rendering certain areas unfavourable for Orange River francolin. Contrary to the above pattern, this species’ north-eastern distribution across the Mpumalanga, Free State, Gauteng and North-West Provinces seemed to be a large contiguous area of large to very large increases (Figure 24). This area was characterised by low to medium intensity commercial agriculture, a multitude of wetlands and grassland habitat, all in approximately equal proportions across the landscape. Another area near the boundaries of the Free State and Northern Cape Provinces showed very large increases in distribution of this species. Here, low shrubland dominated but was interspersed with the Orange River francolin’s favoured habitat across its range: grassland.

Figure 21. Orange River francolin, North-West Province. Photographer © SW Evans. Record 652 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus. adu.org.za/?vm=BirdPix-652
Figure 21. Orange River francolin, North-West Province. Photographer © SW Evans. Record 652 in the BirdPix section of the ADU Virtual Museum. Full details available at http://vmus.adu.org.za/?vm=BirdPix-652
Figure 22. SABAP1 distribution map for the Orange River francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 23.
Figure 22. SABAP1 distribution map for the Orange River francolin. Note that quarter degree grid cells shaded turquoise had no SABAP1 data or fewer than four cards submitted (Mozambique, Botswana, Namibia, much of the Northern Cape Province and former Transkei). The colours represent reporting rates, and the cutpoints for the different colours are the same as used for SABAP2, see Figure 23.
Figure 23. SABAP2 distribution map for the Orange River francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 23. SABAP2 distribution map for the Orange River francolin, downloaded 19 May 2017. The detailed interpretation of this map is provided by Underhill & Brooks (2016a). Pentads with four or more checklists are either shaded white, species not recorded, or in colour, with shades based on reporting rate: yellow 0-10.2%, orange 10.2-26.3%, light green 26.3-43.3%, dark green 43.3-63.2%, light blue 63.2-79.2% and dark blue 79.2-100%.
Figure 24. Range-change map between SABAP1 and SABAP2 for the Orange River francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 6. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where large (green-bordered cells) to very large (blue-bordered cells) increases in
Figure 24. Range-change map between SABAP1 and SABAP2 for the Orange River francolin downloaded 19 May 2017. Red, orange and yellow represent quarter-degree grid cells with very large, large, and small relative decreases and blue, dark green and light green represent grid cells with very large, large and small relative increases. A count of the number of grid cells in each category is provided in Table 6. Only grid cells with at least four checklists in both SABAP1 and SABAP2 are shown. More detailed information on the interpretation of this range-change map is provided in Underhill & Brooks (2016b). Inset map shows underlying land cover classes (GeoTerra Image 2015) of an area where very large (blue-bordered cells) increases in Orange River francolin occurred. Coral and brown-coloured areas depict low to high intensity cultivated commercial fields, respectively. Sand-coloured areas are grassland.

Table 6. Range-change summary for the Orange River francolin between SABAP1 and SABAP2. Numbers (and percentages) in each colour category of Figure 24, for which there are at least four checklists per quarter degree grid cell in both SABAP1 and SABAP2. Also shown are the same summaries when the analysis is restricted to grid cells with at least 30 checklists for both SABAP1 and SABAP2.

4+ checklists 30+ checklists
Status Count % Count %
Red (very large decrease) 87 23 17 13
Orange (large decrease) 36 9 13 10
Yellow (small decrease) 28 7 10 8
Light green (small increase) 36 9 14 11
Dark green (large increase) 47 12 14 11
Blue (very large increase) 149 39 58 46
Total 383 100 126 100

Acknowledgements

This paper is part of a series, which celebrates the contributions of thousands of citizen scientists to the databases of the first and second bird atlas projects in Southern Africa (SABAP1 and SABAP2). From 2007 to March 2017, SABAP2 (Underhill 2016) was a partnership project of SANBI (South African National Biodiversity Institute), BirdLife South Africa and the Animal Demography Unit in the Department of Biological Science at the University of Cape Town.

References

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