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11. describe the biophysical characteristics #52

Closed gubuntu closed 3 years ago

gubuntu commented 3 years ago
Areas Average annual rainfall/mm Penman Aridity index (UNEP index) Aridity index Core area(s) Buffer zone(s) Transition area(s)
Hyper-arid P<100 <0.05 <0.05
Arid 100-400 0.05-0.28 0.05-0.20
Semi-arid 400-600 0.28-0.43 0.21-0.50
Dry Sub-humid 600-800 0.43-0.60 0.51-0.65
Moist Sub-humid 800-1200 0.60-0.90 >0.65
Per-humid P>1200 >0.90

Table 1: Aridity index resulting from the use of P/ETP Mean annual precipitation (P)/mean annual potential evapotranspiration (ETP)

ref biosphere_reserve_nomination_form_2013_en.pdf

seabilwe commented 3 years ago

11. BIOPHYSICAL CHARACTERISTICS

11.1. General description of site characteristics and topography of area:

(Briefly describe the major topographic features (wetlands, marshes, mountain ranges, dunes etc.) which most typically characterize the landscape of the area). Topography: The Waterberg Mountain range is the most noticeable topographic feature in the biosphere reserve. The elevation of the range above sea level within the Waterberg Biosphere Reserve area varies between 807.7 meters (lowest point) in Wonderkop Nature Reserve and 2100 meters (highest point) in Marakele National Park. The mountainous area of the Waterberg forms a large plateau with steep escarpments t the south and east. The mountain range has predominantly sandstone hills and mountains.

The area receives between 650 and 900 mm of rain annually. It is characterized by numerous streams and small streams, rock-pools and large pools in the stream and river beds, fountains , marshes, and other features associated with high rainfall on the rocky areas of the mountains. The bare and beautiful sandstone cliffs so typically of the Waterberg mountains and other adjacent hill or koppies can be described as a major characterizing feature of the biosphere as well.

Vegetation The vegetation of the Waterberg Biosphere Reserve and surrounding area are classified and considered to being savanna. Therefore being a savanna biome. Less than 5% of the biome is formally protected in the region. There are bout 5 different veld types represented in the biosphere reserve. The common types are the Sour Bushveld and Mixed Bushveld. The north is dominated by the Arid Sweet Bushveld. The south and central on the highest parts of the Waterberg are covered by one of the most threatened veld types (i.e. the North-Eastern Mountain Sourveld). The Sour Bushveld has the most occurrence in the biosphere reserve. The Waterberg Plateau has very large diversity of habitat types, such as valleys, cliffs and slopes. The deep sandy are alternated by shallow and rocky soils that occur on the flats and plateau. In the valleys the vegetation changes from riparian vegetation to the predominately thornveld on the loamy alluvial valley floors.

River systems and wetlands The Lephalala, Mokolo, Matlabas, and the Mogalakwena are the four main drainage rivers that exist within the area. These rivers and other numerous smaller streams and rivers, constitute a major water catchment area for the Limpopo basin. The larger Waterberg District and the concept of promoting the biosphere reserve model as an important bio-regional plan and strongly advocates the integration of the Nylsvley floodplain in the future zonation pattern of the Waterberg Biosphere Reserve.

Wetlands play an important hydrological and ecological role, because they perform a number of functions, such as water storage , stream flow regulation, flood attenuation, water purification, nutrient assimilation, sediment accretion, and the provision of habitat for a wide variety of plant and animal species.

11.2 Altitudinal range

11.2.1 Highest elevation above sea level: 2100 metres 11.2.2 Lowest elevation above sea level: 800 metres 11.2.3 For coastal/marine areas, maximum depth below mean sea level: ____ metres

11.3. Climate:

(Briefly describe the climate of the area, you may wish to use the regional climate classification by Köppen as suggested by WMO (http://www.wmo.int/pages/themes/climate/understanding_climate.php)). 11.3.1 Average temperature of the warmest month: between 25 to 28 °C 11.3.2 Average temperature of the coldest month: between 14 to 19 °C 11.3.3 Mean annual precipitation: between 600 to 900 mm, recorded at an elevation of ___ metres

11.3.4 Is there a meteorological station in or near the proposed biosphere reserve? If so, what is its name and location and how long has it been operating?

11.4. Geology, geomorphology, soils:

(Briefly describe important formations and conditions, including bedrock geology, sedimentary deposits, and important soil types). Geology The main mass of the Waterberg consists sedimentary rock, and is bounded by escarpments on the north, east and south with the central portion forming the Palala Plateau. These sediments are entirely detritus and consist of sandstone, mudstone, shale, conglomerates, and lenses of grits. The Waterberg Group of Sandstone is almost entirely limited to the Waterberg Biosphere. The Bushveld Igneous Complex, was formed 1 954 +/- 30 million years ago while the Waterberg Super Group was formed about 1790 million years ago following an extensive period of leveling due to the erosion of the Bushveld Igneous Complex.

Soils The Waterberg is dominated by sandstone with a large percentage of quartz, therefore the nature of the soil is predominantly sandy. The sandy soils are very leached due to the relatively high rainfall and are, therefore , mostly of a distrophic nature. Large protions of the soils are very shallow and rocky, due to predominantly hilly and mountainous nature of the terrain. Dominant soils found on the flat areas such as the plateau and lower lying plains are of the Clovelly and Avalon forms. Other forms of soil are higher in clay and nutrient content and generally with a better developed structure are more common.

zacharlie commented 3 years ago

11.5 Bioclimatic zone

Obtaining regional climate data proved challenging, however a map service was found to be available from the Western Cape Department of Agriculture which had national coverage and is available from the URL: https://gis.elsenburg.com/arcgis/rest/services/Climate/MapServer/13

The source for this data is listed as: SA Atlas of Climatology and Agrohydrology (R.E. Schulze, 2009)

The map service was available as a rendered image, so in order to categorise the image for analysis it was exported (at a resolution of 1000m - EPSG:3857) and the relevant values were extracted from the RGB data based on the Band 1 (Red) value. Where the same value was identified, a combination of Band 1 and Band 2(blue). The relevant categories were outlined as follows (note that the original classification values appear to be in mm per annum):

category 1 - < 100 [232] category 2 - 100 - 200: [240] category 3 - 200 - 300: [247] category 4 - 300 - 400: [250] category 5 - 400 - 500: [252, 193] category 6 - 500 - 600: [252,234] category 7 - 600 - 700: [233] category 8 - 700 - 800: [202] category 9 - 800 - 900: [168] category 10 - 900 - 1000: [134] category 11 - 1000 - 2000: [94] category 12 - > 2000: [40]

These were used to produce a new raster with the QGIS raster calculator and the following calculation:

("raster@1"=232)*1 +
("raster@1"=240)*2 +
("raster@1"=247)*3 +
("raster@1"=250)*4 +
("raster@1"=252 AND "raster@2"=193)*5 +
("raster@1"=252 AND "raster@2"=234)*6 +
("raster@1"=233)*7 +
("raster@1"=202)*8 +
("raster@1"=168)*9 +
("raster@1"=134)*10 +
("raster@1"=94)*11 +
("raster@1"=40)*12

This image was used to calculate zonal statistics for each of the proposed biosphere areas with the results outlined in the following table.

zone pr_mean pr_median pr_min pr_max pr_range pr_variance
core 5.82726130653266 6 4 8 4 0.494658831216408
transition 5.59002106876077 6 4 8 4 0.641436525125875
buffer 5.85049078864658 6 4 8 4 0.53216563601826

From this analysis (and the accompanying map), it was determined that all areas predominantly receive a mean annual rainfall of between 400 - 600mm and may be classified as Semi-arid regions.

Areas Average annual rainfall/mm Penman Aridity index (UNEP index) Aridity index Core area(s) Buffer zone(s) Transition area(s)
Hyper-arid P<100 <0.05 <0.05
Arid 100-400 0.05-0.28 0.05-0.20
Semi-arid 400-600 0.28-0.43 0.21-0.50 x x x
Dry Sub-humid 600-800 0.43-0.60 0.51-0.65
Moist Sub-humid 800-1200 0.60-0.90 >0.65
Per-humid P>1200 >0.90

Mean Annual Rainfall

zacharlie commented 3 years ago

The following screenshot shows the national mean annual rainfall data for reference purposes and utilises the same legend item as the map referenced above

image

zacharlie commented 3 years ago

11.6 Biological characteristics

A preliminary outline of the coverage for regional habitat/ vegetation types from the 2018 NBA data has been outlined in #54 which identifies the relevant threat levels of particular habitats.

Habitat description (Excerpt from Waterberg Bioregional Plan 2016)

The Waterberg District supports predominantly savanna vegetation, with some grassland and forest. Small patches of azonal vegetation types associated with hydrological processes, geology and salinity occur along wetlands and rivers, such as the Nyl, Crocodile, Tamboti and Moloko.

Habitat coverage by Zone

An additional assessment was undertaken to determine the extent of each habitat type in relation to regional bioregions and national extents by running overlap analysis on the 2018 National Biodiversity Assessment, or "vegmap" data which outlines specific habitat types.

The following table summarises the coverage percentage of each habitat and the remaining extent within the Republic of South Africa.

Habitat Name Bioregion Core Coverage Buffer Coverage Transition Coverage Total Coverage Remaining Extent
Central Sandy Bushveld Central Bushveld Bioregion 3.7836 13.2701 7.3801 24.4338 75.5662
Dwaalboom Thornveld Central Bushveld Bioregion 13.9969 29.4045 8.1290 51.5304 48.4696
Limpopo Sweet Bushveld Central Bushveld Bioregion 31.3612 52.6172 4.2535 88.2319 11.7681
Madikwe Dolomite Bushveld Central Bushveld Bioregion 20.2583 28.6136 0.6577 49.5295 50.4705
Makhado Sweet Bushveld Central Bushveld Bioregion 0.6668 6.7462 24.9196 32.3326 67.6674
Mamabolo Mountain Bushveld Central Bushveld Bioregion 5.3148 10.8577 14.3149 30.4874 69.5126
Polokwane Plateau Bushveld Central Bushveld Bioregion 3.4569 8.0323 11.1486 22.6378 77.3622
Poung Dolomite Mountain Bushveld Central Bushveld Bioregion 5.4191 0.0000 0.0000 5.4191 94.5809
Roodeberg Bushveld Central Bushveld Bioregion 8.3161 29.2028 8.5768 46.0957 53.9043
Soutpansberg Mountain Bushveld Central Bushveld Bioregion 0.0000 0.9292 0.0000 0.9292 99.0708
Springbokvlakte Thornveld Central Bushveld Bioregion 2.2785 7.5901 1.8428 11.7114 88.2886
Strydpoort Summit Sourveld Mesic Highveld Grassland Bioregion 17.5495 7.2969 0.0000 24.8464 75.1536
Subtropical Alluvial Vegetation Alluvial Vegetation 0.0909 0.3598 0.0133 0.4640 99.5360
Waterberg-Magaliesberg Summit Sourveld Mesic Highveld Grassland Bioregion 15.0707 50.8864 27.2246 93.1818 6.8182
Waterberg Mountain Bushveld Central Bushveld Bioregion 18.3448 59.2625 15.5091 93.1163 6.8837
Western Sandy Bushveld Central Bushveld Bioregion 24.1277 14.4275 0.7560 39.3111 60.6889

The following table contains the results of data aggregated by habitat name and indicates the level of coverage (by area) for the specified habitats.

Habitat Name Bioregion Area (ha) Total coverage (ha) Core area (ha) Buffer area (ha) Transition area (ha)
Central Sandy Bushveld Central Bushveld Bioregion 1725521.70680 559607.63219 69440.77956 291143.95690 199022.89574
Dwaalboom Thornveld Central Bushveld Bioregion 967049.32914 270664.94090 108655.63670 135576.97482 26432.32938
Limpopo Sweet Bushveld Central Bushveld Bioregion 1202168.97060 154253.72450 46195.74325 101509.04434 6548.93690
Madikwe Dolomite Bushveld Central Bushveld Bioregion 97429.52893 20627.11157 10522.85931 9825.07366 279.17860
Makhado Sweet Bushveld Central Bushveld Bioregion 1011091.15878 326912.38568 6742.34974 68210.26155 251959.77439
Mamabolo Mountain Bushveld Central Bushveld Bioregion 66692.83137 21967.35196 13369.72428 5453.05973 3144.56795
Polokwane Plateau Bushveld Central Bushveld Bioregion 444532.64734 100632.33996 15366.97358 35706.26488 49559.10150
Poung Dolomite Mountain Bushveld Central Bushveld Bioregion 89134.96648 8425.84034 8425.84034 0.00000 0.00000
Roodeberg Bushveld Central Bushveld Bioregion 649638.08280 299455.14264 54024.27880 189712.51021 55718.35362
Soutpansberg Mountain Bushveld Central Bushveld Bioregion 414801.81449 71.88708 0.00000 71.88708 0.00000
Springbokvlakte Thornveld Central Bushveld Bioregion 892845.64853 104564.55897 20343.56467 67767.43814 16453.55616
Strydpoort Summit Sourveld Mesic Highveld Grassland Bioregion 26805.04409 11908.04841 8485.69234 3422.35607 0.00000
Subtropical Alluvial Vegetation Alluvial Vegetation 127174.74973 14080.68494 3394.47224 9643.34636 1042.86634
Waterberg-Magaliesberg Summit Sourveld Mesic Highveld Grassland Bioregion 52586.57661 50096.51663 27402.82014 14523.88180 8169.81469
Waterberg Mountain Bushveld Central Bushveld Bioregion 882361.57501 866877.50755 229827.23722 464327.88172 172722.38861
Western Sandy Bushveld Central Bushveld Bioregion 649418.02429 320012.86749 114276.75093 195222.70535 10513.41121

The following map indicates the coverage, extent and locality of these habitats within the Republic of South Africa.

habitats

Additionally, aggregation was performed on the input data to calculate the extent of the relevant bioregions.

Bioregion Area (ha)
Alluvial Vegetation 962431.5168
Mesic Highveld Grassland Bioregion 12537497.75
Central Bushveld Bioregion 11856619.94

The following map indicates the coverage, extent and locality of these bioregions within the Republic of South Africa.

bioregions

Processing notes

The coordinate reference system for the 2018 NBA source data (a customised albers equal area, WGS84) resulted in errors with the overlay analysis. As a result, overlay analysis was conducted by reprojecting the zone boundaries and vegmap data to EPSG:9221 (Albers equal area conic, Hartebeeshoek 1994). Aggregation was performed on habitat name and summing the relevant areas and utilising the mean value for coverage percentage. Note that the minimum and maximum coverage percentages were used to ensure that the value had remained consistent in line with the outputs and are simply validation fields only.

aggregation

Isolation of the relevant habitats for cartographic purposes was achieved with an array of relevant values used to filter the relevant features

if(array_contains(array(
'Central Sandy Bushveld',
'Dwaalboom Thornveld',
'Limpopo Sweet Bushveld',
'Madikwe Dolomite Bushveld',
'Makhado Sweet Bushveld',
'Mamabolo Mountain Bushveld',
'Polokwane Plateau Bushveld',
'Poung Dolomite Mountain Bushveld',
'Roodeberg Bushveld',
'Soutpansberg Mountain Bushveld',
'Springbokvlakte Thornveld',
'Strydpoort Summit Sourveld',
'Subtropical Alluvial Vegetation',
'Waterberg-Magaliesberg Summit Sourveld',
'Waterberg Mountain Bushveld',
'Western Sandy Bushveld')
,"Name_18")
,"Name_18",'Other')

This was replicated for the bioregions

if(array_contains(array(
'Alluvial Vegetation',
'Mesic Highveld Grassland Bioregion',
'Central Bushveld Bioregion')
,"BIOREGION_")
,"BIOREGION_",'Other')

District level habitat coverage

A table with details on vegetation types within the Waterberg District is outlined in the Waterberg District Bioregional Plan in Table 2. Summary of vegetation types, with national ecosystem threat status, levels of endemism and ecosystem protection for the Waterberg District, based on the NBA 2011 and the Limpopo Conservation Plan (LCPv2) (Desmet et al., 2013).

table2-habitats-LimpopoConservationPlan

Landuse

Overlap analysis of data obtained from the NGI and produced by the DEA for landcover and landuse areas (aggregated by feature type) is outlined in the table below.

Core Buffer Transition
Barren Lands (ha) 0.0000 10.1226 25.5735
Cultivated Land (ha) 25080.6811 0.0000 0.0000
Forest and Woodlands (ha) 1582.5816 0.0000 923.6751
Orchard or Vineyard (ha) 208.9182 1859.9155 1188.3670
Plantation (ha) 0.0000 26.8602 0.0000
Residential (ha) 192.3334 6279.1486 21852.0615

Percentage of each land use coverage within a particular zone is outlined in the following table

Core Buffer Transition
Barren Lands % 0.0000 0.0006 0.0032
Cultivated Land % 3.4050 0.0000 0.0000
Forest and Woodlands % 0.2149 0.0000 0.1152
Orchard or Vineyard % 0.0284 0.1168 0.1483
Plantation % 0.0000 0.0017 0.0000
Residential % 0.0261 0.3944 2.7262

This land use data was clipped to the Study Area of Interest from national level data, with processing taking place in UTM35S

gubuntu commented 3 years ago

impressive @zacharlie and @seabilwe !

gubuntu commented 1 year ago

update Nov 2022

land cover (2020) per zone

"class_name" "core_ha" "buffer_ha" "transition_ha" "contiguous low forest & thicket" 944 2457 523 "dense forest & woodland" 123132 198001 72931 "open woodland" 594580 901415 297709 "contiguous & dense plantation forest" 258 931 233 "open & sparse plantation forest" 319 1316 405 "temporary unplanted (clear-felled) plantation forest" 0 50 93 "sparsely wooded grassland" 2184 816 176 "natural grassland" 157515 181414 50411 "natural rivers" 336 1104 97 "natural pans (flooded @ observation times)" 22 75 12 "artificial dams (including canals)" 1692 1935 501 "artificial sewage ponds" 0 10 13 "artificial flooded mine pits" 71 226 136 "herbaceous wetlands (currently mapped)" 2151 2179 703 "herbaceous wetlands (previously mapped)" 3999 6332 1034 "natural rock surfaces" 7787 3072 617 "dry pans" 32 67 30 "eroded lands" 1098 2997 1921 "bare riverbed material" 263 435 187 "other bare" 1985 1420 569 "cultivated commercial permanent orchards" 189 2219 574 "commercial annual crops pivot irrigated" 4950 42159 4047 "commercial annual crops non-pivot irrigated" 39 1105 15 "commercial annual crops rain-fed / dryland" 27040 98254 40531 "subsistence / small-scale annual crops" 278 17082 61145 "fallow land & old fields (trees)" 3380 12193 5589 "fallow land & old fields (bush)" 29695 88144 47463 "fallow land & old fields (grass)" 3434 7783 3923 "fallow land & old fields (bare)" 43 118 49 "residential formal (tree)" 198 915 1537 "residential formal (bush)" 602 5538 17002 "residential formal (low veg / grass)" 181 4741 11637 "residential formal (bare)" 136 1634 2337 "residential informal (tree)" 2 9 41 "residential informal (bush)" 40 87 272 "residential informal (low veg / grass)" 8 170 225 "residential informal (bare)" 5 119 139 "village scattered (bare & low veg/ grss combo)" 206 865 1046 "village dense (bare & low veg / grss combo)" 20 326 471 "smallholdings (tree)" 696 381 334 "smallholdings (bush)" 1070 4101 3006 "smallholdings (low veg / grass)" 286 860 215 "smallholdings (bare)" 10 39 17 "urban recreational fields (tree)" 3 151 116 "urban recreational fields (bush)" 42 341 348 "urban recreational fields (grass)" 22 229 186 "urban recreational fields (bare)" 0 9 2 "commercial" 14 229 411 "industrial" 141 696 399 "roads & rails (major linear)" 774 2196 856 "mines: surface infrastructure" 121 151 290 "mines: extraction pits, quarries" 441 763 714 "mine: tailings and resource dumps" 974 1802 2465 "land-fills" 0 2 6 "fallow land & old fields (wetlands)" 104 452 134

Land Cover

Land Cover

gubuntu commented 1 year ago

Vegetation type (Mucina and Rutherford 2018) by zone

[map is in original report]

"zone" "veg" "area_ha" "buffer" "Waterberg Mountain Bushveld" 400484 "buffer" "Central Sandy Bushveld" 349859 "buffer" "Roodeberg Bushveld" 195485 "buffer" "Western Sandy Bushveld" 169384 "buffer" "Limpopo Sweet Bushveld" 168683 "buffer" "Dwaalboom Thornveld" 129213 "buffer" "Springbokvlakte Thornveld" 65078 "buffer" "Makhado Sweet Bushveld" 48727 "buffer" "Polokwane Plateau Bushveld" 30413 "buffer" "Waterberg-Magaliesberg Summit Sourveld" 12360 "buffer" "Subtropical Alluvial Vegetation" 9890 "buffer" "Madikwe Dolomite Bushveld" 9771 "buffer" "Mamabolo Mountain Bushveld" 5414 "buffer" "Strydpoort Summit Sourveld" 2067 "core" "Waterberg Mountain Bushveld" 343850 "core" "Western Sandy Bushveld" 147721 "core" "Dwaalboom Thornveld" 108633 "core" "Roodeberg Bushveld" 96927 "core" "Central Sandy Bushveld" 94115 "core" "Limpopo Sweet Bushveld" 46440 "core" "Springbokvlakte Thornveld" 35243 "core" "Waterberg-Magaliesberg Summit Sourveld" 33309 "core" "Polokwane Plateau Bushveld" 14241 "core" "Mamabolo Mountain Bushveld" 13354 "core" "Makhado Sweet Bushveld" 12241 "core" "Madikwe Dolomite Bushveld" 8433 "core" "Strydpoort Summit Sourveld" 8193 "core" "Poung Dolomite Mountain Bushveld" 6435 "core" "Subtropical Alluvial Vegetation" 4330 "transition" "Makhado Sweet Bushveld" 248122 "transition" "Waterberg Mountain Bushveld" 122161 "transition" "Central Sandy Bushveld" 111205 "transition" "Roodeberg Bushveld" 55717 "transition" "Polokwane Plateau Bushveld" 49534 "transition" "Dwaalboom Thornveld" 16731 "transition" "Springbokvlakte Thornveld" 13933 "transition" "Western Sandy Bushveld" 7163 "transition" "Waterberg-Magaliesberg Summit Sourveld" 4410 "transition" "Limpopo Sweet Bushveld" 3871 "transition" "Mamabolo Mountain Bushveld" 3145 "transition" "Madikwe Dolomite Bushveld" 50 "transition" "Subtropical Alluvial Vegetation" 9

gubuntu commented 1 year ago

bioregions / biomes (savannah, grassland and azonal)

Screenshot 2022-10-30 at 15 05 14