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Modelling alien vegetation invasions and clearing strategiesSchonegevel, Lucille 12 1900 (has links)
Thesis (MSc)--Stellenbosch University, 2001. / ENGLISH ABSTRACT: The burgeoning problem of alien plant invasions in South Africa necessitates effective
decision-making based on an understanding of the complex processes that govern these
invasions. Due to the spatial nature of the problem, this study explored the use of Geographic
Information Systems and spatial models for predicting the spread of alien vegetation and
assessing the effectiveness of clearing strategies. The Spatially Explicit Individual Based
Simulation (SEIBS) model was identified as a potentially useful tool for alien plant
management. This thesis documents the further investigation and development that was
necessary before recommendations could be made regarding the future use of the model.
The landscape version of the SEIBS model was adapted to allow for the convenient input and
output of spatial data, making it possible to simulate invasions in different areas. An ArcView
extension was developed in order to facilitate the pre- and post-processing of the spatial data
required and created by the model. Changes were also made to the fire routine of the model.
The new version of the model was called Clear.
A series of model tests for Pinus pinaster were conducted to assess the sensitivity of the Clear
model to spatial resolution, initial spatial fragmentation and heterogeneity. These tests
revealed that the model was sensitive to changes in resolution and needed to be
reparameterised when using different resolutions. The initial level of fragmentation was
shown to have a major influence on the invasion rate. Although greater levels of spatial
heterogeneity with respect to vegetation age did not significantly affect the spread rate, it did
increase the effectiveness of clearing strategies based on clearing juvenile or sparse
vegetation.
Based on these tests, it is concluded that the model can be readily applied to different areas,
provided the influence of spatial characteristics is understood and accommodated. The Clear
model was shown to be a useful tool for evaluating clearing strategies and for investigating
invasion rates. It is recommended that the model be introduced to a wider audience, in order
to obtain user feedback and further improve the accessibility of the model. / AFRIKAANSE OPSOMMING: Die toenemende probleem van uitheemse indringerplante in Suid Afrika, noodsaak effektiewe
besluitneming wat gebaseer is op 'n begrip van die ingewikkelde prosesse wat indringing
beheer. As gevolg van die ruimtelike geaardheid van die probleem, is die gebruik van
Geografiese Inligtingstelsels en ruimtelike modelle vir die voorspelling van die verspreiding
van indringerplante en die evaluasie van die effektiwiteit van opruimingstrategieë in hierdie
studie ondersoek. Die Spatially Explicit Individual Based Simulation (SEIBS) model is as 'n
moontlike geskikte hulpmiddel vir die bestuur van uitheemse indringerplante geïdentifiseer,
alhoewel verdere ondersoeke en ontwikkeling nodig was voordat aanbevelings vir die gebruik
van die model gemaak kon word.
Vir hierdie studie is die landskapweergawe van die SEIBS model aangepas om die maklike
toevoer en afvoer van ruimtelike data te fasiliteer. 'n ArcView uitbreiding is ontwikkel om
met die voor- en naprosessering van ruimtelike data, wat deur die model gebruik en geskep is,
te fasiliteer. Veranderinge is ook aan die vuur sub-roetine van die module gemaak. Die nuwe
weergawe van die model word Clear genoem.
'n Reeks toetse is vir Pinus pinaster gedoen om die sensitiwiteit van die Clear model te toets
teenoor ruimtelike resolusie, aanvanklike vlak van versnippering en vlak van heterogeniteit.
Vanuit die toetse het dit geblyk dat die model sensitief was ten opsigte van verandering in
resolusie en dat die model se parameters verstel moes word wanneer verskillende resolusies
gebruik word. Daar is ook gewys dat die die vlak van aanvanklike versnippering 'n groot
impak op die verspreidingstempo het. Alhoewel hoër vlakke van ruimtelike heterogeniteit
teenoor plantegroei nie 'n merkbare impak op die verspreidingstempo gehad het nie, het dit
wel die effektiwiteit van opruiming-strategieë, gebaseer op die opruiming van jong of yl
verspreide plante, verbeter.
Die gevolgtrekking wat uit die toetse gemaak kan word is dat die model geredelik op
verskillende areas toegepas kan word, op die voorwaarde dat die invloed van ruimtelike
eienskappe in ag geneem word en in berekening gebring word. Dit word aanbeveel dat die
model wyer bekendgestel word om sodoende gebruikersterugvoer te bekom.
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An economic analysis of eradicating alien vegetation as an alternative to conventional water supply schemes: a case study of the Krom and KougaCarpenter, Robert Charles January 1999 (has links)
South Africa is classified as an arid to semi-arid region and water scarcity in South Africa has been identified as a key factor limiting socioeconomic development in the next century. In the Algoa region, the total urban plus agricultural water demand is expected to exceed the supply by the year 2005. The Kouga Working for Water Project aims to increase the base flow to the existing dams which supply the Port Elizabeth metropolitan area through the eradication of invasive alien trees in the riparian areas of the Krom and Kouga catchments. This thesis analyses the economic efficiency of optimal catchment management as a water supply scheme. A cost-benefit analysis is conducted for the Kouga eradication programme, and its desirability is evaluated in terms of the net present value (NPV) and the internal rate of return (IRR) criteria. In order to compare the cost-e~i.ciency of the eradication programme to alternative water supply augmentation schemes the Unit Reference Value (URV) is calculated for the project. The NPV for the project is calculated using a discount rate of 7% and amounts to nearly R24 million. This positive NPV indicates that the project is economically desirable in that it results in the improvement of human welfare. The IRR decision rule supports this finding. The URV of the eradication scheme is found to be competitive to that generated by more conventional schemes. Considered in the evaluation of the project are a host of environmental benefits that accompany the eradication of alien vegetation. This is in contrast to alternative schemes which result in several detrimental impacts to the environment. The economic analysis concludes that the eradication of alien vegetation is an efficient and desirable alternative water supply augmentation scheme. The conclusions drawn from the analysis of the eradication programme in this catchment area can be extended to other catchment areas, with the aim of promoting the most efficient supply of water.
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Impacts of the invasive reed Arundo donax on biodiversity at the community-ecosystem levelGuthrie, Gené January 2007 (has links)
Magister Scientiae - MSc (Biodiversity and Conservation Biology) / Arundo donax is an invasive species that mostly impacts on sensitive riparian ecosystems. Arundo is also invasive in South Africa, though less is known about its ecology, biology, and impacts. Since California and the Western Cape of South AFrica have similar Mediterranean-type climates, we could assume that the impacts of Arundo on ecosystems in California are likely to be similar in the Western Cape, and that control methods used could be extrapolated for use in South Africa. This thesis attempted to determine what impact Arundo has on biodiversity at the community-ecosystem level. / South Africa
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Allelopathic interference potential of the alien invader plant Parthenium hysterophorusVan der Laan, Michael 04 April 2007 (has links)
The alien invader plant Parthenium hysterophorus is a Category 1 weed in South Africa, where it poses a serious threat to indigenous vegetation in particular, and to biodiversity in general. In addition to its competitive ability, it is hypothesized that the successful invasiveness of P. hysterophorus is linked to the allelopathic potential of the plant. One compound in particular, parthenin, is alleged to play a major role in this allelopathic potential. Interference between P. hysterophorus and three indigenous grass species (Eragrostis curvula, Panicum maximum, Digitaria eriantha) was investigated on a site with a natural parthenium infestation at Skukuza, Kruger National Park. The trial was conducted over two growing seasons on exclosure plots which eliminated mammal herbivory. P. maximum displayed best overall performance and was eventually able to completely overwhelm P. hysterophorus. Eragrostis curvula and D. eriantha grew more favourably in the second season after becoming better established but were clearly not well adapted to the trial conditions. Although P. maximum was the supreme interferer, all grasses were able to significantly interfere with P. hysterophorus growth in the second season. The ability of P. maximum to interfere with P. hysterophorus growth so efficiently that it caused mortalities of the latter species, indicates that P. maximum exhibits high potential for use as an antagonistic species in an integrated control programme. An investigation on the production dynamics of parthenin in the leaves of P. hysterophorus indicated that high levels of this compound are produced and maintained in the plant up until senescence. The high resource allocation priority of the plant towards this secondary metabolite even in the final growth stages may indicate the use of residual allelopathy to inhibit or impede the recruitment of other species. Studies on the persistence of parthenin in soil revealed that parthenin is readily degraded in soil and that microbial degradation appears to play a predominant role. Significant differences between parthenin disappearance-time half-life (DT50) values were observed in soils incubated at different temperatures and in soils with different textures. Exposure of the three grass species to pure parthenin showed that, in terms of their early development, the order of sensitivity of the grasses was: Panicum maximum>Digitaria eriantha>Eragrostis curvula. It may therefore prove challenging to establish P. maximum from seed in P. hysterophorus stands during the execution of an integrated control programme due to the sensitivity of this grass species to parthenin. From the research findings it appears possible that P. hysterophorus can inhibit or impede the recruitment of indigenous vegetation under natural conditions. At least one mechanism through which this alien species can exert its negative influence on other plant species is the production and release of parthenin. / Dissertation (MSc (Agric) Agronomy)--University of Pretoria, 2007. / Plant Production and Soil Science / unrestricted
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Strategic adaptive management and the efficiency of invasive alien plant management in South African national parksLoftus, Wynand Johan January 2013 (has links)
It is well known that invasive alien plants (IAPs) pose a significant threat to natural biodiversity and human well-being. Through various pressures exerted on natural ecosystems, IAPs decrease and alter natural processes that provide important ecosystems services and livelihoods to human communities. These plants also displace and out-compete natural plant communities in the areas in which they invade. Management of IAPs is a complex issue with social, environmental and financial challenges. The long-term sustainable management of IAPs requires a management approach that monitors and measures the outcomes of current management practices, and considers the lessons learnt in future decision making. Adaptive management is such an approach and is characterised by monitoring, assessment, reflection and adaptation. In this dissertation I explore IAP management within the South African National Parks (SANParks) organisation. I focus on the quality of the available IAP clearing data for monitoring and environmental decision-making and explore how strategic adaptive management (SAM) is being applied to IAP management. Strategic adaptive management is a form of adaptive management that SANParks adopted to deal with the inherent unpredictability of the social ecological systems they manage, and is primarily a learning-by-doing approach. In chapter one I describe the various impacts that IAPs have on natural environments. I also discuss management of IAPs, the national Working for Water (WfW) programme and how SANParks control IAPs in partnership with WfW. Clearing of IAPs within the borders of SANParks is funded by the Department of Environmental Affairs‘ (DEA) Natural Resource Management programmes and carried out through the Working for Water programme, under SANParks‘ Biodiversity Social Projects programme and is done on a contract basis. Contract data are stored in the Working for Water Information Management System (WIMS) database. Although IAP clearing is well established, the efficiency of overall clearing operations within the parks, and quality and reliability of the data available in the WIMS, needs to be examined. In Chapter two, I (i) assess the status of IAP clearing and the direct clearing costs in each of the five national parks (costs are inflated to 2012 equivalents using the consumer price index), (ii) assess the accuracy of workload estimations for WfW IAP clearing, and (iii) discuss the utility of WIMS as a system to collate and store accurate data for monitoring purposes, focusing on the integrity and reliability of the data, the accuracy of density estimations and whether it can inform sound decision making. The planning of future clearing contracts lacks efficiency due to inaccuracies and unreliability of input data, specifically estimates of invasive alien plant density. The accuracy of density estimation and cost of clearing varies greatly between parks and does not appear to reflect the reality on the ground. In Chapter 3, through an interview process with IAP managers, I 1) unpack the steps in the SAM ‗cycle‘ and investigate the effectiveness of implementation of each step according to respondents; 2) assess the barriers that are currently keeping managers from implementing effective IAP management; 3) discuss whether learning and adaptation is taking place, and 4) discuss how the SAM process can be modified to promote its effectiveness.
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Nitrates in a catchment cleared of alien woody legumes in relation to ground water quality in the Atlantis aquifer (South Africa)Van der Merwe, Nicolette 12 1900 (has links)
Thesis (MScAgric (Soil Science))--University of Stellenbosch, 2009. / ENGLISH ABSTRACT: The sandy soils of the Riverlands Nature Reserve, near Malmesbury, and the
neighbouring farm were studied to determine the effects of long term invasion of the
legume Acacia saligna on the soil nutrient content of a soil previously vegetated with
fynbos. The effect of the removal of this alien legume on general soil properties and
groundwater quality were also studied. The changes in nitrates and nitrites (NOX) due to
the invasion and removal of the alien legume were investigated in more detail than
changes in other soil nutrients. In addition to that emphasis was placed on the effect of
vegetation clearing on groundwater quality, specifically relating to potential
contamination with nitrates.
This study was initiated after Conrad et al., (1999) found increased NOX concentrations
in ground water while studying the effects of pig farming on ground water nitrogen (N)
near a site cleared of Acacia saligna by Working for Water (WFW). Since many sites are
scheduled for removal of this alien vegetation it was deemed necessary to study the
effects that clearing alone had on groundwater quality. It was suspected that there would
be an increase in soil and groundwater NOX with vegetation removal due to the inputs
from the legume alien invader.
Soil sampling was done continuously throughout the rainy season of 2007 (From May to
December) on three adjacent sites separated by some 50 m of distance, consisting of a
natural fynbos site and two Acacia saligna sites. The sites were selected approximately
on the same contour line to prevent interaction through lateral water flow. One of the
Acacia sites was cleared by the Working for Water programme in the usual manner
leaving slash on the ground. Soil samples were collected at regular intervals throughout
the season from all three sites (fynbos, Acacia and cleared site) using a Jarrett soil auger.
They were airdried (to achieve full oxidation of mineral N) and sieved though a 2mm
sieve. Soils were analysed by atomic absorption spectroscopy for basic cations and by ion
chromatography for anions, including nitrates and nitrites. Total carbon and nitrogen was
determined by combustion, pH (1M KCl and H2O) and EC (1:5 H2O) were also measured. The present study was part of a wider investigation into the quality of
groundwater, modelling flow and contaminant transport (Jovanovic et al., 2008).
The largest changes in soil properties were observed in the top (0-5 cm) layer. The fynbos
site had a lower nutrient status by comparison to the Acacia site and the cleared site. The
sum of cations from the soils of the fynbos site at a soil depth of 0-5cm was 100mg/kg
and soils from the cleared and Acacia sites were about 190mg/kg. The Acacia site had a
higher NOX status and experienced a larger NOX fluctuation during the rainy season than
the fynbos site; minimum NOX values were similar (below 10mg/kg) but the Acacia site
had a maximum NOX value of near 60mg/kg and the fynbos site just below 30mg/kg.
There was little difference in general soil characteristics (exchangeable cations, pH and
EC, total soil C and N) during the first season after clearing, between the Acacia and the
cleared sites.
The effect of soluble nitrogen changes due to alien legume invasion and removal on
groundwater quality, relating to NOX, during the first season after clearing, was
determined. It was found that the Acacia site had higher NOX concentrations than the
fynbos site. At 0-5cm the fynbos site NOX was less than 30mg/kg and the Acacia site was
between 30 and 110mg/kg for most of the season, with values lower than 30mg/kg for the
last four sampling dates only. N concentrations on the cleared site behaved in a similar
manner to the uncleared Acacia site, but generally N values were lower on the cleared
site, there were only two sampling dates where the cleared site had higher NOX values
than the Acacia site at 0-5cm. The average groundwater N in NOX under the cleared site
was 4.34 mg/l, and under the Acacia site 3.78mg/l, these values are both below the level
determined for water contamination with nitrates. However, the increase in ground water
nitrate levels after A. saligna clearing was significant.
It was concluded that there is a change in the nutrient status of soil with Acacia invasion
and again with removal. NOX migrates to the groundwater to a larger degree once vegetation has been removed, although during this study the nitrate pollution threshold of
10 mg/l nitrate N was not reached. / AFRIKAANSE OPSOMMING: Die sanderige gronde van die Riverlands Natuur Reservaat, naby Malmesbury, en die
aangrensende plaas was bestudeer om die effek van die langtermyn indringing van die
peulgewas, Acacia saligna, op die voedingswaarde van ‘n voorheen fynbos begroeide
grond, sowel as die effek van die verwydering van die indringer op die algemene
samestelling van die grond en grondwater kwaliteit. Oplosbare stikstof veranderings
(NOX) wat plaasvind as gevolg van die indringing en verwydering van die indringer
peulgewas, was in meer diepte bestudeer as die ander elemente. Klem was ook geplaas op
die effek van die verwydering van plantegroei op grondwater kwaliteit, met spesifieke
verwysing na potensiële nitraat besoedeling.
Die studie was beplan na Conrad et al., (1999) ‘n toename van NOX konsentrasies in
grondwater ontdek het, tydens ‘n studie van die effek wat vark boerdery het op
grondwater N naby ‘n area waar Acacia Saligna verwyder was deur Working For Water
(WFW). As gevolg van die feit dat verskeie areas in die proses is om skoongemaak te
word van Acacia Saligna, is dit nodig geag om die effek daarvan of grondwater kwaliteit
te ondersoek. Die hipotesis was dat daar ‘n toename in NOX konsentrasies in grond en
grondwater sal wees as gevolg van die verwydering van plantegroei.
Grond monsters was deurlopend geneem gedurende die reën seisoen van 2007 (Vanaf
Mei tot Desember) uit nabygeleë areas wat omtrent 50 meter uitmekaar is. Die volgende
tipes grond was verteenwoordig: ‘n Fynbos begroeide grond sowel as ‘n grond begroei
met Acacia saligna. Die areas was geselekteer ongeveer op die selfde kontoer lyn om
interaksie tussen areas te voorkom as gevolg van laterale water vloei. ’n Gedeelte van die
A. saligna area was skoongemaak deur die Working for Water program op die gewone
manier deur die afgesnyde plant materiaal op die grond te los. Grond monster was
geneem met gereelde intervalle gedurende die seisoen op al drie areas (fynbos, A. saligna, en skoongemaakte area) deur die gebruik van ’n Jarret grondboor. Die monsters
was lugdroog gemaak (om volle oksidasie van die mineraal N te verseker) en toe gesif
deur ‘n 2mm sif. Die gronde was analiseer deur atoom absorpsie vir basiese katione en
deur ioon chromatografie vir anione, insluitende nitriete en nitrate. Totale koolstof en
stikstof was bepaal deur verbranding terwyl pH (1M KCl en H2O) en EC (1:5 H2O) ook
gemeet was. Hierdie studie was deel van ‘n wyer ondersoek na die kwaliteit van
grondwater, vloei modelering en vervoer van kontaminante (Jovanovic et al., 2008).
Die grootste veranderinge in die grond eienskappe was in die boonste grondlaag (0-5cm)
waargeneem. Die bevinding was dat die fynbos area ‘n laer voedingswaarde het as die
area begroei met die indringer sowel as die die skoongemaakte area. Die som van katione
onder fynbos grond by ‘n grond diepte van 0-5cm, was 100/mg/kg en die som van
katione by die ander twee areas was omtrent 190mg/kg. Die Acacia area het ‘n hoër NOX
inhoud en het ‘n groter NOX fluktuasie ervaar gedurende die reën seisoen as die fynbos
area. Die minimum NOX waardes was soortgelyk (minder as 10/mg/kg), maar die Acacia
area het ‘n maksimum NOX waarde van omtrent 60mg/kg terwyl die fynbos area se
maksimum net minder as 30mg/kg gehad het. Daar nie veel verskil tussen die algemene
grond eienskappe (uitruilbare katione, pH en EC, totale C en N) van die Acacia en
skoongemaakte areas gedurende die eerste seisoen na die indringer verwyder is nie.
Die effek van oplosbare stikstof veranderings as gevolg van die peulgewas se indringing
en verwydering op grondwater kwaliteit, met verwysing na NOX, gedurende die eerste
seisoen na verwydering van die indringer was bepaal. Dit was bevind dat die Acacia area
‘n hoër NOX konsentrasie as die fynbos area het. Op ‘n diepte van 0-5cm was die fynbos
NOX laer as 30mg/kg terwyl die Acacia area tussen 30 en 110mg/kg vir die grootste
gedeelte van die seisoen was met waardes laer as 30mg/kg vir die laaste vier datums
waarop monsters geneem was. Veranderings in N op die skoongemaakte area en die
Acacia area was soortgelyk, maar oor die algemeen was N waardes laer op die
skoongemaakte area. Daar was slegs op twee datums gevalle gevind waar die
skoongemaakte area ‘n hoër NOX inhoud as die Acacia area gehad het by ‘n diepte van
0-5cm. Die gemiddelde N in NOX in die grondwater onder die skoongemaakte area was 4.34mg/l en by die Acacia area was dit 3.78mg/l; hierdie waardes is onder die drempel
vir nitraatbesoedeling in grondwater. Die nitraat inhoud van die grondwater het wel
beduidend toegeneem as gevolg van verwydering van A. saligna.
Die gevolgtrekking was dat daar ‘n verandering plaasvind in die voeding status van grond
met Acacia saligna indringing en weer met verwydering. NOX migrasie na die
grondwater verhoog met verwydering van plantegroei. In hierdie studie was die nitraat
besoedeling drempel van 10mg/l nitraat N nie bereik nie.
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Estimation of the hydrological response to invasive alien plants in the upper Blyde River catchment.Hayes, Louise Frances. January 2003 (has links)
The change in total evaporation through alteration of vegetative cover is a major influence on catchment hydrology. The transformation of grassland and scrub habitats to commercial tree plantations, as well as the uncontrolled spread of invasive alien plants (lAPs) to ecologically sensitive systems, riparian zones in particular, are a threat to biodiversity and integrity of natural systems. Furthermore, critical low flow periods are of particular concern to water managers and local communities, as well as the associated impacts of potentially compromised water resources for rural livelihoods. The Working for Water (WfW) programme was implemented in 1995 by the Department of Water Affairs and Forestry and its main goals are to remove lAPs in order to improve water supply while at the same time providing employment to marginalised communities. In this study, the hydrological response to lAPs in the Upper Blyde River catchment is assessed. This is done by developing a classification structure for lAPs as a land use using detailed mapping available from WfW for use in a hydrological model, and then configuring and running the ACRU hydrological model for the Upper Blyde River catchment in Mpumalanga. In the classification, lAPs are represented as spatially explicit land use units in the ACRU model according to the type of habitat they invade, viz. riparian or non-riparian; as well as by type of plant, i.e. tree or shrub; and their area and density. The results obtained from simulating catchment hydrological responses using the ACRU model indicate that riparian lAPs have a great er impact on streamflow than do landscape invasions alone, specifically during periods of low flow. An increase in streamflow after removing lAPs from riparian and non-riparian habitats is a consistent outcome at both subcatchment and catchment scales. Using a spatially explicit method in order to model the hydrological response of different types of lAPs for different density classes in both riparian and non-riparian habitats is found to be a useful technique in determining the degree to which lAPs influence catchment streamflow. Recommendations for future research include focussing hydrological assessments of lAPs on critical flow periods and their impacts on water quality; investigation into the water use of invasive and indigenous vegetation for more accurate estimates from modelling exercises; and finally, applying the classification system for lAPs with other land use sensitive hydrological models for validation, and their wider application by incorporating methodologies into guidelines for use by WfW at national and provincial level. / Thesis (M.Sc.)-University of Natal, Pietermaritzburg, 2003.
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Modelling plant water use of the grassland and thicket biomes in the eastern cape, South Africa: towards an improved understanding of the impact of invasive alien plants on soil chemistry, biomass production and evapotranspirationGwate, Onalenna January 2018 (has links)
It is imperative to understand the strong coupling between the carbon capture process and water use to sustainably manage rangelands. Woody encroachment is undermining rangelands grass production. Evapotranspiration (ET) highlights the links between ecosystem carbon capture process and water use. It forms the biggest flux of the hydrological cycle after precipitation yet it is not well understood. The Grassland and the Albany Thicket (AT) biomes in the Eastern Cape, South Africa, provide an interesting space to study the dynamics in rangelands biomass production and the associated water use. Therefore, the main purpose of this study was to contribute towards management of rangelands by understanding the dynamics in rangeland grass production and water use. To achieve this aim, the impact of Acacia mearnsii, an invasive alien plant, on soil chemical properties and rangelands grass production was investigated. This was achieved by analysing the biophysical attributes of A. mearnsii as they related to grass production. Secondly, selected soil variables that could be used as a prognosis for landscape recovery or deterioration were evaluated. In addition, aboveground grass biomass was measured in areas cleared of A. mearnsii and regression equations were prepared to help model aboveground grass biomass in areas cleared of A. mearnsi. The thesis also explored dynamics in water vapour and energy fluxes in these two biomes using an eddy covariance system. Consequently, water vapour and energy fluxes were evaluated in order to understand landscape water use and energy partitioning in the landscape. The study also tested the application of Penman-Monteith equation based algorithms for estimating ET with micrometeorological techniques used for validation. Pursuant to this, the Penman- Monteith-Leuning (PML) and Penman-Monteith-Palmer (PMP) equations were applied. In addition, some effort was devoted to improving the estimates of ET from the PMP by incorporating a direct soil evaporation component. Finally, the influence of local changes in catchment characteristics on ET was explored through the application of a variant of the Budyko framework and investigating dynamics in the evaporative index as well as applying tests for trends and shifts on ET and rainfall data to detect changes in mean quaternary catchment rainfall and ET. Results revealed that A. mearnsii affected soil chemical properties and impaired grass production in rangelands. Hence, thinning of canopies provided an optimal solution for enhanced landscape water use to sequestrate carbon, provide shade, grazing, and also wood fuel. It was also shown that across sites, ET was water limited since differences between reference ET and actual ET were large. ET was largely sensitive to vapour pressure deficit and surface conductance than to net radiation, indicating that the canopies were strongly coupled with the boundary layer. Rangeland ET was successfully simulated and evaporation from the soil was the dominant flux, hence there is scope for reducing the so-called ‘unproductive’ water use. Further, it was shown that the PML was better able to simulate ET compared to the PMP model as revealed by different model evaluation metrics such as the root mean square error, absolute mean square error and the root mean square observations standard deviation ratio. The incorporation of a soil evaporation component in the PMP model improved estimates of ET as revealed by the root mean square error. The results also indicated that both the catchment parameter (w) and the evaporative index were important in highlighting the impacts of land cover change on ET. It was also shown that, despite changes in the local environment such as catchment characteristics, global forces also affected ET at a local scale. Overall, the study demonstrated that combining remote sensing and ground based observations was important to better understand rangeland grass production and water use dynamics.
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The invasion of pteronia incana (blue bush) along a range of gradients in the Eastern Cape Province : it's spectral chacteristics and implications for soil moistureOdindi, John Odhiambo January 2009 (has links)
Extensive areas of the Eastern Cape Province have been invaded by Pteronia incana (Blue bush), a non-palatable patchy invader shrub that is associated with soil degradation. This study sought to establish the relationship between the invasion and a range of eco-physical and land use gradients. The impact of the invader on soil moisture flux was investigated by comparing soil moisture variations under grass, bare and P. incana invaded surfaces. Field based and laboratory spectroscopy was used to validate P. incana spectral characteristics identified from multi-temporal High Resolution Imagery (HRI). A belt transect was surveyed to gain an understanding of the occurrence of the invasion across land use, isohyetic, geologic, vegetation, pedologic and altitudinal gradients. Soil moisture sensors were calibrated and installed under the respective surfaces in order to determine soil moisture trends over a period of six months. To classify the surfaces using HRI, the pixel and sub-pixel based Perpendicular Vegetation Index (PVI) and Spectral Mixture Analysis (SMA) respectively were used. There was no clear trend established between the underlying geology and P. incana invasion. Land disturbance in general was strongly associated with the invasion, as the endemic zone for the invasion mainly comprised abandoned cultivated and overgrazed land. Isohyetic gradients emerged as the major limiting factor of the invasion; a distinct zone below 619mm of mean annual rainfall was identified as the apparent boundary for the invasion. Low organic matter content identified under invaded areas was attributed to the patchy nature of the invader, leading to loss of the top soil in the bare inter-patch areas. The area covered by grass had consistently higher moisture values than P. incana and bare surfaces. The difference in post-rainfall moisture retention between grass and P. incana surfaces was significant up to about six days, after which a near parallel trend was noticed towards the ensuing rainfall episode. Whereas a higher amount of moisture was recorded on grass, the surface experienced moisture loss faster than the invaded and bare surfaces after each rainfall episode. ii There was consistency in multi-temporal Digital Number (DN) values for the surfaces investigated. The typically low P. incana reflectance in the Near Infrared band, identified from the multi-temporal HRI was validated by field and laboratory spectroscopy. The PVI showed clear spectral separability between all the land surfaces in the respective multi-temporal HRI. The consistence of the PVI with the unmixed surface image fractions from the SMA illustrates that using HRI, the effectiveness of the PVI is not impeded by the mixed pixel problem. Results of the laboratory spectroscopy that validated HRI analyses showed that P. incana’s typically low reflectance is a function of its leaf canopy, as higher proportions of leaves gave a higher reflectance. Future research directions could focus on comparisons between P. incana and typical green vegetation internal leaf structures as potential causes of spectral differences. Collection of spectra for P incana and other invader vegetation types, some of which have similar characteristics, with a view to assembling a spectral library for delineating invaded environments using imagery, is another research direction.
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Estimating the willingness-to-pay for restoring indigenous vegetation at selected sites in South AfricaTessendorf, Sharon Erica January 2007 (has links)
The Working for Water (WfW) Programme is a public works programme designed to clear South Africa of invasive alien vegetation and to restore lowwater consuming indigenous vegetation in the areas that have been cleared. Funds to clear alien invasives were initially secured on the basis that such a programme would increase water runoff, facilitate biodiversity and ecosystem functioning, and provide social benefits through job creation. The economic merits of the Programme, in terms of increased water yields, has been established in the Western Cape and KwaZulu-Natal, but questioned in the Eastern and Southern Cape. However, there are economic aspects of the studies carried out in the Eastern and Southern Cape that merit more attention than was given them; one of these being the issue of non-water benefits. Preliminary figures emanating from contingent valuation pilot studies conducted at six WfW projects sites indicated that one of these non-water benefits, namely the biodiversity and ecosystem resilience benefit, could be substantial. As such, the primary objective of the present study was to apply the contingent valuation method (CVM) to value people’s preference for indigenous vegetation. This value was intended to serve as a proxy for increased biodiversity and ecosystem resilience at three WfW sites. Despite the controversy surrounding the CVM, it has been found that it is a credible valuation tool. The CVM’s merits lie in its versatility and in the fact that it is the only method available which is capable of obtaining estimates of both nonuse and use values, thus making it applicable for valuing biodiversity. The primary aim of a CVM study is to determine an estimate of the total willingness-to-pay (WTP). In this study, the total WTP figure was calculated by multiplying the median WTP for the local WfW Programme by the total number of user households. The respective total WTP amounts are shown in Table 1. It was anticipated that respondents would be willing to pay more for the national WfW Programme, than for the less inclusive good (i.e. the local WfW Programme). The results correspond with this expectation at the Port Elizabeth and Underberg sites. However, due to strategic factors Worcester respondents were willing to pay more for the local WfW Programme than for the national Programme.
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